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+ uses: dagster-io/dagster-cloud-action/actions/utils/prerun@v0.1.47 - name: Checkout uses: actions/checkout@v4 if: steps.prerun.outputs.result != 'skip' with: ref: ${{ github.head_ref }} + - name: Get changed files + id: changed-files + uses: tj-actions/changed-files@v45 + with: + files_yaml: | + hooli_data_eng: + - dbt_project/** + - hooli_data_eng/** + - pyproject.toml + - Dockerfile + hooli_basics: + - hooli_basics/** + hooli_batch_enrichment: + - hooli_batch_enrichment/** + hooli_snowflake_insights: + - hooli_snowflake_insights/** + hooli-data-ingest: + - hooli-data-ingest/** + hooli-bi: + - hooli-bi/** + + - name: Generate docker image tag + id: generate-image-tag + if: steps.prerun.outputs.result != 'skip' + run: | + echo "IMAGE_TAG=$GITHUB_SHA-$GITHUB_RUN_ID-$GITHUB_RUN_ATTEMPT" >> $GITHUB_ENV && echo $IMAGE_TAG + + - name: Get Code locations that changed + id: extract-changed-dirs + run: | + changed_files="${{ steps.changed-files.outputs.hooli_data_eng_all_changed_files }} ${{ steps.changed-files.outputs.hooli_basics_all_changed_files }} ${{ steps.changed-files.outputs.hooli_batch_enrichment_all_changed_files }} ${{ steps.changed-files.outputs.hooli_snowflake_insights_all_changed_files }} ${{ steps.changed-files.outputs.hooli-data-ingest_all_changed_files }} ${{ steps.changed-files.outputs.hooli-bi_all_changed_files }}" + filtered_dirs=$(echo $changed_files | tr ' ' '\n' | xargs -n1 dirname | sort | uniq) + echo $changed_files + echo $filtered_dirs + LOCATIONS="" + LOCATIONS_WITH_IMAGE="" + if [ "${{ steps.changed-files.outputs.hooli_data_eng_any_changed}}" == "true" ]; then + LOCATIONS="$LOCATIONS --location-name data-eng-pipeline" + LOCATIONS_WITH_IMAGE="$LOCATIONS_WITH_IMAGE dagster-cloud ci set-build-output --location-name data-eng-pipeline --image-tag=$IMAGE_TAG-data-eng-pipeline\n" + fi + if [ "${{ steps.changed-files.outputs.hooli_basics_any_changed}}" == "true" ]; then + LOCATIONS="$LOCATIONS --location-name basics" + LOCATIONS_WITH_IMAGE="$LOCATIONS_WITH_IMAGE dagster-cloud ci set-build-output --location-name basics --image-tag=$IMAGE_TAG-basics\n" + fi + if [ "${{ steps.changed-files.outputs.hooli_batch_enrichment_any_changed}}" == "true" ]; then + LOCATIONS="$LOCATIONS --location-name batch_enrichment" + LOCATIONS_WITH_IMAGE="$LOCATIONS_WITH_IMAGE dagster-cloud ci set-build-output --location-name batch_enrichment --image-tag=$IMAGE_TAG-batch-enrichment\n" + fi + if [ "${{ steps.changed-files.outputs.hooli_snowflake_insights_any_changed}}" == "true" ]; then + LOCATIONS="$LOCATIONS --location-name snowflake_insights" + LOCATIONS_WITH_IMAGE="$LOCATIONS_WITH_IMAGE dagster-cloud ci set-build-output --location-name snowflake_insights --image-tag=$IMAGE_TAG-snowflake-insights\n" + fi + if [ "${{ steps.changed-files.outputs.hooli-data-ingest_any_changed}}" == "true" ]; then + LOCATIONS="$LOCATIONS --location-name hooli_data_ingest" + LOCATIONS_WITH_IMAGE="$LOCATIONS_WITH_IMAGE dagster-cloud ci set-build-output --location-name hooli_data_ingest --image-tag=$IMAGE_TAG-hooli-data-ingest\n" + fi + if [ "${{ steps.changed-files.outputs.hooli-bi_any_changed}}" == "true" ]; then + LOCATIONS="$LOCATIONS --location-name hooli_bi" + LOCATIONS_WITH_IMAGE="$LOCATIONS_WITH_IMAGE dagster-cloud ci set-build-output --location-name hooli_bi --image-tag=$IMAGE_TAG-hooli-bi" + fi + echo $LOCATIONS + echo $LOCATIONS_WITH_IMAGE + echo "LOCATIONS=$LOCATIONS" >> $GITHUB_ENV + echo "LOCATIONS_WITH_IMAGE=$LOCATIONS_WITH_IMAGE" >> $GITHUB_ENV + + - name: Install the latest version of uv + uses: astral-sh/setup-uv@v3 + with: + enable-cache: true + cache-local-path: ".github/python_dependencies" + + - name: Install python dependencies + run: | + uv venv + source .venv/bin/activate + uv pip install dagster-dbt dagster-cloud dbt-core dbt-duckdb dbt-snowflake --upgrade; - name: Validate configuration id: ci-validate if: steps.prerun.outputs.result != 'skip' - uses: dagster-io/dagster-cloud-action/actions/utils/dagster-cloud-cli@v0.1.38 + uses: dagster-io/dagster-cloud-action/actions/utils/dagster-cloud-cli@v0.1.47 with: command: "ci check --project-dir ${{ env.DAGSTER_PROJECT_DIR }} --dagster-cloud-yaml-path ${{ env.DAGSTER_CLOUD_YAML_PATH }}" - name: Initialize build session id: ci-init if: steps.prerun.outputs.result != 'skip' - uses: dagster-io/dagster-cloud-action/actions/utils/ci-init@v0.1.38 + uses: dagster-io/dagster-cloud-action/actions/utils/ci-init@v0.1.47 with: project_dir: ${{ env.DAGSTER_PROJECT_DIR }} dagster_cloud_yaml_path: ${{ env.DAGSTER_CLOUD_YAML_PATH }} deployment: 'data-eng-prod' - - name: Generate docker image tag - id: generate-image-tag - if: steps.prerun.outputs.result != 'skip' - run: echo "IMAGE_TAG=$GITHUB_SHA-$GITHUB_RUN_ID-$GITHUB_RUN_ATTEMPT" >> $GITHUB_ENV && echo $IMAGE_TAG - - name: Set up Docker Buildx uses: docker/setup-buildx-action@v3 + - name: Configure AWS credentials uses: aws-actions/configure-aws-credentials@v4 @@ -76,119 +148,101 @@ jobs: run: echo "DAGSTER_CLOUD_DEPLOYMENT_NAME=data-eng-prod" >> $GITHUB_ENV - name: Prepare dbt project - if: steps.prerun.outputs.result != 'skip' + if: steps.prerun.outputs.result != 'skip' && steps.changed-files.outputs.hooli_data_eng_any_changed == 'true' run: | - pip install pip --upgrade; - pip install dagster-dbt dagster-cloud dbt-core dbt-duckdb dbt-snowflake --upgrade --upgrade-strategy eager; - make deps + source .venv/bin/activate dagster-dbt project prepare-and-package --file hooli_data_eng/project.py dagster-cloud ci dagster-dbt project manage-state --file hooli_data_eng/project.py --source-deployment data-eng-prod - name: Build and upload Docker image for data-eng-pipeline - if: steps.prerun.outputs.result != 'skip' + if: steps.prerun.outputs.result != 'skip' && steps.changed-files.outputs.hooli_data_eng_any_changed == 'true' uses: docker/build-push-action@v5 with: context: . push: true tags: ${{ env.IMAGE_REGISTRY }}:${{ env.IMAGE_TAG }}-data-eng-pipeline - cache-from: type=gha - cache-to: type=gha,mode=max - - name: Update build session with image tag for data-eng-pipeline - id: ci-set-build-output-data-eng-pipeline - if: steps.prerun.outputs.result != 'skip' - uses: dagster-io/dagster-cloud-action/actions/utils/dagster-cloud-cli@v0.1.38 - with: - command: "ci set-build-output --location-name=data-eng-pipeline --image-tag=$IMAGE_TAG-data-eng-pipeline" # Build 'basics' code location - name: Build and upload Docker image for basics - if: steps.prerun.outputs.result != 'skip' + if: steps.prerun.outputs.result != 'skip' && steps.changed-files.outputs.hooli_basics_any_changed == 'true' uses: docker/build-push-action@v5 with: context: ./hooli_basics push: true tags: ${{ env.IMAGE_REGISTRY }}:${{ env.IMAGE_TAG }}-basics - cache-from: type=gha - cache-to: type=gha,mode=max - - name: Update build session with image tag for basics - id: ci-set-build-output-basics - if: steps.prerun.outputs.result != 'skip' - uses: dagster-io/dagster-cloud-action/actions/utils/dagster-cloud-cli@v0.1.38 - with: - command: "ci set-build-output --location-name=basics --image-tag=$IMAGE_TAG-basics" # Build 'batch enrichment' code location - name: Build and upload Docker image for batch enrichment - if: steps.prerun.outputs.result != 'skip' + if: steps.prerun.outputs.result != 'skip' && steps.changed-files.outputs.hooli_batch_enrichment_any_changed == 'true' uses: docker/build-push-action@v5 with: context: ./hooli_batch_enrichment push: true tags: ${{ env.IMAGE_REGISTRY }}:${{ env.IMAGE_TAG }}-batch-enrichment - - name: Update build session with image tag for batch enrichment - id: ci-set-build-output-batch-enrichment - if: steps.prerun.outputs.result != 'skip' - uses: dagster-io/dagster-cloud-action/actions/utils/dagster-cloud-cli@v0.1.38 - with: - command: "ci set-build-output --location-name=batch_enrichment --image-tag=$IMAGE_TAG-batch-enrichment" # Build 'snowflake_insights' code location - name: Build and upload Docker image for snowflake insights - if: steps.prerun.outputs.result != 'skip' + if: steps.prerun.outputs.result != 'skip' && steps.changed-files.outputs.hooli_snowflake_insights_any_changed == 'true' uses: docker/build-push-action@v5 with: context: ./hooli_snowflake_insights push: true tags: ${{ env.IMAGE_REGISTRY }}:${{ env.IMAGE_TAG }}-snowflake-insights - cache-from: type=gha - cache-to: type=gha,mode=max - - name: Update build session with image tag for snowflake insights - id: ci-set-build-output-snowflake-insights - if: steps.prerun.outputs.result != 'skip' - uses: dagster-io/dagster-cloud-action/actions/utils/dagster-cloud-cli@v0.1.38 - with: - command: "ci set-build-output --location-name=snowflake_insights --image-tag=$IMAGE_TAG-snowflake-insights" - # Build 'demo_assets' code location - - name: Build and upload Docker image for demo_assets - if: steps.prerun.outputs.result != 'skip' + # Build 'hooli_data_ingest' code location + - name: Build and upload Docker image for hooli_data_ingest + if: steps.prerun.outputs.result != 'skip' && steps.changed-files.outputs.hooli-data-ingest_any_changed == 'true' uses: docker/build-push-action@v5 with: - context: ./hooli-demo-assets + context: ./hooli-data-ingest push: true - tags: ${{ env.IMAGE_REGISTRY }}:${{ env.IMAGE_TAG }}-demo-assets - cache-from: type=gha - cache-to: type=gha,mode=max + tags: ${{ env.IMAGE_REGISTRY }}:${{ env.IMAGE_TAG }}-hooli-data-ingest - - name: Update build session with image tag for demo_assets - id: ci-set-build-output-demo-assets - if: steps.prerun.outputs.result != 'skip' - uses: dagster-io/dagster-cloud-action/actions/utils/dagster-cloud-cli@v0.1.38 + # Build 'hooli_bi' code location + - name: Build and upload Docker image for hooli_bi + if: steps.prerun.outputs.result != 'skip' && steps.changed-files.outputs.hooli-bi_any_changed == 'true' + uses: docker/build-push-action@v5 with: - command: "ci set-build-output --location-name=demo_assets --image-tag=$IMAGE_TAG-demo-assets" + context: ./hooli-bi + push: true + tags: ${{ env.IMAGE_REGISTRY }}:${{ env.IMAGE_TAG }}-hooli-bi # Build pipes example container - name: Build and upload Docker image for pipes example - if: steps.prerun.outputs.result != 'skip' + if: steps.prerun.outputs.result != 'skip' && steps.changed-files.outputs.hooli_data_eng_any_changed == 'true' uses: docker/build-push-action@v5 with: context: ./hooli_data_eng/utils/example_container push: true tags: ${{ env.IMAGE_REGISTRY }}:latest-pipes-example - cache-from: type=gha - cache-to: type=gha,mode=max - # Deploy + #set build output + - name: Set build output for Dagster Cloud + id: ci-set-build-output + if: steps.prerun.outputs.result != 'skip' + run: | + source .venv/bin/activate + # Iterate through each line in LOCATIONS_WITH_IMAGE and execute it + echo -e "$LOCATIONS_WITH_IMAGE" | while IFS= read -r line; do + if [ -n "$line" ]; then + echo "Executing: $line" + eval "$line" + fi + done + # uses: dagster-io/dagster-cloud-action/actions/utils/dagster-cloud-cli@v0.1.47 + # with: + # command: "ci set-build-output $LOCATIONS_WITH_IMAGE" + #Deploy - name: Deploy to Dagster Cloud id: ci-deploy if: steps.prerun.outputs.result != 'skip' - uses: dagster-io/dagster-cloud-action/actions/utils/dagster-cloud-cli@v0.1.38 + uses: dagster-io/dagster-cloud-action/actions/utils/dagster-cloud-cli@v0.1.47 with: - command: "ci deploy" + command: "ci deploy $LOCATIONS" # Get branch deployment as input to job trigger below - name: Get branch deployment @@ -200,7 +254,7 @@ jobs: # Trigger dbt slim CI job - name: Trigger dbt slim CI - if: steps.prerun.outputs.result != 'skip' && github.event_name == 'pull_request' + if: steps.prerun.outputs.result != 'skip' && github.event_name == 'pull_request' && steps.changed-files.outputs.hooli_bi_any_changed == 'true' uses: dagster-io/dagster-cloud-action/actions/utils/run@v0.1 with: location_name: data-eng-pipeline @@ -212,13 +266,13 @@ jobs: - name: Update PR comment for branch deployments id: ci-notify if: steps.prerun.outputs.result != 'skip' && always() - uses: dagster-io/dagster-cloud-action/actions/utils/dagster-cloud-cli@v0.1.38 + uses: dagster-io/dagster-cloud-action/actions/utils/dagster-cloud-cli@v0.1.47 with: command: "ci notify --project-dir=${{ env.DAGSTER_PROJECT_DIR }}" - name: Generate summary id: ci-summary if: steps.prerun.outputs.result != 'skip' && always() - uses: dagster-io/dagster-cloud-action/actions/utils/dagster-cloud-cli@v0.1.38 + uses: dagster-io/dagster-cloud-action/actions/utils/dagster-cloud-cli@v0.1.47 with: command: "ci status --output-format=markdown >> $GITHUB_STEP_SUMMARY" diff --git a/.gitignore b/.gitignore index 