pass transforms for optimized automl model explanations and improve error logging to include inner exception #415
Workflow file for this run
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| name: CI Vision Notebooks | |
| on: | |
| push: | |
| branches: [main] | |
| pull_request: | |
| branches: [main] | |
| paths: | |
| - "raiwidgets/**" | |
| - "responsibleai_vision/**" | |
| - ".github/workflows/CI-notebook-vision.yml" | |
| - "libs/e2e/src/lib/describer/modelAssessment/**" | |
| - "libs/interpret-vision/**" | |
| - "notebooks/**" | |
| jobs: | |
| ci-notebook-vision: | |
| env: | |
| node-version: 16.x | |
| strategy: | |
| matrix: | |
| operatingSystem: [ubuntu-latest, windows-latest] | |
| pythonVersion: [3.7, 3.8, 3.9, "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 }} | |
| - name: Use Node.js ${{ env.node-version }} | |
| uses: actions/setup-node@v3 | |
| with: | |
| node-version: ${{ env.node-version }} | |
| - name: Install yarn | |
| run: npm install yarn -g | |
| - name: Install yarn dependencies | |
| run: | | |
| yarn config set network-timeout 300000 | |
| yarn install --frozen-lock-file | |
| - name: Build Typescript | |
| run: yarn buildall | |
| - 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: raiwidgets | |
| - name: Install vision dependencies | |
| shell: bash -l {0} | |
| run: | | |
| pip install -r requirements-dev.txt | |
| pip install . | |
| working-directory: responsibleai_vision | |
| - if: ${{ matrix.operatingSystem == 'windows-latest' }} | |
| name: Install older pyarrow to fix CI getting stuck on Windows | |
| shell: bash -l {0} | |
| run: | | |
| pip install --force-reinstall pyarrow==11.0.0 | |
| pip install "numpy<=1.22.4" | |
| - name: Pip freeze | |
| shell: bash -l {0} | |
| run: | | |
| pip freeze > installed-requirements-dev.txt | |
| cat installed-requirements-dev.txt | |
| working-directory: raiwidgets | |
| - name: Upload requirements | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: requirements-dev.txt | |
| path: raiwidgets/installed-requirements-dev.txt | |
| - name: Run notebook tests | |
| shell: bash -l {0} | |
| run: python -m pytest -s -v notebooks -m vision_notebooks | |
| - name: Upload notebook test result | |
| if: always() | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: notebook-test-${{ matrix.operatingSystem }}-${{ matrix.pythonVersion }} | |
| path: notebooks | |
| - name: Upload e2e test screen shot | |
| if: always() | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: raiwidgets-e2e-screen-shot | |
| path: dist/cypress |