io.druid.benchmark.CompressedIndexedIntsBenchmark Maven / Gradle / Ivy
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package io.druid.benchmark;
import com.google.common.primitives.Ints;
import io.druid.segment.data.CompressedObjectStrategy;
import io.druid.segment.data.CompressedVSizeIntsIndexedSupplier;
import io.druid.segment.data.IndexedInts;
import io.druid.segment.data.VSizeIndexedInts;
import io.druid.segment.data.WritableSupplier;
import org.openjdk.jmh.annotations.Benchmark;
import org.openjdk.jmh.annotations.BenchmarkMode;
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.infra.Blackhole;
import java.io.IOException;
import java.nio.ByteBuffer;
import java.nio.ByteOrder;
import java.nio.channels.WritableByteChannel;
import java.util.BitSet;
import java.util.Random;
import java.util.concurrent.TimeUnit;
@State(Scope.Benchmark)
public class CompressedIndexedIntsBenchmark
{
private IndexedInts uncompressed;
private IndexedInts compressed;
@Param({"1", "2", "3", "4"})
int bytes;
// Number of rows to read, the test will read random rows
@Param({"1000", "10000", "100000", "1000000", "1000000"})
int filteredRowCount;
private BitSet filter;
@Setup
public void setup() throws IOException
{
Random rand = new Random(0);
int[] vals = new int[0x100000];
final int bound = 1 << bytes;
for (int i = 0; i < vals.length; ++i) {
vals[i] = rand.nextInt(bound);
}
final ByteBuffer bufferCompressed = serialize(
CompressedVSizeIntsIndexedSupplier.fromList(
Ints.asList(vals),
bound - 1,
CompressedVSizeIntsIndexedSupplier.maxIntsInBufferForBytes(bytes),
ByteOrder.nativeOrder(), CompressedObjectStrategy.CompressionStrategy.LZ4
)
);
this.compressed = CompressedVSizeIntsIndexedSupplier.fromByteBuffer(
bufferCompressed,
ByteOrder.nativeOrder(),
null
).get();
final ByteBuffer bufferUncompressed = serialize(
new VSizeIndexedInts.VSizeIndexedIntsSupplier(
VSizeIndexedInts.fromArray(
vals
)
)
);
this.uncompressed = VSizeIndexedInts.readFromByteBuffer(bufferUncompressed);
filter = new BitSet();
for (int i = 0; i < filteredRowCount; i++) {
int rowToAccess = rand.nextInt(vals.length);
// Skip already selected rows if any
while (filter.get(rowToAccess)) {
rowToAccess = (rowToAccess+1) % vals.length;
}
filter.set(rowToAccess);
}
}
private static ByteBuffer serialize(WritableSupplier writableSupplier) throws IOException
{
final ByteBuffer buffer = ByteBuffer.allocateDirect((int) writableSupplier.getSerializedSize());
WritableByteChannel channel = new WritableByteChannel()
{
@Override
public int write(ByteBuffer src) throws IOException
{
int size = src.remaining();
buffer.put(src);
return size;
}
@Override
public boolean isOpen()
{
return true;
}
@Override
public void close() throws IOException
{
}
};
writableSupplier.writeToChannel(channel);
buffer.rewind();
return buffer;
}
@Benchmark
@BenchmarkMode(Mode.AverageTime)
@OutputTimeUnit(TimeUnit.MICROSECONDS)
public void uncompressed(Blackhole blackhole)
{
for (int i = filter.nextSetBit(0); i >= 0; i = filter.nextSetBit(i + 1)) {
blackhole.consume(uncompressed.get(i));
}
}
@Benchmark
@BenchmarkMode(Mode.AverageTime)
@OutputTimeUnit(TimeUnit.MICROSECONDS)
public void compressed(Blackhole blackhole)
{
for (int i = filter.nextSetBit(0); i >= 0; i = filter.nextSetBit(i + 1)) {
blackhole.consume(compressed.get(i));
}
}
}
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