Use dask-benchmarks
workspace (#1553)
#3480
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name: Tests | |
on: | |
push: | |
branches: | |
- main | |
tags: | |
- "*" | |
schedule: | |
# Runs "At 00:01" (see https://crontab.guru) | |
- cron: "1 0 * * 0" # every Sunday | |
workflow_dispatch: | |
concurrency: | |
# Include `github.event_name` to avoid pushes to `main` and | |
# scheduled jobs canceling one another | |
group: tests-${{ github.event_name }}-${{ github.ref }} | |
cancel-in-progress: true | |
defaults: | |
# Required shell entrypoint to have properly activated conda environments | |
run: | |
shell: bash -l {0} | |
jobs: | |
tests: | |
name: ${{ matrix.name_prefix }} ${{ matrix.os }} py${{ matrix.python_version }} | |
runs-on: ${{ matrix.os }} | |
timeout-minutes: 120 | |
strategy: | |
fail-fast: false | |
matrix: | |
os: [ubuntu-latest] | |
python_version: ["3.10"] | |
pytest_args: [tests --ignore=tests/tpch] | |
extra-env: [""] | |
name_prefix: [tests] | |
include: | |
# Run stability tests on the lowest and highest versions of Python only | |
# These are temporarily redundant with the current global python_version | |
# - pytest_args: tests/stability | |
# python_version: "3.10" | |
# os: ubuntu-latest | |
# name_prefix: stability | |
- pytest_args: tests/stability | |
python_version: "3.11" | |
os: ubuntu-latest | |
name_prefix: stability | |
# Run stability tests on Python Windows and MacOS (latest py39 only) | |
- pytest_args: tests/stability | |
python_version: "3.10" | |
os: windows-latest | |
name_prefix: stability | |
- pytest_args: tests/stability | |
python_version: "3.10" | |
os: macos-latest | |
name_prefix: stability | |
- pytest_args: tests/workflows/test_snowflake.py | |
python_version: "3.10" | |
os: ubuntu-latest | |
name_prefix: snowflake | |
extra-env: ci/environment-snowflake.yml | |
- pytest_args: tests/tpch | |
python_version: "3.10" | |
os: ubuntu-latest | |
extra-env: ci/environment-tpch-nondask.yml | |
name_prefix: tpch | |
steps: | |
- name: Checkout | |
uses: actions/checkout@v4 | |
- name: Set up environment | |
uses: conda-incubator/setup-miniconda@v3 | |
with: | |
miniforge-variant: Mambaforge | |
use-mamba: true | |
condarc-file: ci/condarc | |
python-version: ${{ matrix.python_version }} | |
environment-file: ci/environment.yml | |
- name: Add extra packages to environment | |
if: ${{ matrix.extra-env != '' }} | |
run: mamba env update --file ${{ matrix.extra-env }} | |
- name: Upgrade dask to git tip | |
run: mamba env update --file ci/environment-git-tip.yml | |
- name: Add test dependencies | |
run: mamba env update --file ci/environment-test.yml | |
- name: Reconfigure pytest-timeout | |
shell: bash -l {0} | |
# No SIGALRM available on Windows | |
if: ${{ matrix.os == 'windows-latest' }} | |
run: sed -i.bak 's/timeout_method = signal/timeout_method = thread/' setup.cfg | |
- name: Dump environment | |
run: | | |
# For debugging | |
echo -e "--\n--Conda Environment (re-create this with \`conda env create --name <name> -f <output_file>\`)\n--" | |
mamba env export | grep -E -v '^prefix:.*$' | |
- name: Disable workflows on most PRs | |
# Run workflows on PRs with `workflows` label and nightly cron job | |
if: | | |
github.event_name != 'schedule' | |
&& !(github.event_name == 'pull_request' && contains(github.event.pull_request.labels.*.name, 'workflows')) | |
run: | | |
