Error Analysis UI & Template support for Object Detection #161
Workflow file for this run
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: CI ResponsibleAI Text & Vision pytest | |
| on: | |
| push: | |
| branches: [main] | |
| pull_request: | |
| branches: [main] | |
| paths: | |
| - "responsibleai_text/**" | |
| - "responsibleai_vision/**" | |
| - ".github/workflows/CI-responsibleai-text-pytest.yml" | |
| jobs: | |
| ci-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@v3 | |
| - uses: conda-incubator/setup-miniconda@v2 | |
| 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 torchvision captum cpuonly -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 torchvision captum -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 -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') && ((matrix.pythonVersion == '3.7') || (matrix.pythonVersion == '3.8')) }} | |
| name: Install automl dependencies | |
| shell: bash -l {0} | |
| # pycocotools is a downstream dependency of automl requirements, but fails to install with pip | |
| run: | | |
| conda install pycocotools==2.0.4 -c conda-forge | |
| pip install -r ${{ matrix.packageDirectory }}/requirements-automl.txt | |
| - name: Install package | |
| shell: bash -l {0} | |
| run: | | |
| pip install -v -e . | |
| 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 |