86c36ee1..17610571 100644 --- a/.gitignore +++ b/.gitignore @@ -174,3 +174,6 @@ tmp*/ # dbt dbt_project/example.duckdb* dbt_project/logs + +.DS_Store +/dagster-data diff --git a/Dockerfile b/Dockerfile index 124a1998..7cb41d67 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,17 +1,30 @@ -FROM python:3.12-slim +# Use a Python image with uv pre-installed +FROM ghcr.io/astral-sh/uv:python3.12-bookworm WORKDIR /opt/dagster/app -RUN apt-get update && apt-get install -y git gcc +# Enable bytecode compilation +#ENV UV_COMPILE_BYTECODE=1 +ENV UV_PROJECT_ENVIRONMENT=/usr/local -RUN apt install -y default-jre +# Copy from the cache instead of linking since it's a mounted volume +#ENV UV_LINK_MODE=copy -RUN python -m pip install -U pip -# libcrypto fix oct 2023; should be able to remove sometime after that -RUN python -m pip uninstall oscrypto -y -RUN python -m pip install git+https://github.com/wbond/oscrypto.git@d5f3437ed24257895ae1edd9e503cfb352e635a8 -RUN python -m pip install -U uv -ADD . . +#RUN apt-get update && apt-get install -y git gcc default-jre +RUN apt-get update && \ + apt-get install -y default-jre && \ + apt-get clean && \ + rm -rf /var/lib/apt/lists/* -RUN uv pip install --system -e . +# Install the project's dependencies using the lockfile and settings +RUN --mount=type=cache,target=/root/.cache/uv \ + --mount=type=bind,source=uv.lock,target=uv.lock \ + --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ + uv sync --frozen --no-install-project --no-dev + +# Then, add the rest of the project source code and install it +# Installing separately from its dependencies allows optimal layer caching +ADD . /opt/dagster/app +RUN --mount=type=cache,target=/root/.cache/uv \ + uv sync --frozen --no-dev \ No newline at end of file diff --git a/Makefile b/Makefile index d7fd0161..834744f7 100644 --- a/Makefile +++ b/Makefile @@ -19,3 +19,18 @@ stateful_dev_prod: clean manifest dependencies: uv pip install -e ".[dev]" + +update_packages: + uv lock --upgrade; + uv lock --upgrade --directory hooli_basics; + uv lock --upgrade --directory hooli_batch_enrichment; + uv lock --upgrade --directory hooli_snowflake_insights; + uv lock --upgrade --directory hooli-data-ingest; + uv lock --upgrade --directory hooli-bi; + + +# ensure that DAGSTER_GIT_REPO_DIR is set to the path of the dagster repo +# see https://www.notion.so/dagster/Local-Dev-Setup-e58aba352f704dcc88a8dc44cb1ce7fc for more details +# ensure your virtual environment is activated here +install_from_dagster_clone: + source .venv/bin/activate; uv pip install pip; cd ${DAGSTER_GIT_REPO_DIR} && python scripts/install_dev_python_modules.py; cd -; \ No newline at end of file diff --git a/README.md b/README.md index 587d6f87..0761faf7 100644 --- a/README.md +++ b/README.md @@ -56,7 +56,6 @@ Specifically, the project showcases a hypothetical use case where raw data is in - to run the `locations` dataset, uncomment out line 5-7 in [workspaces.yml](workspaces.yml) - you will also need to install the packages in the "sling" extra (e.g. `pip install -e ".[dev,sling]")`) -- You'll need to obtain the credentials for AWS_ACCESS_KEY_ID and AWS_SECRET_ACCESS_KEY - then run `dagster dev` and both `hooli_demo_assets` and `hooli_data_eng` code locations will load - NOTE: if you are running Sling locally, there is currently an error message if you already have a duckdb database set up the first time you run the Sling integration. You'll need to delete it and have the `location` asset be the the first thing you materialize. diff --git a/dagster_cloud.yaml b/dagster_cloud.yaml index dd6dff1c..76a03526 100644 --- a/dagster_cloud.yaml +++ b/dagster_cloud.yaml @@ -3,7 +3,7 @@ locations: code_source: package_name: hooli_data_eng build: - directory: ./ + directory: . registry: 764506304434.dkr.ecr.us-west-2.amazonaws.com/hooli-data-science-prod container_context: k8s: @@ -34,9 +34,16 @@ locations: directory: ./hooli_snowflake_insights registry: 764506304434.dkr.ecr.us-west-2.amazonaws.com/hooli-data-science-prod - - location_name: demo_assets + - location_name: hooli_data_ingest code_source: - package_name: hooli_demo_assets + package_name: hooli_data_ingest build: - directory: ./hooli-demo-assets + directory: ./hooli-data-ingest + registry: 764506304434.dkr.ecr.us-west-2.amazonaws.com/hooli-data-science-prod + + - location_name: hooli_bi + code_source: + package_name: hooli_bi + build: + directory: ./hooli-bi registry: 764506304434.dkr.ecr.us-west-2.amazonaws.com/hooli-data-science-prod diff --git a/hooli-bi/.dockerignore b/hooli-bi/.dockerignore new file mode 100644 index 00000000..b694934f --- /dev/null +++ b/hooli-bi/.dockerignore @@ -0,0 +1 @@ +.venv \ No newline at end of file diff --git a/hooli-bi/Dockerfile b/hooli-bi/Dockerfile new file mode 100644 index 00000000..c4bb768b --- /dev/null +++ b/hooli-bi/Dockerfile @@ -0,0 +1,24 @@ +# Use a Python image with uv pre-installed +FROM ghcr.io/astral-sh/uv:python3.12-bookworm-slim + +WORKDIR /opt/dagster/app + + +# Enable bytecode compilation +ENV UV_COMPILE_BYTECODE=1 +ENV UV_PROJECT_ENVIRONMENT=/usr/local + +# Copy from the cache instead of linking since it's a mounted volume +ENV UV_LINK_MODE=copy + +# Install the project's dependencies using the lockfile and settings +RUN --mount=type=cache,target=/root/.cache/uv \ + --mount=type=bind,source=uv.lock,target=uv.lock \ + --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ + uv sync --frozen --no-install-project --no-dev + +# Then, add the rest of the project source code and install it +# Installing separately from its dependencies allows optimal layer caching +ADD . /opt/dagster/app +RUN --mount=type=cache,target=/root/.cache/uv \ + uv sync --frozen --no-dev \ No newline at end of file diff --git a/hooli-bi/Readme.md b/hooli-bi/Readme.md new file mode 100644 index 00000000..e69de29b diff --git a/hooli-bi/hooli_bi/__init__.py b/hooli-bi/hooli_bi/__init__.py new file mode 100644 index 00000000..6f9274b2 --- /dev/null +++ b/hooli-bi/hooli_bi/__init__.py @@ -0,0 +1 @@ +from hooli_bi.definitions import defs as defs \ No newline at end of file diff --git a/hooli-bi/hooli_bi/assets.py b/hooli-bi/hooli_bi/assets.py new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/hooli-bi/hooli_bi/assets.py @@ -0,0 +1 @@ + diff --git a/hooli-bi/hooli_bi/definitions.py b/hooli-bi/hooli_bi/definitions.py new file mode 100644 index 00000000..ff66c41a --- /dev/null +++ b/hooli-bi/hooli_bi/definitions.py @@ -0,0 +1,9 @@ +from dagster import Definitions + +from hooli_bi.powerbi_assets import powerbi_assets # noqa: TID252 +from hooli_bi.powerbi_workspace import power_bi_workspace + +defs = Definitions( + assets=[*powerbi_assets], + resources={"power_bi": power_bi_workspace}, +) diff --git a/hooli-bi/hooli_bi/powerbi_assets.py b/hooli-bi/hooli_bi/powerbi_assets.py new file mode 100644 index 00000000..a0588083 --- /dev/null +++ b/hooli-bi/hooli_bi/powerbi_assets.py @@ -0,0 +1,58 @@ +from dagster import AssetKey, AssetSpec, EnvVar, TableSchema, TableColumn +from dagster._core.definitions.asset_spec import replace_attributes, merge_attributes +from dagster_powerbi import ( + load_powerbi_asset_specs, + DagsterPowerBITranslator, + build_semantic_model_refresh_asset_definition, +) +from dagster_powerbi.translator import PowerBIContentData +from hooli_bi.powerbi_workspace import power_bi_workspace + +class MyCustomPowerBITranslator(DagsterPowerBITranslator): + def get_report_spec(self, data: PowerBIContentData) -> AssetSpec: + spec = super().get_report_spec(data) + specs_replaced = replace_attributes( + spec, + description=f"Report link: https://app.powerbi.com/groups/{EnvVar("AZURE_POWERBI_WORKSPACE_ID").get_value()}/reports/{data.properties["id"]}", + group_name="BI", + ) + return merge_attributes(specs_replaced, tags={"core_kpis":""}) + + def get_semantic_model_spec(self, data: PowerBIContentData) -> AssetSpec: + spec = super().get_semantic_model_spec(data) + spec_replaced = replace_attributes( + spec, + description=f"Semantic model link: https://app.powerbi.com/groups/{EnvVar("AZURE_POWERBI_WORKSPACE_ID").get_value()}/datasets/{data.properties["id"]}/details", + group_name="BI", + deps=[AssetKey(path=[dep.asset_key.path[1].upper(), dep.asset_key.path[2]]) for dep in spec.deps], + ) + return merge_attributes(spec_replaced, + metadata={"dagster/column_schema": TableSchema( + columns=[TableColumn( + name=col["name"], + type=col["dataType"]) + for col in data.properties["tables"][0]["columns"]])}, + tags={"core_kpis":""}, + ) + + def get_dashboard_spec(self, data: PowerBIContentData) -> AssetSpec: + spec = super().get_dashboard_spec(data) + return replace_attributes( + spec, + group_name="BI" + ) + + def get_data_source_spec(self, data: PowerBIContentData) -> AssetSpec: + spec = super().get_data_source_spec(data) + return replace_attributes( + spec, + group_name="BI" + ) + +powerbi_assets = [ + build_semantic_model_refresh_asset_definition(resource_key="power_bi", spec=spec) + if spec.tags.get("dagster-powerbi/asset_type") == "semantic_model" + else spec + for spec in load_powerbi_asset_specs( + power_bi_workspace, dagster_powerbi_translator=MyCustomPowerBITranslator, use_workspace_scan=True) +] \ No newline at end of file diff --git a/hooli-bi/hooli_bi/powerbi_workspace.py b/hooli-bi/hooli_bi/powerbi_workspace.py new file mode 100644 index 00000000..afc35516 --- /dev/null +++ b/hooli-bi/hooli_bi/powerbi_workspace.py @@ -0,0 +1,12 @@ +from dagster import EnvVar +from dagster_powerbi import PowerBIWorkspace, PowerBIServicePrincipal + +# Connect using a service principal +power_bi_workspace = PowerBIWorkspace( + credentials=PowerBIServicePrincipal( + client_id=EnvVar("AZURE_POWERBI_CLIENT_ID"), + client_secret=EnvVar("AZURE_POWERBI_CLIENT_SECRET"), + tenant_id=EnvVar("AZURE_POWERBI_TENANT_ID"), + ), + workspace_id=EnvVar("AZURE_POWERBI_WORKSPACE_ID"), +) \ No newline at end of file diff --git a/hooli-bi/hooli_bi_tests/__init__.py b/hooli-bi/hooli_bi_tests/__init__.py new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/hooli-bi/hooli_bi_tests/__init__.py @@ -0,0 +1 @@ + diff --git a/hooli-bi/hooli_bi_tests/test_assets.py b/hooli-bi/hooli_bi_tests/test_assets.py new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/hooli-bi/hooli_bi_tests/test_assets.py @@ -0,0 +1 @@ + diff --git a/hooli-bi/pyproject.toml b/hooli-bi/pyproject.toml new file mode 100644 index 00000000..d5b25dd9 --- 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+# Install the project's dependencies using the lockfile and settings +RUN --mount=type=cache,target=/root/.cache/uv \ + --mount=type=bind,source=uv.lock,target=uv.lock \ + --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ + uv sync --frozen --no-install-project --no-dev + +# Then, add the rest of the project source code and install it +# Installing separately from its dependencies allows optimal layer caching +ADD . /opt/dagster/app + +RUN --mount=type=cache,target=/root/.cache/uv \ + uv sync --frozen --no-dev \ No newline at end of file diff --git a/hooli-data-ingest/hooli_data_ingest/__init__.py b/hooli-data-ingest/hooli_data_ingest/__init__.py new file mode 100644 index 00000000..4be0ed30 --- /dev/null +++ b/hooli-data-ingest/hooli_data_ingest/__init__.py @@ -0,0 +1 @@ +from hooli_data_ingest.definitions import defs as defs \ No newline at end of file diff --git a/hooli-demo-assets/hooli_demo_assets/assets/sling.py b/hooli-data-ingest/hooli_data_ingest/assets/sling.py similarity index 71% rename from hooli-demo-assets/hooli_demo_assets/assets/sling.py rename to hooli-data-ingest/hooli_data_ingest/assets/sling.py index fce8a609..752110ab 100644 --- a/hooli-demo-assets/hooli_demo_assets/assets/sling.py +++ b/hooli-data-ingest/hooli_data_ingest/assets/sling.py @@ -1,11 +1,10 @@ -from dagster._core.definitions.tags import StorageKindTagSet from dagster_embedded_elt.sling import ( sling_assets, SlingResource, ) from dagster_embedded_elt.sling.dagster_sling_translator import DagsterSlingTranslator -from hooli_demo_assets.resources import replication_config +from hooli_data_ingest.resources import replication_config class CustomSlingTranslator(DagsterSlingTranslator): @@ -16,12 +15,12 @@ def __init__(self, target_prefix="RAW_DATA"): def get_group_name(self, stream_definition): return "RAW_DATA" - def get_tags(self, stream_definition): - # derive storage_kind from the target set in the replication_config + def get_kinds(self, stream_definition): storage_kind = self.replication_config.get("target", "DUCKDB") if storage_kind.startswith("SNOWFLAKE"): storage_kind = "SNOWFLAKE" - return {**StorageKindTagSet(storage_kind=storage_kind)} + return {"sling",storage_kind} + @sling_assets( @@ -29,6 +28,6 @@ def get_tags(self, stream_definition): dagster_sling_translator=CustomSlingTranslator(), ) def my_sling_assets(context, sling: SlingResource): - yield from sling.replicate(context=context) + yield from sling.replicate(context=context).fetch_column_metadata().fetch_row_count() for row in sling.stream_raw_logs(): context.log.info(row) diff --git a/hooli-demo-assets/hooli_demo_assets/definitions.py b/hooli-data-ingest/hooli_data_ingest/definitions.py similarity index 66% rename from hooli-demo-assets/hooli_demo_assets/definitions.py rename to hooli-data-ingest/hooli_data_ingest/definitions.py index 32c2360d..def2e3e5 100644 --- a/hooli-demo-assets/hooli_demo_assets/definitions.py +++ b/hooli-data-ingest/hooli_data_ingest/definitions.py @@ -8,10 +8,10 @@ from dagster._core.definitions.metadata import with_source_code_references from dagster_cloud.metadata.source_code import link_code_references_to_git_if_cloud -from hooli_demo_assets.assets.sling import my_sling_assets -from hooli_demo_assets.jobs import daily_sling_job -from hooli_demo_assets.resources import sling_resource -from hooli_demo_assets.schedules import daily_sling_assets +from hooli_data_ingest.assets.sling import my_sling_assets +from hooli_data_ingest.jobs import daily_sling_job +from hooli_data_ingest.resources import sling_resource +from hooli_data_ingest.schedules import daily_sling_assets defs = Definitions( @@ -19,7 +19,7 @@ with_source_code_references([my_sling_assets]), file_path_mapping=AnchorBasedFilePathMapping( local_file_anchor=Path(__file__), - file_anchor_path_in_repository="hooli-demo-assets/hooli_demo_assets/definitions.py", + file_anchor_path_in_repository="hooli-data-ingest/hooli_data_ingest/definitions.py", ), ), schedules=[daily_sling_assets], diff --git a/hooli-demo-assets/hooli_demo_assets/jobs/__init__.py b/hooli-data-ingest/hooli_data_ingest/jobs/__init__.py similarity index 100% rename from hooli-demo-assets/hooli_demo_assets/jobs/__init__.py rename to hooli-data-ingest/hooli_data_ingest/jobs/__init__.py diff --git a/hooli-data-ingest/hooli_data_ingest/resources/__init__.py b/hooli-data-ingest/hooli_data_ingest/resources/__init__.py new file mode 100644 index 00000000..d8f33b84 --- /dev/null +++ b/hooli-data-ingest/hooli_data_ingest/resources/__init__.py @@ -0,0 +1,99 @@ +import os +from pathlib import Path + +from dagster import EnvVar +from dagster_embedded_elt.sling import ( + SlingResource, + SlingConnectionResource, +) + +def get_env(): + if os.getenv("DAGSTER_CLOUD_IS_BRANCH_DEPLOYMENT", "") == "1": + return "BRANCH" + if os.getenv("DAGSTER_CLOUD_DEPLOYMENT_NAME", "") == "data-eng-prod": + return "PROD" + return "LOCAL" + +# Paths for local dev +current_file_path = Path(__file__) +hooli_data_ingest_root = current_file_path.parent.parent.parent +project_root = hooli_data_ingest_root.parent +DUCKDB_PATH = project_root / "dbt_project" / "example.duckdb" +LOCATIONS_CSV_PATH = f"file://{hooli_data_ingest_root}/locations.csv" + + +if get_env() == "LOCAL": + replication_config = { + "source": "LOCAL", + "target": "DUCKDB", + "defaults": { + "mode": "full-refresh", + "object": "{stream_file_folder}.{stream_file_name}", + "source_options": { + "format": "csv" + } + }, + "streams": { + LOCATIONS_CSV_PATH: { + "object": "locations" + } + } + } + + sling_resource = SlingResource( + connections=[ + SlingConnectionResource( + name="Local", + type="local", + url=LOCATIONS_CSV_PATH, + ), + SlingConnectionResource( + name="DUCKDB", + type="duckdb", + instance=f"{DUCKDB_PATH}", + database="example", + schema="raw_data", + ), + ] + ) + +if get_env() != "LOCAL": + replication_config = { + "source": "S3", + "target": "SNOWFLAKE_PROD" if get_env() == "PROD" else "SNOWFLAKE_BRANCH", + "defaults": { + "mode": "full-refresh", + "object": "{stream_file_folder}.{stream_file_name}", + "source_options": { + "format": "csv" + } + }, + "streams": { + "s3://hooli-demo/embedded-elt/locations.csv": { + "object": "locations" + } + } + } + + sling_resource = SlingResource( + connections=[ + SlingConnectionResource( + name="S3", + type="s3", + bucket=EnvVar("AWS_S3_BUCKET"), + region=EnvVar("AWS_REGION"), + access_key_id=EnvVar("AWS_ACCESS_KEY_ID"), + secret_access_key=EnvVar("AWS_SECRET_ACCESS_KEY"), + ), + SlingConnectionResource( + name="SNOWFLAKE_PROD" if get_env() == "PROD" else "SNOWFLAKE_BRANCH", + type="snowflake", + host=EnvVar("SNOWFLAKE_HOST"), + user=EnvVar("SNOWFLAKE_USER"), + password=EnvVar("SNOWFLAKE_PASSWORD"), + role=EnvVar("SNOWFLAKE_ROLE"), + database="DEMO_DB2" if get_env() == "PROD" else "DEMO_DB2_BRANCH", + schema="RAW_DATA", + ) + ] + ) \ No newline at end of file diff --git a/hooli-demo-assets/hooli_demo_assets/schedules/__init__.py b/hooli-data-ingest/hooli_data_ingest/schedules/__init__.py similarity index 76% rename from hooli-demo-assets/hooli_demo_assets/schedules/__init__.py rename to hooli-data-ingest/hooli_data_ingest/schedules/__init__.py index 9554a180..8a797469 100644 --- a/hooli-demo-assets/hooli_demo_assets/schedules/__init__.py +++ b/hooli-data-ingest/hooli_data_ingest/schedules/__init__.py @@ -1,5 +1,5 @@ from dagster import ScheduleDefinition -from hooli_demo_assets.jobs import daily_sling_job +from hooli_data_ingest.jobs import daily_sling_job daily_sling_assets = ScheduleDefinition( diff --git a/hooli-data-ingest/locations.csv b/hooli-data-ingest/locations.csv new file mode 100644 index 00000000..1e8cd142 --- /dev/null +++ b/hooli-data-ingest/locations.csv @@ -0,0 +1,1001 @@ +l_user_id,l_street_address,l_state,l_country,l_zip_code +1,8502 Warbler Street,NV,United States,89150 +2,05046 Linden Alley,ID,United States,83722 +3,17 Badeau Center,CA,United States,90405 +4,87107 Saint Paul Crossing,IL,United States,60193 +5,98186 Kinsman Point,ND,United States,58122 +6,0 Hudson Court,VA,United States,24014 +7,345 Eliot Terrace,FL,United States,34114 +8,513 Cottonwood Alley,CA,United States,95155 +9,37147 Oxford Pass,NE,United States,68197 +10,115 Hallows Point,TX,United States,78225 +11,79 Commercial Crossing,GA,United States,30092 +12,13 Merchant Lane,KY,United States,40524 +13,68 Summit Road,TX,United States,78769 +14,61371 Veith Point,VA,United States,22234 +15,46961 Kenwood Terrace,NY,United States,10090 +16,2603 Ronald Regan Trail,OK,United States,74103 +17,888 Farwell Point,MA,United States,02216 +18,93838 Jenna Parkway,MD,United States,21211 +19,52317 Merrick Pass,FL,United States,33305 +20,66294 Homewood Center,TX,United States,75310 +21,52652 Sloan Junction,NY,United States,10633 +22,341 Union Circle,MA,United States,01610 +23,6 Steensland Drive,VA,United States,24004 +24,08 Butterfield Hill,IA,United States,50330 +25,6236 Grover Street,MS,United States,39705 +26,1005 Brentwood Terrace,SC,United States,29240 +27,3285 Vidon Lane,TX,United States,77080 +28,045 Shoshone Hill,CA,United States,94273 +29,6331 Clyde Gallagher Trail,IL,United States,62205 +30,4858 Chinook Pass,MI,United States,49048 +31,0551 Colorado Road,DE,United States,19714 +32,9808 David Avenue,OH,United States,45999 +33,93188 Messerschmidt Street,CA,United States,90094 +34,7570 Longview Avenue,DC,United States,20470 +35,1565 Stang Point,MO,United States,64187 +36,503 Killdeer Crossing,VA,United States,22070 +37,73098 Hoepker Circle,VA,United States,24004 +38,926 Forster Road,CA,United States,90805 +39,43 Armistice Parkway,DC,United States,20310 +40,7 Farmco Parkway,KY,United States,40215 +41,70568 Dottie Alley,MN,United States,55123 +42,01 Merry Road,AR,United States,72204 +43,0 Daystar Place,OR,United States,97255 +44,44597 Linden Plaza,NY,United States,14604 +45,2546 Debs Center,AL,United States,36605 +46,84 Crowley Lane,NV,United States,89160 +47,95 Mitchell Road,IA,United States,50362 +48,05 Carioca Avenue,NJ,United States,07188 +49,765 Morningstar Street,MA,United States,02283 +50,1010 Crest Line Center,GA,United States,30392 +51,6397 Katie Terrace,MN,United States,55448 +52,9 Namekagon Parkway,MI,United States,48912 +53,445 Boyd Trail,VA,United States,24020 +54,9558 Eggendart Parkway,MI,United States,49510 +55,378 Manley Trail,OK,United States,73173 +56,09094 Sachs Place,CA,United States,91520 +57,2 Doe Crossing Trail,NE,United States,68105 +58,31 Granby Parkway,CA,United States,94164 +59,5062 Pond Road,AL,United States,35210 +60,389 Canary Road,TX,United States,75277 +61,91152 Meadow Ridge Place,TX,United States,79188 +62,0 Mayfield Trail,IN,United States,47812 +63,05 Express Plaza,CA,United States,94154 +64,11495 Maple Center,MI,United States,48609 +65,802 Artisan Court,MN,United States,55146 +66,7203 Onsgard Circle,NY,United States,11220 +67,8 Mallard Street,OH,United States,43220 +68,9784 Cordelia Circle,RI,United States,02912 +69,6 Orin Trail,NY,United States,11436 +70,377 Rusk Pass,NJ,United States,07188 +71,42 Drewry Plaza,CA,United States,92145 +72,862 Surrey Park,NY,United States,10292 +73,2426 Blaine Court,AL,United States,36195 +74,10627 Macpherson Center,MA,United States,01129 +75,3 Mariners Cove Street,NC,United States,28284 +76,760 Harper Way,NY,United States,11241 +77,6 La Follette Park,CA,United States,90510 +78,4343 Homewood Street,TX,United States,75246 +79,93661 Old Gate Pass,CA,United States,96154 +80,4 Sundown Road,MN,United States,55108 +81,26375 Kedzie Center,NY,United States,10184 +82,2889 Nelson Trail,WA,United States,98498 +83,18047 Vermont Trail,TX,United States,78415 +84,202 Rigney Court,OH,United States,45213 +85,9 Thierer Crossing,VA,United States,22217 +86,4183 Carioca Hill,TX,United States,78764 +87,01855 Coolidge Court,LA,United States,71213 +88,7770 4th Circle,MI,United States,48232 +89,2 Ramsey Alley,CA,United States,95160 +90,9 Blackbird Lane,DC,United States,20016 +91,77807 Anzinger Circle,CA,United States,91103 +92,496 Fulton Plaza,FL,United States,33305 +93,271 Springs Circle,VA,United States,22205 +94,71 Vera Terrace,TX,United States,77260 +95,17 Bay Hill,LA,United States,70179 +96,90241 Lyons Alley,VA,United States,23220 +97,5665 Cody Pass,CA,United States,95828 +98,1273 Oak Valley Park,CA,United States,94207 +99,037 Esch Way,NY,United States,12210 +100,65 Parkside Court,FL,United States,32259 +101,48425 Dahle Alley,WA,United States,98158 +102,0111 Green Parkway,KS,United States,66642 +103,99118 Sunfield Plaza,AZ,United States,85215 +104,2146 Columbus Crossing,CA,United States,95155 +105,6 Melby Road,MO,United States,65810 +106,4 Morning Junction,VA,United States,24034 +107,6116 Graceland Avenue,WA,United States,98464 +108,84 Fordem Court,FL,United States,33777 +109,9396 Harbort Point,MD,United States,20918 +110,918 Dapin Crossing,TX,United States,77343 +111,6446 Algoma Lane,NY,United States,14683 +112,7588 Truax Terrace,VA,United States,23213 +113,0 Delladonna Center,CT,United States,06120 +114,8 Village Green Terrace,TX,United States,75342 +115,322 Iowa Court,PA,United States,19131 +116,74 Washington Parkway,IA,United States,50706 +117,1956 Schiller Crossing,OH,United States,44191 +118,26933 Declaration Drive,AZ,United States,85072 +119,75 Ridgeway Point,RI,United States,02912 +120,5989 Londonderry Center,NE,United States,68505 +121,549 Menomonie Alley,CA,United States,90030 +122,998 Memorial Junction,NY,United States,14220 +123,236 Ilene Plaza,NJ,United States,07522 +124,2275 Golf View Court,PA,United States,17622 +125,9 Haas Road,UT,United States,84145 +126,07241 Veith Road,AL,United States,35205 +127,390 Dayton Point,NY,United States,14225 +128,31 Division Road,LA,United States,71166 +129,3056 Fairfield Court,MA,United States,02453 +130,8 Dunning Parkway,LA,United States,70883 +131,296 Moulton Hill,TX,United States,79955 +132,4 Luster Hill,IN,United States,46852 +133,922 Parkside Avenue,FL,United States,32808 +134,86283 8th Alley,DC,United States,20337 +135,5 Fulton Avenue,VA,United States,24014 +136,0033 Tomscot Center,AL,United States,36670 +137,65 Dawn Pass,TN,United States,38197 +138,532 Del Sol Junction,NC,United States,27455 +139,18 Clemons Plaza,MD,United States,20784 +140,599 Magdeline Hill,NY,United States,10260 +141,87 Toban Pass,CA,United States,92121 +142,88 Hermina Trail,MO,United States,64149 +143,405 Maryland Drive,FL,United States,33018 +144,4285 Waxwing Crossing,FL,United States,33315 +145,89176 Waxwing Court,AR,United States,71914 +146,4172 Springs Lane,DC,United States,20580 +147,543 Sullivan Alley,TX,United States,88574 +148,4539 Cardinal Trail,RI,United States,02912 +149,1294 Talmadge Junction,NC,United States,27605 +150,301 Russell Plaza,KY,United States,40298 +151,515 Huxley Street,CA,United States,93740 +152,43470 Tony Court,PA,United States,18706 +153,67337 Northwestern