echo PYTEST_MARKERS=" and not workflows" >> $GITHUB_ENV | |
- name: Disable non-Dask TPCH benchmarks | |
run: | | |
echo PYTEST_MARKERS="${{ env.PYTEST_MARKERS }} and not tpch_nondask" >> $GITHUB_ENV | |
- name: Finalize PYTEST_MARKERS | |
run: | | |
if [ -n "$PYTEST_MARKERS" ]; then | |
PYTEST_MARKERS=${PYTEST_MARKERS# and } | |
PYTEST_MARKERS="-m '${PYTEST_MARKERS}'" | |
echo PYTEST_MARKERS=${PYTEST_MARKERS} | |
echo PYTEST_MARKERS=${PYTEST_MARKERS} >> $GITHUB_ENV | |
fi | |
- name: Google auth | |
uses: "google-github-actions/auth@v2" | |
with: | |
credentials_json: "${{ secrets.GCP_CREDENTIALS }}" | |
- name: Run Coiled Runtime Tests | |
env: | |
DASK_COILED__TOKEN: ${{ secrets.COILED_BENCHMARK_BOT_TOKEN }} | |
AWS_ACCESS_KEY_ID: ${{ secrets.RUNTIME_CI_BOT_AWS_ACCESS_KEY_ID }} | |
AWS_DEFAULT_REGION: us-east-2 # this is needed for boto for some reason | |
AWS_SECRET_ACCESS_KEY: ${{ secrets.RUNTIME_CI_BOT_AWS_SECRET_ACCESS_KEY }} | |
PYTHON_STUB_PAT: ${{ secrets.PYTHON_STUB_PAT }} | |
SNOWFLAKE_USER: ${{ secrets.SNOWFLAKE_USER }} | |
SNOWFLAKE_PASSWORD: ${{ secrets.SNOWFLAKE_PASSWORD }} | |
SNOWFLAKE_ACCOUNT: ${{ secrets.SNOWFLAKE_ACCOUNT }} | |
SNOWFLAKE_WAREHOUSE: ${{ secrets.SNOWFLAKE_WAREHOUSE }} | |
SNOWFLAKE_ROLE: ${{ secrets.SNOWFLAKE_ROLE }} | |
COILED_RUNTIME_VERSION: ${{ matrix.runtime-version }} | |
DB_NAME: ${{ matrix.name_prefix }}-${{ matrix.os }}-py${{ matrix.python_version }}.db | |
CLUSTER_DUMP: always | |
DASK_DATAFRAME__QUERY_PLANNING: True | |
run: | | |
pytest --benchmark -n 4 --dist loadscope ${{ env.PYTEST_MARKERS }} ${{ matrix.pytest_args }} | |
- name: Dump coiled.Cluster kwargs | |
run: cat cluster_kwargs.merged.yaml || true | |
- name: Upload benchmark results | |
uses: actions/upload-artifact@v4 | |
if: always() | |
with: | |
name: ${{ matrix.name_prefix }}-${{ matrix.os }}-py${{ matrix.python_version }} | |
path: | | |
${{ matrix.name_prefix }}-${{ matrix.os }}-py${{ matrix.python_version }}.db | |
cluster_kwargs.*.* | |
mamba_env_export.yml | |
process-results: | |
needs: tests | |
name: Combine separate benchmark results | |
if: always() && github.repository == 'coiled/benchmarks' | |
runs-on: ubuntu-latest | |
concurrency: | |
# Fairly strict concurrency rule to avoid stepping on benchmark db. | |
# Could eventually replace with a real db in coiled, RDS, or litestream | |
group: process-benchmarks | |
cancel-in-progress: false | |
steps: | |
- name: Checkout | |
uses: actions/checkout@v4 | |
- name: Install Python | |
uses: actions/setup-python@v5 | |
with: | |
python-version: "3.10" | |
- name: Install dependencies | |
run: pip install alembic | |
- name: Download artifacts | |
uses: actions/download-artifact@v4 | |
with: | |
path: benchmarks | |
- name: Download benchmark db | |
env: | |
AWS_ACCESS_KEY_ID: ${{ secrets.RUNTIME_CI_BOT_AWS_ACCESS_KEY_ID }} | |
AWS_SECRET_ACCESS_KEY: ${{ secrets.RUNTIME_CI_BOT_AWS_SECRET_ACCESS_KEY }} | |
AWS_DEFAULT_REGION: us-east-2 # this is needed for boto for some reason | |
DB_NAME: benchmark.db | |
run: | | |
aws s3 cp s3://coiled-runtime-ci/benchmarks/$DB_NAME . || true | |
- name: Combine benchmarks | |
run: | | |
ls -lhR benchmarks | |
bash ci/scripts/combine-dbs.sh | |
- name: Upload benchmark db | |
if: always() && github.ref == 'refs/heads/main' && github.repository == 'coiled/benchmarks' | |
env: | |
