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29 changes: 29 additions & 0 deletions parquet-benchmarks/pom.xml
Original file line number Diff line number Diff line change
Expand Up @@ -34,6 +34,8 @@
<properties>
<jmh.version>1.37</jmh.version>
<uberjar.name>parquet-benchmarks</uberjar.name>
<protobuf.version>3.25.5</protobuf.version>
<byte-buddy.version>1.14.18</byte-buddy.version>
</properties>

<dependencies>
Expand All @@ -52,6 +54,11 @@
<artifactId>parquet-common</artifactId>
<version>${project.version}</version>
</dependency>
<dependency>
<groupId>org.apache.parquet</groupId>
<artifactId>parquet-protobuf</artifactId>
<version>${project.version}</version>
</dependency>
<dependency>
<groupId>org.apache.hadoop</groupId>
<artifactId>hadoop-client</artifactId>
Expand Down Expand Up @@ -82,10 +89,32 @@
<artifactId>slf4j-api</artifactId>
<version>${slf4j.version}</version>
</dependency>
<dependency>
<groupId>net.bytebuddy</groupId>
<artifactId>byte-buddy</artifactId>
<version>${byte-buddy.version}</version>
</dependency>
</dependencies>

<build>
<plugins>
<plugin>
<groupId>com.github.os72</groupId>
<artifactId>protoc-jar-maven-plugin</artifactId>
<version>3.11.4</version>
<executions>
<execution>
<id>generate-sources</id>
<phase>generate-sources</phase>
<goals>
<goal>run</goal>
</goals>
<configuration>
<protocArtifact>com.google.protobuf:protoc:${protobuf.version}</protocArtifact>
</configuration>
</execution>
</executions>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-compiler-plugin</artifactId>
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,308 @@
/*
* 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.parquet.benchmarks;

import static java.util.UUID.randomUUID;
import static org.apache.parquet.benchmarks.BenchmarkConstants.DICT_PAGE_SIZE;
import static org.apache.parquet.benchmarks.BenchmarkUtils.exists;

import com.google.protobuf.ByteString;
import com.google.protobuf.Message;
import java.io.IOException;
import java.util.Arrays;
import java.util.HashMap;
import java.util.Map;
import java.util.function.IntFunction;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.Path;
import org.apache.parquet.benchmarks.Messages.Test1;
import org.apache.parquet.benchmarks.Messages.Test100Int32;
import org.apache.parquet.benchmarks.Messages.Test30Int32;
import org.apache.parquet.benchmarks.Messages.Test30String;
import org.apache.parquet.column.ParquetProperties;
import org.apache.parquet.hadoop.ParquetWriter;
import org.apache.parquet.hadoop.metadata.CompressionCodecName;
import org.apache.parquet.proto.ProtoParquetWriter;
import org.apache.parquet.proto.ProtoWriteSupport;

public class ProtoDataGenerator<B extends Message.Builder, M extends Message> extends DataGenerator {

private final Class<M> protoClass;
private final ProtoWriteSupport.CodegenMode codegenMode;
private final RecordGeneratorFactory<B> recordGeneratorFactory;

public ProtoDataGenerator(Class<M> protoClass, ProtoWriteSupport.CodegenMode codegenMode) {
this.protoClass = protoClass;
this.codegenMode = codegenMode;
this.recordGeneratorFactory = (RecordGeneratorFactory<B>) GENERATORS.get(protoClass);
}

private interface RecordGeneratorFactory<B extends Message.Builder> {
RecordGenerator<B> newRecordGenerator(int fixedLenByteArraySize);
}

private interface RecordGenerator<B extends Message.Builder> extends IntFunction<B> {}

private static final RecordGeneratorFactory<Test1.Builder> TEST1 = fixedLenByteArraySize -> {
final Test1.Builder builder = Test1.newBuilder();
String fixedLenStr = generateFixedLenStr(fixedLenByteArraySize);

return i -> builder.setBinaryField(ByteString.copyFromUtf8(randomUUID().toString()))
.setInt32Field(i)
.setInt64Field(64L)
.setBooleanField(true)
.setFloatField(1.0f)
.setDoubleField(2.0d)
.setStringField(fixedLenStr);
};

private static final RecordGeneratorFactory<Test30Int32.Builder> TEST_30_INT32 = fixedLenByteArraySize -> {
final Test30Int32.Builder builder = Test30Int32.newBuilder();

return i -> builder.setField1(i)
.setField2(i)
.setField3(i)
.setField4(i)
.setField5(i)
.setField6(i)
.setField7(i)
.setField8(i)
.setField9(i)
.setField10(i)
.setField11(i)
.setField12(i)
.setField13(i)
.setField14(i)
.setField15(i)
.setField16(i)
.setField17(i)
.setField18(i)
.setField19(i)
.setField20(i)
.setField21(i)
.setField22(i)
.setField23(i)
.setField24(i)
.setField25(i)
.setField26(i)
.setField27(i)
.setField28(i)
.setField29(i)
.setField30(i);
};

private static final RecordGeneratorFactory<Test100Int32.Builder> TEST_100_INT32 = fixedLenByteArraySize -> {
final Test100Int32.Builder builder = Test100Int32.newBuilder();

