fix label column incorrectly added by feature extractors in RAI Vision dashboard for automl models #678
Workflow file for this run
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| name: CI ResponsibleAI Text & Vision pytest | |
| on: | |
| push: | |
| branches: [main] | |
| pull_request: | |
| branches: [main] | |
| paths: | |
| - "responsibleai_text/**" | |
| - "responsibleai_vision/**" | |
| - ".github/workflows/CI-responsibleai-text-vision-pytest.yml" | |
| jobs: | |
| ci-responsibleai-text-vision-python: | |
| strategy: | |
| matrix: | |
| packageDirectory: ["responsibleai_text", "responsibleai_vision"] | |
| operatingSystem: [ubuntu-latest, macos-latest, windows-latest] | |
| pythonVersion: ["3.7", "3.8", "3.9", "3.10"] | |
| # TODO: re-add macos-latest once build timeout issues are resolved | |
| exclude: | |
| - packageDirectory: "responsibleai_text" | |
| operatingSystem: macos-latest | |
| pythonVersion: "3.7" | |
| - packageDirectory: "responsibleai_text" | |
| operatingSystem: macos-latest | |
| pythonVersion: "3.8" | |
| - packageDirectory: "responsibleai_text" | |
| operatingSystem: macos-latest | |
| pythonVersion: "3.9" | |
| - packageDirectory: "responsibleai_text" | |
| operatingSystem: macos-latest | |
| pythonVersion: "3.10" | |
| - packageDirectory: "responsibleai_vision" | |
| operatingSystem: macos-latest | |
| pythonVersion: "3.7" | |
| - packageDirectory: "responsibleai_vision" | |
| operatingSystem: macos-latest | |
| pythonVersion: "3.8" | |
| - packageDirectory: "responsibleai_vision" | |
| operatingSystem: macos-latest | |
| pythonVersion: "3.9" | |
| - packageDirectory: "responsibleai_vision" | |
| operatingSystem: macos-latest | |
| pythonVersion: "3.10" | |
| runs-on: ${{ matrix.operatingSystem }} | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: conda-incubator/setup-miniconda@v3 | |
| with: | |
| auto-update-conda: true | |
| python-version: ${{ matrix.pythonVersion }} | |
| - if: ${{ matrix.operatingSystem != 'macos-latest' }} | |
| name: Install pytorch on non-MacOS | |
| shell: bash -l {0} | |
| run: | | |
| conda install --yes --quiet pytorch==1.13.1 "torchvision<0.15" cpuonly "numpy<1.24.0" -c pytorch | |
| - if: ${{ matrix.operatingSystem == 'macos-latest' }} | |
| name: Install Anaconda packages on MacOS, which should not include cpuonly according to official docs | |
| shell: bash -l {0} | |
| run: | | |
| conda install --yes --quiet pytorch==1.13.1 "torchvision<0.15" "numpy<1.24.0" -c pytorch | |
| - name: Setup tools | |
| shell: bash -l {0} | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install --upgrade setuptools | |
| pip install --upgrade "pip-tools<=7.1.0" | |
| - name: Install dependencies | |
| shell: bash -l {0} | |
| run: | | |
| pip install captum | |
| pip install -r requirements-dev.txt | |
| pip install . | |
| working-directory: ${{ matrix.packageDirectory }} | |
| - if: ${{ matrix.packageDirectory == 'responsibleai_text' }} | |
| name: Setup spacy | |
| shell: bash -l {0} | |
| run: | | |
| python -m spacy download en_core_web_sm | |
| - if: ${{ (matrix.packageDirectory == 'responsibleai_vision') }} | |
| name: Install pycocotools dependency | |
| shell: bash -l {0} | |
| run: | | |
| conda install pycocotools==2.0.4 -c conda-forge | |
| - if: ${{ (matrix.packageDirectory == 'responsibleai_vision') && ((matrix.pythonVersion == '3.7') || (matrix.pythonVersion == '3.8')) }} | |
| name: Install automl dependencies | |
| shell: bash -l {0} | |
| run: | | |
| pip install -r ${{ matrix.packageDirectory }}/requirements-automl.txt | |
| - if: ${{ (matrix.packageDirectory == 'responsibleai_vision') }} | |
| name: Install vision package | |
| shell: bash -l {0} | |
| run: | | |
| pip install -v -e . | |
| working-directory: ${{ matrix.packageDirectory }} | |
| - if: ${{ (matrix.packageDirectory == 'responsibleai_text') }} | |
| name: Install text package | |
| shell: bash -l {0} | |
| run: | | |
| pip install -v -e .[qa] | |
| working-directory: ${{ matrix.packageDirectory }} | |
| - name: Run tests | |
| shell: bash -l {0} | |
| run: | | |
| pytest -s -v --durations=10 --doctest-modules --junitxml=junit/test-results.xml --cov=${{ matrix.packageDirectory }} --cov-report=xml --cov-report=html | |
| working-directory: ${{ matrix.packageDirectory }} | |
| - name: Upload code coverage results | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: ${{ matrix.packageDirectory }}-code-coverage-results | |
| path: ${{ matrix.packageDirectory }}/htmlcov | |
| # Use always() to always run this step to publish test results when there are test failures | |
| if: ${{ always() }} | |
| - if: ${{ (matrix.operatingSystem == 'windows-latest') && (matrix.pythonVersion == '3.8') }} | |
| name: Upload to codecov | |
| id: codecovupload1 | |
| uses: codecov/codecov-action@v3 | |
| with: | |
| token: ${{ secrets.CODECOV_TOKEN }} | |
| directory: ${{ matrix.packageDirectory }} | |
| env_vars: OS,PYTHON | |
| fail_ci_if_error: false | |
| files: ./${{ matrix.packageDirectory }}/coverage.xml | |
| flags: unittests | |
| name: codecov-umbrella | |
| verbose: true | |
| - if: ${{ (steps.codecovupload1.outcome == 'failure') && (matrix.pythonVersion == '3.8') && (matrix.operatingSystem == 'windows-latest') }} | |
| name: Retry upload to codecov | |
| id: codecovupload2 | |
| uses: codecov/codecov-action@v3 | |
| with: | |
| token: ${{ secrets.CODECOV_TOKEN }} | |
| directory: ${{ matrix.packageDirectory }} | |
| env_vars: OS,PYTHON | |
| fail_ci_if_error: false | |
| files: ./${{ matrix.packageDirectory }}/coverage.xml | |
| flags: unittests | |
| name: codecov-umbrella | |
| verbose: true | |
| - name: Set codecov status | |
| if: ${{ (matrix.pythonVersion == '3.8') && (matrix.operatingSystem == 'windows-latest') }} | |
| shell: bash | |
| run: | | |
| if ${{ (steps.codecovupload1.outcome == 'success') || (steps.codecovupload2.outcome == 'success') }} ; then | |
| echo fine | |
| else | |
| exit 1 | |
| fi |