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Add benchmark suite for MSQ window functions (apache#17377)
* Add benchmark suite for MSQ window functions * Fix inspection checks * Address review comment: Rename method
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benchmarks/src/test/java/org/apache/druid/benchmark/query/MSQWindowFunctionsBenchmark.java
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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. | ||
*/ | ||
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package org.apache.druid.benchmark.query; | ||
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import com.google.common.collect.ImmutableMap; | ||
import com.google.inject.Injector; | ||
import org.apache.druid.common.config.NullHandling; | ||
import org.apache.druid.java.util.common.io.Closer; | ||
import org.apache.druid.java.util.common.logger.Logger; | ||
import org.apache.druid.msq.sql.MSQTaskSqlEngine; | ||
import org.apache.druid.msq.test.ExtractResultsFactory; | ||
import org.apache.druid.msq.test.MSQTestOverlordServiceClient; | ||
import org.apache.druid.msq.test.StandardMSQComponentSupplier; | ||
import org.apache.druid.msq.util.MultiStageQueryContext; | ||
import org.apache.druid.query.QueryRunnerFactoryConglomerate; | ||
import org.apache.druid.segment.join.JoinableFactoryWrapper; | ||
import org.apache.druid.server.SpecificSegmentsQuerySegmentWalker; | ||
import org.apache.druid.sql.calcite.BaseCalciteQueryTest; | ||
import org.apache.druid.sql.calcite.QueryTestBuilder; | ||
import org.apache.druid.sql.calcite.SqlTestFrameworkConfig; | ||
import org.apache.druid.sql.calcite.TempDirProducer; | ||
import org.apache.druid.sql.calcite.util.TestDataBuilder; | ||
import org.openjdk.jmh.annotations.Benchmark; | ||
import org.openjdk.jmh.annotations.BenchmarkMode; | ||
import org.openjdk.jmh.annotations.Fork; | ||
import org.openjdk.jmh.annotations.Level; | ||
import org.openjdk.jmh.annotations.Measurement; | ||
import org.openjdk.jmh.annotations.Mode; | ||
import org.openjdk.jmh.annotations.OutputTimeUnit; | ||
import org.openjdk.jmh.annotations.Param; | ||
import org.openjdk.jmh.annotations.Scope; | ||
import org.openjdk.jmh.annotations.Setup; | ||
import org.openjdk.jmh.annotations.State; | ||
import org.openjdk.jmh.annotations.TearDown; | ||
import org.openjdk.jmh.annotations.Warmup; | ||
import org.openjdk.jmh.infra.Blackhole; | ||
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import java.lang.annotation.Annotation; | ||
import java.util.Arrays; | ||
import java.util.List; | ||
import java.util.Map; | ||
import java.util.concurrent.TimeUnit; | ||
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/** | ||
* Benchmark that tests various SQL queries with window functions against MSQ engine. | ||
*/ | ||
@State(Scope.Benchmark) | ||
@BenchmarkMode(Mode.AverageTime) | ||
@OutputTimeUnit(TimeUnit.MILLISECONDS) | ||
@Fork(value = 1) | ||
@Warmup(iterations = 1) | ||
@Measurement(iterations = 5) | ||
@SqlTestFrameworkConfig.ComponentSupplier(MSQWindowFunctionsBenchmark.MSQComponentSupplier.class) | ||
public class MSQWindowFunctionsBenchmark extends BaseCalciteQueryTest | ||
{ | ||
static { | ||
NullHandling.initializeForTests(); | ||
} | ||
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private static final Logger log = new Logger(MSQWindowFunctionsBenchmark.class); | ||
private final Closer closer = Closer.create(); | ||
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@Param({"20000000"}) | ||
private int rowsPerSegment; | ||
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@Param({"2", "5"}) | ||
private int maxNumTasks; | ||
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private List<Annotation> annotations; | ||
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@Setup(Level.Trial) | ||
public void setup() | ||
{ | ||
annotations = Arrays.asList(MSQWindowFunctionsBenchmark.class.getAnnotations()); | ||
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// Populate the QueryableIndex for the benchmark datasource. | ||
TestDataBuilder.makeQueryableIndexForBenchmarkDatasource(closer, rowsPerSegment); | ||
} | ||
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@TearDown(Level.Trial) | ||
public void tearDown() throws Exception | ||
{ | ||
closer.close(); | ||
} | ||
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@Benchmark | ||
public void windowWithoutGroupBy(Blackhole blackhole) | ||
{ | ||
String sql = "SELECT ROW_NUMBER() " | ||
+ "OVER (PARTITION BY dimUniform ORDER BY dimSequential) " | ||
+ "FROM benchmark_ds"; | ||
