StreamingDataloader: Add profiling support #2210
Workflow file for this run
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| name: Test Data | |
| # see: https://help.github.com/en/actions/reference/events-that-trigger-workflows | |
| on: | |
| push: | |
| branches: [master, "release/*"] | |
| pull_request: | |
| branches: [master, "release/*"] | |
| types: [opened, reopened, ready_for_review, synchronize] # added `ready_for_review` since draft is skipped | |
| paths: | |
| - ".actions/*" | |
| - "requirements/ci.txt" | |
| - "requirements/data/**" | |
| - "src/lightning/data/**" | |
| - "src/lightning/__init__.py" | |
| - "src/lightning/__setup__.py" | |
| - "src/lightning/__version__.py" | |
| - "tests/tests_data/**" | |
| - "pyproject.toml" # includes pytest config | |
| - ".github/workflows/ci-tests-data.yml" | |
| - "!requirements/*/docs.txt" | |
| - "!*.md" | |
| - "!**/*.md" | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }}-${{ github.head_ref }} | |
| cancel-in-progress: ${{ github.event_name == 'pull_request' }} | |
| defaults: | |
| run: | |
| shell: bash | |
| jobs: | |
| data-cpu: | |
| runs-on: ${{ matrix.os }} | |
| if: github.event.pull_request.draft == false | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| include: | |
| - { os: "macOS-11", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.1" } | |
| - { os: "ubuntu-20.04", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.1" } | |
| - { os: "windows-2022", pkg-name: "lightning", python-version: "3.10", pytorch-version: "2.1" } | |
| # "oldest" versions tests, only on minimum Python | |
| # - {os: "macOS-11", pkg-name: "lightning", python-version: "3.8", pytorch-version: "2.0", requires: "oldest"} | |
| # - {os: "ubuntu-20.04", pkg-name: "lightning", python-version: "3.8", pytorch-version: "2.0", requires: "oldest"} | |
| # - {os: "windows-2022", pkg-name: "lightning", python-version: "3.8", pytorch-version: "2.0", requires: "oldest"} | |
| timeout-minutes: 35 # because of building grpcio on Mac | |
| env: | |
| PACKAGE_NAME: ${{ matrix.pkg-name }} | |
| FREEZE_REQUIREMENTS: ${{ ! (github.ref == 'refs/heads/master' || startsWith(github.ref, 'refs/heads/release/')) }} | |
| # PYPI_CACHE_DIR: "_pip-wheels" | |
| TORCH_URL: "https://download.pytorch.org/whl/cpu/torch_stable.html" | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: basic setup | |
| run: pip install -q -r .actions/requirements.txt | |
| - name: Set min. dependencies | |
| if: ${{ matrix.requires == 'oldest' }} | |
| run: | | |
| python .actions/assistant.py replace_oldest_ver | |
| - name: Adjust PyTorch versions in requirements files | |
| if: ${{ matrix.requires != 'oldest' && matrix.release != 'pre' }} | |
| run: | | |
| pip install -q -r requirements/ci.txt | |
| python -m wget https://raw.githubusercontent.com/Lightning-AI/utilities/main/scripts/adjust-torch-versions.py | |
| for fpath in `ls requirements/data/*.txt`; do \ | |
| python ./adjust-torch-versions.py $fpath ${{ matrix.pytorch-version }}; \ | |
| done | |
| # ToDo | |
| # - name: pip wheels cache | |
| # uses: actions/cache/restore@v3 | |
| # with: | |
| # path: ${{ env.PYPI_CACHE_DIR }} | |
| # key: pypi_wheels | |
| # - run: | | |
| # mkdir -p $PYPI_CACHE_DIR | |
| # ls -lh $PYPI_CACHE_DIR | |
| - name: Install package & dependencies | |
| timeout-minutes: 30 | |
| run: | | |
| pip install -e ".[data-dev]" -U --prefer-binary -f ${TORCH_URL} | |
| pip list | |
| - name: Testing Data | |
| working-directory: tests/tests_data | |
| # NOTE: do not include coverage report here, see: https://github.com/nedbat/coveragepy/issues/1003 | |
| timeout-minutes: 10 | |
| run: | | |
| python -m coverage run --source lightning \ | |
| -m pytest -v --timeout=60 --durations=60 | |
| - name: Statistics | |
| if: success() | |
| working-directory: tests/tests_data | |
| run: | | |
| coverage report | |
| coverage xml | |
| - name: Upload coverage to Codecov | |
| uses: codecov/codecov-action@v3 | |
| # see: https://github.com/actions/toolkit/issues/399 | |
| continue-on-error: true | |
| with: | |
| token: ${{ secrets.CODECOV_TOKEN }} | |
| file: tests/tests_data/coverage.xml | |
| flags: lightning,cpu,pytest,python${{ matrix.python-version }} | |
| name: CPU-coverage | |
| fail_ci_if_error: false |