nbval #512
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name: nbval | |
on: | |
workflow_dispatch: | |
paths: | |
- 'notebooks/**.ipynb' | |
- 'notebooks/**.py' | |
- 'requirements.txt' | |
- '.ci/*' | |
- '.github/workflows/*.yml' | |
- '.github/workflows/.env' | |
schedule: | |
- cron: '30 8 * * *' | |
concurrency: | |
group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }} | |
cancel-in-progress: true | |
jobs: | |
build_nbval: | |
runs-on: ${{ matrix.os }} | |
strategy: | |
fail-fast: false | |
matrix: | |
os: [ubuntu-20.04, ubuntu-22.04, windows-2019, windows-2022, macos-11, macos-12] | |
python: ["3.7", "3.8", "3.9", "3.10"] | |
steps: | |
#### Installation/preparation #### | |
# | |
# These steps are also copied to convert_notebooks.yml | |
- name: Checkout repository | |
uses: actions/checkout@v2 | |
- name: Dotenv Action | |
id: dotenv | |
uses: xom9ikk/[email protected] | |
with: | |
path: ./.github/workflows | |
- name: Set up Python | |
uses: actions/setup-python@v1 | |
with: | |
python-version: ${{ matrix.python }} | |
- name: Install required packages | |
run: | | |
if [ "$RUNNER_OS" == "Linux" ]; then | |
sudo apt-get install libsndfile1 -y | |
fi | |
shell: bash | |
- name: Cache OpenVINO Pip Packages | |
id: cachepip | |
uses: actions/cache@v2 | |
with: | |
path: | | |
pipcache | |
key: ${{ env.PIP_CACHE_KEY }}-${{ matrix.os }}-${{ matrix.python }} | |
# Cache specific files to reduce downloads or prevent network issues | |
- name: Cache Files | |
id: cachefiles | |
uses: actions/cache@v2 | |
with: | |
path: | | |
# NOTE: when modifying cache paths, update FILES_CACHE_KEY in .env | |
# and change cache paths in both nbval.yml and convert_notebooks.yml | |
case_00030.zip | |
notebooks/110-ct-segmentation-quantize/kits19_frames_1 | |
notebooks/112-pytorch-post-training-quantization-nncf/output/tiny-imagenet-200.zip | |
# 208 omz cache location is set to this with test_replace | |
notebooks/208-optical-character-recognition/open_model_zoo_cache | |
notebooks/110-ct-scan-live-inference/kits19_frames_1 | |
notebooks/212-onnx-style-transfer/model | |
notebooks/302-pytorch-quantization-aware-training/data/tiny-imagenet-200.zip | |
key: ${{ env.FILES_CACHE_KEY }} | |
# PaddleGAN stores cache in ppgan directory in CACHE_DIR | |
- name: Set CACHE_DIR | |
shell: bash | |
run: | | |
python -c 'import os;print("CACHE_DIR={0}".format(os.path.expanduser(os.path.join("~", ".cache"))))' | |
# replace backslashes with forward slashes for Windows paths | |
python -c 'import os;print("CACHE_DIR={0}".format(os.path.expanduser(os.path.join("~", ".cache"))))' | sed -e 's/\\/\//g' >> $GITHUB_ENV | |
# PaddleHub stores cache in directory pointed to by HUB_HOME environment variable | |
- name: Set HUB_HOME | |
shell: bash | |
run: | | |
echo HUB_HOME=${{ env.CACHE_DIR }}/.paddlehub >> $GITHUB_ENV | |
# Cache PaddlePaddle cache directories to prevent CI failing due to network/download issues | |
- name: Cache PaddlePaddle cache directories | |
id: cacheusercache | |
uses: actions/cache@v2 | |
with: | |
path: | | |
${{ env.HUB_HOME }} | |
${{ env.CACHE_DIR }}/paddle | |
${{ env.CACHE_DIR }}/ppgan | |
key: ${{ env.USER_CACHE_KEY }}-${{ runner.os }} | |
- name: Cache openvino packages | |
if: steps.cachepip.outputs.cache-hit != 'true' | |
run: | | |
python -m pip install --upgrade pip | |
mkdir pipcache | |
python -m pip install --cache-dir pipcache --no-deps openvino openvino-dev nncf | |
cp -r pipcache pipcache_openvino | |
python -m pip uninstall -y openvino openvino-dev nncf | |
# Download a small dataset to use for testing purposes in monai-kidney training notebook | |
- name: Download CT files | |
if: steps.cachefiles.outputs.cache-hit != 'true' | |
run: | | |