Alley,KY,United States,40586 +154,49 Vahlen Junction,MN,United States,55103 +155,61890 Russell Terrace,MN,United 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States,28220 +220,0057 Express Court,CA,United States,95405 +221,469 Westport Trail,GA,United States,30096 +222,00 Steensland Way,SD,United States,57105 +223,3 Jenifer Street,MI,United States,48258 +224,16 Bobwhite Crossing,SD,United States,57198 +225,975 Clemons Pass,CA,United States,90847 +226,7030 Esker Road,LA,United States,71115 +227,655 Amoth Pass,TX,United States,77025 +228,61092 Nancy Plaza,VT,United States,05609 +229,21925 Nelson Drive,PA,United States,15240 +230,466 Buena Vista Road,IL,United States,61614 +231,5 Cardinal Terrace,CA,United States,91505 +232,954 Oak Valley Place,TX,United States,88574 +233,886 Northfield Park,SC,United States,29305 +234,767 Burning Wood Trail,MI,United States,48258 +235,4415 Burrows Way,MI,United States,48335 +236,5 Prentice Junction,OH,United States,44315 +237,19 Colorado Circle,CA,United States,92137 +238,60 Homewood Hill,CA,United States,93778 +239,92 Ridge Oak Drive,CA,United States,92165 +240,31 Grasskamp Plaza,CT,United States,06105 +241,52 Autumn Leaf Point,NY,United States,10249 +242,471 Basil Way,IN,United States,46699 +243,6126 Shelley Drive,OH,United States,44185 +244,6667 Crowley Trail,VA,United States,23213 +245,682 Jenifer Park,AL,United States,35225 +246,6968 Holy Cross Pass,OH,United States,45419 +247,9 Main Center,LA,United States,70187 +248,4604 Artisan Park,IL,United States,61110 +249,96075 Oak Valley Alley,GA,United States,31196 +250,58 Del Sol Hill,HI,United States,96810 +251,5 American Ash Terrace,TX,United States,77288 +252,20949 Hooker Way,NE,United States,68524 +253,9592 Mcguire Alley,WY,United States,82007 +254,46 Morning Point,FL,United States,32209 +255,63241 North Junction,OH,United States,45271 +256,8 Doe Crossing Center,CA,United States,94147 +257,6 Sherman Plaza,MD,United States,21705 +258,6 Spenser Lane,NY,United States,12242 +259,873 Grasskamp Junction,CT,United States,06859 +260,91 Grim Junction,OH,United States,43268 +261,8 Calypso Center,PA,United States,15230 +262,116 Myrtle Way,AL,United States,35805 +263,42092 Delladonna Way,CA,United States,92165 +264,1194 East Lane,OK,United States,74103 +265,8 Debs Plaza,CA,United States,91210 +266,57398 Kropf Circle,MI,United States,48232 +267,4178 Rigney Hill,LA,United States,70616 +268,8978 Sunfield Crossing,PA,United States,18018 +269,1 Thierer Junction,IL,United States,61614 +270,68 Canary Lane,GA,United States,30356 +271,75860 Manitowish Pass,CA,United States,94807 +272,82560 3rd Crossing,TN,United States,37410 +273,706 Del Mar Terrace,DC,United States,20036 +274,09209 Grover Center,MS,United States,39505 +275,7669 Nobel Alley,NY,United States,14619 +276,016 Hayes Plaza,CA,United States,94660 +277,257 Anzinger Terrace,KS,United States,66606 +278,2 Starling Park,OK,United States,73197 +279,8 Montana Terrace,FL,United States,33954 +280,347 Utah Avenue,MO,United States,63121 +281,13 Dakota Junction,TX,United States,78410 +282,8979 Valley Edge Terrace,FL,United States,33283 +283,8 Forster Park,TN,United States,38104 +284,78262 East Junction,DC,United States,20420 +285,540 Heath Road,CO,United States,81005 +286,7 Ronald Regan Road,DC,United States,20456 +287,6015 6th Trail,CA,United States,92648 +288,694 Westerfield Crossing,CO,United States,81505 +289,75 Dahle Terrace,RI,United States,02912 +290,5019 Clyde Gallagher Court,TX,United States,88546 +291,49 Mendota Hill,MN,United States,55448 +292,884 Karstens Terrace,OK,United States,73190 +293,049 Barnett Street,CA,United States,92662 +294,062 Dwight Place,CA,United States,90035 +295,95405 Norway Maple Trail,LA,United States,70826 +296,800 Hallows Park,AL,United States,36605 +297,86 Bluejay Place,AZ,United States,85246 +298,44 Monica Pass,MN,United States,55557 +299,64 Valley Edge Way,NC,United States,28272 +300,559 Monterey Terrace,CA,United States,95833 +301,722 Miller Way,FL,United States,34620 +302,4 Sunbrook Crossing,NE,United States,68117 +303,878 Roxbury Avenue,PA,United States,15215 +304,57393 Eagan Crossing,NC,United States,28284 +305,2617 Gateway Park,NY,United States,11407 +306,55977 Lien Plaza,FL,United States,33633 +307,268 Towne Junction,CA,United States,90398 +308,5 Corben Hill,DC,United States,20392 +309,63 Jana Road,CA,United States,95219 +310,9 Dakota Trail,CO,United States,80217 +311,45897 Scofield Way,OH,United States,43656 +312,06211 Lakewood Street,MN,United States,55564 +313,1413 La Follette Trail,WA,United States,98140 +314,09 Pawling Center,IN,United States,46699 +315,1 Melby Park,NJ,United States,08619 +316,65 Forest Run Terrace,GA,United States,30301 +317,10 Vera Trail,AL,United States,36119 +318,94 Iowa Road,TX,United States,78764 +319,378 Redwing Terrace,MO,United States,64136 +320,7582 Monterey Avenue,OH,United States,43226 +321,13202 Independence Avenue,AZ,United States,85067 +322,783 Katie Alley,IA,United States,52809 +323,4318 Leroy Drive,TX,United States,79984 +324,43 Anthes Lane,FL,United States,33034 +325,860 Monterey Drive,TN,United States,37131 +326,506 Anniversary Hill,WI,United States,53790 +327,30 Delladonna Center,FL,United States,33462 +328,6987 Milwaukee Drive,MS,United States,39282 +329,874 Saint Paul Road,ID,United States,83705 +330,17 Green Road,FL,United States,33261 +331,5 Claremont Trail,VA,United States,20189 +332,1 Bluestem Circle,FL,United States,33954 +333,5 Evergreen Place,DC,United States,20430 +334,853 Briar Crest Circle,OH,United States,44310 +335,8 Autumn Leaf Pass,CA,United States,93407 +336,55569 Waxwing Plaza,CA,United States,95973 +337,837 Morning Lane,WA,United States,98464 +338,7093 Comanche Point,SC,United States,29403 +339,4 Westridge Terrace,NY,United States,10120 +340,3880 Westport Drive,FL,United States,34629 +341,60290 Transport Alley,KS,United States,66629 +342,4 Chive Park,MD,United States,21216 +343,4 Thierer Plaza,FL,United States,33164 +344,03 Chinook Lane,CA,United States,92513 +345,5 Swallow Trail,TX,United States,79452 +346,23 8th Road,FL,United States,32854 +347,4238 Fuller Avenue,TX,United States,88569 +348,69 Eagan Circle,LA,United States,70894 +349,97 Sachtjen Pass,CA,United States,90065 +350,93519 Oakridge Parkway,CA,United States,92825 +351,719 Tennyson Crossing,FL,United States,33620 +352,34 Burrows Point,AL,United States,35215 +353,24748 Hovde Crossing,MI,United States,48901 +354,51 Rockefeller Crossing,CA,United States,93740 +355,3801 Menomonie Drive,TX,United States,77240 +356,2 Sunfield Street,MS,United States,39216 +357,69 Onsgard Center,TX,United States,79171 +358,1 Dapin Terrace,KS,United States,66160 +359,4 Fordem Court,IA,United States,52804 +360,74697 David Park,OH,United States,45426 +361,15857 Pleasure Junction,CA,United States,93907 +362,42 New Castle Hill,TX,United States,77090 +363,0527 Saint Paul Street,NJ,United States,07505 +364,21 Center Lane,CA,United States,90805 +365,264 Stone Corner Plaza,WA,United States,98506 +366,90 Independence Alley,MO,United States,64179 +367,2719 Saint Paul Way,CO,United States,80905 +368,402 School Terrace,TX,United States,77288 +369,64 Sunnyside Plaza,DC,United States,20205 +370,46977 Dexter Alley,DE,United States,19886 +371,2149 Division Parkway,VA,United States,23464 +372,9378 Muir Hill,FL,United States,33147 +373,3067 Hanover Drive,AR,United States,71914 +374,53 Bashford Trail,NM,United States,87140 +375,7458 3rd Street,NY,United States,14646 +376,92 Lakeland Drive,TN,United States,37245 +377,5796 Jana Pass,TX,United States,77234 +378,6418 Corben Court,OH,United States,45249 +379,842 Judy Plaza,FL,United States,32610 +380,785 Golf Drive,GA,United States,30336 +381,6929 Bashford Park,FL,United States,33811 +382,875 Heath Place,TX,United States,77075 +383,38333 Lukken Crossing,CA,United States,93381 +384,590 Cottonwood Street,CA,United States,94807 +385,5 Meadow Valley Drive,NY,United States,10110 +386,25 Forster Trail,NV,United States,89105 +387,6984 Mitchell Hill,FL,United States,32819 +388,2 Mesta Road,CA,United States,90005 +389,32573 David Street,MD,United States,20883 +390,0 Declaration Center,VA,United States,24020 +391,13224 Vahlen Pass,IA,United States,50347 +392,04262 Union Avenue,FL,United States,33705 +393,66815 Orin Junction,WV,United States,25726 +394,92068 Duke Crossing,FL,United States,34642 +395,229 Banding Trail,MI,United States,48098 +396,533 Village Green Court,CA,United States,90101 +397,16924 7th Lane,WI,United States,53790 +398,290 Spenser Terrace,FL,United States,33432 +399,31333 Graedel Trail,KS,United States,67260 +400,0616 Carioca Crossing,FL,United States,32209 +401,70 Crownhardt Terrace,KY,United States,40581 +402,4560 Namekagon Drive,NY,United States,10165 +403,8022 Springs Drive,TX,United States,75185 +404,1 Elka Alley,TX,United States,79699 +405,5 Holy Cross Road,TN,United States,38308 +406,595 Vera Avenue,CA,United States,90101 +407,09 Crownhardt Lane,CA,United States,93762 +408,39 Barnett Alley,KS,United States,66606 +409,22624 Summerview Court,IN,United States,46231 +410,00 Moose Hill,TX,United States,75379 +411,555 Pawling Avenue,OK,United States,73190 +412,8439 Waxwing Road,OH,United States,45426 +413,9 Lerdahl Terrace,ID,United States,83711 +414,4 Buhler Lane,FL,United States,33325 +415,4802 Tomscot Parkway,NY,United States,10557 +416,96211 Russell Road,CA,United States,91913 +417,768 Cottonwood Terrace,TX,United States,77201 +418,401 Dwight Lane,KY,United States,41905 +419,7262 Monica Park,OR,United States,97306 +420,388 Linden Hill,MO,United States,63196 +421,18857 Bashford Pass,AZ,United States,85297 +422,0 Crest Line Street,PA,United States,19125 +423,96 Crowley Parkway,OH,United States,45228 +424,833 Oriole Park,MN,United States,55407 +425,65716 Bowman Place,WV,United States,25389 +426,8084 Utah Place,NY,United States,11054 +427,3 Cambridge Point,TN,United States,37605 +428,3355 Oak Valley Park,IA,United States,51110 +429,6445 Commercial Point,FL,United States,33330 +430,1 Ilene Pass,CA,United States,93591 +431,8457 Manley Circle,SD,United States,57105 +432,3741 Ludington Pass,UT,United States,84115 +433,89995 Russell Alley,WA,United States,99220 +434,5402 Bay Crossing,DC,United States,20051 +435,29 Merchant Park,CA,United States,93386 +436,307 Gerald Parkway,AR,United States,72209 +437,267 Northridge Terrace,SC,United States,29905 +438,18 American Ash Hill,NY,United States,10184 +439,35 Colorado Trail,NE,United States,68117 +440,025 Dahle Road,OH,United States,45408 +441,089 Sage Hill,TX,United States,78759 +442,61 Amoth Terrace,MS,United States,39210 +443,7543 Farmco Crossing,OH,United States,45454 +444,5 Warbler Center,AL,United States,35242 +445,34 Mayfield Plaza,VA,United States,23289 +446,7 Banding Road,CO,United States,80204 +447,68 Melby Place,PA,United States,19605 +448,21066 Independence Road,HI,United States,96845 +449,655 Straubel Junction,OH,United States,45271 +450,1 Independence Street,PA,United States,15225 +451,294 Cody Terrace,AL,United States,36134 +452,202 International Point,NY,United States,14225 +453,73190 Duke Court,WA,United States,98506 +454,29728 Westerfield Road,IA,United States,50362 +455,34 Shoshone Way,UT,United States,84135 +456,03 Morrow Hill,VA,United States,22096 +457,408 Truax Parkway,CO,United States,80005 +458,04641 Thierer Place,GA,United States,31106 +459,4 Sullivan Circle,MA,United States,01610 +460,036 David Drive,CA,United States,90094 +461,2 Westerfield Pass,CA,United States,95397 +462,769 Bay Street,TX,United States,77240 +463,4 Forest Avenue,TX,United States,77228 +464,269 David Junction,NY,United States,14215 +465,5621 Rusk Pass,IL,United States,60208 +466,2473 Corben Place,AL,United States,35210 +467,77 Buell Lane,FL,United States,32405 +468,99014 Logan Way,AZ,United States,85062 +469,108 Hoepker Terrace,TX,United States,75221 +470,05 Express Trail,CA,United States,92132 +471,86 Harbort Hill,NE,United States,68110 +472,1411 Buena Vista Center,DC,United States,20210 +473,518 Old Shore Crossing,MO,United States,63167 +474,8 Clyde Gallagher Center,IL,United States,61709 +475,29 Arkansas Pass,MI,United States,49444 +476,6128 Glendale Court,AZ,United States,85205 +477,48 Union Point,FL,United States,33355 +478,27501 Petterle Parkway,TX,United States,75231 +479,3 Atwood Plaza,FL,United States,32859 +480,199 5th Road,NV,United States,89155 +481,7871 Ronald Regan Drive,OH,United States,45440 +482,31505 Arizona Terrace,GA,United States,31165 +483,99 Heffernan Place,OK,United States,74149 +484,631 Heath Road,TN,United States,37931 +485,1689 Carpenter Plaza,IN,United States,46406 +486,1 Kinsman Junction,MO,United States,64187 +487,73 Comanche Drive,FL,United States,33605 +488,869 Hayes Center,VA,United States,24020 +489,0174 Arapahoe Alley,AL,United States,35254 +490,82947 Kensington Circle,PA,United States,19104 +491,07 Carpenter Way,TX,United States,78710 +492,90 Linden Hill,CA,United States,93381 +493,1972 Clemons Plaza,DC,United States,20220 +494,8 Westend Point,NV,United States,89193 +495,2916 Killdeer Lane,TX,United States,76129 +496,1 Stang Parkway,TX,United States,78044 +497,853 Hanover Hill,TX,United States,77844 +498,5026 Sunnyside Terrace,NE,United States,68517 +499,04 Towne Avenue,CA,United States,92640 +500,4 Larry Avenue,NY,United States,11431 +501,7 Division Center,VA,United States,24004 +502,82 Fremont Plaza,FL,United States,32225 +503,95341 Dapin Court,WA,United States,98417 +504,5739 Petterle Plaza,UT,United States,84135 +505,0 Johnson Way,PA,United States,19104 +506,58891 Hudson Lane,CA,United States,90847 +507,94 Anthes Parkway,LA,United States,70129 +508,52 Grasskamp Crossing,NY,United States,10039 +509,4240 Straubel Avenue,CA,United States,92176 +510,73181 High Crossing Court,MO,United States,63136 +511,01973 Moland Trail,NM,United States,87110 +512,7403 Springs Avenue,TX,United States,78296 +513,03436 Blaine Alley,UT,United States,84605 +514,805 High Crossing Place,DE,United States,19805 +515,2 Park Meadow Drive,NJ,United States,07195 +516,274 Hagan Center,CA,United States,94807 +517,4157 Superior Pass,PA,United States,17110 +518,11516 Nova Junction,NC,United States,28278 +519,2 Pleasure Center,MO,United States,64504 +520,1112 Eagle Crest Crossing,WA,United States,98185 +521,9970 Waubesa Avenue,IN,United States,46239 +522,887 Sunbrook Street,MO,United States,64193 +523,16 Troy Pass,CA,United States,95194 +524,11317 Mesta Street,NY,United States,14233 +525,7440 Myrtle Hill,FL,United States,32825 +526,7 Mallory Junction,MI,United States,48901 +527,40028 Memorial Point,TX,United States,79452 +528,8976 Larry Pass,IL,United States,62525 +529,67062 Calypso Crossing,NY,United States,10305 +530,2 Quincy Alley,MI,United States,48211 +531,57352 Porter Point,VA,United States,24515 +532,3922 West Trail,NM,United States,87121 +533,547 Annamark Court,NH,United States,00214 +534,22 Stang Road,NY,United States,10045 +535,19798 Calypso Street,DC,United States,20319 +536,0624 Charing Cross Way,OR,United States,97312 +537,3591 Washington Parkway,CA,United States,95150 +538,5606 Dwight Junction,FL,United States,32405 +539,0 Browning Avenue,TX,United States,78715 +540,3 Killdeer Trail,IN,United States,47812 +541,6116 Crownhardt Circle,CO,United States,80945 +542,421 Fairfield Terrace,CA,United States,92825 +543,343 Sheridan Place,KY,United States,40576 +544,410 Prentice Parkway,CA,United States,95138 +545,1 Loftsgordon Hill,KS,United States,66642 +546,9399 Del Mar Plaza,DC,United States,20016 +547,382 Trailsway Lane,WA,United States,98516 +548,32 Loftsgordon Parkway,LA,United States,71213 +549,2401 Ryan Trail,MA,United States,01105 +550,12 Upham Street,OK,United States,74156 +551,3 Debra Plaza,AL,United States,36605 +552,97 Ronald Regan Circle,TX,United States,79977 +553,35 Norway Maple Crossing,TX,United States,77206 +554,85581 Veith Lane,CA,United States,94126 +555,1 Pond Parkway,CA,United States,91499 +556,570 Kinsman Road,TX,United States,76310 +557,0158 Jenifer Drive,CT,United States,06152 +558,1419 Maple Pass,NY,United States,10034 +559,3 Northview Way,CA,United States,94705 +560,60830 6th Junction,PA,United States,19605 +561,04709 West Terrace,RI,United States,02912 +562,05819 Gulseth Park,DC,United States,20470 +563,96 Cambridge Alley,GA,United States,31132 +564,6 Thackeray Alley,NY,United States,10310 +565,6 Alpine Trail,FL,United States,33982 +566,2 Northland Trail,FL,United States,33283 +567,1 Glendale Point,IA,United States,52405 +568,47 Sutteridge Terrace,TX,United States,75372 +569,9465 Fieldstone Lane,PA,United States,17622 +570,258 Donald Place,DC,United States,20088 +571,676 Sloan Park,TX,United States,77844 +572,050 David Junction,IA,United States,52804 +573,5 Division Court,TX,United States,88558 +574,99283 Ridge Oak Lane,ID,United States,83705 +575,27 Oakridge Crossing,IL,United States,62718 +576,09 Superior Lane,OH,United States,45490 +577,64527 Golden Leaf Lane,WA,United States,98121 +578,2 Walton Parkway,CT,United States,06127 +579,9604 Homewood Pass,GA,United States,31196 +580,9 Armistice Lane,TX,United States,79165 +581,179 Troy Hill,AZ,United States,85255 +582,93 Elmside Parkway,FL,United States,34210 +583,53 Texas Parkway,CO,United States,80945 +584,37 Buell Park,DE,United States,19810 +585,2 Weeping Birch Avenue,WI,United States,54305 +586,0519 Banding Court,WI,United States,53710 +587,09 Melby Hill,MN,United States,55114 +588,657 Green Ridge Parkway,FL,United States,32092 +589,1 Springview Pass,OH,United States,45454 +590,7023 Melrose Point,MO,United States,63180 +591,375 Carioca Road,TX,United States,75049 +592,2 Thackeray Place,TX,United States,75236 +593,955 Nevada Lane,CA,United States,94089 +594,024 Nova Avenue,NM,United States,87201 +595,47829 Lotheville Alley,CA,United States,92612 +596,34382 Oneill Junction,CA,United States,94297 +597,02920 Londonderry Trail,DC,United States,20226 +598,647 Anhalt Center,CA,United States,91103 +599,31013 Glacier Hill Plaza,UT,United States,84115 +600,34 Longview Place,DC,United States,20238 +601,54 Heffernan Drive,LA,United States,70810 +602,8890 Lakewood Center,GA,United States,31196 +603,05135 Schurz Circle,CA,United States,95210 +604,6984 Grover Terrace,SC,United States,29625 +605,27 Heath Avenue,IA,United States,50305 +606,9 Glacier Hill Street,GA,United States,31210 +607,8660 Browning Pass,NC,United States,27425 +608,58 Crest Line Hill,TN,United States,37240 +609,92154 Macpherson Junction,IL,United States,62764 +610,93 Oak Alley,NY,United States,10165 +611,08063 Barby Plaza,TX,United States,88535 +612,495 Weeping Birch Park,TX,United States,77070 +613,53 Golf View Terrace,TX,United States,79984 +614,5 Mallory Plaza,CO,United States,80255 +615,045 Red Cloud Crossing,TX,United States,75049 +616,94744 Vernon Alley,PA,United States,15220 +617,13 Maple Road,WA,United States,98687 +618,9805 Dunning Center,TX,United States,79769 +619,8512 Village Avenue,AL,United States,35225 +620,08712 Bashford Avenue,SD,United States,57188 +621,5487 Marquette Court,IN,United States,46295 +622,179 Dexter Way,WV,United States,25775 +623,99752 Oak Way,NM,United States,87121 +624,3857 Bartillon Point,MN,United States,55114 +625,491 Cottonwood Drive,TX,United States,77206 +626,7 Moulton Way,CA,United States,94273 +627,357 Green Circle,MD,United States,20918 +628,0 Park Meadow Circle,AL,United States,36670 +629,4826 Knutson Center,OH,United States,44118 +630,29 Jenna Pass,PA,United States,15220 +631,8085 Crownhardt Terrace,CA,United States,92196 +632,522 Talisman Terrace,IL,United States,60636 +633,35 Dawn Drive,AL,United States,35815 +634,77117 Florence Alley,IN,United States,47747 +635,310 Texas Way,GA,United States,30195 +636,00592 Buena Vista Trail,FL,United States,32230 +637,5 Blaine Circle,FL,United States,32236 +638,1112 Basil Drive,OH,United States,43231 +639,78 Chive Junction,MI,United States,49048 +640,0167 Ridge Oak Junction,TX,United States,75226 +641,192 Acker Court,DC,United States,20046 +642,67457 Kensington Junction,NH,United States,03105 +643,9108 Northland Junction,CA,United States,94616 +644,637 Hazelcrest Parkway,OH,United States,43220 +645,79 Dixon Alley,AZ,United States,85030 +646,5 Eagle Crest Drive,IA,United States,50706 +647,588 Prairie Rose Terrace,IL,United States,60193 +648,6007 Lakeland Drive,CA,United States,95210 +649,33705 Debs Alley,IN,United States,46857 +650,693 Rieder Junction,TX,United States,78737 +651,269 Almo Court,VA,United States,23272 +652,4518 Crownhardt Park,IL,United States,61656 +653,7 Darwin Hill,GA,United States,30380 +654,3 Mitchell Park,MI,United States,48107 +655,0882 Upham Terrace,WV,United States,25726 +656,5 American Ash Circle,NY,United States,12305 +657,47 Stoughton Center,DC,United States,20508 +658,88 Utah Plaza,OK,United States,74103 +659,5 Hovde Parkway,CA,United States,94207 +660,00415 Carberry Parkway,NC,United States,27605 +661,70 Independence Crossing,MN,United States,55551 +662,26 Jana Plaza,PA,United States,19196 +663,52541 Glendale Avenue,TX,United States,88579 +664,1514 4th Place,NV,United States,89135 +665,079 Corben Alley,NY,United States,11247 +666,3447 Prairieview Road,NV,United States,89166 +667,21146 Northwestern Parkway,TX,United States,75049 +668,2733 Glacier Hill Drive,OH,United States,43615 +669,799 Tomscot Lane,IL,United States,60193 +670,156 Norway Maple Alley,PA,United States,19146 +671,585 1st Hill,MS,United States,39705 +672,19130 Dennis Court,PA,United States,15210 +673,87591 Lillian Street,CA,United States,93762 +674,6 Norway Maple Lane,NY,United States,10165 +675,0790 Claremont Drive,AZ,United States,85705 +676,62 Lake View Street,GA,United States,31119 +677,89 Kensington Drive,NJ,United States,07305 +678,088 Talmadge Terrace,FL,United States,33023 +679,1612 Stone Corner Terrace,AK,United States,99512 +680,8 Northport Terrace,TX,United States,77844 +681,83491 Shasta Place,OH,United States,44125 +682,64015 Sloan Alley,CA,United States,95123 +683,448 Mcbride Point,NY,United States,10474 +684,298 Almo Place,TN,United States,37240 +685,66 Crownhardt Place,GA,United States,31998 +686,19 Lukken Street,FL,United States,33018 +687,03843 Hollow Ridge Drive,PA,United States,17140 +688,474 Evergreen Terrace,TX,United States,75074 +689,99016 Merchant Street,IL,United States,60567 +690,8562 Kennedy Drive,OH,United States,45264 +691,850 Mesta Park,CA,United States,92844 +692,60 Spohn Point,AL,United States,35815 +693,9 Eastlawn Circle,NH,United States,03804 +694,5 Burrows Terrace,TX,United States,77065 +695,24 Quincy Circle,DC,United States,20425 +696,139 Northport Junction,TX,United States,75507 +697,0299 Chinook Street,DC,United States,20062 +698,0 Forster Way,TX,United States,76134 +699,53447 Anhalt Center,TX,United States,78783 +700,4148 Sachs Drive,NC,United States,27605 +701,82 Iowa Court,NJ,United States,08695 +702,3482 Bashford Court,MO,United States,64187 +703,6130 Knutson Road,AR,United States,72215 +704,77944 Cascade Crossing,MI,United States,48217 +705,22188 Grayhawk Drive,MO,United States,65898 +706,45 Golden Leaf Lane,WI,United States,53779 +707,33824 Lotheville Court,NY,United States,10249 +708,7699 Scofield Avenue,FL,United States,32511 +709,502 Heffernan Court,FL,United States,33961 +710,652 Autumn Leaf Road,CA,United States,90831 +711,094 Porter Terrace,CO,United States,80305 +712,5091 Coleman Terrace,MS,United States,39534 +713,97796 Bunker Hill Junction,CA,United States,92640 +714,3 Parkside Terrace,PA,United States,19058 +715,62 Mosinee Alley,PA,United States,16510 +716,8432 Holmberg Park,WI,United States,53215 +717,9113 Dawn Pass,CA,United States,94110 +718,93082 Carpenter Place,FL,United States,33763 +719,92174 High Crossing Road,MI,United States,48258 +720,425 Logan Junction,OH,United States,44720 +721,3 Dottie Place,AL,United States,35242 +722,43850 Mockingbird Alley,TX,United States,77288 +723,0895 Fuller Avenue,NM,United States,87121 +724,18026 Harbort Trail,SC,United States,29416 +725,6 Green Ridge Lane,KY,United States,40256 +726,0002 6th Place,GA,United States,30605 +727,1723 Magdeline Circle,CA,United States,91406 +728,90549 Farmco Trail,DC,United States,20205 +729,828 Beilfuss Court,NC,United States,27710 +730,4226 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a/hooli-demo-assets/hooli_demo_assets/__init__.py +++ /dev/null @@ -1 +0,0 @@ -from hooli_demo_assets.definitions import defs as defs \ No newline at end of file diff --git a/hooli-demo-assets/hooli_demo_assets/resources/__init__.py b/hooli-demo-assets/hooli_demo_assets/resources/__init__.py deleted file mode 100644 index bd4ab982..00000000 --- a/hooli-demo-assets/hooli_demo_assets/resources/__init__.py +++ /dev/null @@ -1,99 +0,0 @@ -import os -from pathlib import Path - -from dagster import EnvVar -from dagster_embedded_elt.sling import ( - SlingResource, - SlingConnectionResource, -) - - -def get_env(): - if os.getenv("DAGSTER_CLOUD_IS_BRANCH_DEPLOYMENT", "") == "1": - return "BRANCH" - if os.getenv("DAGSTER_CLOUD_DEPLOYMENT_NAME", "") == "data-eng-prod": - return "PROD" - return "LOCAL" - -# Path for duckdb connection - needed for local dev -current_file_path = Path(__file__) -parent_dir_path = current_file_path.parent.parent.parent.parent -DUCKDB_PATH = parent_dir_path / "dbt_project" / "example.duckdb" - - -# Alternatively a replication.yaml file can be used -def create_replication_config(env: str): - # Determine the target database dynamically based on the environment - target_database = { - 'LOCAL': 'DUCKDB', - 'BRANCH': 'SNOWFLAKE_BRANCH', - 'PROD': 'SNOWFLAKE_PROD' - }.get(env, 'DUCKDB') # Default to DUCKDB if no environment matches - - replication_config = { - "source": "S3", - "target": target_database, - "defaults": { - "mode": "full-refresh", - "object": "{stream_file_folder}.