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cicd_tests.yml
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name: tests
on:
# quick tests for pull requests and the releasing branches
push:
branches:
- dev
- main
- releasing/*
paths-ignore: # skip if only docs are modified
- '**.md'
- '**.rst'
- 'docs/**'
pull_request:
head_ref-ignore:
- dev
paths-ignore: # skip if only docs are modified
- '**.md'
- '**.rst'
- 'docs/**'
concurrency:
# automatically cancel the previously triggered workflows when there's a newer version
group: cicd-tests-${{ github.event.pull_request.number || github.ref }}
cancel-in-progress: true
# These jobs run the CICD tests, type checking, and testing packaging. These use the minimum supported versions of
# Python and PyTorch in many places hard-coded as literals, so when support is dropped for a version it is important to
# go through all jobs and check the versions they use are correct.
jobs:
static-checks: # Perform static type and other checks using runtests.sh
runs-on: ubuntu-latest
strategy:
matrix:
opt: ["codeformat", "pytype", "mypy"]
steps:
- name: Clean unused tools
run: |
find /opt/hostedtoolcache/* -maxdepth 0 ! -name 'Python' -exec rm -rf {} \;
sudo rm -rf /usr/share/dotnet
sudo rm -rf /usr/local/lib/android
sudo rm -rf /opt/ghc /usr/local/.ghcup
sudo docker system prune -f
- uses: actions/checkout@v6
- name: Set up Python 3.10
uses: actions/setup-python@v6
with:
python-version: '3.10'
- name: cache weekly timestamp
id: pip-cache
run: |
echo "datew=$(date '+%Y-%V')" >> $GITHUB_OUTPUT
- name: cache for pip
uses: actions/cache@v4
id: cache
with:
path: ~/.cache/pip
key: ${{ runner.os }}-pip-${{ steps.pip-cache.outputs.datew }}
- name: Install dependencies
run: |
python -m pip install --upgrade pip wheel
python -m pip install -r requirements-dev.txt
- name: Lint and type check with "./runtests.sh --build --${{ matrix.opt }}"
run: |
# clean up temporary files
$(pwd)/runtests.sh --build --clean
# Github actions have multiple cores, so parallelize pytype
$(pwd)/runtests.sh --build --${{ matrix.opt }} -j $(nproc --all)
min-dep: # Test with minumum dependencies installed for different OS, Python, and PyTorch combinations
runs-on: ${{ matrix.os }}
strategy:
fail-fast: false
matrix:
os: [windows-latest, macOS-latest, ubuntu-latest]
python-version: ['3.10']
pytorch-version: ['2.6.0']
include:
# Test Python versions under Ubuntu with lowest PyTorch version supported
- os: ubuntu-latest
pytorch-version: '2.6.0'
python-version: '3.11'
- os: ubuntu-latest
pytorch-version: '2.6.0'
python-version: '3.12'
- os: ubuntu-latest
pytorch-version: '2.6.0'
python-version: '3.13'
# Test PyTorch versions under Ubuntu with lowest Python version supported
- os: ubuntu-latest
python-version: '3.10'
pytorch-version: '2.7.1'
- os: ubuntu-latest
python-version: '3.10'
pytorch-version: '2.8.0'
- os: ubuntu-latest
python-version: '3.10'
pytorch-version: '2.9.0'
timeout-minutes: 40
steps:
- if: runner.os == 'Linux'
name: Clean unused tools
run: |
find /opt/hostedtoolcache/* -maxdepth 0 ! -name 'Python' -exec rm -rf {} \;
sudo rm -rf /usr/share/dotnet
sudo rm -rf /usr/local/lib/android
sudo rm -rf /opt/ghc /usr/local/.ghcup
sudo docker system prune -f
- uses: actions/checkout@v5
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v6
with:
python-version: ${{ matrix.python-version }}
- name: Prepare pip wheel
run: |
which python
python -m pip install --upgrade pip wheel
python -m pip install --user more-itertools>=8.0
- name: cache weekly timestamp
id: pip-cache
run: |
echo "datew=$(date '+%Y-%V')" >> $GITHUB_OUTPUT
echo "dir=$(pip cache dir)" >> $GITHUB_OUTPUT
shell: bash
- name: cache for pip
uses: actions/cache@v4
id: cache
with:
path: ${{ steps.pip-cache.outputs.dir }}
key: ${{ matrix.os }}-latest-pip-${{ steps.pip-cache.outputs.datew }}
- name: Install the minimum dependencies
run: |
# min. requirements
python -m pip install torch==${{ matrix.pytorch-version }}
python -m pip install -r requirements-min.txt
python -m pip list
BUILD_MONAI=0 python setup.py develop # no compile of extensions
shell: bash
- if: matrix.os == 'linux-gpu-runner'
name: Print GPU Info
run: |
nvidia-smi
python -c 'import torch; print(torch.rand(2,2).to("cuda:0"))'
shell: bash
- name: Run quick tests
run: |
python -c 'import torch; print(torch.__version__); print(torch.rand(5,3))'
python -c "import monai; monai.config.print_config()"
# ./runtests.sh --min
shell: bash
env:
QUICKTEST: True
NGC_API_KEY: ${{ secrets.NGC_API_KEY }}
NGC_ORG: ${{ secrets.NGC_ORG }}
NGC_TEAM: ${{ secrets.NGC_TEAM }}
full-dep: # Test with full dependencies installed for different OS runners
runs-on: ${{ matrix.os }}
strategy:
fail-fast: false
matrix:
os: [windows-latest, macOS-latest, ubuntu-latest]
timeout-minutes: 120
steps:
- if: runner.os == 'Linux'
name: Clean unused tools