curl -O https://storage.openvinotoolkit.org/data/test_data/openvino_notebooks/kits19/case_00030.zip | |
- name: Copy CT files | |
run: | | |
mkdir notebooks/110-ct-segmentation-quantize/kits19 | |
mkdir notebooks/110-ct-segmentation-quantize/kits19/kits19_frames | |
unzip case_00030.zip | |
cp -r case_00030 case_00001 | |
mv case_00030 notebooks/110-ct-segmentation-quantize/kits19/kits19_frames | |
mv case_00001 notebooks/110-ct-segmentation-quantize/kits19/kits19_frames | |
# Prevent test aborting by timeout | |
- name: Download long loading models | |
run: | | |
mkdir notebooks/203-meter-reader/model | |
curl -o notebooks/203-meter-reader/model/meter_det_model.tar.gz 'https://bj.bcebos.com/paddlex/examples2/meter_reader/meter_det_model.tar.gz' | |
curl -o notebooks/203-meter-reader/model/meter_seg_model.tar.gz 'https://bj.bcebos.com/paddlex/examples2/meter_reader/meter_seg_model.tar.gz' | |
mkdir notebooks/405-paddle-ocr-webcam/model | |
curl -o notebooks/405-paddle-ocr-webcam/model/ch_PP-OCRv3_det_infer.tar 'https://paddleocr.bj.bcebos.com/PP-OCRv3/chinese/ch_PP-OCRv3_det_infer.tar' | |
curl -o notebooks/405-paddle-ocr-webcam/model/ch_PP-OCRv3_rec_infer.tar 'https://paddleocr.bj.bcebos.com/PP-OCRv3/chinese/ch_PP-OCRv3_rec_infer.tar' | |
- name: Install dependencies | |
run: | | |
python -m pip install --upgrade pip | |
python -m pip install -r .ci/dev-requirements.txt --cache-dir pipcache | |
python -m ipykernel install --user --name openvino_env | |
# Cache OpenVINO packages. mv works cross-platform | |
- name: Make pipcache directory with OpenVINO packages | |
if: steps.cachepip.outputs.cache-hit != 'true' | |
run: | | |
mv pipcache pipcache_full | |
mv pipcache_openvino pipcache | |
# Create list of installed pip packages that can be downloaded as artifacts | |
# to verify the exact environment of a specific test run | |
- name: Pip freeze | |
run: | | |
python -m pip freeze | |
python -m pip freeze > pip-freeze-${{ github.sha }}-${{matrix.os}}-${{ matrix.python }}.txt | |
- name: Archive pip freeze | |
uses: actions/upload-artifact@v3 | |
with: | |
name: pip-freeze | |
path: pip-freeze-${{ github.sha }}-${{matrix.os}}-${{ matrix.python }}.txt | |
#### End installation/preparation | |
- name: Check install | |
run: | | |
python check_install.py | |
# Patch long running cells to run faster | |
- name: Patch notebooks | |
run: | | |
python .ci/patch_notebooks.py | |
# Test that JupyterLab runs without errors | |
- name: Test Jupyterlab | |
run: | | |
jupyter lab notebooks --help | |
# Main notebooks test. Verifies that all notebooks run without errors | |
- name: Analysing with nbval (Windows) | |
if: runner.os == 'Windows' | |
run: | | |
python .ci/validate_notebooks.py --report_dir test_report/${{matrix.os}}-${{ matrix.python }} --ignore_list 225-stable-diffusion-text-to-image --move_notebooks_dir c:/notebooks | |
shell: bash | |
- name: Analysing with nbval (Linux) | |
if: runner.os == 'Linux' | |
run: | | |
python .ci/validate_notebooks.py --report_dir test_report/${{matrix.os}}-${{ matrix.python }} --ignore_list 225-stable-diffusion-text-to-image | |
shell: bash | |
- name: Analysing with nbval (MacOS) | |
if: runner.os == 'MacOS' | |
run: | | |
python .ci/validate_notebooks.py --report_dir test_report/${{matrix.os}}-${{ matrix.python }} --ignore_list 225-stable-diffusion-text-to-image | |
shell: bash | |
- name: Archive test report | |
uses: actions/upload-artifact@v3 | |
with: | |
name: test_report.csv | |
path: test_report.csv | |
- name: Archive notebook test report | |
uses: actions/upload-artifact@v3 | |
with: | |
name: test_report | |
path: test_report/ | |
# Show the cache after running the notebooks | |
- name: Show cache | |
run: | | |
ls -laR ${{ env.CACHE_DIR }} | |
du -sh ${{ env.CACHE_DIR }} | |
if: runner.os != 'Windows' |