{stream_file_name}", - "source_options": { - "format": "csv" - } - }, - "streams": { - "s3://hooli-demo/embedded-elt/locations.csv": { - "object": "locations" - } - } - } - return replication_config - - -def create_sling_resource(env: str): - # Dynamically generate connection based on enviornment - connections = [ - SlingConnectionResource( - name="S3", - type="s3", - bucket=EnvVar("AWS_S3_BUCKET"), - region=EnvVar("AWS_REGION"), - access_key_id=EnvVar("AWS_ACCESS_KEY_ID"), - secret_access_key=EnvVar("AWS_SECRET_ACCESS_KEY"), - ) - ] - if env == 'LOCAL': - connections.append(SlingConnectionResource( - name="DUCKDB", - type="duckdb", - instance=f"{DUCKDB_PATH}", - database="example", - schema="raw_data", - )) - elif env == 'BRANCH': - connections.append(SlingConnectionResource( - name="SNOWFLAKE_BRANCH", - type="snowflake", - host=EnvVar("SNOWFLAKE_HOST"), - user=EnvVar("SNOWFLAKE_USER"), - password=EnvVar("SNOWFLAKE_PASSWORD"), - role=EnvVar("SNOWFLAKE_ROLE"), - database="DEMO_DB2_BRANCH", - schema="RAW_DATA", - )) - elif env == 'PROD': - connections.append(SlingConnectionResource( - name="SNOWFLAKE_PROD", - type="snowflake", - host=EnvVar("SNOWFLAKE_HOST"), - user=EnvVar("SNOWFLAKE_USER"), - password=EnvVar("SNOWFLAKE_PASSWORD"), - role=EnvVar("SNOWFLAKE_ROLE"), - database="DEMO_DB2", - schema="RAW_DATA", - )) - return SlingResource(connections=connections) - - -env = get_env() -replication_config = create_replication_config(env) -sling_resource = create_sling_resource(env) diff --git a/hooli-demo-assets/setup.py b/hooli-demo-assets/setup.py deleted file mode 100644 index 12f0d56a..00000000 --- a/hooli-demo-assets/setup.py +++ /dev/null @@ -1,12 +0,0 @@ -from setuptools import find_packages, setup - -setup( - name="hooli_demo_assets", - packages=find_packages(), - install_requires=[ - "dagster", - "dagster-cloud[insights]", - "dagster-embedded-elt", - ], - extras_require={"dev": ["dagit", "pytest"]}, -) \ No newline at end of file diff --git a/hooli_basics/Dockerfile b/hooli_basics/Dockerfile index ef531b07..19ad4766 100644 --- a/hooli_basics/Dockerfile +++ b/hooli_basics/Dockerfile @@ -1,8 +1,23 @@ -FROM python:3.12-slim +# Use a Python image with uv pre-installed +FROM ghcr.io/astral-sh/uv:python3.12-bookworm-slim WORKDIR /opt/dagster/app -ADD . . +# Enable bytecode compilation +ENV UV_COMPILE_BYTECODE=1 +ENV UV_PROJECT_ENVIRONMENT=/usr/local -RUN python -m pip install -U uv -RUN uv pip install --system -r requirements.txt +# Copy from the cache instead of linking since it's a mounted volume +ENV UV_LINK_MODE=copy + +# Install the project's dependencies using the lockfile and settings +RUN --mount=type=cache,target=/root/.cache/uv \ + --mount=type=bind,source=uv.lock,target=uv.lock \ + --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ + uv sync --frozen --no-install-project --no-dev + +# Then, add the rest of the project source code and install it +# Installing separately from its dependencies allows optimal layer caching +ADD . /opt/dagster/app +RUN --mount=type=cache,target=/root/.cache/uv \ + uv sync --frozen --no-dev \ No newline at end of file diff --git a/hooli_basics/definitions.py b/hooli_basics/definitions.py index b7d54b81..baf08303 100644 --- a/hooli_basics/definitions.py +++ b/hooli_basics/definitions.py @@ -8,18 +8,24 @@ Definitions, with_source_code_references, ) -from dagster._core.definitions.tags import StorageKindTagSet from dagster_cloud.metadata.source_code import link_code_references_to_git_if_cloud from pandas import DataFrame, read_html, get_dummies, to_numeric from sklearn.linear_model import LinearRegression as Regression @asset( - compute_kind="Kubernetes", - tags={**StorageKindTagSet(storage_kind="S3")}, + kinds={"Kubernetes", "S3"}, ) def country_stats() -> DataFrame: df = read_html("https://tinyurl.com/mry64ebh", flavor='html5lib')[0] - df.columns = ["country", "continent", "region", "pop_2022", "pop_2023", "pop_change"] + df.columns = ["country", "Population (1 July 2022)", "Population (1 July 2023)", "Change", "UN Continental Region[1]", "UN Statistical Subregion[1]"] + df = df.drop(columns=["Change"]) + df = df.rename(columns={ + "UN Continental Region[1]": "continent", + "UN Statistical Subregion[1]": "region", + "Population (1 July 2022)": "pop_2022", + "Population (1 July 2023)": "pop_2023", + } + ) df["pop_change"] = ((to_numeric(df["pop_2023"]) / to_numeric(df["pop_2022"])) - 1)*100 return df @@ -27,11 +33,10 @@ def country_stats() -> DataFrame: asset=country_stats ) def check_country_stats(country_stats): - return AssetCheckResult(success=True) + return AssetCheckResult(passed=True) @asset( - compute_kind="Kubernetes", - tags={**StorageKindTagSet(storage_kind="S3")}, + kinds={"Kubernetes", "S3"} ) def change_model(country_stats: DataFrame) -> Regression: data = country_stats.dropna(subset=["pop_change"]) @@ -39,8 +44,7 @@ def change_model(country_stats: DataFrame) -> Regression: return Regression().fit(dummies, data["pop_change"]) @asset( - compute_kind="Kubernetes", - tags={**StorageKindTagSet(storage_kind="S3")}, + kinds={"Kubernetes", "S3"} ) def continent_stats(country_stats: DataFrame, change_model: Regression) -> DataFrame: result = country_stats.groupby("continent").sum() diff --git a/hooli_basics/pyproject.toml b/hooli_basics/pyproject.toml new file mode 100644 index 00000000..2313d305 --- /dev/null +++ b/hooli_basics/pyproject.toml @@ -0,0 +1,31 @@ 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install --system -e . \ No newline at end of file +# Copy from the cache instead of linking since it's a mounted volume +ENV UV_LINK_MODE=copy + +# Install the project's dependencies using the lockfile and settings +RUN --mount=type=cache,target=/root/.cache/uv \ + --mount=type=bind,source=uv.lock,target=uv.lock \ + --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ + uv sync --frozen --no-install-project --no-dev + +# Then, add the rest of the project source code and install it +# Installing separately from its dependencies allows optimal layer caching +ADD . /opt/dagster/app +RUN --mount=type=cache,target=/root/.cache/uv \ + uv sync --frozen --no-dev \ No newline at end of file diff --git a/hooli_batch_enrichment/dagster_batch_enrichment/assets.py b/hooli_batch_enrichment/dagster_batch_enrichment/assets.py index 023b32a2..60b94870 100644 --- a/hooli_batch_enrichment/dagster_batch_enrichment/assets.py +++ b/hooli_batch_enrichment/dagster_batch_enrichment/assets.py @@ -1,7 +1,6 @@ import json from dagster import asset, OpExecutionContext ,MetadataValue, DynamicOut, Config, op, DynamicOutput, Out, graph_asset, RetryPolicy, Config -from dagster._core.definitions.tags import StorageKindTagSet import pandas as pd from pydantic import Field import numpy as np @@ -17,8 +16,7 @@ class experimentConfig(Config): ) @asset( - compute_kind="Kubernetes", - tags={**StorageKindTagSet(storage_kind="S3")}, + kinds={"Kubernetes", "S3"}, ) def raw_data( context: OpExecutionContext, @@ -91,9 +89,7 @@ def concat_chunk_list(chunks) -> pd.DataFrame: @graph_asset( - tags={ - **StorageKindTagSet(storage_kind="S3"), - }, + kinds={"Kubernetes", "S3"}, ) def enriched_data(raw_data) -> pd.DataFrame: """Full enrichment process""" diff --git a/hooli_batch_enrichment/pyproject.toml b/hooli_batch_enrichment/pyproject.toml index f5de7d17..49603f94 100644 --- a/hooli_batch_enrichment/pyproject.toml +++ b/hooli_batch_enrichment/pyproject.toml @@ -1,6 +1,29 @@ +[project] +name = 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dagster_cloud.dagster_insights import dbt_with_snowflake_insights @@ -22,7 +21,7 @@ from dagster_dbt.asset_decorator import dbt_assets from hooli_data_eng.resources import dbt_project from dagster_dbt.freshness_builder import build_freshness_checks_from_dbt_assets -from dagster import build_sensor_for_freshness_checks +from dagster import build_sensor_for_freshness_checks # many dbt assets use an incremental approach to avoid @@ -36,13 +35,24 @@ DBT_MANIFEST = dbt_project.manifest_path -allow_outdated_parents_policy = AutoMaterializePolicy.eager().without_rules( - AutoMaterializeRule.skip_on_parent_outdated() +allow_outdated_parents_policy = AutomationCondition.eager().as_auto_materialize_policy() + + +became_missing_or_any_parents_updated = ( + AutomationCondition.missing().newly_true().with_label("became missing") + | AutomationCondition.any_deps_match( + AutomationCondition.newly_updated() | AutomationCondition.will_be_requested() + ).with_label("any parents updated") ) -allow_outdated_and_missing_parents_policy = AutoMaterializePolicy.eager().without_rules( - AutoMaterializeRule.skip_on_parent_outdated(), - AutoMaterializeRule.skip_on_parent_missing(), # non-partitioned assets should run even if some upstream partitions are missing +allow_outdated_and_missing_parents_condition = ( + AutomationCondition.in_latest_time_window() + & became_missing_or_any_parents_updated.since( + AutomationCondition.newly_requested() | AutomationCondition.newly_updated() + ) + & ~AutomationCondition.in_progress() +).with_label( + "update non-partitioned asset while allowing some missing or outdated parent partitions" ) @@ -90,8 +100,15 @@ def get_metadata(self, dbt_resource_props: Mapping[str, Any]) -> Mapping[str, An return {**default_metadata, **metadata} - def get_auto_materialize_policy(self, dbt_resource_props: Mapping[str, Any]): - return allow_outdated_parents_policy + def get_automation_condition(self, dbt_resource_props: Mapping[str, Any]): + if dbt_resource_props["name"] in ["company_stats", "locations_cleaned", "weekly_order_summary", "order_stats"]: + return allow_outdated_and_missing_parents_condition + + if dbt_resource_props["name"] in ["sku_stats"]: + return AutomationCondition.on_cron('0 0 1 * *') + + if dbt_resource_props["name"] in ["company_perf"]: + return AutomationCondition.any_downstream_conditions() def get_owners(self, dbt_resource_props: Mapping[str, Any]): return [ @@ -100,16 +117,9 @@ def get_owners(self, dbt_resource_props: Mapping[str, Any]): ] -class CustomDagsterDbtTranslatorForViews(CustomDagsterDbtTranslator): - def get_auto_materialize_policy(self, dbt_resource_props: Mapping[str, Any]): - return allow_outdated_and_missing_parents_policy - - -def _process_partitioned_dbt_assets(context: OpExecutionContext, dbt: DbtCliResource): +def _process_partitioned_dbt_assets(context: AssetExecutionContext, dbt: DbtCliResource): # map partition key range to dbt vars - first_partition, last_partition = context.asset_partitions_time_window_for_output( - list(context.selected_output_names)[0] - ) + first_partition, last_partition = context.partition_time_window dbt_vars = {"min_date": str(first_partition), "max_date": str(last_partition)} dbt_args = ["build", "--vars", json.dumps(dbt_vars)] @@ -122,7 +132,7 @@ def _process_partitioned_dbt_assets(context: OpExecutionContext, dbt: DbtCliReso context=context, dbt_cli_invocation=dbt_cli_task, dagster_events=dbt_cli_task.stream().fetch_row_counts().fetch_column_metadata(), - ) + ) # fetch run_results.json to log compiled SQL run_results_json = dbt_cli_task.get_artifact("run_results.json") @@ -137,13 +147,15 @@ def _process_partitioned_dbt_assets(context: OpExecutionContext, dbt: DbtCliReso select="orders_cleaned users_cleaned orders_augmented location_stats", partitions_def=daily_partitions, dagster_dbt_translator=CustomDagsterDbtTranslator( - settings=DagsterDbtTranslatorSettings(enable_asset_checks=True, - enable_code_references=True,) + settings=DagsterDbtTranslatorSettings( + enable_asset_checks=True, + enable_code_references=True, + ) ), backfill_policy=BackfillPolicy.single_run(), ) -def daily_dbt_assets(context: OpExecutionContext, dbt2: DbtCliResource): - yield from _process_partitioned_dbt_assets(context=context, dbt=dbt2) +def daily_dbt_assets(context: AssetExecutionContext, dbt: DbtCliResource): + yield from _process_partitioned_dbt_assets(context=context, dbt=dbt) @dbt_assets( @@ -152,32 +164,39 @@ def daily_dbt_assets(context: OpExecutionContext, dbt2: DbtCliResource): select="weekly_order_summary