use rapids infra to run testing #4397
Workflow file for this run
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| name: tensorflow | |
| on: | |
| workflow_dispatch: | |
| push: | |
| branches: [main] | |
| tags: | |
| - "v[0-9]+.[0-9]+.[0-9]+" | |
| pull_request: | |
| branches: [main] | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| jobs: | |
| check-changes: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: 3.8 | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install GitPython | |
| pip install . --no-deps | |
| - name: Get changed backends | |
| id: backend_check | |
| run: | | |
| echo "changed=$(python ci/get_changed_backends.py --backend tensorflow --branch ${{github.base_ref}})" >> "$GITHUB_OUTPUT" | |
| outputs: | |
| needs_testing: ${{ steps.backend_check.outputs.changed }} | |
| tests: | |
| needs: check-changes | |
| if: ${{needs.check-changes.outputs.needs_testing == 'true' || github.ref == 'refs/heads/main'}} | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| matrix: | |
| python-version: [3.8] | |
| os: [ubuntu-latest] | |
| tensorflow-version: ["~=2.9.0", "~=2.10.0", "~=2.11.0", "~=2.12.0"] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| cache: "pip" | |
| cache-dependency-path: | | |
| **/setup.cfg | |
| requirements/*.txt | |
| - name: Install Ubuntu packages | |
| run: | | |
| sudo apt-get update -y | |
| sudo apt-get install -y protobuf-compiler | |
| - name: Get Merlin Branch name | |
| id: get-branch-name | |
| uses: NVIDIA-Merlin/.github/actions/branch-name@main | |
| - name: Install Merlin dependencies | |
| run: | | |
| merlin_branch="${{ steps.get-branch-name.outputs.branch }}" | |
| pip install "pandas>=1.2.0,<1.4.0dev0" | |
| pip install "NVTabular@git+https://github.com/NVIDIA-Merlin/NVTabular.git@$merlin_branch" | |
| pip install "merlin-dataloader@git+https://github.com/NVIDIA-Merlin/dataloader.git@$merlin_branch" | |
| pip install "merlin-core@git+https://github.com/NVIDIA-Merlin/core.git@$merlin_branch" | |
| pip install "merlin-systems@git+https://github.com/NVIDIA-Merlin/systems.git@$merlin_branch" | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install "tensorflow${{ matrix.tensorflow-version }}" | |
| python -m pip install ".[tensorflow-dev]" | |
| pip install "tritonclient[all]" | |
| pip install git+https://github.com/rapidsai/asvdb.git | |
| - name: Build | |
| run: | | |
| python setup.py develop | |
| - name: Run unittests | |
| run: | | |
| if [[ "${{ github.ref }}" == 'refs/heads/main' ]]; then | |
| make tests-tf | |
| else | |
| make tests-tf-changed | |
| fi | |
| - name: Generate package for pypi | |
| run: | | |
| python setup.py sdist | |
| - name: Upload artifacts to github | |
| uses: actions/upload-artifact@v2 | |
| with: | |
| name: dist | |
| path: dist | |
| examples: | |
| needs: check-changes | |
| if: ${{needs.check-changes.outputs.needs_testing == 'true'}} | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| matrix: | |
| python-version: [3.8] | |
| os: [ubuntu-latest] | |
| tensorflow-version: ["~=2.9.0", "~=2.10.0", "~=2.11.0", "~=2.12.0"] | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| cache: "pip" | |
| cache-dependency-path: | | |
| **/setup.cfg | |
| requirements/*.txt | |
| - uses: abbbi/github-actions-tune@v1 | |
| - name: Install Ubuntu packages | |
| run: | | |
| sudo apt-get update -y | |
| sudo apt-get install -y protobuf-compiler | |
| - name: Get Merlin Branch name | |
| id: get-branch-name | |
| uses: NVIDIA-Merlin/.github/actions/branch-name@main | |
| - name: Install Merlin dependencies | |
| run: | | |
| merlin_branch="${{ steps.get-branch-name.outputs.branch }}" | |
| pip install "pandas>=1.2.0,<1.4.0dev0" | |
| pip install "NVTabular@git+https://github.com/NVIDIA-Merlin/NVTabular.git@$merlin_branch" | |
| pip install "merlin-dataloader@git+https://github.com/NVIDIA-Merlin/dataloader.git@$merlin_branch" | |
| pip install "merlin-core@git+https://github.com/NVIDIA-Merlin/core.git@$merlin_branch" | |
| pip install "merlin-systems@git+https://github.com/NVIDIA-Merlin/systems.git@$merlin_branch" | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install "tensorflow${{ matrix.tensorflow-version }}" | |
| python -m pip install ".[tensorflow-dev]" | |
| pip install "tritonclient[all]" | |
| pip install git+https://github.com/rapidsai/asvdb.git | |
| - name: Build | |
| run: | | |
| python setup.py develop | |
| - name: Run unittests | |
| run: | | |
| if [[ "${{ github.ref }}" == 'refs/heads/main' ]]; then | |
| make tests-tf-examples | |
| else | |
| make tests-tf-examples-changed | |
| fi |