wehub-resource-sync
219 lines
8.5 KiB
YAML
219 lines
8.5 KiB
YAML
name: Cross version tests
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on:
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pull_request:
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types:
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- opened
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- synchronize
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- reopened
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paths-ignore:
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- "docs/**"
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- "**.md"
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- "dev/clint/**"
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- ".github/workflows/docs.yml"
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- ".github/workflows/preview-docs.yml"
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- "mlflow/server/js/**"
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- ".github/workflows/js.yml"
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- ".claude/**"
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workflow_dispatch:
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inputs:
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repository:
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description: >
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[Optional] Repository name with owner. For example, mlflow/mlflow.
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Defaults to the repository that triggered a workflow.
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required: false
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default: ""
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ref:
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description: >
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[Optional] The branch, tag or SHA to checkout. When checking out the repository that
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triggered a workflow, this defaults to the reference or SHA for that event. Otherwise,
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uses the default branch.
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required: false
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default: ""
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flavors:
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description: "[Optional] Comma-separated string specifying which flavors to test (e.g. 'sklearn, xgboost'). If unspecified, all flavors are tested."
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required: false
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default: ""
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versions:
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description: "[Optional] Comma-separated string specifying which versions to test (e.g. '1.2.3, 4.5.6'). If unspecified, all versions are tested."
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required: false
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default: ""
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schedule:
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# Run this workflow daily at 13:00 UTC
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- cron: "0 13 * * *"
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concurrency:
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group: ${{ github.workflow }}-${{ github.event_name }}-${{ github.ref }}
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cancel-in-progress: true
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defaults:
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run:
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shell: bash
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env:
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MLFLOW_HOME: ${{ github.workspace }}
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PIP_EXTRA_INDEX_URL: https://download.pytorch.org/whl/cpu
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PIP_CONSTRAINT: ${{ github.workspace }}/requirements/constraints.txt
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permissions: {}
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jobs:
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set-matrix:
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runs-on: ubuntu-latest
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timeout-minutes: 10
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if: github.event_name == 'workflow_dispatch' || (github.event_name == 'schedule' && github.repository == 'mlflow/dev') || (github.event_name == 'pull_request' && (github.event.pull_request.draft == false || github.event.pull_request.user.login == 'Copilot' && github.event.pull_request.user.type == 'Bot'))
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permissions:
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contents: read
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outputs:
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matrix1: ${{ steps.set-matrix.outputs.matrix1 }}
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matrix2: ${{ steps.set-matrix.outputs.matrix2 }}
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is_matrix1_empty: ${{ steps.set-matrix.outputs.is_matrix1_empty }}
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is_matrix2_empty: ${{ steps.set-matrix.outputs.is_matrix2_empty }}
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steps:
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- uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
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with:
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persist-credentials: false
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repository: ${{ github.event_name == 'schedule' && 'mlflow/mlflow' || github.event.inputs.repository }}
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ref: ${{ github.event.inputs.ref }}
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- uses: ./.github/actions/untracked
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- uses: ./.github/actions/setup-python
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with:
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pin-micro-version: false
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- name: Install flavors
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run: |
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uv sync --package flavors
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- name: Check labels
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uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8.0.0
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id: check-labels
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with:
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retries: 3
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script: |
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if (context.eventName !== "pull_request") {
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return {
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enable_dev_tests: true,
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only_latest: false,
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};
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}
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const labelNames = context.payload.pull_request.labels.map(l => l.name);
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return {
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enable_dev_tests: labelNames.includes("enable-dev-tests"),
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only_latest: labelNames.includes("only-latest"),
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};
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- name: Test flavors CLI
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run: |
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uv run --no-sync pytest --noconftest dev/flavors/tests
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- id: set-matrix
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name: Set matrix
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env:
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GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
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EVENT_NAME: ${{ github.event_name }}
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REPO: ${{ github.repository }}
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PR_NUMBER: ${{ github.event.pull_request.number }}
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BASE_REF: ${{ github.base_ref }}
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ENABLE_DEV_TESTS: ${{ fromJson(steps.check-labels.outputs.result).enable_dev_tests }}