order_stats", partitions_def=weekly_partitions, dagster_dbt_translator=CustomDagsterDbtTranslator( - DagsterDbtTranslatorSettings(enable_asset_checks=True, - enable_code_references=True,) + DagsterDbtTranslatorSettings( + enable_asset_checks=True, + enable_code_references=True, + ) ), backfill_policy=BackfillPolicy.single_run(), ) -def weekly_dbt_assets(context: OpExecutionContext, dbt2: DbtCliResource): - yield from _process_partitioned_dbt_assets(context=context, dbt=dbt2) +def weekly_dbt_assets(context: AssetExecutionContext, dbt: DbtCliResource): + yield from _process_partitioned_dbt_assets(context=context, dbt=dbt) + -weekly_freshness_check = build_freshness_checks_from_dbt_assets(dbt_assets=[weekly_dbt_assets]) -weekly_freshness_check_sensor=build_sensor_for_freshness_checks( - freshness_checks=weekly_freshness_check, - name="weekly_freshness_check_sensor" +weekly_freshness_check = build_freshness_checks_from_dbt_assets( + dbt_assets=[weekly_dbt_assets] +) +weekly_freshness_check_sensor = build_sensor_for_freshness_checks( + freshness_checks=weekly_freshness_check, name="weekly_freshness_check_sensor" ) + @dbt_assets( manifest=DBT_MANIFEST, project=dbt_project, - select="company_perf sku_stats company_stats locations_cleaned", - dagster_dbt_translator=CustomDagsterDbtTranslatorForViews( - DagsterDbtTranslatorSettings(enable_asset_checks=True, - enable_code_references=True,) + select="company_stats locations_cleaned sku_stats company_perf", + dagster_dbt_translator=CustomDagsterDbtTranslator( + DagsterDbtTranslatorSettings( + enable_asset_checks=True, + enable_code_references=True, + ) ), ) -def views_dbt_assets(context: OpExecutionContext, dbt2: DbtCliResource): +def regular_dbt_assets(context: AssetExecutionContext, dbt: DbtCliResource): # Invoke dbt CLI - dbt_cli_task = dbt2.cli(["build"], context=context) + dbt_cli_task = dbt.cli(["build"], context=context) # Emits an AssetObservation for each asset materialization, which is used to # identify the Snowflake credit consumption @@ -185,7 +204,7 @@ def views_dbt_assets(context: OpExecutionContext, dbt2: DbtCliResource): context=context, dbt_cli_invocation=dbt_cli_task, dagster_events=dbt_cli_task.stream().fetch_row_counts().fetch_column_metadata(), - ) + ) # fetch run_results.json to log compiled SQL run_results_json = dbt_cli_task.get_artifact("run_results.json") @@ -206,14 +225,21 @@ def dbt_slim_ci(dbt2: DbtCliResource): dbt2.state_path, ] - yield from dbt2.cli( - args=dbt_command, - manifest=DBT_MANIFEST, - dagster_dbt_translator=CustomDagsterDbtTranslator( - DagsterDbtTranslatorSettings(enable_asset_checks=True, - enable_code_references=True,) - ), - ).stream().fetch_row_counts().fetch_column_metadata() + yield from ( + dbt2.cli( + args=dbt_command, + manifest=DBT_MANIFEST, + dagster_dbt_translator=CustomDagsterDbtTranslator( + DagsterDbtTranslatorSettings( + enable_asset_checks=True, + enable_code_references=True, + ) + ), + ) + .stream() + .fetch_row_counts() + .fetch_column_metadata() + ) # This job will be triggered by Pull Request and should only run new or changed dbt models diff --git a/hooli_data_eng/assets/forecasting/__init__.py b/hooli_data_eng/assets/forecasting/__init__.py index 5004ce30..396705ff 100644 --- a/hooli_data_eng/assets/forecasting/__init__.py +++ b/hooli_data_eng/assets/forecasting/__init__.py @@ -5,8 +5,8 @@ from scipy import optimize from dagster import ( - AssetIn, asset, + AssetIn, MonthlyPartitionsDefinition, Output, Field, @@ -16,17 +16,17 @@ ) from dagster_k8s import PipesK8sClient from dagstermill import define_dagstermill_asset -from dagster._core.definitions.tags import StorageKindTagSet +from dagster._core.definitions.tags import build_kind_tag from dagster._utils import file_relative_path from dagster_databricks import PipesDatabricksClient from databricks.sdk.service import jobs from pydantic import Field -from hooli_data_eng.utils.storage_kind_helpers import get_storage_kind +from hooli_data_eng.utils.kind_helpers import get_kind # dynamically determine storage_kind based on environment -storage_kind = get_storage_kind() +storage_kind = get_kind() def model_func(x, a, b): @@ -62,9 +62,8 @@ class modelHyperParams(Config): @asset( ins={"weekly_order_summary": AssetIn(key_prefix=["ANALYTICS"])}, - compute_kind="scikitlearn", io_manager_key="model_io_manager", - tags={**StorageKindTagSet(storage_kind="s3")}, + kinds={"scikitlearn", "S3"} ) def order_forecast_model( context, weekly_order_summary: pd.DataFrame, config: modelHyperParams @@ -95,12 +94,13 @@ def order_forecast_model( "weekly_order_summary": AssetIn(key_prefix=["ANALYTICS"]), "order_forecast_model": AssetIn(), }, - compute_kind="scikitlearn", key_prefix=["forecasting"], io_manager_key="model_io_manager", partitions_def=MonthlyPartitionsDefinition(start_date="2022-01-01"), - tags={"core_kpis":"", - **StorageKindTagSet(storage_kind=storage_kind)}, + tags={ + "core_kpis":"", + }, + kinds={"scikitlearn", storage_kind} ) def model_stats_by_month( context, @@ -137,9 +137,8 @@ def model_stats_by_month( "weekly_order_summary": AssetIn(key_prefix=["ANALYTICS"]), "order_forecast_model": AssetIn(), }, - compute_kind="pandas", key_prefix=["FORECASTING"], - tags={**StorageKindTagSet(storage_kind=storage_kind)}, + kinds={"pandas", storage_kind} ) def predicted_orders( weekly_order_summary: pd.DataFrame, order_forecast_model: Tuple[float, float] @@ -163,11 +162,10 @@ def predicted_orders( # for building a databricks cluster @asset( ins={"predicted_orders": AssetIn(key_prefix=["FORECASTING"])}, - compute_kind="pyspark", key_prefix=["FORECASTING"], required_resource_keys={"step_launcher", "pyspark"}, metadata={"resource_constrained_at": 50}, - tags={**StorageKindTagSet(storage_kind="databricks")}, + kinds={"pyspark", "databricks"}, ) def big_orders(context, predicted_orders: pd.DataFrame): """Days where predicted orders surpass our current carrying capacity""" @@ -187,7 +185,7 @@ def big_orders(context, predicted_orders: pd.DataFrame): "order_forecast_model": AssetIn(), }, required_resource_keys={"io_manager"}, - asset_tags={**StorageKindTagSet(storage_kind="S3")}, + asset_tags={**build_kind_tag("S3")}, ) @@ -196,8 +194,7 @@ def big_orders(context, predicted_orders: pd.DataFrame): # or use that upstream Snowflake table, it is used here for illustrative purposes @asset( deps=[predicted_orders], - compute_kind="databricks", - tags={**StorageKindTagSet(storage_kind="databricks")}, + kinds={"pyspark", "databricks"}, ) def databricks_asset( context: AssetExecutionContext, @@ -245,8 +242,7 @@ def databricks_asset( # or use that upstream Snowflake table, it is used here for illustrative purposes @asset( deps=[predicted_orders], - compute_kind="kubernetes", - tags={**StorageKindTagSet(storage_kind="S3")}, + kinds={"kubernetes", "S3"}, ) def k8s_pod_asset( context: AssetExecutionContext, @@ -283,4 +279,4 @@ def k8s_pod_asset( namespace="data-eng-prod", base_pod_spec=pod_spec, extras=extras, - ).get_materialize_result() + ).get_materialize_result() \ No newline at end of file diff --git a/hooli_data_eng/assets/marketing/__init__.py b/hooli_data_eng/assets/marketing/__init__.py index b13a43e0..787ff5a1 100644 --- a/hooli_data_eng/assets/marketing/__init__.py +++ b/hooli_data_eng/assets/marketing/__init__.py @@ -1,6 +1,7 @@ import datetime from dagster import ( + AutomationCondition, asset, build_last_update_freshness_checks, build_sensor_for_freshness_checks, @@ -13,29 +14,26 @@ AssetKey, define_asset_job, ScheduleDefinition, - AssetSelection -) -from dagster._core.definitions.tags import StorageKindTagSet + AssetSelection, + EnvVar,) +from dagster_snowflake import SnowflakeResource from dagster_cloud.anomaly_detection import build_anomaly_detection_freshness_checks import pandas as pd - -from hooli_data_eng.assets.dbt_assets import allow_outdated_parents_policy -from hooli_data_eng.utils.storage_kind_helpers import get_storage_kind +from hooli_data_eng.utils.kind_helpers import get_kind # dynamically determine storage_kind based on environment -storage_kind = get_storage_kind() +storage_kind = get_kind() # These assets take data from a SQL table managed by # dbt and create summaries using pandas @asset( key_prefix="MARKETING", - auto_materialize_policy=allow_outdated_parents_policy, - compute_kind="pandas", + automation_condition=AutomationCondition.on_cron('0 0 1-31/2 * *'), owners=["team:programmers", "lopp@dagsterlabs.com"], ins={"company_perf": AssetIn(key_prefix=["ANALYTICS"])}, - tags={**StorageKindTagSet(storage_kind=storage_kind)}, + kinds={"pandas", storage_kind}, ) def avg_orders( context: AssetExecutionContext, company_perf: pd.DataFrame @@ -58,10 +56,9 @@ def check_avg_orders(context, avg_orders: pd.DataFrame): @asset( key_prefix="MARKETING", - compute_kind="pandas", owners=["team:programmers"], ins={"company_perf": AssetIn(key_prefix=["ANALYTICS"])}, - tags={**StorageKindTagSet(storage_kind=storage_kind)}, + kinds={"pandas", storage_kind}, ) def min_order(context, company_perf: pd.DataFrame) -> pd.DataFrame: """Computes min order KPI""" @@ -78,10 +75,9 @@ def min_order(context, company_perf: pd.DataFrame) -> pd.DataFrame: @asset( partitions_def=product_skus, io_manager_key="model_io_manager", - compute_kind="hex", key_prefix="MARKETING", ins={"sku_stats": AssetIn(key_prefix=["ANALYTICS"])}, - tags={**StorageKindTagSet(storage_kind="s3")}, + kinds={"hex", "s3"}, ) def key_product_deepdive(context, sku_stats): """Creates a file for a BI tool based on the current quarters top product, represented as a dynamic partition""" diff --git a/hooli_data_eng/assets/raw_data/__init__.py b/hooli_data_eng/assets/raw_data/__init__.py index c6b33691..7ea09c31 100644 --- a/hooli_data_eng/assets/raw_data/__init__.py +++ b/hooli_data_eng/assets/raw_data/__init__.py @@ -15,15 +15,14 @@ MetadataValue, RetryPolicy, ) -from dagster._core.definitions.tags import StorageKindTagSet import pandas as pd from hooli_data_eng.resources.api import RawDataAPI -from hooli_data_eng.utils.storage_kind_helpers import get_storage_kind +from hooli_data_eng.utils.kind_helpers import get_kind # dynamically determine storage_kind based on environment -storage_kind = get_storage_kind() +storage_kind = get_kind() daily_partitions = DailyPartitionsDefinition( @@ -40,12 +39,10 @@ def _daily_partition_seq(start, end): @asset( - compute_kind="api", partitions_def=daily_partitions, metadata={"partition_expr": "created_at"}, backfill_policy=BackfillPolicy.single_run(), - tags={"core_kpis":"", - **StorageKindTagSet(storage_kind=storage_kind)}, + kinds={"api", storage_kind}, ) def users(context, api: RawDataAPI) -> pd.DataFrame: """A table containing all users data""" @@ -82,7 +79,6 @@ def check_users(context, users: pd.DataFrame): ) @asset( - compute_kind="api", partitions_def=daily_partitions, metadata={"partition_expr": "DT"}, retry_policy=RetryPolicy( @@ -92,8 +88,7 @@ def check_users(context, users: pd.DataFrame): jitter=Jitter.FULL ), backfill_policy=BackfillPolicy.single_run(), - code_version="1", - tags={**StorageKindTagSet(storage_kind=storage_kind)}, + kinds={"api", storage_kind}, ) def orders(context, api: RawDataAPI) -> pd.DataFrame: """A table containing all orders that have been placed""" diff --git a/hooli_data_eng/assets/test_delayed_asset_alert_email.py b/hooli_data_eng/assets/test_delayed_asset_alert_email.py deleted file mode 100644 index 76b01bb9..00000000 --- a/hooli_data_eng/assets/test_delayed_asset_alert_email.py +++ /dev/null @@ -1,38 +0,0 @@ - -from hooli_data_eng.resources.sensor_smtp import local_email_alert, ses_email_alert -import os -from dagster import build_freshness_policy_sensor_context, FreshnessPolicy, AssetKey, build_resources - -SMTP_USERNAME = os.getenv("SMTP_USERNAME") -SMTP_PASSWORD = os.getenv("SMTP_PASSWORD") - - -context = build_freshness_policy_sensor_context( - sensor_name="test_delay_sensor", - asset_key=AssetKey("test_asset"), - freshness_policy=FreshnessPolicy(maximum_lag_minutes=1), - previous_minutes_late=1, - minutes_late=5 -) - - -with build_resources({ - "email": local_email_alert.configured({ - "smtp_email_to": ["test@test.com"], - "smtp_email_from": "no-reply@test.com" - }) -}) as resources: - resources.email.send_email_alert(context) - -with build_resources({ - "email": ses_email_alert.configured({ - "smtp_host": "email-smtp.us-west-2.amazonaws.com", - "smtp_username": SMTP_USERNAME, - "smtp_password": SMTP_PASSWORD, - "smtp_email_from": "lopp@elementl.com", - "smtp_email_to": ["lopp@elementl.com"] - }) -}) as resources: - resources.email.send_email_alert(context) - - diff --git a/hooli_data_eng/blueprints/blueprints.py b/hooli_data_eng/blueprints/blueprints.py new file mode 100644 index 00000000..c53b9e5c --- /dev/null +++ b/hooli_data_eng/blueprints/blueprints.py @@ -0,0 +1,34 @@ +from pathlib import Path +from typing import Literal, Optional + +from dagster import define_asset_job, Definitions, ScheduleDefinition +from dagster_blueprints import YamlBlueprintsLoader +from dagster_blueprints.blueprint import Blueprint +from dagster_dbt import build_dbt_asset_selection + +from hooli_data_eng.assets.dbt_assets import daily_dbt_assets + +# This class is used to construct dbt jobs via yaml files + +class DbtSelectScheduledJobBlueprint(Blueprint): + type: Literal["dbt_select_job"] + name: str + select: str + exclude: Optional[str] + cron: str + + def build_defs(self) -> Definitions: + job_def = define_asset_job( + name=self.name, + selection=build_dbt_asset_selection( + [daily_dbt_assets], dbt_select=self.select, dbt_exclude=self.exclude + ), + ) + schedule_def = ScheduleDefinition(job=job_def, cron_schedule=self.cron) + return Definitions(schedules=[schedule_def]) + +# The loader will pick up any yaml files in the blueprints_jobs directory +loader = YamlBlueprintsLoader( + per_file_blueprint_type=DbtSelectScheduledJobBlueprint, + path=Path(__file__).parent / "blueprints_jobs", +) \ No newline at end of file diff --git a/hooli_data_eng/blueprints/blueprints_jobs/dbt_job.yaml b/hooli_data_eng/blueprints/blueprints_jobs/dbt_job.yaml new file mode 100644 index 00000000..839f6bdf --- /dev/null +++ b/hooli_data_eng/blueprints/blueprints_jobs/dbt_job.yaml @@ -0,0 +1,5 @@ +type: dbt_select_job +name: dbt_blueprints_job +select: "tag:all_cleaned_models" +exclude: +cron: 0 8 * * * \ No newline at end of file diff --git a/hooli_data_eng/definitions.py b/hooli_data_eng/definitions.py index 1e8ca2ea..81cea58b 100644 --- a/hooli_data_eng/definitions.py +++ b/hooli_data_eng/definitions.py @@ -1,5 +1,4 @@ from pathlib import Path - from dagster import ( AnchorBasedFilePathMapping, Definitions, @@ -15,6 +14,7 @@ from hooli_data_eng.assets.dbt_assets import dbt_slim_ci_job from hooli_data_eng.assets.marketing import check_avg_orders from hooli_data_eng.assets.raw_data import check_users, raw_data_schema_checks +from hooli_data_eng.blueprints.blueprints import loader from hooli_data_eng.jobs import analytics_job, predict_job from hooli_data_eng.resources import get_env, resource_def from hooli_data_eng.schedules import analytics_schedule @@ -22,7 +22,6 @@ from hooli_data_eng.sensors.watch_s3 import watch_s3_sensor from hooli_data_eng.assets.marketing import avg_orders_freshness_check, min_order_freshness_check, min_order_freshness_check_sensor, check_avg_orders, avg_orders_freshness_check_schedule from hooli_data_eng.assets.dbt_assets import weekly_freshness_check, weekly_freshness_check_sensor - # --------------------------------------------------- # Assets @@ -59,18 +58,20 @@ marketing_assets = load_assets_from_package_module(marketing, group_name="MARKETING") + # --------------------------------------------------- # Definitions # Definitions are the collection of assets, jobs, schedules, resources, and sensors # used with a project. Dagster Cloud deployments can contain mulitple projects. -defs = Definitions( +# Use Definitions.merge to include blueprints definitions +defs = Definitions.merge(loader.load_defs(), Definitions( executor=multiprocess_executor.configured( {"max_concurrent": 3} ), assets=link_code_references_to_git_if_cloud( - with_source_code_references([*dbt_assets, *raw_data_assets, *forecasting_assets, *marketing_assets]), + with_source_code_references([*dbt_assets, *raw_data_assets, *forecasting_assets, *marketing_assets,]), file_path_mapping=AnchorBasedFilePathMapping( local_file_anchor=Path(__file__), file_anchor_path_in_repository="hooli_data_eng/definitions.py" @@ -88,4 +89,6 @@ weekly_freshness_check_sensor ], jobs=[analytics_job, predict_job, dbt_slim_ci_job], + ) ) + diff --git a/hooli_data_eng/resources/__init__.py b/hooli_data_eng/resources/__init__.py index 0574363d..12083874 100644 --- a/hooli_data_eng/resources/__init__.py +++ b/hooli_data_eng/resources/__init__.py @@ -21,7 +21,6 @@ # from hooli_data_eng.resources.dbt import DbtCli2 as DbtCli # from hooli_data_eng.resources.warehouse import MySnowflakeIOManager as SnowflakePandasIOManager from hooli_data_eng.resources.sensor_file_managers import s3FileSystem, LocalFileSystem -from hooli_data_eng.resources.sensor_smtp import LocalEmailAlert, SESEmailAlert from databricks.sdk import WorkspaceClient from dagster_databricks import PipesDatabricksClient @@ -70,9 +69,6 @@ "pyspark": pyspark_resource, "step_launcher": ResourceDefinition.none_resource(), "monitor_fs": LocalFileSystem(base_dir=file_relative_path(__file__, ".")), - "email": LocalEmailAlert( - smtp_email_to=["data@awesome.com"], smtp_email_from="no-reply@awesome.com" - ), "pipes_databricks_client": ResourceDefinition.none_resource(), "pipes_k8s_client": ResourceDefinition.none_resource(), }, @@ -97,7 +93,6 @@ "monitor_fs": s3FileSystem( region_name="us-west-2", s3_bucket="hooli-demo-branch" ), - "email": ResourceDefinition.none_resource(), "pipes_databricks_client": ResourceDefinition.none_resource(), "pipes_k8s_client": PipesK8sClient(), }, @@ -120,13 +115,6 @@ "pyspark": pyspark_resource, "step_launcher": db_step_launcher, "monitor_fs": s3FileSystem(region_name="us-west-2", s3_bucket="hooli-demo"), - "email": SESEmailAlert( - smtp_host="email-smtp.us-west-2.amazonaws.com", - smtp_email_from="lopp@elementl.com", - smtp_email_to=["lopp@elementl.com"], - smtp_username=EnvVar("SMTP_USERNAME"), - smtp_password=EnvVar("SMTP_PASSWORD"), - ), "pipes_databricks_client": PipesDatabricksClient(client), "pipes_k8s_client": PipesK8sClient(), }, diff --git a/hooli_data_eng/resources/sensor_smtp.py b/hooli_data_eng/resources/sensor_smtp.py deleted file mode 100644 index e65fb527..00000000 --- a/hooli_data_eng/resources/sensor_smtp.py +++ /dev/null @@ -1,129 +0,0 @@ -from dagster import FreshnessPolicySensorContext, ConfigurableResource -from dagster._utils.alert import EMAIL_MESSAGE, send_email_via_ssl -from dagster._core.errors import DagsterInvalidDefinitionError -from typing import Callable, Optional, Sequence -import datetime -import ssl -import smtplib -import os -from typing import List - - -def send_email_via_starttls( - email_from: str, - email_password: str, - email_username: str, - email_to: Sequence[str], - message: str, - smtp_host: str, - smtp_port: int, -): - context = ssl.create_default_context() - with smtplib.SMTP(smtp_host, smtp_port) as server: - server.starttls(context=context) - server.login(email_username, email_password) - server.sendmail(email_from, email_to, message) - - -def _default_delay_email_body(context) -> str: - return "
".join( - [ - f"Asset { context.asset_key } late!", - f"Late by: { context.minutes_late } minutes", - ] - ) - - -def _default_delay_email_subject(context) -> str: - return f"Dagster Asset Late: { context.asset_key }" - - -def send_email_alert( - context: FreshnessPolicySensorContext, - email_from: str, - email_username: str, - email_password: str, - email_to: Sequence[str], - email_body_fn: Callable[ - ["FreshnessPolicySensorContext"], str - ] = _default_delay_email_body, - email_subject_fn: Callable[ - ["FreshnessPolicySensorContext"], str - ] = _default_delay_email_subject, - smtp_host: str = "smtp.gmail.com", - smtp_type: str = "SSL", - smtp_port: Optional[int] = None, -): - email_body = email_body_fn(context) - message = EMAIL_MESSAGE.format( - email_to=",".join(email_to), - email_from=email_from, - email_subject=email_subject_fn(context), - email_body=email_body, - randomness=datetime.datetime.now(), - ) - - if smtp_type == "SSL": - send_email_via_ssl( - email_from, - email_password, - email_to, - message, - smtp_host, - smtp_port=smtp_port or 465, - ) - elif smtp_type == "STARTTLS": - send_email_via_starttls( - email_from, - email_password, - email_username, - email_to, - message, - smtp_host, - smtp_port=smtp_port or 587, - ) - else: - raise DagsterInvalidDefinitionError( - f'smtp_type "{smtp_type}" is not supported.' - ) - -class EmailAlert(ConfigurableResource): - def send_email_alert(self, context): - raise NotImplementedError() - -class SESEmailAlert(EmailAlert): - smtp_host: str - smtp_username: str - smtp_password: str - smtp_email_from: str - smtp_email_to: List[str] - - def send_email_alert(self, context): - - return send_email_alert( - context=context, - email_username=self.smtp_username, - email_from=self.smtp_email_from, - email_to=self.smtp_email_to, - email_password=self.smtp_password, - smtp_host=self.smtp_host, - smtp_type="STARTTLS", - smtp_port=587, - ) - - -class LocalEmailAlert(EmailAlert): - smtp_email_from: str - smtp_email_to: List[str] - - def send_email_alert(self, context): - email_body = _default_delay_email_body(context) - message = EMAIL_MESSAGE.format( - email_to=",".join(self.smtp_email_to), - email_from=self.smtp_email_from, - email_subject=_default_delay_email_subject(context), - email_body=email_body, - randomness=datetime.datetime.now(), - ) - print(message) - return diff --git a/hooli_data_eng/sensors/__init__.py b/hooli_data_eng/sensors/__init__.py index 2c45f25a..287b2f71 100644 --- a/hooli_data_eng/sensors/__init__.py +++ b/hooli_data_eng/sensors/__init__.py @@ -11,7 +11,7 @@ from hooli_data_eng.jobs import predict_job -from hooli_data_eng.assets.dbt_assets import views_dbt_assets +from hooli_data_eng.assets.dbt_assets import regular_dbt_assets from hooli_data_eng.utils.dbt_code_version import get_current_dbt_code_version # This sensor listens for changes to the orders_augmented asset which @@ -24,12 +24,12 @@ def orders_sensor(context: SensorEvaluationContext, asset_event: EventLogEntry): -@sensor(asset_selection=AssetSelection.assets(views_dbt_assets)) +@sensor(asset_selection=AssetSelection.assets(regular_dbt_assets)) def dbt_code_version_sensor(context: SensorEvaluationContext): - context.log.info(f"Checking code versions for assets: {views_dbt_assets.keys}") + context.log.info(f"Checking code versions for assets: {regular_dbt_assets.keys}") assets_to_materialize = [] - for asset_key in views_dbt_assets.keys: + for asset_key in regular_dbt_assets.keys: latest_materialization = context.instance.get_latest_materialization_event(asset_key) if latest_materialization: latest_code_version = latest_materialization.asset_materialization.tags.get("dagster/code_version") diff --git a/hooli_data_eng/sensors/delayed_asset_alerts.py b/hooli_data_eng/sensors/delayed_asset_alerts.py deleted file mode 100644 index 49fd88d4..00000000 --- a/hooli_data_eng/sensors/delayed_asset_alerts.py +++ /dev/null @@ -1,18 +0,0 @@ -# Removed in Dagster 1.7.0 in favor of asset freshness checks - -# from dagster import FreshnessPolicySensorContext, freshness_policy_sensor, AssetSelection, AssetKey, build_resources, ResourceDefinition, EnvVar -# from hooli_data_eng.resources.sensor_smtp import EmailAlert - -# import os - -# assets_to_monitor = AssetSelection.keys(AssetKey(["MARKETING", "avg_order"])) | AssetSelection.keys(AssetKey(["ANALYTICS", "weekly_order_summary"])) - -# @freshness_policy_sensor(asset_selection=assets_to_monitor) -# def asset_delay_alert_sensor(context: FreshnessPolicySensorContext, email: EmailAlert): -# if context.minutes_late is None or context.previous_minutes_late is None: -# return - -# if context.minutes_late >= 2 and context.previous_minutes_late < 2: -# email.send_email_alert(context) - -# return \ No newline at end of file diff --git a/hooli_data_eng/utils/storage_kind_helpers.py b/hooli_data_eng/utils/kind_helpers.py similarity index 92% rename from hooli_data_eng/utils/storage_kind_helpers.py rename to hooli_data_eng/utils/kind_helpers.py index 15270d70..09524f76 100644 --- a/hooli_data_eng/utils/storage_kind_helpers.py +++ b/hooli_data_eng/utils/kind_helpers.py @@ -1,6 +1,6 @@ import os -def get_storage_kind() -> str: +def get_kind() -> str: """ Determine the storage kind based on the environment. diff --git a/hooli_snowflake_insights/Dockerfile b/hooli_snowflake_insights/Dockerfile index d671b3b0..7f58e4f3 100644 --- a/hooli_snowflake_insights/Dockerfile +++ b/hooli_snowflake_insights/Dockerfile @@ -1,13 +1,27 @@ -FROM python:3.12-slim +# Use a Python image with uv pre-installed +FROM ghcr.io/astral-sh/uv:python3.12-bookworm-slim WORKDIR /opt/dagster/app -RUN apt-get update && apt-get install -y git +# Enable bytecode compilation +ENV UV_COMPILE_BYTECODE=1 +ENV UV_PROJECT_ENVIRONMENT=/usr/local -RUN python -m pip uninstall oscrypto -y -RUN python -m pip install git+https://github.com/wbond/oscrypto.git@d5f3437ed24257895ae1edd9e503cfb352e635a8 +# Copy from the cache instead of 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