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more benchmarks + filter
fix test Modify test to access random filtered rows formatting fix test remove main method Add newline Add newline
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/*
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* Licensed to Metamarkets Group Inc. (Metamarkets) under one
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* or more contributor license agreements. See the NOTICE file
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* distributed with this work for additional information
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* regarding copyright ownership. Metamarkets licenses this file
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* to you under the Apache License, Version 2.0 (the
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* "License"); you may not use this file except in compliance
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* with the License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing,
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* software distributed under the License is distributed on an
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* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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* KIND, either express or implied. See the License for the
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* specific language governing permissions and limitations
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* under the License.
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*/
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package io.druid.benchmark;
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import com.google.common.primitives.Ints;
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import io.druid.segment.data.CompressedObjectStrategy;
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import io.druid.segment.data.CompressedVSizeIntsIndexedSupplier;
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import io.druid.segment.data.IndexedInts;
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import io.druid.segment.data.VSizeIndexedInts;
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import io.druid.segment.data.WritableSupplier;
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import org.openjdk.jmh.annotations.Benchmark;
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import org.openjdk.jmh.annotations.BenchmarkMode;
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import org.openjdk.jmh.annotations.Mode;
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import org.openjdk.jmh.annotations.OutputTimeUnit;
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import org.openjdk.jmh.annotations.Param;
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import org.openjdk.jmh.annotations.Scope;
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import org.openjdk.jmh.annotations.Setup;
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import org.openjdk.jmh.annotations.State;
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import org.openjdk.jmh.infra.Blackhole;
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import java.io.IOException;
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import java.nio.ByteBuffer;
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import java.nio.ByteOrder;
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import java.nio.channels.WritableByteChannel;
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import java.util.BitSet;
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import java.util.Random;
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import java.util.concurrent.TimeUnit;
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@State(Scope.Benchmark)
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public class CompressedIndexedIntsBenchmark
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{
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private IndexedInts uncompressed;
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private IndexedInts compressed;
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@Param({"1", "2", "3", "4"})
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int bytes;
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// Number of rows to read, the test will read random rows
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@Param({"1000", "10000", "100000", "1000000", "1000000"})
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int filteredRowCount;
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private BitSet filter;
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@Setup
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public void setup() throws IOException
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{
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Random rand = new Random(0);
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int[] vals = new int[0x100000];
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final int bound = 1 << bytes;
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for (int i = 0; i < vals.length; ++i) {
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vals[i] = rand.nextInt(bound);
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}
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final ByteBuffer bufferCompressed = serialize(
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CompressedVSizeIntsIndexedSupplier.fromList(
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Ints.asList(vals),
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bound - 1,
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CompressedVSizeIntsIndexedSupplier.maxIntsInBufferForBytes(bytes),
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ByteOrder.nativeOrder(), CompressedObjectStrategy.CompressionStrategy.LZ4
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)
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);
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this.compressed = CompressedVSizeIntsIndexedSupplier.fromByteBuffer(
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bufferCompressed, ByteOrder.nativeOrder()
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).get();
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final ByteBuffer bufferUncompressed = serialize(
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new VSizeIndexedInts.VSizeIndexedIntsSupplier(
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VSizeIndexedInts.fromArray(
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vals
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)
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)
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);
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this.uncompressed = VSizeIndexedInts.readFromByteBuffer(bufferUncompressed);
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filter = new BitSet();
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for (int i = 0; i < filteredRowCount; i++) {
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int rowToAccess = rand.nextInt(vals.length);
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// Skip already selected rows if any
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while (filter.get(rowToAccess)) {
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rowToAccess = (rowToAccess+1) % vals.length;
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}
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filter.set(rowToAccess);
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}
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}
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private static ByteBuffer serialize(WritableSupplier<IndexedInts> writableSupplier) throws IOException
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{
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final ByteBuffer buffer = ByteBuffer.allocateDirect((int) writableSupplier.getSerializedSize());
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WritableByteChannel channel = new WritableByteChannel()
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{
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@Override
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public int write(ByteBuffer src) throws IOException
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{
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int size = src.remaining();
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buffer.put(src);
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return size;
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}
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@Override
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public boolean isOpen()
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{