return i -> builder.setF1(i)
.setF2(i)
.setF3(i)
.setF4(i)
.setF5(i)
.setF6(i)
.setF7(i)
.setF8(i)
.setF9(i)
.setF10(i)
.setF11(i)
.setF12(i)
.setF13(i)
.setF14(i)
.setF15(i)
.setF16(i)
.setF17(i)
.setF18(i)
.setF19(i)
.setF20(i)
.setF21(i)
.setF22(i)
.setF23(i)
.setF24(i)
.setF25(i)
.setF26(i)
.setF27(i)
.setF28(i)
.setF29(i)
.setF30(i)
.setF31(i)
.setF32(i)
.setF33(i)
.setF34(i)
.setF35(i)
.setF36(i)
.setF37(i)
.setF38(i)
.setF39(i)
.setF40(i)
.setF41(i)
.setF42(i)
.setF43(i)
.setF44(i)
.setF45(i)
.setF46(i)
.setF47(i)
.setF48(i)
.setF49(i)
.setF50(i)
.setF51(i)
.setF52(i)
.setF53(i)
.setF54(i)
.setF55(i)
.setF56(i)
.setF57(i)
.setF58(i)
.setF59(i)
.setF60(i)
.setF61(i)
.setF62(i)
.setF63(i)
.setF64(i)
.setF65(i)
.setF66(i)
.setF67(i)
.setF68(i)
.setF69(i)
.setF70(i)
.setF71(i)
.setF72(i)
.setF73(i)
.setF74(i)
.setF75(i)
.setF76(i)
.setF77(i)
.setF78(i)
.setF79(i)
.setF80(i)
.setF81(i)
.setF82(i)
.setF83(i)
.setF84(i)
.setF85(i)
.setF86(i)
.setF87(i)
.setF88(i)
.setF89(i)
.setF90(i)
.setF91(i)
.setF92(i)
.setF93(i)
.setF94(i)
.setF95(i)
.setF96(i)
.setF97(i)
.setF98(i)
.setF99(i)
.setF100(i);
};

private static final RecordGeneratorFactory<Test30String.Builder> TEST_30_STRING = fixedLenByteArraySize -> {
final Test30String.Builder builder = Test30String.newBuilder();

return i -> builder.setField1("setField1:" + i)
.setField2("setField2:" + i)
.setField3("setField3:" + i)
.setField4("setField4:" + i)
.setField5("setField5:" + i)
.setField6("setField6:" + i)
.setField7("setField7:" + i)
.setField8("setField8:" + i)
.setField9("setField9:" + i)
.setField10("setField10:" + i)
.setField11("setField11:" + i)
.setField12("setField12:" + i)
.setField13("setField13:" + i)
.setField14("setField14:" + i)
.setField15("setField15:" + i)
.setField16("setField16:" + i)
.setField17("setField17:" + i)
.setField18("setField18:" + i)
.setField19("setField19:" + i)
.setField20("setField20:" + i)
.setField21("setField21:" + i)
.setField22("setField22:" + i)
.setField23("setField23:" + i)
.setField24("setField24:" + i)
.setField25("setField25:" + i)
.setField26("setField26:" + i)
.setField27("setField27:" + i)
.setField28("setField28:" + i)
.setField29("setField29:" + i)
.setField30("setField30:" + i);
};

private static String generateFixedLenStr(int fixedLenByteArraySize) {
// generate some data for the fixed len byte array field
char[] chars = new char[fixedLenByteArraySize];
Arrays.fill(chars, '*');
return String.copyValueOf(chars);
}

private static final Map<Class<? extends Message>, RecordGeneratorFactory<?>> GENERATORS = new HashMap() {
{
put(Test1.class, TEST1);
put(Test30Int32.class, TEST_30_INT32);
put(Test30String.class, TEST_30_STRING);
put(Test100Int32.class, TEST_100_INT32);
}
};

public void generateData(
Path outFile,
Configuration configuration,
ParquetProperties.WriterVersion version,
int blockSize,
int pageSize,
int fixedLenByteArraySize,
CompressionCodecName codec,
int nRows)
throws IOException {

outFile = outFile.suffix(protoClass.getName());

if (exists(configuration, outFile)) {
System.out.println("File already exists " + outFile);
return;
}

System.out.println("Generating data @ " + outFile + " with codegenMode " + codegenMode);

ProtoWriteSupport.setCodegenMode(configuration, codegenMode);
ProtoWriteSupport.setSchema(configuration, protoClass);

ParquetWriter<B> writer = ProtoParquetWriter.<B>builder(outFile)
.withMessage(protoClass)
.withConf(configuration)
.withCompressionCodec(codec)
.withRowGroupSize((long) blockSize)
.withPageSize(pageSize)
.enableDictionaryEncoding()
.withDictionaryPageSize(DICT_PAGE_SIZE)
.withValidation(false)
.withWriterVersion(version)
.build();

RecordGenerator<B> recordGenerator = recordGeneratorFactory.newRecordGenerator(fixedLenByteArraySize);

for (int i = 0; i < nRows; i++) {
writer.write(recordGenerator.apply(i));
}
writer.close();
}
}
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