MLflow Slow Tests #278
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| # A daily job to run slow tests with MLFLOW_RUN_SLOW_TESTS environment variable set to true. | |
| name: MLflow Slow Tests | |
| on: | |
| pull_request: | |
| paths: | |
| # Run this workflow in PR when relevant files change | |
| - ".github/workflows/slow-tests.yml" | |
| - "tests/pyfunc/docker/**" | |
| workflow_dispatch: | |
| inputs: | |
| repository: | |
| description: > | |
| [Optional] Repository name with owner. For example, mlflow/mlflow. | |
| Defaults to the repository that triggered a workflow. | |
| required: false | |
| default: "" | |
| ref: | |
| description: > | |
| [Optional] The branch, tag or SHA to checkout. When checking out the repository that | |
| triggered a workflow, this defaults to the reference or SHA for that event. Otherwise, | |
| uses the default branch. | |
| required: false | |
| default: "" | |
| schedule: | |
| # Run this workflow daily at 13:00 UTC | |
| - cron: "0 13 * * *" | |
| permissions: | |
| contents: read | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.event_name }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| defaults: | |
| run: | |
| shell: bash --noprofile --norc -exo pipefail {0} | |
| env: | |
| MLFLOW_RUN_SLOW_TESTS: "true" | |
| MLFLOW_HOME: /home/runner/work/mlflow/mlflow | |
| PIP_EXTRA_INDEX_URL: https://download.pytorch.org/whl/cpu | |
| jobs: | |
| docker-build: | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 120 | |
| if: (github.event_name == 'schedule' && github.repository == 'mlflow-automation/mlflow') || github.event_name == 'workflow_dispatch' || (github.event_name == 'pull_request' && github.event.pull_request.draft == false) | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| group: [1, 2, 3] | |
| include: | |
| - splits: 3 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: recursive | |
| - uses: ./.github/actions/free-disk-space | |
| - uses: ./.github/actions/untracked | |
| - uses: ./.github/actions/setup-python | |
| with: | |
| python-version: 3.9 | |
| - uses: ./.github/actions/setup-pyenv | |
| - uses: ./.github/actions/setup-java | |
| - name: Install dependencies | |
| run: | | |
| python -m venv .venv | |
| source .venv/bin/activate | |
| source ./dev/install-common-deps.sh --ml | |
| # transformers requires `tf-keras` when keras 3.0 is installed. | |
| # See https://github.com/huggingface/transformers/issues/27377 for more details. | |
| # Installing pyarrow < 18 to prevent lightgbm test pip installation resolution conflicts. | |
| python -m pip install langchain_experimental tf-keras "pyarrow<18" | |
| - uses: ./.github/actions/show-versions | |
| - uses: ./.github/actions/pipdeptree | |
| - name: Run tests | |
| run: | | |
| source .venv/bin/activate | |
| pytest --splits=${{ matrix.splits }} --group=${{ matrix.group }} tests/pyfunc/docker |