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python-package.yml
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name: Python package
on:
push:
branches: [ main ]
pull_request:
branches: [ main ]
jobs:
build:
runs-on: ${{ matrix.os }}
strategy:
fail-fast: false
matrix:
os: [ubuntu-latest, macos-latest, windows-latest]
python-version: ["3.10", "3.11", "3.12"]
include:
- os: ubuntu-latest
path: ~/.cache/pip
- os: macos-latest
path: ~/Library/Caches/pip
- os: windows-latest
path: ~\AppData\Local\pip\Cache
steps:
- name: Checkout code
uses: actions/checkout@v3
- name: Free up disk space
if: runner.os == 'Linux'
run: |
echo "Disk space before cleanup:"
df -h
# Remove unnecessary software to free up disk space
sudo rm -rf /usr/share/dotnet
sudo rm -rf /usr/local/lib/android
sudo rm -rf /opt/ghc
sudo rm -rf /opt/hostedtoolcache/CodeQL
sudo docker image prune --all --force
echo "Disk space after cleanup:"
df -h
- name: Set up Python
uses: conda-incubator/setup-miniconda@v3
with:
channels: conda-forge,defaults
channel-priority: strict
python-version: ${{ matrix.python-version }}
- name: Install TensorFlow
shell: bash -el {0} # Important: activates the conda environment
if: runner.os != 'macOS'
run: |
pip install --no-cache-dir tensorflow tensorpack==0.11 tf_slim==1.1.0 tf-keras
- name: Install TensorFlow on macOS
shell: bash -el {0} # Important: activates the conda environment
if: runner.os == 'macOS'
run: |
pip install --no-cache-dir tensorflow-macos tensorpack==0.11 tf_slim==1.1.0 tf-keras
- name: Install dependencies
shell: bash -el {0} # Important: activates the conda environment
run: |
python -m pip install --upgrade pip setuptools wheel
pip install --no-cache-dir -r requirements.txt
- name: Install ffmpeg
run: |
if [ "$RUNNER_OS" == "Linux" ]; then
sudo apt-get update
sudo apt-get install ffmpeg
elif [ "$RUNNER_OS" == "macOS" ]; then
brew install ffmpeg || true
else
choco install ffmpeg
fi
shell: bash
- name: Run pytest tests
shell: bash -el {0} # Important: activates the conda environment
run: |
pip install --no-cache-dir pytest
python -m pytest
- name: Run functional tests
shell: bash -el {0} # Important: activates the conda environment
run: |
pip install --no-cache-dir git+https://github.com/${{ github.repository }}.git@${{ github.sha }}
python examples/testscript.py
python examples/testscript_multianimal.py
python examples/testscript_pytorch_single_animal.py
python examples/testscript_pytorch_multi_animal.py