Test requirements #755
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| name: Test requirements | |
| on: | |
| pull_request: | |
| types: | |
| - opened | |
| - synchronize | |
| - reopened | |
| - ready_for_review | |
| paths: | |
| - requirements/core-requirements.yaml | |
| - requirements/skinny-requirements.yaml | |
| - requirements/gateway-requirements.yaml | |
| - .github/workflows/requirements.yml | |
| schedule: | |
| - cron: "0 13 * * *" | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.event_name }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| env: | |
| MLFLOW_HOME: ${{ github.workspace }} | |
| MLFLOW_CONDA_HOME: /usr/share/miniconda | |
| SPARK_LOCAL_IP: localhost | |
| PYTHON_VERSION: "3.11" # minimum supported version + 1 | |
| PIP_EXTRA_INDEX_URL: https://download.pytorch.org/whl/cpu | |
| PIP_CONSTRAINT: ${{ github.workspace }}/requirements/constraints.txt | |
| _MLFLOW_TESTING_TELEMETRY: "true" | |
| defaults: | |
| run: | |
| shell: bash | |
| jobs: | |
| skinny: | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 10 | |
| permissions: | |
| contents: read | |
| if: (github.event_name == 'schedule' && github.repository == 'mlflow/dev') || (github.event_name == 'pull_request' && github.event.pull_request.draft == false) | |
| steps: | |
| - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 | |
| with: | |
| repository: ${{ github.event_name == 'schedule' && 'mlflow/mlflow' || null }} | |
| - uses: ./.github/actions/setup-python | |
| with: | |
| python-version: ${{ env.PYTHON_VERSION }} | |
| - name: Install dev script dependencies | |
| run: | | |
| pip install -r dev/requirements.txt | |
| - uses: ./.github/actions/update-requirements | |
| if: github.event_name == 'schedule' | |
| - name: Install dependencies | |
| run: | | |
| source ./dev/install-common-deps.sh --skinny | |
| - uses: ./.github/actions/show-versions | |
| - name: Run tests | |
| run: | | |
| ./dev/run-python-skinny-tests.sh | |
| core: | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 120 | |
| permissions: | |
| contents: read | |
| if: (github.event_name == 'schedule' && github.repository == 'mlflow/dev') || (github.event_name == 'pull_request' && github.event.pull_request.draft == false) | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| group: [1, 2] | |
| include: | |
| - splits: 2 | |
| steps: | |
| - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 | |
| with: | |
| repository: ${{ github.event_name == 'schedule' && 'mlflow/mlflow' || null }} | |
| - uses: ./.github/actions/free-disk-space | |
| - uses: ./.github/actions/setup-python | |
| with: | |
| python-version: ${{ env.PYTHON_VERSION }} | |
| - uses: ./.github/actions/setup-pyenv | |
| - uses: ./.github/actions/setup-java | |
| - name: Install dev script dependencies | |
| run: | | |
| pip install -r dev/requirements.txt | |
| - uses: ./.github/actions/update-requirements | |
| if: github.event_name == 'schedule' | |
| - name: Install dependencies | |
| run: | | |
| source ./dev/install-common-deps.sh --ml | |
| pip install '.[gateway]' | |
| # transformers doesn't support Keras 3 yet. tf-keras needs to be installed as a workaround. | |
| pip install tf-keras | |
| - uses: ./.github/actions/show-versions | |
| - name: Run tests | |
| run: | | |
| source dev/setup-ssh.sh | |
| pytest --splits=${{ matrix.splits }} --group=${{ matrix.group }} tests --quiet --requires-ssh --ignore-flavors \ | |
| --ignore=tests/examples --ignore=tests/evaluate \ | |
| --ignore=tests/deployments --ignore=tests/genai |