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ONLY_LATEST: ${{ fromJson(steps.check-labels.outputs.result).only_latest }}
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FLAVORS: ${{ github.event.inputs.flavors }}
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VERSIONS: ${{ github.event.inputs.versions }}
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run: |
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if [ "$EVENT_NAME" = "pull_request" ]; then
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REF_VERSIONS_YAML=/tmp/ref-versions.yml
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git fetch origin "$BASE_REF" --depth=1
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git show "origin/$BASE_REF:mlflow/ml-package-versions.yml" > "$REF_VERSIONS_YAML"
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CHANGED_FILES=$(gh pr view "$PR_NUMBER" --json files --jq '.files[].path' | grep -v '^mlflow/server/js' || true)
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NO_DEV_FLAG=$([ "$ENABLE_DEV_TESTS" == "true" ] && echo "" || echo "--no-dev")
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ONLY_LATEST_FLAG=$([ "$ONLY_LATEST" == "true" ] && echo "--only-latest" || echo "")
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uv run --no-sync flavors matrix --ref-versions-yaml "$REF_VERSIONS_YAML" --changed-files "$CHANGED_FILES" $NO_DEV_FLAG $ONLY_LATEST_FLAG
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elif [ "$EVENT_NAME" = "workflow_dispatch" ]; then
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uv run --no-sync flavors matrix --flavors "$FLAVORS" --versions "$VERSIONS"
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else
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uv run --no-sync flavors matrix
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fi
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test1:
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needs: set-matrix
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if: needs.set-matrix.outputs.is_matrix1_empty == 'false'
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runs-on: ${{ matrix.runs_on }}
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timeout-minutes: 120
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permissions:
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contents: read
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strategy:
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fail-fast: false
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matrix: ${{ fromJson(needs.set-matrix.outputs.matrix1) }}
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steps: &test-steps
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- uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
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with:
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persist-credentials: false
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repository: ${{ github.event_name == 'schedule' && 'mlflow/mlflow' || github.event.inputs.repository }}
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ref: ${{ github.event.inputs.ref }}
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- uses: ./.github/actions/free-disk-space
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if: matrix.free_disk_space
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- uses: ./.github/actions/setup-python
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with:
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python-version: ${{ matrix.python }}
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- uses: ./.github/actions/setup-pyenv
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- uses: ./.github/actions/setup-java
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with:
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java-version: ${{ matrix.java }}
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- name: Remove constraints
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env:
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PACKAGE: ${{ matrix.package }}
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run: |
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# Remove any constraints for the current package to prevent installation conflicts
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sed -i '/^'"$PACKAGE"'/d' requirements/constraints.txt
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sed -i '/^constraint-dependencies = \[/,/^\]/{ /'"$PACKAGE"'/d }' pyproject.toml
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if ! git diff --exit-code requirements/constraints.txt pyproject.toml; then
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git diff
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git config user.name 'mlflow-app[bot]'
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git config user.email 'mlflow-app[bot]@users.noreply.github.com'
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git add requirements/constraints.txt pyproject.toml
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git commit -m "Remove constraints for testing"
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fi
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- name: Install mlflow & test dependencies
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env:
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MATRIX_CATEGORY: ${{ matrix.category }}
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run: |
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# setuptools 82.0.0 removed pkg_resources, this breaking change breaks some packages like transformers
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uv pip install --system -U wheel "setuptools<82"
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# For tracing SDK test, install the tracing package from the local path and minimal test dependencies
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if [[ "$MATRIX_CATEGORY" == "tracing-sdk" ]]; then
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uv pip install --system libs/tracing
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uv pip install --system pytest pytest-asyncio pytest-cov
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# Other two categories of tests (model/autologging)
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else
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uv pip install --system .[extras]
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uv pip install --system -r requirements/test-requirements.txt
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fi
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- name: Install ${{ matrix.package }} ${{ matrix.version }}
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env:
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MATRIX_INSTALL: ${{ matrix.install }}
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run: |
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eval "$MATRIX_INSTALL"
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- uses: ./.github/actions/show-versions
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- name: Pre-test
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if: matrix.pre_test
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env:
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MATRIX_PRE_TEST: ${{ matrix.pre_test }}
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run: |
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eval "$MATRIX_PRE_TEST"
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- name: Run tests
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env:
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MLFLOW_CONDA_HOME: /usr/share/miniconda
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SPARK_LOCAL_IP: localhost
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HF_HUB_ENABLE_HF_TRANSFER: 1
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MATRIX_RUN: ${{ matrix.run }}
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run: |
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eval "$MATRIX_RUN"
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test2:
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needs: set-matrix
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if: needs.set-matrix.outputs.is_matrix2_empty == 'false'
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runs-on: ${{ matrix.runs_on }}
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timeout-minutes: 120
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permissions:
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contents: read
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strategy:
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fail-fast: false
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matrix: ${{ fromJson(needs.set-matrix.outputs.matrix2) }}
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steps: *test-steps
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