Run benchmarks #1
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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: Run benchmarks | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| class: | |
| description: 'Benchmark class' | |
| required: true | |
| default: '*' | |
| jdk: | |
| description: 'JDK version: 17 or 21' | |
| required: true | |
| default: '17' | |
| scala: | |
| description: 'Scala version: 2.13' | |
| required: true | |
| default: '2.13' | |
| failfast: | |
| description: 'Failfast: true or false' | |
| required: true | |
| default: 'true' | |
| num-splits: | |
| description: 'Number of job splits' | |
| required: true | |
| default: '1' | |
| jobs: | |
| matrix-gen: | |
| name: Generate matrix for job splits | |
| runs-on: ubuntu-20.04 | |
| outputs: | |
| matrix: ${{ steps.set-matrix.outputs.matrix }} | |
| env: | |
| SPARK_BENCHMARK_NUM_SPLITS: ${{ github.event.inputs.num-splits }} | |
| steps: | |
| - name: Generate matrix | |
| id: set-matrix | |
| run: echo "matrix=["`seq -s, 1 $SPARK_BENCHMARK_NUM_SPLITS`"]" >> $GITHUB_OUTPUT | |
| # Any TPC-DS related updates on this job need to be applied to tpcds-1g job of build_and_test.yml as well | |
| tpcds-1g-gen: | |
| name: "Generate an input dataset for TPCDSQueryBenchmark with SF=1" | |
| if: contains(github.event.inputs.class, 'TPCDSQueryBenchmark') || contains(github.event.inputs.class, '*') | |
| runs-on: ubuntu-20.04 | |
| env: | |
| SPARK_LOCAL_IP: localhost | |
| steps: | |
| - name: Checkout Spark repository | |
| uses: actions/checkout@v3 | |
| # In order to get diff files | |
| with: | |
| fetch-depth: 0 | |
| - name: Cache Scala, SBT and Maven | |
| uses: actions/cache@v3 | |
| with: | |
| path: | | |
| build/apache-maven-* | |
| build/scala-* | |
| build/*.jar | |
| ~/.sbt | |
| key: build-${{ hashFiles('**/pom.xml', 'project/build.properties', 'build/mvn', 'build/sbt', 'build/sbt-launch-lib.bash', 'build/spark-build-info') }} | |
| restore-keys: | | |
| build- | |
| - name: Cache Coursier local repository | |
| uses: actions/cache@v3 | |
| with: | |
| path: ~/.cache/coursier | |
| key: benchmark-coursier-${{ github.event.inputs.jdk }}-${{ hashFiles('**/pom.xml', '**/plugins.sbt') }} | |
| restore-keys: | | |
| benchmark-coursier-${{ github.event.inputs.jdk }} | |
| - name: Cache TPC-DS generated data | |
| id: cache-tpcds-sf-1 | |
| uses: actions/cache@v3 | |
| with: | |
| path: ./tpcds-sf-1 | |
| key: tpcds-${{ hashFiles('.github/workflows/benchmark.yml', 'sql/core/src/test/scala/org/apache/spark/sql/TPCDSSchema.scala') }} | |
| - name: Checkout tpcds-kit repository | |
| if: steps.cache-tpcds-sf-1.outputs.cache-hit != 'true' | |
| uses: actions/checkout@v3 | |
| with: | |
| repository: databricks/tpcds-kit | |
| ref: 2a5078a782192ddb6efbcead8de9973d6ab4f069 | |
| path: ./tpcds-kit | |
| - name: Build tpcds-kit | |
| if: steps.cache-tpcds-sf-1.outputs.cache-hit != 'true' | |
| run: cd tpcds-kit/tools && make OS=LINUX | |
| - name: Install Java ${{ github.event.inputs.jdk }} | |
| if: steps.cache-tpcds-sf-1.outputs.cache-hit != 'true' | |
| uses: actions/setup-java@v3 | |
| with: | |
| distribution: zulu | |
| java-version: ${{ github.event.inputs.jdk }} | |
| - name: Generate TPC-DS (SF=1) table data | |
| if: steps.cache-tpcds-sf-1.outputs.cache-hit != 'true' | |
| run: build/sbt "sql/Test/runMain org.apache.spark.sql.GenTPCDSData --dsdgenDir `pwd`/tpcds-kit/tools --location `pwd`/tpcds-sf-1 --scaleFactor 1 --numPartitions 1 --overwrite" | |
| benchmark: | |
| name: "Run benchmarks: ${{ github.event.inputs.class }} (JDK ${{ github.event.inputs.jdk }}, Scala ${{ github.event.inputs.scala }}, ${{ matrix.split }} out of ${{ github.event.inputs.num-splits }} splits)" | |