AWS_ACCESS_KEY_ID: ${{ secrets.RUNTIME_CI_BOT_AWS_ACCESS_KEY_ID }} | |
AWS_SECRET_ACCESS_KEY: ${{ secrets.RUNTIME_CI_BOT_AWS_SECRET_ACCESS_KEY }} | |
AWS_DEFAULT_REGION: us-east-2 # this is needed for boto for some reason | |
DB_NAME: benchmark.db | |
run: | | |
aws s3 cp $DB_NAME s3://coiled-runtime-ci/benchmarks/ | |
- name: Upload benchmark results as artifact | |
uses: actions/upload-artifact@v4 | |
with: | |
name: benchmark | |
path: benchmark.db | |
regressions: | |
needs: [tests, process-results] | |
# Always check for regressions, as this can be skipped even if an indirect dependency fails (like a test run) | |
# Not running regressions when tests are cancelled, and on PRs because of volatility of single runs | |
if: always() && github.event_name != 'pull_request' && needs.tests.result != 'cancelled' | |
name: Detect regressions | |
runs-on: ubuntu-latest | |
steps: | |
- name: Checkout | |
uses: actions/checkout@v4 | |
- uses: actions/download-artifact@v4 | |
with: | |
name: benchmark | |
- name: Set up environment | |
uses: conda-incubator/setup-miniconda@v3 | |
with: | |
miniforge-variant: Mambaforge | |
use-mamba: true | |
environment-file: ci/environment-dashboard.yml | |
- name: Run detect regressions | |
run: | | |
if [[ ${{ github.event_name }} = 'pull_request' ]] | |
then | |
export IS_PR='true' | |
fi | |
echo "IS_PR=$IS_PR" | |
python detect_regressions.py | |
- name: Create regressions summary | |
if: always() | |
run: | | |
echo "$(<regressions_summary.md)" >> $GITHUB_STEP_SUMMARY | |
report: | |
name: report | |
needs: [tests, regressions] | |
if: | | |
always() | |
&& github.event_name != 'pull_request' | |
&& github.repository == 'coiled/benchmarks' | |
&& (needs.tests.result == 'failure' || needs.regressions.result == 'failure') | |
runs-on: ubuntu-latest | |
defaults: | |
run: | |
shell: bash | |
steps: | |
- uses: actions/checkout@v4 | |
- name: Report failures | |
uses: actions/github-script@v7 | |
with: | |
github-token: ${{ secrets.GITHUB_TOKEN }} | |
script: | | |
const workflow_url = `https://github.com/${process.env.GITHUB_REPOSITORY}/actions/runs/${process.env.GITHUB_RUN_ID}` | |
const issue_body = `[Workflow Run URL](${workflow_url})` | |
github.issues.create({ | |
owner: context.repo.owner, | |
repo: context.repo.repo, | |
body: issue_body, | |
title: "⚠️ CI failed ⚠️", | |
labels: ["ci-failure"], | |
}) | |
static-site: | |
needs: process-results | |
# Always generate the site, as this can be skipped even if an indirect dependency fails (like a test run) | |
if: always() | |
name: Build static dashboards | |
runs-on: ubuntu-latest | |
steps: | |
- name: Checkout | |
uses: actions/checkout@v4 | |
- name: Download tests database | |
uses: actions/download-artifact@v4 | |
with: | |
name: benchmark | |
- name: Set up environment | |
uses: conda-incubator/setup-miniconda@v3 | |
with: | |
miniforge-variant: Mambaforge | |
use-mamba: true | |
environment-file: ci/environment-dashboard.yml | |
- name: Generate dashboards | |
run: python dashboard.py -d benchmark.db -o static | |
- name: Upload artifact | |
uses: actions/upload-artifact@v4 | |
with: | |
name: static-dashboard | |
path: static | |
- name: Deploy 🚀 | |
uses: JamesIves/github-pages-deploy-action@v4.5.0 | |
if: github.ref == 'refs/heads/main' && github.repository == 'coiled/benchmarks' | |
with: | |
branch: gh-pages | |
folder: static | |
single-commit: true |