From 1c8061beea784115f24f9664ce93a93d93b034d3 Mon Sep 17 00:00:00 2001 From: Santiago Fraire Willemoes Date: Tue, 19 Nov 2024 16:40:26 +0100 Subject: [PATCH 1/2] feat: add benchmarks --- ...d1_20241121_133526_uncommited-changes.json | 148 +++++ .github/workflows/pr-tests.yaml | 2 +- poetry.lock | 553 +++++++++--------- pyproject.toml | 9 +- scripts/bench-compare | 19 + scripts/bench-current | 16 + tests/conftest.py | 47 ++ tests/test_benchmarks.py | 104 ++++ 8 files changed, 621 insertions(+), 277 deletions(-) create mode 100644 .benchmarks/Darwin-CPython-3.11-64bit/0001_8a7432129b462fb2ee4297789fbd15a3b88b07d1_20241121_133526_uncommited-changes.json create mode 100755 scripts/bench-compare create mode 100755 scripts/bench-current create mode 100644 tests/test_benchmarks.py diff --git a/.benchmarks/Darwin-CPython-3.11-64bit/0001_8a7432129b462fb2ee4297789fbd15a3b88b07d1_20241121_133526_uncommited-changes.json b/.benchmarks/Darwin-CPython-3.11-64bit/0001_8a7432129b462fb2ee4297789fbd15a3b88b07d1_20241121_133526_uncommited-changes.json new file mode 100644 index 00000000..c47de40a --- /dev/null +++ b/.benchmarks/Darwin-CPython-3.11-64bit/0001_8a7432129b462fb2ee4297789fbd15a3b88b07d1_20241121_133526_uncommited-changes.json @@ -0,0 +1,148 @@ +{ + "machine_info": { + "node": "Woile-MacBook-Pro.local", + "processor": "arm", + "machine": "arm64", + "python_compiler": "Clang 16.0.6 ", + "python_implementation": "CPython", + "python_implementation_version": "3.11.10", + "python_version": "3.11.10", + "python_build": [ + "main", + "Sep 7 2024 01:03:31" + ], + "release": "24.1.0", + "system": "Darwin", + "cpu": { + "python_version": "3.11.10.final.0 (64 bit)", + "cpuinfo_version": [ + 9, + 0, + 0 + ], + "cpuinfo_version_string": "9.0.0", + "arch": "ARM_8", + "bits": 64, + "count": 12, + "arch_string_raw": "arm64", + "brand_raw": "Apple M3 Pro" + } + }, + "commit_info": { + "id": "8a7432129b462fb2ee4297789fbd15a3b88b07d1", + "time": "2024-11-20T17:03:56+01:00", + "author_time": "2024-11-19T16:40:26+01:00", + "dirty": true, + "project": "kstreams", + "branch": "(detached head)" + }, + "benchmarks": [ + { + "group": null, + "name": "test_processing_single_consumer_record", + "fullname": "tests/test_benchmarks.py::test_processing_single_consumer_record", + "params": null, + "param": null, + "extra_info": {}, + "options": { + "disable_gc": false, + "timer": "perf_counter", + "min_rounds": 5, + "max_time": 1.0, + "min_time": 5e-06, + "warmup": false + }, + "stats": { + "min": 4.229199839755893e-05, + "max": 0.0008245829994848464, + "mean": 7.612135620897753e-05, + "stddev": 2.585269375808259e-05, + "rounds": 2673, + "median": 7.541700324509293e-05, + "iqr": 3.001999812113354e-05, + "q1": 5.990650151943555e-05, + "q3": 8.992649964056909e-05, + "iqr_outliers": 17, + "stddev_outliers": 448, + "outliers": "448;17", + "ld15iqr": 4.229199839755893e-05, + "hd15iqr": 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[package.extras] watchdog = ["watchdog (>=2.3)"] -[[package]] -name = "wheel" -version = "0.44.0" -description = "A built-package format for Python" -optional = false -python-versions = ">=3.8" -files = [ - {file = "wheel-0.44.0-py3-none-any.whl", hash = "sha256:2376a90c98cc337d18623527a97c31797bd02bad0033d41547043a1cbfbe448f"}, - {file = "wheel-0.44.0.tar.gz", hash = "sha256:a29c3f2817e95ab89aa4660681ad547c0e9547f20e75b0562fe7723c9a2a9d49"}, -] - -[package.extras] -test = ["pytest (>=6.0.0)", "setuptools (>=65)"] - [[package]] name = "zipp" version = "3.20.2" @@ -1783,4 +1792,4 @@ type = ["pytest-mypy"] [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "cb82fb8a60ac82e9d0a5c351c89db723038ce3d9bab93301a5fc4f0ddca38457" +content-hash = "98e0dc4a3fc4fe223d7ba04f99dc26010284c7408a3c5ed2412558c3fc86c6ab" diff --git a/pyproject.toml b/pyproject.toml index 9504a3a3..c30c2182 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -32,21 +32,22 @@ pydantic = ">=2.0.0,<3.0.0" [tool.poetry.group.dev.dependencies] pytest = "^8.3.3" +pytest-asyncio = "^0.24.0" +pytest-benchmark = { version = "^5.1.0", python = ">=3.9" } +pytest-cov = { version = "^6", python = ">=3.9" } +pytest-httpserver = "^1.1.0" mypy = "^1.11.2" ruff = ">=0.6.9,<0.8.0" aiorun = "^2024.5.1" -pytest-httpserver = "^1.1.0" -pytest-cov = "^5.0.0" jedi = "^0.19.1" mkdocs = "^1.1.2" uvicorn = "<1.0" commitizen = "^3.29.1" -pytest-asyncio = "^0.24.0" fastapi = "^0.115.0" mkdocs-material = "^9.5.39" starlette-prometheus = "^0.10.0" codecov = "^2.1.12" -mkdocstrings = { version = "^0.26.1", extras = ["python"] } +mkdocstrings = { version = "^0.27", extras = ["python"], python = ">=3.9" } [build-system] requires = ["poetry-core>=1.0.0"] diff --git a/scripts/bench-compare b/scripts/bench-compare new file mode 100755 index 00000000..35ebd10e --- /dev/null +++ b/scripts/bench-compare @@ -0,0 +1,19 @@ +# This script runs pytest benchmarks to compare benchmark results. +# +# The script compares the latest benchmark with the current code. +# This is useful for identifying performance regressions or improvements. +# It should run on a PR, to compare the performance of the current code with the previous release. +# +# Usage: Run this script locally for testing performance changes. +# If you are running on a Mac, you may need to run the bench-current on the previous code, +# and then on the current code. +# +#!/bin/bash -e + +export PREFIX="" +if [ -d '.venv' ] ; then + export PREFIX=".venv/bin/" +fi + +# Commented out until after merge, so there will be date to compare with. +${PREFIX}pytest tests/test_benchmarks.py --benchmark-compare --benchmark-compare-fail=min:5% diff --git a/scripts/bench-current b/scripts/bench-current new file mode 100755 index 00000000..02f95814 --- /dev/null +++ b/scripts/bench-current @@ -0,0 +1,16 @@ +#!/bin/bash -e +# This script runs benchmark tests using pytest and saves the results. +# +# By saving this information, way we can keep track of the regressions in performance. +# This script should be run on merge, to create a report for the current release. +# +# Usage: +# 1. Run this script from the terminal: ./bench-current +# 2. The benchmark results will be saved in the `.benchmarks` folder. + +export PREFIX="" +if [ -d '.venv' ] ; then + export PREFIX=".venv/bin/" +fi + +${PREFIX}pytest tests/test_benchmarks.py --benchmark-autosave diff --git a/tests/conftest.py b/tests/conftest.py index 985194e4..86b9ec12 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -1,3 +1,4 @@ +import asyncio from collections import namedtuple from dataclasses import field from typing import Any, Dict, List, NamedTuple, Optional, Sequence, Tuple @@ -195,3 +196,49 @@ class ConsumerRecord(NamedTuple): ) return consumer_record + + +@pytest_asyncio.fixture +async def aio_benchmark(benchmark): + """ + Asynchronous benchmark fixture for pytest. + + This fixture allows benchmarking of asynchronous functions using pytest-benchmark. + + Args: + benchmark: The benchmark fixture provided by pytest-benchmark. + + Returns: + _wrapper: A function that wraps the provided function and benchmarks it. + If the function is asynchronous, it ensures the coroutine is run and completed + within the event loop. + + Usage: + + ```python + async my_benchmarked_function(): + # Your async code here + pass + + def test_my_async_function(aio_benchmark): + aio_benchmark(my_benchmarked_function) + ``` + + Notice how the test is synchronous, but the function being tested is asynchronous. + """ + async def run_async_coroutine(func, *args, **kwargs): + return await func(*args, **kwargs) + + def _wrapper(func, *args, **kwargs): + if asyncio.iscoroutinefunction(func): + + @benchmark + def _(): + future = asyncio.ensure_future( + run_async_coroutine(func, *args, **kwargs) + ) + return asyncio.get_event_loop().run_until_complete(future) + else: + benchmark(func, *args, **kwargs) + + return _wrapper diff --git a/tests/test_benchmarks.py b/tests/test_benchmarks.py new file mode 100644 index 00000000..6721b02f --- /dev/null +++ b/tests/test_benchmarks.py @@ -0,0 +1,104 @@ +from typing import Callable, List + +from kstreams.engine import StreamEngine +from kstreams.streams import Stream +from kstreams.types import ConsumerRecord, Send + + +async def bench_processing_single_consumer_record( + stream_engine: StreamEngine, + cr: ConsumerRecord, +): + """ + Benchmark the processing of a single consumer record being injected. + + This function benchmarks the processing of a single consumer record by + using a stream engine to consume the record from a specified topic. + """ + + @stream_engine.stream("local--kstreams") + async def consume_bench(cr: ConsumerRecord): + return cr.topic + + r = await consume_bench.func(cr) + return r + + +async def bench_inject_all_deps( + stream_engine: StreamEngine, + cr: ConsumerRecord, +): + """ + Benchmark injecting all parameters. + + This function benchmarks the processing of a single consumer record by + using a stream engine to consume the record from a specified topic. + """ + + @stream_engine.stream("local--kstreams") + async def consume_bench(cr: ConsumerRecord, stream: Stream, send: Send): + return cr.topic + + r = await consume_bench.func(cr) + return r + + +async def bench_consume_many( + stream_engine: StreamEngine, + crs: List[ConsumerRecord], +): + """ + Benchmark injecting all parameters. + + This function benchmarks the processing of a single consumer record by + using a stream engine to consume the record from a specified topic. + """ + + @stream_engine.stream("local--kstreams") + async def consume_bench(cr: ConsumerRecord, stream: Stream, send: Send): + return cr.topic + + for cr in crs: + _ = await consume_bench.func(cr) + + +def test_processing_single_consumer_record( + stream_engine: StreamEngine, + consumer_record_factory: Callable[..., ConsumerRecord], + aio_benchmark, +): + cr = consumer_record_factory() + + aio_benchmark( + bench_processing_single_consumer_record, + stream_engine, + cr, + ) + + +def test_inject_all( + stream_engine: StreamEngine, + consumer_record_factory: Callable[..., ConsumerRecord], + aio_benchmark, +): + cr = consumer_record_factory() + + aio_benchmark( + bench_inject_all_deps, + stream_engine, + cr, + ) + + +def test_consume_many( + stream_engine: StreamEngine, + consumer_record_factory: Callable[..., ConsumerRecord], + aio_benchmark, +): + crs = [consumer_record_factory() for _ in range(1000)] + + aio_benchmark( + bench_consume_many, + stream_engine, + crs, + ) From 0b3d40d81a7f0632ab04ef1a5f3514157a7054b4 Mon Sep 17 00:00:00 2001 From: Santiago Fraire Willemoes Date: Wed, 20 Nov 2024 14:56:38 +0100 Subject: [PATCH 2/2] ci: add benchmark pipelines --- .github/workflows/bench-release.yml | 53 +++++++++++++++++++++++++++++ .github/workflows/bumpversion.yml | 2 +- .github/workflows/pr-tests.yaml | 6 +++- scripts/bench-compare | 2 +- tests/conftest.py | 1 + 5 files changed, 61 insertions(+), 3 deletions(-) create mode 100644 .github/workflows/bench-release.yml diff --git a/.github/workflows/bench-release.yml b/.github/workflows/bench-release.yml new file mode 100644 index 00000000..aea05105 --- /dev/null +++ b/.github/workflows/bench-release.yml @@ -0,0 +1,53 @@ +name: Bump version + +on: + push: + branches: + - master + +jobs: + bench_release: + runs-on: ubuntu-latest + strategy: + matrix: + python-version: ['3.9', '3.10', '3.11', '3.12', '3.13'] + steps: + - name: Check out + uses: actions/checkout@v4 + with: + fetch-depth: 0 + token: ${{ secrets.PERSONAL_ACCESS_TOKEN }} + - name: Setup python + uses: actions/setup-python@v5 + with: + python-version: ${{ matrix.python-version }} + architecture: x64 + + - name: Set Cache + uses: actions/cache@v4 + id: cache # name for referring later + with: + path: .venv/ + # The cache key depends on poetry.lock + key: ${{ runner.os }}-cache-${{ hashFiles('poetry.lock') }} + restore-keys: | + ${{ runner.os }}-cache- + ${{ runner.os }}- + + - name: Install Dependencies + # if: steps.cache.outputs.cache-hit != 'true' + run: | + python -m pip install -U pip poetry + poetry --version + poetry config --local virtualenvs.in-project true + poetry install + - name: Benchmark code + run: | + ./scripts/bench-current + - name: Commit benchmark + run: | + git config --global user.email "action@github.com" + git config --global user.name "GitHub Action" + git add .benchmarks/ + git commit -m "bench: bench: add benchmark current release" + git push origin master diff --git a/.github/workflows/bumpversion.yml b/.github/workflows/bumpversion.yml index e2aa8fb3..262de208 100644 --- a/.github/workflows/bumpversion.yml +++ b/.github/workflows/bumpversion.yml @@ -7,7 +7,7 @@ on: jobs: bump-version: - if: ${{ !startsWith(github.event.head_commit.message, 'bump:') }} + if: ${{ !startsWith(github.event.head_commit.message, 'bump:') || !startsWith(github.event.head_commit.message, 'bench:') }} runs-on: ubuntu-latest name: "Bump version and create changelog with commitizen" steps: diff --git a/.github/workflows/pr-tests.yaml b/.github/workflows/pr-tests.yaml index e22b55c6..e4920cdb 100644 --- a/.github/workflows/pr-tests.yaml +++ b/.github/workflows/pr-tests.yaml @@ -17,7 +17,7 @@ on: required: true jobs: - build: + build_test_bench: runs-on: ubuntu-latest strategy: matrix: @@ -57,6 +57,10 @@ jobs: git config --global user.name "GitHub Action" ./scripts/test + - name: Benchmark regression test + run: | + ./scripts/bench-compare + - name: Upload coverage to Codecov uses: codecov/codecov-action@v5.0.2 with: diff --git a/scripts/bench-compare b/scripts/bench-compare index 35ebd10e..99e44829 100755 --- a/scripts/bench-compare +++ b/scripts/bench-compare @@ -16,4 +16,4 @@ if [ -d '.venv' ] ; then fi # Commented out until after merge, so there will be date to compare with. -${PREFIX}pytest tests/test_benchmarks.py --benchmark-compare --benchmark-compare-fail=min:5% +# ${PREFIX}pytest tests/test_benchmarks.py --benchmark-compare --benchmark-compare-fail=min:5% diff --git a/tests/conftest.py b/tests/conftest.py index 86b9ec12..e1bbc43e 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -226,6 +226,7 @@ def test_my_async_function(aio_benchmark): Notice how the test is synchronous, but the function being tested is asynchronous. """ + async def run_async_coroutine(func, *args, **kwargs): return await func(*args, **kwargs)