querySql(sql, blackhole); | ||
} | ||
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@Benchmark | ||
public void windowWithoutSorting(Blackhole blackhole) | ||
{ | ||
String sql = "SELECT dimZipf, dimSequential," | ||
+ "ROW_NUMBER() " | ||
+ "OVER (PARTITION BY dimZipf) " | ||
+ "from benchmark_ds\n" | ||
+ "group by dimZipf, dimSequential"; | ||
querySql(sql, blackhole); | ||
} | ||
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@Benchmark | ||
public void windowWithSorting(Blackhole blackhole) | ||
{ | ||
String sql = "SELECT dimZipf, dimSequential," | ||
+ "ROW_NUMBER() " | ||
+ "OVER (PARTITION BY dimZipf ORDER BY dimSequential) " | ||
+ "from benchmark_ds\n" | ||
+ "group by dimZipf, dimSequential"; | ||
querySql(sql, blackhole); | ||
} | ||
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@Benchmark | ||
public void windowWithHighCardinalityPartitionBy(Blackhole blackhole) | ||
{ | ||
String sql = "select\n" | ||
+ "__time,\n" | ||
+ "row_number() over (partition by __time) as c1\n" | ||
+ "from benchmark_ds\n" | ||
+ "group by __time"; | ||
querySql(sql, blackhole); | ||
} | ||
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@Benchmark | ||
public void windowWithLowCardinalityPartitionBy(Blackhole blackhole) | ||
{ | ||
String sql = "select\n" | ||
+ "dimZipf,\n" | ||
+ "row_number() over (partition by dimZipf) as c1\n" | ||
+ "from benchmark_ds\n" | ||
+ "group by dimZipf"; | ||
querySql(sql, blackhole); | ||
} | ||
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@Benchmark | ||
public void multipleWindows(Blackhole blackhole) | ||
{ | ||
String sql = "select\n" | ||
+ "dimZipf, dimSequential, minFloatZipf,\n" | ||
+ "row_number() over (partition by dimSequential order by minFloatZipf) as c1,\n" | ||
+ "row_number() over (partition by dimZipf order by minFloatZipf) as c2,\n" | ||
+ "row_number() over (partition by minFloatZipf order by minFloatZipf) as c3,\n" | ||
+ "row_number() over (partition by dimSequential, dimZipf order by minFloatZipf, dimSequential) as c4,\n" | ||
+ "row_number() over (partition by minFloatZipf, dimZipf order by dimSequential) as c5,\n" | ||
+ "row_number() over (partition by minFloatZipf, dimSequential order by dimZipf) as c6,\n" | ||
+ "row_number() over (partition by dimSequential, minFloatZipf, dimZipf order by dimZipf, minFloatZipf) as c7,\n" | ||
+ "row_number() over (partition by dimSequential, minFloatZipf, dimZipf order by minFloatZipf) as c8\n" | ||
+ "from benchmark_ds\n" | ||
+ "group by dimZipf, dimSequential, minFloatZipf"; | ||
querySql(sql, blackhole); | ||
} | ||
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public void querySql(String sql, Blackhole blackhole) | ||
{ | ||
final Map<String, Object> context = ImmutableMap.of( | ||
MultiStageQueryContext.CTX_MAX_NUM_TASKS, maxNumTasks | ||
); | ||
CalciteTestConfig calciteTestConfig = createCalciteTestConfig(); | ||
QueryTestBuilder queryTestBuilder = new QueryTestBuilder(calciteTestConfig) | ||
.addCustomRunner( | ||
new ExtractResultsFactory(() -> (MSQTestOverlordServiceClient) ((MSQTaskSqlEngine) queryFramework().engine()).overlordClient()) | ||
); | ||
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queryFrameworkRule.setConfig(new SqlTestFrameworkConfig(annotations)); | ||
final List<Object[]> resultList = queryTestBuilder | ||
.skipVectorize(true) | ||
.queryContext(context) | ||
.sql(sql) | ||
.results() | ||
.results; | ||
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if (!resultList.isEmpty()) { | ||
log.info("Total number of rows returned by query: %d", resultList.size()); | ||
Object[] lastRow = resultList.get(resultList.size() - 1); | ||
blackhole.consume(lastRow); | ||
} else { | ||
log.info("No rows returned by the query."); | ||
} | ||
} | ||
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protected static class MSQComponentSupplier extends StandardMSQComponentSupplier | ||
{ | ||
public MSQComponentSupplier(TempDirProducer tempFolderProducer) | ||
{ | ||
super(tempFolderProducer); | ||
} | ||
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@Override | ||
public SpecificSegmentsQuerySegmentWalker createQuerySegmentWalker( | ||
QueryRunnerFactoryConglomerate conglomerate, | ||
JoinableFactoryWrapper joinableFactory, | ||
Injector injector | ||
) | ||
{ | ||
final SpecificSegmentsQuerySegmentWalker retVal = super.createQuerySegmentWalker( | ||
conglomerate, | ||
joinableFactory, | ||
injector); | ||
TestDataBuilder.attachIndexesForBenchmarkDatasource(retVal); | ||
return retVal; | ||
} | ||
} | ||
} |
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