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core/src/jmh/java/org/apache/iceberg/ManifestWriteBenchmark.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. | ||
*/ | ||
package org.apache.iceberg; | ||
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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.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; | ||
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/** | ||
* 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 = 1000, timeUnit = TimeUnit.HOURS) | ||
public class ManifestWriteBenchmark { | ||
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private static final int NUM_FILES = 10; | ||
private static final int NUM_ROWS = 100000; | ||
private static final int NUM_COLS = 100; | ||
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private String baseDir; | ||
private String manifestListFile; | ||
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private Metrics metrics; | ||
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@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); | ||
} | ||
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@TearDown | ||
public void after() { | ||
if (baseDir != null) { | ||
FileUtils.deleteQuietly(new File(baseDir)); | ||
baseDir = null; | ||
} | ||
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manifestListFile = null; | ||
} | ||
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@Benchmark | ||
@Threads(1) | ||
public void writeManifestFile() throws IOException { | ||
baseDir = Files.createTempDir().getAbsolutePath(); | ||
manifestListFile = String.format("%s/%s.avro", baseDir, UUID.randomUUID()); | ||
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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( | ||
String.format("%s/%s.avro", baseDir, UUID.randomUUID())); | ||
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ManifestWriter<DataFile> writer = | ||
ManifestFiles.write(1, PartitionSpec.unpartitioned(), manifestFile, 1L); | ||
try (ManifestWriter<DataFile> finalWriter = writer) { | ||
for (int j = 0; j < NUM_ROWS; j++) { | ||
DataFile dataFile = | ||
DataFiles.builder(PartitionSpec.unpartitioned()) | ||
.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); | ||
} | ||
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listWriter.add(writer.toManifestFile()); | ||
} | ||
} catch (IOException e) { | ||
throw new UncheckedIOException(e); | ||
} | ||
} | ||
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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)); | ||
} | ||
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return new Metrics( | ||
rowCount, | ||
columnSizes, | ||
valueCounts, | ||
nullValueCounts, | ||
nanValueCounts, | ||
lowerBounds, | ||
upperBounds); | ||
} | ||
} |