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tests.yml
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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
- catboost
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