[CI, enhancement] add sklearnex CI job with nightly oneDAL DPCPP build in github actions #3
Workflow file for this run
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| name: oneDAL DPCPP nightly sklearnex | |
| on: | |
| pull_request: | |
| branches: [ "main" ] | |
| workflow_dispatch: | |
| env: | |
| PYTHON_VERSION: 3.9 | |
| SKLEARN_VERSION: 1.1 | |
| jobs: | |
| sklearn: | |
| name: Python3.9_Sklearn1.1 | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v4 | |
| - name: Install Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ env.PYTHON_VERSION }} | |
| - name: Get run ID of "build_oneDAL" workflow | |
| id: get-run-id | |
| run: | | |
| OTHER_REPO="${{ github.repository }}" | |
| WF_NAME="oneDAL nightly build" | |
| RUN_ID=`gh run --repo ${OTHER_REPO} list --workflow "${WF_NAME}" --json databaseId --jq .[0].databaseId` | |
| echo "Detected latest run id of ${RUN_ID} for workflow ${WF_NAME}" | |
| echo "run-id=${RUN_ID}" >> "$GITHUB_OUTPUT" | |
| env: | |
| GH_TOKEN: ${{ github.token }} | |
| - name: Download artifact from "build_oneDAL" workflow | |
| uses: actions/download-artifact@v4 | |
| with: | |
| name: __release_lnx | |
| github-token: ${{ github.token }} | |
| repository: ${{ github.repository }} | |
| run-id: ${{ steps.get-run-id.outputs.run-id }} | |
| path: ./__release_lnx | |
| - name: Show downloaded files | |
| run: ls -la | |
| - name: apt-get | |
| run: sudo apt-get update && sudo apt-get install -y clang-format | |
| - name: dpcpp installation | |
| run: bash .ci/scripts/install_dpcpp.sh | |
| - name: describe system | |
| run: bash .ci/scripts/describe_system.sh | |
| - name: Install develop requirements | |
| run: | | |
| python -m venv env2 | |
| source ./env2/bin/activate | |
| pip install -r dependencies-dev | |
| pip list | |
| - name: Build daal4py/sklearnex | |
| run: | | |
| source ./env2/bin/activate | |
| export DPCPPROOT=/opt/intel/oneapi/compiler/latest | |
| export NO_DIST=1 | |
| source /opt/intel/oneapi/compiler/latest/env/vars.sh # prepare icpx | |
| source /opt/intel/oneapi/tbb/latest/env/vars.sh # prepare tbb | |
| source ./__release_lnx/daal/latest/env/vars.sh # prepare oneDAL | |
| python setup.py install --single-version-externally-managed --record=record.txt | |
| python setup_sklearnex.py install --single-version-externally-managed --record=record_sklearnex.txt | |
| - name: Install testing requirements | |
| run: | | |
| source ./env2/bin/activate | |
| source /opt/intel/oneapi/compiler/latest/env/vars.sh # prepare icpx | |
| source /opt/intel/oneapi/tbb/latest/env/vars.sh # prepare tbb | |
| source ./__release_lnx/daal/latest/env/vars.sh # prepare oneDAL | |
| bash .ci/scripts/setup_sklearn.sh ${{ env.SKLEARN_VERSION }} | |
| pip install --upgrade -r requirements-test.txt | |
| pip install $(python .ci/scripts/get_compatible_scipy_version.py) | |
| # if [ $(echo ${{ env.PYTHON_VERSION }} | grep '3.9\|3.10') ]; then pip install dpctl==0.16.0 dpnp==0.14.0; fi | |
| pip list | |
| - name: Sklearnex testing | |
| working-directory: ./.ci | |
| run: | | |
| source ../env2/bin/activate | |
| source /opt/intel/oneapi/compiler/latest/env/vars.sh # prepare icpx | |
| source /opt/intel/oneapi/tbb/latest/env/vars.sh # prepare tbb | |
| source ../__release_lnx/daal/latest/env/vars.sh # prepare oneDAL | |
| ../conda-recipe/run_test.sh | |
| - name: Sklearn testing | |
| working-directory: ./.ci | |
| run: | | |
| source ../env2/bin/activate | |
| source /opt/intel/oneapi/compiler/latest/env/vars.sh # prepare icpx | |
| source /opt/intel/oneapi/tbb/latest/env/vars.sh # prepare tbb | |
| source ../__release_lnx/daal/latest/env/vars.sh # prepare oneDAL | |
| bash ./scripts/run_sklearn_tests.sh cpu | |
| - name: Sklearn testing [preview] | |
| working-directory: ./.ci | |
| run: | | |
| source ../env2/bin/activate | |
| source /opt/intel/oneapi/compiler/latest/env/vars.sh # prepare icpx | |
| source /opt/intel/oneapi/tbb/latest/env/vars.sh # prepare tbb | |
| source ../__release_lnx/daal/latest/env/vars.sh # prepare oneDAL | |
| export SKLEARNEX_PREVIEW='1' | |
| bash ./scripts/run_sklearn_tests.sh cpu |