run: |
find /opt/hostedtoolcache/* -maxdepth 0 ! -name 'Python' -exec rm -rf {} \;
sudo rm -rf /usr/share/dotnet
sudo rm -rf /usr/local/lib/android
sudo rm -rf /opt/ghc /usr/local/.ghcup
sudo docker system prune -f
- if: runner.os == 'windows'
name: Config pagefile (Windows only)
uses: al-cheb/configure-pagefile-action@v1.5
with:
minimum-size: 8GB
maximum-size: 16GB
disk-root: "D:"
- uses: actions/checkout@v6
- name: Set up Python 3.10
uses: actions/setup-python@v6
with:
python-version: '3.10'
- name: Prepare pip wheel
run: |
which python
python -m pip install --upgrade pip wheel
python -m pip install --user more-itertools>=8.0
- name: cache weekly timestamp
id: pip-cache
run: |
echo "datew=$(date '+%Y-%V')" >> $GITHUB_OUTPUT
echo "dir=$(pip cache dir)" >> $GITHUB_OUTPUT
shell: bash
- name: cache for pip
uses: actions/cache@v4
id: cache
with:
path: ${{ steps.pip-cache.outputs.dir }}
key: ${{ matrix.os }}-latest-pip-${{ steps.pip-cache.outputs.datew }}
- if: runner.os == 'windows'
name: Install torch cpu from pytorch.org (Windows only)
run: |
python -m pip install torch==2.5.1 torchvision==0.20.1+cpu --index-url https://download.pytorch.org/whl/cpu
- if: runner.os == 'Linux'
name: Install itk pre-release (Linux only)
run: |
python -m pip install --pre -U itk
- name: Install the complete dependencies
run: |
python -m pip install --user --upgrade pip wheel
python -m pip install torch==2.5.1 torchvision==0.20.1
cat "requirements-dev.txt"
python -m pip install -r requirements-dev.txt
python -m pip list
python setup.py develop # test no compile installation
shell: bash
- name: Run compiled (${{ runner.os }})
run: |
python setup.py develop --uninstall
BUILD_MONAI=1 python setup.py develop # compile the cpp extensions
shell: bash
- name: Run quick tests
run: |
python -c 'import torch; print(torch.__version__); print(torch.rand(5,3))'
python -c "import monai; monai.config.print_config()"
# python -m unittest -v
env:
QUICKTEST: True
PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION: python # https://github.com/Project-MONAI/MONAI/issues/4354
packaging: # Test package generation
runs-on: ubuntu-latest
env:
QUICKTEST: True
shell: bash
steps:
- name: Clean unused tools
run: |
find /opt/hostedtoolcache/* -maxdepth 0 ! -name 'Python' -exec rm -rf {} \;
sudo rm -rf /usr/share/dotnet
sudo rm -rf /usr/local/lib/android
sudo rm -rf /opt/ghc /usr/local/.ghcup
sudo docker system prune -f
- uses: actions/checkout@v6
with:
fetch-depth: 0
- name: Set up Python 3.10
uses: actions/setup-python@v6
with:
python-version: '3.10'
- name: cache weekly timestamp
id: pip-cache
run: |
echo "datew=$(date '+%Y-%V')" >> $GITHUB_OUTPUT
- name: cache for pip
uses: actions/cache@v4
id: cache
with:
path: |
~/.cache/pip
~/.cache/torch
key: ${{ runner.os }}-pip-${{ steps.pip-cache.outputs.datew }}
- name: Install dependencies
run: |
python -m pip install --user --upgrade pip setuptools wheel twine packaging
# install the latest pytorch for testing
# however, "pip install monai*.tar.gz" will build cpp/cuda with an isolated
# fresh torch installation according to pyproject.toml
python -m pip install torch>=2.5.1 torchvision
- name: Check packages
run: |
pip uninstall monai
pip list | grep -iv monai
git fetch --depth=1 origin +refs/tags/*:refs/tags/*
set -e
# build tar.gz and wheel
python setup.py check -m -s
python setup.py sdist bdist_wheel
python -m twine check dist/*
- run: echo "pwd=$PWD" >> $GITHUB_OUTPUT
id: root
- run: echo "tmp_dir=$(mktemp -d)" >> $GITHUB_OUTPUT
id: mktemp
- name: Move packages
run: |
printf ${{ steps.root.outputs.pwd }}
printf ${{ steps.mktemp.outputs.tmp_dir }}
# move packages to a temp dir
cp dist/monai* "${{ steps.mktemp.outputs.tmp_dir }}"
rm -r build dist monai.egg-info
cd "${{ steps.mktemp.outputs.tmp_dir }}"
ls -al
- name: Install wheel file
working-directory: ${{ steps.mktemp.outputs.tmp_dir }}
run: |
# install from wheel
python -m pip install monai*.whl
python -c 'import monai; monai.config.print_config()' 2>&1 | grep -iv "unknown"
python -c 'import monai; print(monai.__file__)'
python -m pip uninstall -y monai
rm monai*.whl
- name: Install source archive
working-directory: ${{ steps.mktemp.outputs.tmp_dir }}
run: |
# install from tar.gz
name=$(ls *.tar.gz | head -n1)
echo $name
python -m pip install $name[all]
python -c 'import monai; monai.config.print_config()' 2>&1 | grep -iv "unknown"
python -c 'import monai; print(monai.__file__)'
- name: Quick test
working-directory: ${{ steps.mktemp.outputs.tmp_dir }}
run: |
# run min tests
cp ${{ steps.root.outputs.pwd }}/requirements*.txt .
cp -r ${{ steps.root.outputs.pwd }}/tests .
ls -al
python -m pip install -r requirements-dev.txt
python -m unittest -v
env:
PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION: python # https://github.com/Project-MONAI/MONAI/issues/4354