| if: always() | |
| needs: [matrix-gen, tpcds-1g-gen] | |
| # Ubuntu 20.04 is the latest LTS. The next LTS is 22.04. | |
| runs-on: ubuntu-20.04 | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| split: ${{fromJSON(needs.matrix-gen.outputs.matrix)}} | |
| env: | |
| SPARK_BENCHMARK_FAILFAST: ${{ github.event.inputs.failfast }} | |
| SPARK_BENCHMARK_NUM_SPLITS: ${{ github.event.inputs.num-splits }} | |
| SPARK_BENCHMARK_CUR_SPLIT: ${{ matrix.split }} | |
| SPARK_GENERATE_BENCHMARK_FILES: 1 | |
| SPARK_LOCAL_IP: localhost | |
| # To prevent spark.test.home not being set. See more detail in SPARK-36007. | |
| SPARK_HOME: ${{ github.workspace }} | |
| SPARK_TPCDS_DATA: ${{ github.workspace }}/tpcds-sf-1 | |
| steps: | |
| - name: Checkout Spark repository | |
| uses: actions/checkout@v3 | |
| # In order to get diff files | |
| with: | |
| fetch-depth: 0 | |
| - name: Cache Scala, SBT and Maven | |
| uses: actions/cache@v3 | |
| with: | |
| path: | | |
| build/apache-maven-* | |
| build/scala-* | |
| build/*.jar | |
| ~/.sbt | |
| key: build-${{ hashFiles('**/pom.xml', 'project/build.properties', 'build/mvn', 'build/sbt', 'build/sbt-launch-lib.bash', 'build/spark-build-info') }} | |
| restore-keys: | | |
| build- | |
| - name: Cache Coursier local repository | |
| uses: actions/cache@v3 | |
| with: | |
| path: ~/.cache/coursier | |
| key: benchmark-coursier-${{ github.event.inputs.jdk }}-${{ hashFiles('**/pom.xml', '**/plugins.sbt') }} | |
| restore-keys: | | |
| benchmark-coursier-${{ github.event.inputs.jdk }} | |
| - name: Install Java ${{ github.event.inputs.jdk }} | |
| uses: actions/setup-java@v3 | |
| with: | |
| distribution: zulu | |
| java-version: ${{ github.event.inputs.jdk }} | |
| - name: Cache TPC-DS generated data | |
| if: contains(github.event.inputs.class, 'TPCDSQueryBenchmark') || contains(github.event.inputs.class, '*') | |
| id: cache-tpcds-sf-1 | |
| uses: actions/cache@v3 | |
| with: | |
| path: ./tpcds-sf-1 | |
| key: tpcds-${{ hashFiles('.github/workflows/benchmark.yml', 'sql/core/src/test/scala/org/apache/spark/sql/TPCDSSchema.scala') }} | |
| - name: Run benchmarks | |
| run: | | |
| ./build/sbt -Pscala-${{ github.event.inputs.scala }} -Pyarn -Pkubernetes -Phive -Phive-thriftserver -Phadoop-cloud -Pkinesis-asl -Pspark-ganglia-lgpl Test/package | |
| # Make less noisy | |
| cp conf/log4j2.properties.template conf/log4j2.properties | |
| sed -i 's/rootLogger.level = info/rootLogger.level = warn/g' conf/log4j2.properties | |
| # In benchmark, we use local as master so set driver memory only. Note that GitHub Actions has 7 GB memory limit. | |
| bin/spark-submit \ | |
| --driver-memory 6g --class org.apache.spark.benchmark.Benchmarks \ | |
| --jars "`find . -name '*-SNAPSHOT-tests.jar' -o -name '*avro*-SNAPSHOT.jar' | paste -sd ',' -`" \ | |
| "`find . -name 'spark-core*-SNAPSHOT-tests.jar'`" \ | |
| "${{ github.event.inputs.class }}" | |
| # To keep the directory structure and file permissions, tar them | |
| # See also https://github.com/actions/upload-artifact#maintaining-file-permissions-and-case-sensitive-files | |
| echo "Preparing the benchmark results:" | |
| tar -cvf benchmark-results-${{ github.event.inputs.jdk }}-${{ github.event.inputs.scala }}.tar `git diff --name-only` `git ls-files --others --exclude=tpcds-sf-1 --exclude-standard` | |
| - name: Upload benchmark results | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: benchmark-results-${{ github.event.inputs.jdk }}-${{ github.event.inputs.scala }}-${{ matrix.split }} | |
| path: benchmark-results-${{ github.event.inputs.jdk }}-${{ github.event.inputs.scala }}.tar | |