chore(container): cache large pypi packages in layers #13465
Workflow file for this run
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| name: CI | |
| on: | |
| push: | |
| branches: [main] | |
| paths-ignore: | |
| - 'docs/**' | |
| - 'bazel/**' | |
| - 'typings/**' | |
| pull_request: | |
| paths-ignore: | |
| - 'docs/**' | |
| - 'bazel/**' | |
| - 'typings/**' | |
| schedule: | |
| - cron: '0 0 * * 1/2' | |
| env: | |
| LINES: 120 | |
| COLUMNS: 120 | |
| BENTOML_DO_NOT_TRACK: True | |
| PYTEST_PLUGINS: bentoml.testing.pytest.plugin | |
| # https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#defaultsrun | |
| defaults: | |
| run: | |
| shell: bash --noprofile --norc -exo pipefail {0} | |
| jobs: | |
| unit: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ubuntu-latest, macos-latest, windows-latest] | |
| python-version: ['3.8', '3.11'] | |
| name: unit-tests (python${{ matrix.python-version }}.${{ matrix.os }}) | |
| runs-on: ${{ matrix.os }} | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 # fetch all tags and branches | |
| - name: Set up Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| cache: pip | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install dependencies | |
| run: pipx install pdm && pipx install nox | |
| - name: Unit tests | |
| run: nox --session unit-${{ matrix.python-version }} | |
| - name: Disambiguate coverage filename | |
| run: mv .coverage ".coverage.unit.${{ matrix.os }}.${{ matrix.python-version }}" | |
| - name: Upload coverage data | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: coverage-unit-data | |
| path: .coverage.* | |
| integrations: | |
| name: framework-integration-tests | |
| runs-on: ubuntu-latest | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| framework: | |
| - catboost | |
| - detectron | |
| - diffusers | |
| - easyocr | |
| - fastai | |
| - flax | |
| - keras | |
| - lightgbm | |
| - onnx | |
| - picklable_model | |
| - pytorch | |
| - pytorch_lightning | |
| - sklearn | |
| - tensorflow | |
| - torchscript | |
| - transformers | |
| - xgboost | |
| exclude: | |
| - framework: transformers # NOTE: CI runners doesn't have enough space to run all transformers jobs | |
| - framework: detectron # NOTE: tested locally and the latest PyPI are to obsolete. | |
| timeout-minutes: 90 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 # fetch all tags and branches | |
| - name: Set up Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.8' | |
| cache: pip | |
| - name: Install dependencies | |
| run: pipx install pdm && pipx install nox | |
| - name: Run framework integration tests | |
| run: nox --session "framework-integration(framework='${{ matrix.framework }}')" | |
| - name: Disambiguate coverage filename | |
| run: mv .coverage ".coverage.integrations.ubuntu-latest.3.8.${{ matrix.framework }}" | |
| - name: Upload coverage data | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: coverage-integrations-data | |
| path: .coverage.* | |
| e2e-monitoring: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ubuntu-latest, macos-latest, windows-latest] | |
| python-version: ['3.8', '3.11'] | |
| name: monitoring-e2e-tests (python${{ matrix.python-version }}.${{ matrix.os }}) | |
| runs-on: ${{ matrix.os }} | |
| timeout-minutes: 90 | |
| env: | |
| BENTOML_BUNDLE_LOCAL_BUILD: True | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 # fetch all tags and branches | |
| - name: Set up QEMU | |
| uses: docker/setup-qemu-action@v3 | |
| if: ${{ matrix.os == 'ubuntu-latest' }} | |
| - name: Set up Docker Buildx | |
| if: ${{ matrix.os == 'ubuntu-latest' }} | |
| id: buildx | |
| uses: docker/setup-buildx-action@v3 | |
| - name: Set up Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| cache: pip | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install dependencies | |
| run: pipx install pdm && pipx install nox | |
| - name: Run the monitoring tests | |
| run: nox -s e2e-monitoring-${{ matrix.python-version }} | |
| - name: Disambiguate coverage filename | |
| run: mv .coverage ".coverage.monitoring.${{ matrix.os }}.${{ matrix.python-version }}" | |
| - name: Upload coverage data | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: coverage-monitoring-data | |
| path: .coverage.* | |
| e2e-test: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ubuntu-latest, macos-latest] | |
| python-version: ['3.8', '3.11'] | |
| suite: ['bento_server_http', 'bento_new_sdk'] | |
| name: ${{ matrix.suite }}-e2e-tests (python${{ matrix.python-version }}.${{ matrix.os }}) | |
| runs-on: ${{ matrix.os }} | |
| timeout-minutes: 90 | |
| env: | |
| BENTOML_BUNDLE_LOCAL_BUILD: True | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 # fetch all tags and branches | |
| - name: Set up QEMU | |
| uses: docker/setup-qemu-action@v3 | |
| if: ${{ matrix.os == 'ubuntu-latest' }} | |
| - name: Set up Docker Buildx | |
| if: ${{ matrix.os == 'ubuntu-latest' }} | |
| id: buildx | |
| uses: docker/setup-buildx-action@v3 | |
| - name: Set up Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| cache: pip | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install dependencies | |
| run: pipx install pdm && pipx install nox | |
| - name: Run ${{ matrix.suite }} tests | |
| run: nox -s "e2e-testing-${{ matrix.python-version }}(suite='${{ matrix.suite }}')" | |
| - name: Disambiguate coverage filename | |
| run: mv .coverage ".coverage.e2e.${{ matrix.os }}.${{ matrix.python-version }}.${{ matrix.suite }}" | |
| - name: Upload coverage data | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: coverage-e2e-data | |
| path: .coverage.* | |
| coverage: | |
| name: report-coverage | |
| runs-on: ubuntu-latest | |
| needs: | |
| - e2e-test | |
| - e2e-monitoring | |
| - unit | |
| - integrations | |
| if: github.event_name == 'pull_request' | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 | |
| - name: Set up Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| cache: pip | |
| python-version: '3.11' | |
| - name: Download e2e coverage | |
| uses: actions/download-artifact@v3 | |
| with: | |
| name: coverage-e2e-data | |
| - name: Download monitoring coverage | |
| uses: actions/download-artifact@v3 | |
| with: | |
| name: coverage-monitoring-data | |
| - name: Download integrations coverage | |
| uses: actions/download-artifact@v3 | |
| with: | |
| name: coverage-integrations-data | |
| - name: Download unit coverage | |
| uses: actions/download-artifact@v3 | |
| with: | |
| name: coverage-unit-data | |
| - name: Install dependencies | |
| run: pipx install pdm && pipx install nox | |
| - name: Export coverage reports and generate summary | |
| run: nox -s coverage | |
| - name: Upload uncovered HTML report | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: uncovered-html-report | |
| path: htmlcov | |
| - name: Update coverage pull request comment | |
| if: github.event_name == 'pull_request' && !github.event.pull_request.head.repo.fork | |
| uses: marocchino/sticky-pull-request-comment@v2 | |
| with: | |
| path: coverage-report.md | |
| evergreen: # https://github.com/marketplace/actions/alls-green#why | |
| if: github.event_name == 'pull_request' | |
| needs: | |
| - coverage | |
| - e2e-test | |
| - e2e-monitoring | |
| - unit | |
| - integrations | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Decide whether the needed jobs succeeded or failed | |
| uses: re-actors/alls-green@release/v1 | |
| with: | |
| jobs: ${{ toJSON(needs) }} | |
| concurrency: | |
| group: ci-${{ github.event.pull_request.number || github.sha }} | |
| cancel-in-progress: true |