CI #3228
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| name: CI | |
| defaults: | |
| run: | |
| shell: bash # To override PowerShell on Windows | |
| on: | |
| # Trigger the workflow on push or pull request, | |
| # but only for the master branch | |
| push: | |
| branches: | |
| - master | |
| pull_request: | |
| # don't trigger for draft PRs | |
| types: [ opened, synchronize, reopened, ready_for_review ] | |
| # Trigger workflow once per week | |
| schedule: | |
| - cron: '0 0 * * *' | |
| # Trigger the workflow on manual dispatch | |
| workflow_dispatch: | |
| inputs: | |
| tmate_enabled: | |
| type: boolean | |
| description: 'Enable tmate debugging?' | |
| required: false | |
| default: false | |
| jobs: | |
| build: | |
| if: github.event.pull_request.draft == false | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| matrix: | |
| os: [ ubuntu-latest ] | |
| python-version: [ '3.8', '3.9', '3.10', '3.11'] | |
| include: # Run macos and windows tests on only one python version | |
| - os: windows-latest | |
| python-version: '3.10' # torch 1.x not available on Windows or MacOS for Python 3.11 | |
| - os: macos-latest | |
| python-version: '3.10' | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v3 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip setuptools wheel | |
| python -m pip install --upgrade --upgrade-strategy eager -r requirements/dev.txt | |
| python -m pip install --upgrade --upgrade-strategy eager .[prophet,tensorflow,torch] | |
| if [ "$RUNNER_OS" == "Linux" ]; then # Currently, we only support KeOps on Linux. | |
| python -m pip install --upgrade --upgrade-strategy eager .[prophet,tensorflow,torch,keops] | |
| fi | |
| python -m pip freeze | |
| - name: Setup tmate session | |
| uses: mxschmitt/action-tmate@v3 | |
| if: ${{ github.event_name == 'workflow_dispatch' && inputs.tmate_enabled }} | |
| with: | |
| limit-access-to-actor: true | |
| - name: Test with pytest | |
| run: | | |
| if [ "$RUNNER_OS" == "macOS" ]; then # Avoid numba/OpenMP segfault in CVMDrift (https://github.com/SeldonIO/alibi-detect/issues/648) | |
| export NUMBA_THREADING_LAYER="workqueue" | |
| fi | |
| pytest --randomly-seed=0 alibi_detect | |
| # Note: The pytest-randomly seed is fixed at 0 for now. Once the legacy np.random.seed(0)'s | |
| # are removed from tests, this can be removed, allowing all tests to use random seeds. | |
| - name: Upload coverage to Codecov | |
| uses: codecov/codecov-action@v3 | |
| with: | |
| directory: . | |
| env_vars: ${{matrix.os}}, ${{matrix.python-version}} | |
| fail_ci_if_error: false | |
| verbose: true | |
| - name: Build Python package | |
| run: | | |
| make build_pypi | |
| code-quality: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python 3.x | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: '3.10' | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| python -m pip install --upgrade --upgrade-strategy eager -r requirements/dev.txt | |
| python -m pip install --upgrade --upgrade-strategy eager .[all] | |
| - name: Lint with flake8 | |
| run: | | |
| flake8 alibi_detect | |
| - name: Typecheck with mypy | |
| run: | | |
| mypy alibi_detect | |
| docs: | |
| if: github.event.pull_request.draft == false | |
| runs-on: ubuntu-latest | |
| container: | |
| image: readthedocs/build:ubuntu-22.04-2022.03.15 | |
| options: --user root | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python 3.x | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: '3.10' | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| python -m pip install -r requirements/docs.txt | |
| python -m pip freeze | |
| - name: Build documentation to html | |
| run: | | |
| make build_docs | |
| - name: Build documentation to pdf via latex | |
| run: | | |
| make build_latex | |
| licenses: | |
| if: github.event.pull_request.draft == false | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python 3.x | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: '3.10' | |
| - name: Check 3rd party licenses haven't changed | |
| run: | | |
| pip install "tox>=3.21.0,<4.0.0" | |
| make licenses | |
| make check_licenses | |
| optional_dependencies: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| env: [ 'default', 'tensorflow', 'torch', 'prophet', 'keops', 'all' ] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python 3.x | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: '3.10' | |
| - name: Check optional dependency imports are protected | |
| run: | | |
| pip install "tox>=3.21.0,<4.0.0" | |
| tox -e ${{matrix.env}} |