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return true;
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}
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@Override
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public void close() throws IOException
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{
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}
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};
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writableSupplier.writeToChannel(channel);
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buffer.rewind();
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return buffer;
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}
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@Benchmark
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@BenchmarkMode(Mode.AverageTime)
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@OutputTimeUnit(TimeUnit.MICROSECONDS)
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public void uncompressed(Blackhole blackhole)
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{
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for (int i = filter.nextSetBit(0); i >= 0; i = filter.nextSetBit(i + 1)) {
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blackhole.consume(uncompressed.get(i));
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}
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}
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@Benchmark
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@BenchmarkMode(Mode.AverageTime)
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@OutputTimeUnit(TimeUnit.MICROSECONDS)
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public void compressed(Blackhole blackhole)
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{
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for (int i = filter.nextSetBit(0); i >= 0; i = filter.nextSetBit(i + 1)) {
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blackhole.consume(compressed.get(i));
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}
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}
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}
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@ -47,6 +47,7 @@ import java.io.IOException;
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import java.nio.ByteBuffer;
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import java.nio.ByteOrder;
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import java.nio.channels.WritableByteChannel;
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import java.util.BitSet;
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import java.util.List;
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import java.util.Random;
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import java.util.concurrent.TimeUnit;
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@ -60,18 +61,24 @@ public class CompressedVSizeIndexedBenchmark
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@Param({"1", "2", "3", "4"})
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int bytes;
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@Param({"5", "10"})
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@Param({"5", "10", "100", "1000"})
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int valuesPerRowBound;
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// Number of rows to read, the test will read random rows
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@Param({"1000", "10000", "100000", "1000000", "1000000"})
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int filteredRowCount;
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private BitSet filter;
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@Setup
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public void setup() throws IOException
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{
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Random rand = new Random(0);
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List<int[]> rows = Lists.newArrayList();
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final int bound = 1 << bytes;
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for (int i = 0; i < 0x10000; i++) {
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int[] row = new int[rand.nextInt(valuesPerRowBound)];
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int count = rand.nextInt(valuesPerRowBound);
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for (int i = 0; i < 0x100000; i++) {
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int count = rand.nextInt(valuesPerRowBound) + 1;
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int[] row = new int[rand.nextInt(count)];
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for (int j = 0; j < row.length; j++) {
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row[j] = rand.nextInt(bound);
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}
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@ -115,6 +122,16 @@ public class CompressedVSizeIndexedBenchmark
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).asWritableSupplier()
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);
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this.uncompressed = VSizeIndexed.readFromByteBuffer(bufferUncompressed);
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filter = new BitSet();
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for (int i = 0; i < filteredRowCount; i++) {
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int rowToAccess = rand.nextInt(rows.size());
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// Skip already selected rows if any
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while (filter.get(rowToAccess)) {
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rowToAccess = (rowToAccess+1) % rows.size();
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}
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filter.set(rowToAccess);
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}
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}
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private static ByteBuffer serialize(WritableSupplier<IndexedMultivalue<IndexedInts>> writableSupplier)
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@OutputTimeUnit(TimeUnit.MICROSECONDS)
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public void uncompressed(Blackhole blackhole)
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{
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final int size = uncompressed.size();
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for (int i = 0; i < size; ++i) {
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for (int i = filter.nextSetBit(0); i >= 0; i = filter.nextSetBit(i + 1)) {
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IndexedInts row = uncompressed.get(i);
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for (int j = 0; j < row.size(); j++) {
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blackhole.consume(row.get(j));
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@OutputTimeUnit(TimeUnit.MICROSECONDS)
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public void compressed(Blackhole blackhole)
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{
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final int size = compressed.size();
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for (int i = 0; i < size; ++i) {
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for (int i = filter.nextSetBit(0); i >= 0; i = filter.nextSetBit(i + 1)) {
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IndexedInts row = compressed.get(i);
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for (int j = 0; j < row.size(); j++) {
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blackhole.consume(row.get(j));
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}
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}
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}
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public static void main(String... args) throws IOException, RunnerException
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{
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Options opt = new OptionsBuilder()
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.include(CompressedVSizeIndexedBenchmark.class.getSimpleName())
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.forks(1)
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.build();
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new Runner(opt).run();
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}
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}
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}
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