pin numpy version #193
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| name: AutoMLOps CI Workflow | |
| on: | |
| push: | |
| branches: | |
| - main | |
| - first-integration-test | |
| pull_request: | |
| branches: | |
| - main | |
| merge_group: | |
| branches: | |
| - main | |
| jobs: | |
| lint-checks: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python 3.10 | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: "3.10" | |
| - name: Install Python dependencies | |
| run: | # force numpy to be latest non 2.x version due to incompatibility with google-cloud-aiplatform | |
| python3 -m pip install --upgrade pip | |
| pip3 install numpy==1.26.4 | |
| pip3 install -r requirements.txt | |
| - name: Check for licenses | |
| run: | | |
| ./license_check.sh | |
| - name: Lint with pylint | |
| run: | | |
| pylint --jobs=0 $(git ls-files '*.py') --ignore-paths=example --rcfile=.pylintrc | |
| unit-tests: | |
| needs: [lint-checks] | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python 3.10 | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: "3.10" | |
| - name: Install Python dependencies | |
| run: | | |
| python3 -m pip install --upgrade pip | |
| pip3 install -r requirements.txt | |
| - name: Run unit tests | |
| run: | | |
| pytest tests/unit --cov=AutoMLOps= | |
| integration-tests: | |
| needs: [lint-checks, unit-tests] | |
| runs-on: ubuntu-latest | |
| permissions: | |
| contents: 'read' | |
| id-token: 'write' | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python 3.10 | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: "3.10" | |
| - name: Install Python dependencies | |
| run: | | |
| python3 -m pip install --upgrade pip | |
| pip3 install -r requirements.txt | |
| - name: 'Authenticate to Google Cloud' | |
| uses: 'google-github-actions/auth@v2' | |
| with: | |
| token_format: 'access_token' | |
| workload_identity_provider: '${{ secrets.WORKLOAD_IDENTITY_PROVIDER }}' | |
| service_account: '${{ secrets.INTEGRATION_TEST_SERVICE_ACCOUNT }}' | |
| project_id: '${{ secrets.INTEGRATION_TEST_PROJECT_ID }}' | |
| - name: "Set up Cloud SDK" | |
| uses: 'google-github-actions/setup-gcloud@v2' | |
| with: | |
| project_id: '${{ secrets.INTEGRATION_TEST_PROJECT_ID }}' | |
| install_components: 'beta' | |
| - name: 'Install AMO locally' | |
| run: | | |
| pip install . | |
| # Set the working directory to test/integration to contain the generated files | |
| # TODO move this to a temp directory | |
| - name: 'Install integration test-specific dependencies' | |
| run: | | |
| pip3 install google-cloud-aiplatform | |
| - name: Run integration tests | |
| working-directory: tests/integration | |
| env: | |
| PROJECT_ID: ${{ secrets.INTEGRATION_TEST_PROJECT_ID }} | |
| run: | | |
| pytest --cov=AutoMLOps= |