Build / Spark Connect Python-only (master-server, 35-client, Python 3.11) #120
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # | |
| # 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: Build / Spark Connect Python-only (master-server, 35-client, Python 3.11) | |
| on: | |
| schedule: | |
| - cron: '0 21 * * *' | |
| jobs: | |
| # Build: build Spark and run the tests for specified modules using SBT | |
| build: | |
| name: "Build modules: pyspark-connect" | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 100 | |
| if: github.repository == 'apache/spark' | |
| steps: | |
| - name: Checkout Spark repository | |
| uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 | |
| - name: Cache SBT and Maven | |
| uses: actions/cache@v4 | |
| with: | |
| path: | | |
| build/apache-maven-* | |
| build/*.jar | |
| ~/.sbt | |
| key: build-spark-connect-python-only-${{ hashFiles('**/pom.xml', 'project/build.properties', 'build/mvn', 'build/sbt', 'build/sbt-launch-lib.bash', 'build/spark-build-info') }} | |
| restore-keys: | | |
| build-spark-connect-python-only- | |
| - name: Cache Coursier local repository | |
| uses: actions/cache@v4 | |
| with: | |
| path: ~/.cache/coursier | |
| key: coursier-build-spark-connect-python-only-${{ hashFiles('**/pom.xml') }} | |
| restore-keys: | | |
| coursier-build-spark-connect-python-only- | |
| - name: Install Java 17 | |
| uses: actions/setup-java@v4 | |
| with: | |
| distribution: zulu | |
| java-version: 17 | |
| - name: Install Python 3.11 | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: '3.11' | |
| architecture: x64 | |
| - name: Build Spark | |
| run: | | |
| ./build/sbt -Phive Test/package | |
| - name: Install Python dependencies | |
| run: | | |
| pip install 'numpy==1.25.1' 'pyarrow==12.0.1' 'pandas<=2.0.3' scipy unittest-xml-reporting plotly>=4.8 'mlflow>=2.3.1' coverage 'matplotlib==3.7.2' openpyxl 'memory-profiler==0.60.0' 'scikit-learn==1.1.*' | |
| # Add Python deps for Spark Connect. | |
| pip install 'grpcio>=1.48,<1.57' 'grpcio-status>=1.48,<1.57' 'protobuf==3.20.3' 'googleapis-common-protos==1.56.4' 'graphviz==0.20.3' | |
| # Add torch as a testing dependency for TorchDistributor | |
| pip install 'torch==2.0.1' 'torchvision==0.15.2' torcheval | |
| - name: Run tests | |
| env: | |
| SPARK_TESTING: 1 | |
| SPARK_SKIP_CONNECT_COMPAT_TESTS: 1 | |
| SPARK_CONNECT_TESTING_REMOTE: sc://localhost | |
| run: | | |
| # Make less noisy | |
| cp conf/log4j2.properties.template conf/log4j2.properties | |
| sed -i 's/rootLogger.level = info/rootLogger.level = warn/g' conf/log4j2.properties | |
| # Start a Spark Connect server for local | |
| PYTHONPATH="python/lib/pyspark.zip:python/lib/py4j-0.10.9.7-src.zip:$PYTHONPATH" ./sbin/start-connect-server.sh \ | |
| --driver-java-options "-Dlog4j.configurationFile=file:$GITHUB_WORKSPACE/conf/log4j2.properties" \ | |
| --jars "`find connector/protobuf/target -name spark-protobuf-*SNAPSHOT.jar`,`find connector/avro/target -name spark-avro*SNAPSHOT.jar`" | |
| # Checkout to branch-3.5 to use the tests in branch-3.5. | |
| cd .. | |
| git clone --single-branch --branch branch-3.5 $GITHUB_SERVER_URL/$GITHUB_REPOSITORY spark-3.5 | |
| cd spark-3.5 | |
| # Several tests related to catalog requires to run them sequencially, e.g., writing a table in a listener. | |
| # Run branch-3.5 tests | |
| ./python/run-tests --parallelism=1 --python-executables=python3 --modules pyspark-connect | |
| # None of tests are dependent on each other in Pandas API on Spark so run them in parallel | |
| ./python/run-tests --parallelism=4 --python-executables=python3 --modules pyspark-pandas-connect,pyspark-pandas-slow-connect | |
| - name: Upload test results to report | |
| if: always() | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: test-results-spark-connect-python-only | |
| path: "**/target/test-reports/*.xml" | |
| - name: Upload Spark Connect server log file | |
| if: ${{ !success() }} | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: unit-tests-log-spark-connect-python-only | |
| path: logs/*.out |