io.druid.benchmark.indexing.IndexPersistBenchmark Maven / Gradle / Ivy
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* to you under the Apache License, Version 2.0 (the
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* http://www.apache.org/licenses/LICENSE-2.0
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package io.druid.benchmark.indexing;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.google.common.io.Files;
import io.druid.benchmark.datagen.BenchmarkDataGenerator;
import io.druid.benchmark.datagen.BenchmarkSchemaInfo;
import io.druid.benchmark.datagen.BenchmarkSchemas;
import io.druid.data.input.InputRow;
import io.druid.data.input.impl.DimensionsSpec;
import io.druid.hll.HyperLogLogHash;
import io.druid.jackson.DefaultObjectMapper;
import io.druid.java.util.common.granularity.Granularities;
import io.druid.java.util.common.logger.Logger;
import io.druid.query.aggregation.hyperloglog.HyperUniquesSerde;
import io.druid.segment.IndexIO;
import io.druid.segment.IndexMerger;
import io.druid.segment.IndexMergerV9;
import io.druid.segment.IndexSpec;
import io.druid.segment.column.ColumnConfig;
import io.druid.segment.incremental.IncrementalIndex;
import io.druid.segment.incremental.IncrementalIndexSchema;
import io.druid.segment.incremental.OnheapIncrementalIndex;
import io.druid.segment.serde.ComplexMetrics;
import org.apache.commons.io.FileUtils;
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;
import java.io.File;
import java.io.IOException;
import java.util.ArrayList;
import java.util.concurrent.TimeUnit;
@State(Scope.Benchmark)
@Fork(jvmArgsPrepend = "-server", value = 1)
@Warmup(iterations = 10)
@Measurement(iterations = 25)
public class IndexPersistBenchmark
{
@Param({"75000"})
private int rowsPerSegment;
@Param({"basic"})
private String schema;
@Param({"true", "false"})
private boolean rollup;
private static final Logger log = new Logger(IndexPersistBenchmark.class);
private static final int RNG_SEED = 9999;
private IncrementalIndex incIndex;
private ArrayList rows;
private BenchmarkSchemaInfo schemaInfo;
private static final IndexMerger INDEX_MERGER;
private static final IndexMergerV9 INDEX_MERGER_V9;
private static final IndexIO INDEX_IO;
public static final ObjectMapper JSON_MAPPER;
static {
JSON_MAPPER = new DefaultObjectMapper();
INDEX_IO = new IndexIO(
JSON_MAPPER,
new ColumnConfig()
{
@Override
public int columnCacheSizeBytes()
{
return 0;
}
}
);
INDEX_MERGER = new IndexMerger(JSON_MAPPER, INDEX_IO);
INDEX_MERGER_V9 = new IndexMergerV9(JSON_MAPPER, INDEX_IO);
}
@Setup
public void setup() throws IOException
{
log.info("SETUP CALLED AT " + + System.currentTimeMillis());
if (ComplexMetrics.getSerdeForType("hyperUnique") == null) {
ComplexMetrics.registerSerde("hyperUnique", new HyperUniquesSerde(HyperLogLogHash.getDefault()));
}
rows = new ArrayList();
schemaInfo = BenchmarkSchemas.SCHEMA_MAP.get(schema);
BenchmarkDataGenerator gen = new BenchmarkDataGenerator(
schemaInfo.getColumnSchemas(),
RNG_SEED,
schemaInfo.getDataInterval(),
rowsPerSegment
);
for (int i = 0; i < rowsPerSegment; i++) {
InputRow row = gen.nextRow();
if (i % 10000 == 0) {
log.info(i + " rows generated.");
}
rows.add(row);
}
}
@Setup(Level.Iteration)
public void setup2() throws IOException
{
incIndex = makeIncIndex();
for (int i = 0; i < rowsPerSegment; i++) {
InputRow row = rows.get(i);
incIndex.add(row);
}
}
@TearDown(Level.Iteration)
public void teardown() throws IOException
{
incIndex.close();
incIndex = null;
}
private IncrementalIndex makeIncIndex()
{
return new OnheapIncrementalIndex(
new IncrementalIndexSchema.Builder()
.withQueryGranularity(Granularities.NONE)
.withMetrics(schemaInfo.getAggsArray())
.withDimensionsSpec(new DimensionsSpec(null, null, null))
.withRollup(rollup)
.build(),
true,
false,
true,
rowsPerSegment
);
}
@Benchmark
@BenchmarkMode(Mode.AverageTime)
@OutputTimeUnit(TimeUnit.MICROSECONDS)
public void persist(Blackhole blackhole) throws Exception
{
File tmpDir = Files.createTempDir();
log.info("Using temp dir: " + tmpDir.getAbsolutePath());
try {
File indexFile = INDEX_MERGER.persist(
incIndex,
tmpDir,
new IndexSpec()
);
blackhole.consume(indexFile);
}
finally {
FileUtils.deleteDirectory(tmpDir);
}
}
@Benchmark
@BenchmarkMode(Mode.AverageTime)
@OutputTimeUnit(TimeUnit.MICROSECONDS)
public void persistV9(Blackhole blackhole) throws Exception
{
File tmpDir = Files.createTempDir();
log.info("Using temp dir: " + tmpDir.getAbsolutePath());
try {
File indexFile = INDEX_MERGER_V9.persist(
incIndex,
tmpDir,
new IndexSpec()
);
blackhole.consume(indexFile);
}
finally {
FileUtils.deleteDirectory(tmpDir);
}
}
}
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