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job_python_unit_tests.yml
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name: Python unit tests
on:
workflow_call:
inputs:
runner:
description: 'Machine on which the tests would run'
type: string
required: true
container:
description: 'JSON to be converted to the value of the "container" configuration for the job'
type: string
required: false
default: '{"image": null}'
affected-components:
description: 'Components that are affected by changes in the commit defined by the Smart CI Action'
type: string
required: true
python-version:
description: 'Python version to setup. E.g., "3.11"'
type: string
required: true
permissions: read-all
env:
PIP_CACHE_PATH: /mount/caches/pip/linux
jobs:
Python_Unit_Tests:
name: Python unit tests
timeout-minutes: 70
runs-on: ${{ inputs.runner }}
container: ${{ fromJSON(inputs.container) }}
defaults:
run:
shell: bash
env:
DEBIAN_FRONTEND: noninteractive # to prevent apt-get from waiting user input
OPENVINO_REPO: ${{ github.workspace }}/openvino
INSTALL_DIR: ${{ github.workspace }}/install
INSTALL_WHEELS_DIR: ${{ github.workspace }}/install/wheels
INSTALL_TEST_DIR: ${{ github.workspace }}/install/tests
LAYER_TESTS_INSTALL_DIR: ${{ github.workspace }}/install/tests/layer_tests
steps:
- name: Download OpenVINO artifacts (tarballs)
uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
with:
pattern: openvino_[tests]*
path: ${{ env.INSTALL_DIR }}
merge-multiple: true
- name: Download OpenVINO artifacts (wheels)
uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
with:
pattern: openvino_[wheels]*
path: ${{ env.INSTALL_WHEELS_DIR }}
merge-multiple: true
# Needed as ${{ github.workspace }} is not working correctly when using Docker
- name: Setup Variables
run: |
echo "OPENVINO_REPO=$GITHUB_WORKSPACE/openvino" >> "$GITHUB_ENV"
echo "INSTALL_DIR=$GITHUB_WORKSPACE/install" >> "$GITHUB_ENV"
echo "INSTALL_TEST_DIR=$GITHUB_WORKSPACE/install/tests" >> "$GITHUB_ENV"
echo "LAYER_TESTS_INSTALL_DIR=$GITHUB_WORKSPACE/install/tests/layer_tests" >> "$GITHUB_ENV"
- name: Install OpenVINO dependencies (mac)
if: runner.os == 'macOS'
run: brew install pigz
- name: Extract OpenVINO packages
run: |
pigz -dc openvino_tests.tar.gz | tar -xf - -C ${INSTALL_DIR}
working-directory: ${{ env.INSTALL_DIR }}
- name: Fetch setup_python action
uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
with:
sparse-checkout: |
.github/actions/setup_python/action.yml
sparse-checkout-cone-mode: false
path: 'action_root'
- name: Setup Python ${{ inputs.python-version }}
uses: ./action_root/.github/actions/setup_python
with:
version: ${{ inputs.python-version }}
pip-cache-path: ${{ runner.os == 'Linux' && env.PIP_CACHE_PATH || '' }}
should-setup-pip-paths: ${{ runner.os == 'Linux' }}
self-hosted-runner: ${{ runner.os == 'Linux' }}
#
# Tests
#
- name: Install OpenVINO Python wheels
run: |
# Install the core OV wheel
python3 -m pip install ./openvino-*.whl
extras_to_install="caffe,kaldi,onnx,tensorflow2,pytorch"
# Find and install OV dev wheel
ov_dev_wheel_name=$(find . -name 'openvino_dev*.whl')
python3 -m pip install $ov_dev_wheel_name[$extras_to_install]
working-directory: ${{ env.INSTALL_WHEELS_DIR }}
- name: Install Python API tests dependencies
run: |
# To enable pytest parallel features
python3 -m pip install pytest-xdist[psutil]
