From 5e1f0c5fbc63ffa298a48c971f7de89d29edf079 Mon Sep 17 00:00:00 2001 From: Peter Webb Date: Fri, 29 Sep 2023 18:37:37 -0400 Subject: [PATCH] Report Resource Usage Statistics When a dbt Command Finishes (#8671) * Add performance metrics to the CommandCompleted event. * Add changelog entry. * Add flag for controling the log level of ResourceReport. * Update changelog entry to reflect changes * Remove outdated attributes * Work around missing resource module on windows * Fix corner case where flags are not set --- .../unreleased/Features-20230919-102148.yaml | 6 + core/dbt/cli/main.py | 1 + core/dbt/cli/params.py | 7 + core/dbt/cli/requires.py | 25 + core/dbt/events/base_types.py | 5 +- core/dbt/events/types.proto | 21 + core/dbt/events/types.py | 16 +- core/dbt/events/types_pb2.py | 1758 +++++++++-------- tests/functional/events/events.py | 33 + tests/unit/test_events.py | 6 +- 10 files changed, 995 insertions(+), 883 deletions(-) create mode 100644 .changes/unreleased/Features-20230919-102148.yaml create mode 100644 tests/functional/events/events.py diff --git a/.changes/unreleased/Features-20230919-102148.yaml b/.changes/unreleased/Features-20230919-102148.yaml new file mode 100644 index 00000000000..a2c171c6e4a --- /dev/null +++ b/.changes/unreleased/Features-20230919-102148.yaml @@ -0,0 +1,6 @@ +kind: Features +body: Add new ResourceReport event to record memory/cpu/io metrics +time: 2023-09-19T10:21:48.772635-04:00 +custom: + Author: peterallenwebb + Issue: "8342" diff --git a/core/dbt/cli/main.py b/core/dbt/cli/main.py index 071e4492cb4..feb7fc3fc5b 100644 --- a/core/dbt/cli/main.py +++ b/core/dbt/cli/main.py @@ -169,6 +169,7 @@ def wrapper(*args, **kwargs): @p.warn_error @p.warn_error_options @p.log_format +@p.show_resource_report def cli(ctx, **kwargs): """An ELT tool for managing your SQL transformations and data models. For more documentation on these commands, visit: docs.getdbt.com diff --git a/core/dbt/cli/params.py b/core/dbt/cli/params.py index 1e696347d04..4322ed495fa 100644 --- a/core/dbt/cli/params.py +++ b/core/dbt/cli/params.py @@ -614,3 +614,10 @@ def _version_callback(ctx, _param, value): help="Whether or not to write the manifest.json and run_results.json files to the target directory", default=True, ) + +show_resource_report = click.option( + "--show-resource-report/--no-show-resource-report", + default=False, + envvar="DBT_SHOW_RESOURCE_REPORT", + hidden=True, +) diff --git a/core/dbt/cli/requires.py b/core/dbt/cli/requires.py index e8d9e69cc80..b8e359b8a17 100644 --- a/core/dbt/cli/requires.py +++ b/core/dbt/cli/requires.py @@ -9,12 +9,14 @@ from dbt.cli.flags import Flags from dbt.config import RuntimeConfig from dbt.config.runtime import load_project, load_profile, UnsetProfile +from dbt.events.base_types import EventLevel from dbt.events.functions import fire_event, LOG_VERSION, set_invocation_id, setup_event_logger from dbt.events.types import ( CommandCompleted, MainReportVersion, MainReportArgs, MainTrackingUserState, + ResourceReport, ) from dbt.events.helpers import get_json_string_utcnow from dbt.events.types import MainEncounteredError, MainStackTrace @@ -27,6 +29,7 @@ from click import Context from functools import update_wrapper +import importlib.util import time import traceback @@ -96,6 +99,28 @@ def wrapper(*args, **kwargs): fire_event(MainStackTrace(stack_trace=traceback.format_exc())) raise ExceptionExit(e) finally: + # Fire ResourceReport, but only on systems which support the resource + # module. (Skip it on Windows). + if importlib.util.find_spec("resource") is not None: + import resource + + rusage = resource.getrusage(resource.RUSAGE_SELF) + fire_event( + ResourceReport( + command_name=ctx.command.name, + command_success=success, + command_wall_clock_time=time.perf_counter() - start_func, + process_user_time=rusage.ru_utime, + process_kernel_time=rusage.ru_stime, + process_mem_max_rss=rusage.ru_maxrss, + process_in_blocks=rusage.ru_inblock, + process_out_blocks=rusage.ru_oublock, + ), + EventLevel.INFO + if "flags" in ctx.obj and ctx.obj["flags"].SHOW_RESOURCE_REPORT + else None, + ) + fire_event( CommandCompleted( command=ctx.command_path, diff --git a/core/dbt/events/base_types.py b/core/dbt/events/base_types.py index f939abf3cc1..80594cf2dd1 100644 --- a/core/dbt/events/base_types.py +++ b/core/dbt/events/base_types.py @@ -102,7 +102,10 @@ def to_dict(self): def to_json(self) -> str: return MessageToJson( - self.pb_msg, preserving_proto_field_name=True, including_default_value_fields=True + self.pb_msg, + preserving_proto_field_name=True, + including_default_value_fields=True, + indent=None, ) def level_tag(self) -> EventLevel: diff --git a/core/dbt/events/types.proto b/core/dbt/events/types.proto index 05778b3b0d7..3ac3080b468 100644 --- a/core/dbt/events/types.proto +++ b/core/dbt/events/types.proto @@ -2457,3 +2457,24 @@ message NoteMsg { EventInfo info = 1; Note data = 2; } + +// Z051 +message ResourceReport { + string command_name = 2; + bool command_success = 3; + float command_wall_clock_time = 4; + // The process_* metrics reflect the resource consumption of the process as + // a whole when the command completes. When dbt is being used as a library, + // these will reflect the resource consumption of the host process as a whole, + // rather than the resources used exclusively by the command. + float process_user_time = 5; + float process_kernel_time = 6; + int64 process_mem_max_rss = 7; + int64 process_in_blocks = 8; + int64 process_out_blocks = 9; +} + +message ResourceReportMsg { + EventInfo info = 1; + ResourceReport data = 2; +} diff --git a/core/dbt/events/types.py b/core/dbt/events/types.py index 009e441b301..e0abb916653 100644 --- a/core/dbt/events/types.py +++ b/core/dbt/events/types.py @@ -2349,13 +2349,21 @@ def message(self) -> str: return self.msg -# The Note event provides a way to log messages which aren't likely to be useful as more structured events. -# For console formatting text like empty lines and separator bars, use the Formatting event instead. - - class Note(InfoLevel): + """The Note event provides a way to log messages which aren't likely to be + useful as more structured events. For console formatting text like empty + lines and separator bars, use the Formatting event instead.""" + def code(self) -> str: return "Z050" def message(self) -> str: return self.msg + + +class ResourceReport(DebugLevel): + def code(self) -> str: + return "Z051" + + def message(self) -> str: + return f"Resource report: {self.to_json()}" diff --git a/core/dbt/events/types_pb2.py b/core/dbt/events/types_pb2.py index 6f5a595fd24..137904303ac 100644 --- a/core/dbt/events/types_pb2.py +++ b/core/dbt/events/types_pb2.py @@ -2,10 +2,10 @@ # Generated by the protocol buffer compiler. DO NOT EDIT! # source: types.proto """Generated protocol buffer code.""" +from google.protobuf.internal import builder as _builder from google.protobuf import descriptor as _descriptor from google.protobuf import descriptor_pool as _descriptor_pool from google.protobuf import symbol_database as _symbol_database -from google.protobuf.internal import builder as _builder # @@protoc_insertion_point(imports) _sym_db = _symbol_database.Default() @@ -15,12 +15,12 @@ from google.protobuf import struct_pb2 as google_dot_protobuf_dot_struct__pb2 -DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x0btypes.proto\x12\x0bproto_types\x1a\x1fgoogle/protobuf/timestamp.proto\x1a\x1cgoogle/protobuf/struct.proto\"\x91\x02\n\tEventInfo\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x0c\n\x04\x63ode\x18\x02 \x01(\t\x12\x0b\n\x03msg\x18\x03 \x01(\t\x12\r\n\x05level\x18\x04 \x01(\t\x12\x15\n\rinvocation_id\x18\x05 \x01(\t\x12\x0b\n\x03pid\x18\x06 \x01(\x05\x12\x0e\n\x06thread\x18\x07 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+from dbt.cli.main import dbtRunner +from dbt.events.base_types import EventLevel + + +def test_performance_report(project): + + resource_report_level = None + + def check_for_report(e): + # If we see a ResourceReport event, record its level + if e.info.name == "ResourceReport": + nonlocal resource_report_level + resource_report_level = e.info.level + + runner = dbtRunner(callbacks=[check_for_report]) + + runner.invoke(["run"]) + + # With not cli flag or env var set, ResourceReport should be debug level. + assert resource_report_level == EventLevel.DEBUG + + try: + os.environ["DBT_SHOW_RESOURCE_REPORT"] = "1" + runner.invoke(["run"]) + + # With the appropriate env var set, ResourceReport should be info level. + # This allows this fairly technical log line to be omitted by default + # but still available in production scenarios. + assert resource_report_level == EventLevel.INFO + finally: + del os.environ["DBT_SHOW_RESOURCE_REPORT"] diff --git a/tests/unit/test_events.py b/tests/unit/test_events.py index 64e24429965..f763e84b338 100644 --- a/tests/unit/test_events.py +++ b/tests/unit/test_events.py @@ -378,7 +378,10 @@ def test_event_codes(self): types.DepsUnpinned(revision="", git=""), types.NoNodesForSelectionCriteria(spec_raw=""), types.CommandCompleted( - command="", success=True, elapsed=0.1, completed_at=get_json_string_utcnow() + command="", + success=True, + elapsed=0.1, + completed_at=get_json_string_utcnow(), ), types.ShowNode(node_name="", preview="", is_inline=True, unique_id="model.test.my_model"), types.CompiledNode(node_name="", compiled="", is_inline=True, unique_id="model.test.my_model"), @@ -428,6 +431,7 @@ def test_event_codes(self): types.DebugCmdResult(), types.ListCmdOut(), types.Note(msg="This is a note."), + types.ResourceReport(), ]