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Core: Add benchmark for adding files #11029

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Aug 28, 2024
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123 changes: 123 additions & 0 deletions core/src/jmh/java/org/apache/iceberg/AppendBenchmark.java
Original file line number Diff line number Diff line change
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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.
*/
package org.apache.iceberg;

import static org.apache.iceberg.types.Types.NestedField.required;

import java.util.List;
import java.util.concurrent.TimeUnit;
import org.apache.iceberg.hadoop.HadoopTables;
import org.apache.iceberg.relocated.com.google.common.collect.Lists;
import org.apache.iceberg.types.Types;
import org.openjdk.jmh.annotations.Benchmark;
import org.openjdk.jmh.annotations.BenchmarkMode;
import org.openjdk.jmh.annotations.Fork;
import org.openjdk.jmh.annotations.Measurement;
import org.openjdk.jmh.annotations.Mode;
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.Threads;
import org.openjdk.jmh.annotations.Timeout;
import org.openjdk.jmh.annotations.Warmup;
import org.openjdk.jmh.infra.Blackhole;

/**
* A benchmark that evaluates the performance of appending files to the table.
*
* <p>To run this benchmark: <code>
* ./gradlew :iceberg-core:jmh
* -PjmhIncludeRegex=AppendBenchmark
* -PjmhOutputPath=benchmark/append-benchmark.txt
* </code>
*/
@Fork(1)
@State(Scope.Benchmark)
@Warmup(iterations = 3)
@Measurement(iterations = 5)
@BenchmarkMode(Mode.SingleShotTime)
@Timeout(time = 10, timeUnit = TimeUnit.MINUTES)
public class AppendBenchmark {

private static final String TABLE_IDENT = "tbl";
private static final Schema SCHEMA =
new Schema(
required(1, "int_col", Types.IntegerType.get()),
required(2, "long_col", Types.LongType.get()),
required(3, "decimal_col", Types.DecimalType.of(10, 10)),
required(4, "date_col", Types.DateType.get()),
required(5, "timestamp_col", Types.TimestampType.withoutZone()),
required(6, "timestamp_tz_col", Types.TimestampType.withZone()),
required(7, "str_col", Types.StringType.get()));
private static final PartitionSpec SPEC = PartitionSpec.unpartitioned();
private static final HadoopTables TABLES = new HadoopTables();

private Table table;
private List<DataFile> dataFiles;

@Param({"500000", "1000000", "2500000"})
private int numFiles;

@Param({"true", "false"})
private boolean fast;

@Setup
public void setupBenchmark() {
initTable();
initDataFiles();
}

@TearDown
public void tearDownBenchmark() {
dropTable();
}

@Benchmark
@Threads(1)
public void appendFiles(Blackhole blackhole) {
AppendFiles append = fast ? table.newFastAppend() : table.newAppend();

for (DataFile dataFile : dataFiles) {
append.appendFile(dataFile);
}

append.commit();
}

private void initTable() {
this.table = TABLES.create(SCHEMA, SPEC, TABLE_IDENT);
}

private void dropTable() {
TABLES.dropTable(TABLE_IDENT);
}

private void initDataFiles() {
List<DataFile> generatedDataFiles = Lists.newArrayListWithExpectedSize(numFiles);

for (int ordinal = 0; ordinal < numFiles; ordinal++) {
DataFile dataFile = FileGenerationUtil.generateDataFile(table, null);
generatedDataFiles.add(dataFile);
}

this.dataFiles = generatedDataFiles;
}
}