# For torchvision to OpenVINO preprocessing converter
python3 -m pip install -r ${INSTALL_TEST_DIR}/python/preprocess/torchvision/requirements.txt
# TODO: replace with Python API tests requirements
python3 -m pip install -r ${INSTALL_TEST_DIR}/mo/requirements_dev.txt
#
# Tests
#
- name: Python API Tests
if: ${{ fromJSON(inputs.affected-components).Python_API.test }}
run: |
# for 'template' extension
export LD_LIBRARY_PATH=${INSTALL_TEST_DIR}:$LD_LIBRARY_PATH
python3 -m pytest -sv ${INSTALL_TEST_DIR}/pyopenvino \
--junitxml=${INSTALL_TEST_DIR}/TEST-Pyngraph.xml \
--ignore=${INSTALL_TEST_DIR}/pyopenvino/tests/test_utils/test_utils.py
- name: Model Optimizer unit tests
if: fromJSON(inputs.affected-components).MO.test
run: |
if [[ "${{ runner.os }}" == "Linux" ]] && [[ "${{ runner.arch }}" != "ARM64" ]]; then
# required for MxNet
apt-get install -y libgomp1 libquadmath0
fi
# Skips under tickets: 133405, 122666
python3 -m pytest -s ${INSTALL_TEST_DIR}/mo/unit_tests \
--junitxml=${INSTALL_TEST_DIR}/TEST-ModelOptimizer.xml
- name: Python ONNX operators tests
if: (fromJSON(inputs.affected-components).Python_API.test ||
fromJSON(inputs.affected-components).ONNX_FE.test) &&
runner.arch != 'ARM64' # Ticket: 123325
run: |
# Skip test_onnx/test_zoo_models and test_onnx/test_backend due to long execution time - ONNX Model Zoo tests are run separately
python3 -m pytest -sv ${INSTALL_TEST_DIR}/onnx -k 'not cuda' \
--junitxml=${INSTALL_TEST_DIR}/TEST-onnx_frontend.xml \
--ignore=${INSTALL_TEST_DIR}/onnx/test_python/test_zoo_models.py
- name: OVC unit tests
if: fromJSON(inputs.affected-components).MO.test
run: python3 -m pytest -s ${INSTALL_TEST_DIR}/ovc/unit_tests --junitxml=${INSTALL_TEST_DIR}/TEST-OpenVinoConversion.xml
- name: Install Python Layer tests dependencies
run: |
# layer test requirements
python3 -m pip install -r ${LAYER_TESTS_INSTALL_DIR}/requirements.txt
- name: MO Python API Tests
if: fromJSON(inputs.affected-components).MO.test
run: |
# Import 'test_utils' installed in '<package_test>/tests/python/openvino'
export LD_LIBRARY_PATH=${PIP_INSTALL_PATH}/openvino/libs:$LD_LIBRARY_PATH
export PYTHONPATH=${INSTALL_TEST_DIR}/python
if [[ "${{ runner.os }}" == "Linux" ]] && [[ "${{ runner.arch }}" == "ARM64" ]]; then
# Find gomp lib
GOMP_LIB=$(find "${PIP_INSTALL_PATH}/torch/lib/../../torch.libs/" -name '*libgomp-*so*')
export LD_PRELOAD=${GOMP_LIB}
fi
python3 -m pytest ${LAYER_TESTS_INSTALL_DIR}/mo_python_api_tests -n logical --junitxml=${INSTALL_TEST_DIR}/TEST-test_mo_convert.xml
env:
TEST_DEVICE: CPU
TEST_PRECISION: FP16
- name: OVC Python API Tests
if: fromJSON(inputs.affected-components).MO.test
run: |
# Import 'test_utils' installed in '<package_test>/tests/python/openvino'
export PYTHONPATH=${INSTALL_TEST_DIR}/python
export LD_LIBRARY_PATH=${PIP_INSTALL_PATH}/openvino/libs:$LD_LIBRARY_PATH
if [[ "${{ runner.os }}" == "Linux" ]] && [[ "${{ runner.arch }}" == "ARM64" ]]; then
# Find gomp lib
GOMP_LIB=$(find "${PIP_INSTALL_PATH}/torch/lib/../../torch.libs/" -name '*libgomp-*so*')
export LD_PRELOAD=${GOMP_LIB}
fi
python3 -m pytest ${LAYER_TESTS_INSTALL_DIR}/ovc_python_api_tests -n logical --junitxml=${INSTALL_TEST_DIR}/TEST-test_ovc_convert.xml
env:
TEST_DEVICE: CPU
TEST_PRECISION: FP16
- name: Python Frontend tests
if: fromJSON(inputs.affected-components).PyTorch_FE.test ||
fromJSON(inputs.affected-components).PDPD_FE.test
