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Core: Add ManifestWrite benchmark #8637

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Aug 20, 2024
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Original file line number Diff line number Diff line change
Expand Up @@ -69,10 +69,9 @@ public void before() {
manifestListFile = String.format("%s/%s.avro", baseDir, UUID.randomUUID());

Random random = new Random(System.currentTimeMillis());
ManifestListWriter listWriter =
ManifestLists.write(1, org.apache.iceberg.Files.localOutput(manifestListFile), 0, 1L, 0);

try {
try (ManifestListWriter listWriter =
ManifestLists.write(1, org.apache.iceberg.Files.localOutput(manifestListFile), 0, 1L, 0)) {
for (int i = 0; i < NUM_FILES; i++) {
OutputFile manifestFile =
org.apache.iceberg.Files.localOutput(
Expand All @@ -98,8 +97,6 @@ public void before() {

listWriter.add(writer.toManifestFile());
}

listWriter.close();
} catch (IOException e) {
throw new UncheckedIOException(e);
}
Expand Down
166 changes: 166 additions & 0 deletions core/src/jmh/java/org/apache/iceberg/ManifestWriteBenchmark.java
Original file line number Diff line number Diff line change
@@ -0,0 +1,166 @@
/*
* 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 java.io.File;
import java.io.IOException;
import java.io.UncheckedIOException;
import java.nio.ByteBuffer;
import java.util.Map;
import java.util.Random;
import java.util.UUID;
import java.util.concurrent.TimeUnit;
import org.apache.commons.io.FileUtils;
import org.apache.iceberg.io.OutputFile;
import org.apache.iceberg.relocated.com.google.common.collect.Maps;
import org.apache.iceberg.relocated.com.google.common.io.Files;
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;

/**
* A benchmark that evaluates the performance of writing manifest files
*
* <p>To run this benchmark: <code>
* ./gradlew :iceberg-core:jmh -PjmhIncludeRegex=ManifestWriteBenchmark
* </code>
*/
@Fork(1)
@State(Scope.Benchmark)
@Measurement(iterations = 5)
@BenchmarkMode(Mode.SingleShotTime)
@Timeout(time = 5, timeUnit = TimeUnit.MINUTES)
public class ManifestWriteBenchmark {

private static final int NUM_FILES = 10;
private static final int NUM_ROWS = 100000;
private static final int NUM_COLS = 100;

private String baseDir;
private String manifestListFile;

private Metrics metrics;

@Setup
public void before() {
Random random = new Random(System.currentTimeMillis());
// Pre-create the metrics to avoid doing this in the benchmark itself
metrics = randomMetrics(random);
}

@TearDown
public void after() {
if (baseDir != null) {
FileUtils.deleteQuietly(new File(baseDir));
baseDir = null;
}

manifestListFile = null;
}

@State(Scope.Benchmark)
public static class BenchmarkState {
@Param({"1", "2"})
public int formatVersion;
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}

@Benchmark
@Threads(1)
public void writeManifestFile(BenchmarkState state) throws IOException {
this.baseDir = Files.createTempDir().getAbsolutePath();
this.manifestListFile = String.format("%s/%s.avro", baseDir, UUID.randomUUID());

try (ManifestListWriter listWriter =
ManifestLists.write(
state.formatVersion,
org.apache.iceberg.Files.localOutput(manifestListFile),
0,
1L,
0)) {
for (int i = 0; i < NUM_FILES; i++) {
OutputFile manifestFile =
org.apache.iceberg.Files.localOutput(
String.format("%s/%s.avro", baseDir, UUID.randomUUID()));

ManifestWriter<DataFile> writer =
ManifestFiles.write(
state.formatVersion, PartitionSpec.unpartitioned(), manifestFile, 1L);
try (ManifestWriter<DataFile> finalWriter = writer) {
for (int j = 0; j < NUM_ROWS; j++) {
DataFile dataFile =
DataFiles.builder(PartitionSpec.unpartitioned())
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It would be nice to cover partitioned and delete manifests (could be a separate PR).

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@Fokko Fokko Dec 28, 2023

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Let's do it in a separate PR 👍 It feels to me that the benchmark are very much on a need to benchmark basis

.withFormat(FileFormat.PARQUET)
.withPath(String.format("/path/to/data-%s-%s.parquet", i, j))
.withFileSizeInBytes(j)
.withRecordCount(j)
.withMetrics(metrics)
.build();
finalWriter.add(dataFile);
}
} catch (IOException e) {
throw new UncheckedIOException(e);
}

listWriter.add(writer.toManifestFile());
}
} catch (IOException e) {
throw new UncheckedIOException(e);
}
}

private Metrics randomMetrics(Random random) {
long rowCount = 100000L + random.nextInt(1000);
Map<Integer, Long> columnSizes = Maps.newHashMap();
Map<Integer, Long> valueCounts = Maps.newHashMap();
Map<Integer, Long> nullValueCounts = Maps.newHashMap();
Map<Integer, Long> nanValueCounts = Maps.newHashMap();
Map<Integer, ByteBuffer> lowerBounds = Maps.newHashMap();
Map<Integer, ByteBuffer> upperBounds = Maps.newHashMap();
for (int i = 0; i < NUM_COLS; i++) {
columnSizes.put(i, 1000000L + random.nextInt(100000));
valueCounts.put(i, 100000L + random.nextInt(100));
nullValueCounts.put(i, (long) random.nextInt(5));
nanValueCounts.put(i, (long) random.nextInt(5));
byte[] lower = new byte[8];
random.nextBytes(lower);
lowerBounds.put(i, ByteBuffer.wrap(lower));
byte[] upper = new byte[8];
random.nextBytes(upper);
upperBounds.put(i, ByteBuffer.wrap(upper));
}

return new Metrics(
rowCount,
columnSizes,
valueCounts,
nullValueCounts,
nanValueCounts,
lowerBounds,
upperBounds);
}
}
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