[RayDP 2.0] Support Spark 4.1, Java 17, and Scala 2.13 #1378
Workflow file for this run
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| # | |
| # Licensed to the Apache Software Foundation (ASF) under one or more | |
| # contributor license agreements. See the NOTICE file distributed with | |
| # this work for additional information regarding copyright ownership. | |
| # The ASF licenses this file to You under the Apache License, Version 2.0 | |
| # (the "License"); you may not use this file except in compliance with | |
| # the License. You may obtain a copy of the License at | |
| # | |
| # http://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, software | |
| # distributed under the License is distributed on an "AS IS" BASIS, | |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| # See the License for the specific language governing permissions and | |
| # limitations under the License. | |
| # | |
| name: RayDP CI | |
| on: | |
| push: | |
| branches: [main, master] | |
| pull_request: | |
| branches: [main, master] | |
| workflow_dispatch: | |
| permissions: # added using https://github.com/step-security/secure-repo | |
| contents: read | |
| jobs: | |
| build-and-test: | |
| strategy: | |
| matrix: | |
| os: [ubuntu-latest] | |
| python-version: ["3.10", "3.12"] | |
| spark-version: [4.1.1] | |
| ray-version: [2.53.0] | |
| runs-on: ${{ matrix.os }} | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Set up JDK 17 | |
| uses: actions/setup-java@v4 | |
| with: | |
| java-version: 17 | |
| distribution: 'corretto' | |
| - name: Install extra dependencies for Ubuntu | |
| if: matrix.os == 'ubuntu-latest' | |
| run: | | |
| sudo apt-get install -y mpich | |
| - name: Cache pip | |
| uses: actions/cache@v4 | |
| with: | |
| path: ~/.cache/pip | |
| key: ${{ matrix.os }}-${{ matrix.python-version }}-pip | |
| - name: Install dependencies | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install wheel build | |
| if [ "$(uname -s)" == "Linux" ] | |
| then | |
| pip install torch --index-url https://download.pytorch.org/whl/cpu | |
| else | |
| pip install torch | |
| fi | |
| pip install "pandas>=2.2,<3" pyarrow "ray[train,default]==${{ matrix.ray-version }}" tqdm pytest tabulate grpcio-tools wget | |
| pip install torchmetrics | |
| - name: Cache Maven | |
| uses: actions/cache@v4 | |
| with: | |
| path: ~/.m2 | |
| key: ${{ matrix.os }}-m2-${{ hashFiles('core/pom.xml') }} | |
| - name: Build and install | |
| run: | | |
| pip install pyspark==${{ matrix.spark-version }} | |
| ./build.sh | |
| pip install dist/raydp-*.whl | |
| - name: Lint | |
| run: | | |
| pip install pylint==3.3.6 | |
| pylint --rcfile=python/pylintrc python/raydp | |
| pylint --rcfile=python/pylintrc examples/*.py | |
| - name: Test with pytest | |
| run: | | |
| ray start --head --num-cpus 6 | |
| pytest python/raydp/tests/ -v \ | |
| --ignore=python/raydp/tests/test_tf.py \ | |
| --ignore=python/raydp/tests/test_xgboost.py | |
| ray stop --force | |
| - name: Test Examples | |
| run: | | |
| ray start --head | |
| python examples/raydp-submit.py | |
| python examples/test_raydp_submit_pyfiles.py | |
| ray stop | |
| python examples/data_process.py |