run: |
# to allow 'libtest_builtin_extensions.so' to find 'libopenvino_onnx_frontend.so'
export LD_LIBRARY_PATH=${PIP_INSTALL_PATH}/openvino/libs:$LD_LIBRARY_PATH
python3 -m pytest ${LAYER_TESTS_INSTALL_DIR}/py_frontend_tests --junitxml=${INSTALL_TEST_DIR}/TEST-test_py_fontend.xml
- name: ONNX Layer Tests
if: ${{ fromJSON(inputs.affected-components).ONNX_FE.test }}
run: |
# requires 'unit_tests' from 'tools/mo'
export PYTHONPATH=${INSTALL_TEST_DIR}/mo:$PYTHONPATH
python3 -m pytest ${LAYER_TESTS_INSTALL_DIR}/onnx_tests -m "not launch_only_if_manually_specified and precommit" --junitxml=${INSTALL_TEST_DIR}/TEST-onnx.xml
env:
TEST_DEVICE: CPU
TEST_PRECISION: FP16
- name: JAX Layer Tests - JAX FE
if: ${{ fromJSON(inputs.affected-components).JAX_FE.test && runner.arch != 'ARM64' && runner.os != 'macOS' }}
run: python3 -m pytest ${LAYER_TESTS_INSTALL_DIR}/jax_tests/ -m precommit_jax_fe --junitxml=${INSTALL_TEST_DIR}/TEST-jax_fe.xml
env:
TEST_DEVICE: CPU
TEST_PRECISION: FP16
JAX_TRACE_MODE: JAXPR
- name: TensorFlow Lite Layer Tests - TFL FE
if: fromJSON(inputs.affected-components).TFL_FE.test
run: python3 -m pytest ${LAYER_TESTS_INSTALL_DIR}/tensorflow_lite_tests/ -n logical --junitxml=${INSTALL_TEST_DIR}/TEST-tfl_fe.xml
env:
TEST_DEVICE: CPU
TEST_PRECISION: FP16
- name: TensorFlow 1 Layer Tests - Legacy FE
if: fromJSON(inputs.affected-components).TF_FE.test
run: python3 -m pytest ${{ env.LAYER_TESTS_INSTALL_DIR }}/tensorflow_tests/test_tf_Roll.py --use_legacy_frontend --ir_version=10 --junitxml=${{ env.INSTALL_TEST_DIR }}/TEST-tf_Roll.xml
env:
TEST_DEVICE: CPU
TEST_PRECISION: FP16
- name: TensorFlow 2 Layer Tests - Legacy FE
# no longer workable since TF 2.17
# will be removed in 2024.5
if: ${{ 'false' }}
run: python3 -m pytest ${{ env.LAYER_TESTS_INSTALL_DIR }}/tensorflow2_keras_tests/test_tf2_keras_activation.py --use_legacy_frontend --ir_version=11 -k "sigmoid" --junitxml=${{ env.INSTALL_TEST_DIR }}/TEST-tf2_Activation.xml
env:
TEST_DEVICE: CPU
TEST_PRECISION: FP16
- name: Clone API snippets
if: runner.os != 'macOS'
uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
with:
sparse-checkout: docs/articles_en/assets/snippets
path: ${{ env.OPENVINO_REPO }}
submodules: 'false'
- name: Docs Python snippets
if: runner.os != 'macOS'
run: |
# to find 'snippets' module in docs
export PYTHONPATH=${OPENVINO_REPO}/docs/articles_en/assets
# for 'template' extension
export LD_LIBRARY_PATH=${INSTALL_TEST_DIR}:$LD_LIBRARY_PATH
python3 ${OPENVINO_REPO}/docs/articles_en/assets/snippets/main.py
- name: Python API Tests -- numpy>=2.0.0
if: ${{ fromJSON(inputs.affected-components).Python_API.test }}
run: |
python3 -m pip uninstall -y numpy
python3 -m pip install "numpy>=2.0.0,<2.1.0"
python3 -m pip install -r ${INSTALL_TEST_DIR}/bindings/python/requirements_test.txt
# for 'template' extension
export LD_LIBRARY_PATH=${INSTALL_TEST_DIR}:$LD_LIBRARY_PATH
python3 -m pytest -sv ${INSTALL_TEST_DIR}/pyopenvino \
--junitxml=${INSTALL_TEST_DIR}/TEST-Pyngraph.xml \
--ignore=${INSTALL_TEST_DIR}/pyopenvino/tests/test_utils/test_utils.py
- name: Upload Test Results
uses: actions/upload-artifact@b4b15b8c7c6ac21ea08fcf65892d2ee8f75cf882 # v4.4.3
if: ${{ !cancelled() }}
with:
name: test-results-python
path: |
${{ env.INSTALL_TEST_DIR }}/TEST*.html
${{ env.INSTALL_TEST_DIR }}/TEST*.xml
if-no-files-found: 'warn'