tests.yml

name: Tests

on:
  push:
    branches:
      - master
      - release/*
  pull_request:
    branches: [master]

jobs:
  lint:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3
      - name: Set up Python 3.10
        uses: actions/setup-python@v4
        with:
          python-version: "3.10"
      - name: Install Poetry
        uses: snok/install-poetry@v1
        with:
          virtualenvs-create: false
      - name: Install dependencies
        run: |
          make install-dev
      - name: Lint
        run: |
          make lint

  mlserver:
    strategy:
      fail-fast: false
      matrix:
        os: [ubuntu-latest, macos-latest]
        # NOTE: There's no pre-built `grpcio` wheel for Python 3.11 yet
        # https://github.com/grpc/grpc/issues/32454
        python-version: ["3.8", "3.9", "3.10"]
        is-pr:
          - ${{ github.event_name == 'pull_request' }}
        exclude:
          # MacOS tests take a lot of time, so we will run them only on merge
          # From https://github.com/orgs/community/discussions/26253
          - is-pr: true
            os: macos-latest
    runs-on: ${{ matrix.os }}
    steps:
      - name: Setup docker (missing on MacOS)
        if: runner.os == 'macos'
        run: |
          # From https://github.com/actions/runner-images/issues/17#issuecomment-1537238473
          # From https://github.com/abiosoft/colima/discussions/273#discussioncomment-4959736
          # NOTE: Use the `slirp` driver rather than the default to avoid
          # random connection errors.
          # From https://github.com/abiosoft/colima/issues/577
          brew install docker docker-buildx
          mkdir -p $HOME/.docker/cli-plugins
          ln -sfn $(which docker-buildx) $HOME/.docker/cli-plugins/docker-buildx
          colima start --memory 5 --network-driver slirp
          sudo ln -sf $HOME/.colima/default/docker.sock /var/run/docker.sock
      - uses: actions/checkout@v3
      - name: Set up Python ${{ matrix.python-version }}
        uses: actions/setup-python@v4
        with:
          python-version: ${{ matrix.python-version }}
      - uses: conda-incubator/setup-miniconda@v2
        with:
          auto-update-conda: true
          auto-activate-base: false
      - name: Install Poetry
        uses: snok/install-poetry@v1
        with:
          virtualenvs-create: false
      - name: Install Dependencies
        run: |
          poetry install --sync --only dev
      - name: Test
        run: |
          tox -e mlserver

  runtimes:
    strategy:
      fail-fast: false
      matrix:
        os: [ubuntu-latest, macos-latest]
        python-version: ["3.8", "3.9", "3.10"]
        tox-environment:
          - sklearn
          - xgboost
          - lightgbm
          - mlflow
          - huggingface
          - alibi-explain
          - alibi-detect
        is-pr:
          - ${{ github.event_name == 'pull_request' }}
        exclude:
          # MacOS tests take a lot of time, so we will run them only on merge
          # From https://github.com/orgs/community/discussions/26253
          - is-pr: true
            os: macos-latest
    runs-on: ${{ matrix.os }}
    steps:
      - uses: actions/checkout@v3
      - name: Set up Python ${{ matrix.python-version }}
        uses: actions/setup-python@v4
        with:
          python-version: ${{ matrix.python-version }}
      - uses: conda-incubator/setup-miniconda@v2
        with:
          auto-update-conda: true
          auto-activate-base: false
      - name: Install Poetry
        uses: snok/install-poetry@v1
        with:
          virtualenvs-create: false
      - name: Install Dependencies
        run: |
          poetry install --sync --only dev
      - name: Test
        run: |
          tox -c ./runtimes/${{ matrix.tox-environment }}

  all-runtimes:
    if: github.event_name == 'push'
    strategy:
      fail-fast: false
      matrix:
        os: [ubuntu-latest, macos-latest]
        python-version: ["3.8", "3.9", "3.10"]
    runs-on: ${{ matrix.os }}
    steps:
      - name: Maximize build space
        if: runner.os == 'ubuntu'
        uses: easimon/maximize-build-space@master
        with:
          remove-dotnet: "true"
          remove-haskell: "true"
          remove-android: "true"
          root-reserve-mb: "30720"
      - name: Setup docker (missing on MacOS)
        if: runner.os == 'macos'
        run: |
          # From https://github.com/actions/runner-images/issues/17#issuecomment-1537238473
          # From https://github.com/abiosoft/colima/discussions/273#discussioncomment-4959736
          # NOTE: Use the `slirp` driver rather than the default to avoid
          # random connection errors.
          # From https://github.com/abiosoft/colima/issues/577
          brew install docker docker-buildx
          mkdir -p $HOME/.docker/cli-plugins
          ln -sfn $(which docker-buildx) $HOME/.docker/cli-plugins/docker-buildx
          colima start --memory 5 --network-driver slirp
          sudo ln -sf $HOME/.colima/default/docker.sock /var/run/docker.sock
      - name: Downgrade OpenMP (in MacOS)
        if: runner.os == 'macos'
        run: |
          # Recent versions of OpenMP cause segfaults in MacOS when training
          # LightGBM / XGBoost models (but only when Torch is present)
          # https://github.com/microsoft/LightGBM/issues/4229
          # https://github.com/autogluon/autogluon/issues/1442
          wget https://raw.githubusercontent.com/Homebrew/homebrew-core/fb8323f2b170bd4ae97e1bac9bf3e2983af3fdb0/Formula/libomp.rb
          brew unlink libomp
          brew install libomp.rb
      - uses: actions/checkout@v3
      - name: Set up Python ${{ matrix.python-version }}
        uses: actions/setup-python@v4
        with:
          python-version: ${{ matrix.python-version }}
      - uses: conda-incubator/setup-miniconda@v2
        with:
          auto-update-conda: true
          auto-activate-base: false
      - name: Install Poetry
        uses: snok/install-poetry@v1
        with:
          virtualenvs-create: false
      - name: Install Dependencies
        run: |
          poetry install --sync --only dev
      - name: Test
        run: |
          tox -e all-runtimes