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Original file line number Diff line number Diff line change
@@ -0,0 +1,85 @@
/*
* 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 java.io.ByteArrayInputStream;
import java.io.IOException;
import java.util.concurrent.TimeUnit;
import org.apache.parquet.bytes.DirectByteBufferAllocator;
import org.apache.parquet.column.values.rle.RunLengthBitPackingHybridDecoder;
import org.apache.parquet.column.values.rle.RunLengthBitPackingHybridEncoder;
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.OperationsPerInvocation;
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.Warmup;
import org.openjdk.jmh.infra.Blackhole;

@BenchmarkMode(Mode.Throughput)
@OutputTimeUnit(TimeUnit.SECONDS)
@Fork(1)
@Warmup(iterations = 3, time = 1)
@Measurement(iterations = 5, time = 1)
@State(Scope.Thread)
public class RunLengthBitPackingHybridDecodingBenchmark {

private static final int VALUE_COUNT = 100_000;

@Param({"1", "8", "16"})
public int bitWidth;

private byte[] encoded;

@Setup(Level.Trial)
public void setup() throws IOException {
RunLengthBitPackingHybridEncoder encoder =
new RunLengthBitPackingHybridEncoder(bitWidth, 64 * 1024, 4 * 1024 * 1024,
new DirectByteBufferAllocator());
int mask = (1 << bitWidth) - 1;
for (int i = 0; i < VALUE_COUNT; i += 32) {
for (int j = 0; j < 16 && i + j < VALUE_COUNT; j++) {
encoder.writeInt((i + j) & mask);
}
int repeated = (i / 32) & mask;
for (int j = 16; j < 32 && i + j < VALUE_COUNT; j++) {
encoder.writeInt(repeated);
}
}
encoded = encoder.toBytes().toByteArray();
encoder.close();
}

@Benchmark
@OperationsPerInvocation(VALUE_COUNT)
public void decode(Blackhole bh) throws IOException {
RunLengthBitPackingHybridDecoder decoder =
new RunLengthBitPackingHybridDecoder(bitWidth, new ByteArrayInputStream(encoded));
for (int i = 0; i < VALUE_COUNT; i++) {
bh.consume(decoder.readInt());
}
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -18,9 +18,10 @@
*/
package org.apache.parquet.column.values.rle;

import java.io.DataInputStream;
import java.io.EOFException;
import java.io.IOException;
import java.io.InputStream;
import java.util.Arrays;
import org.apache.parquet.Preconditions;
import org.apache.parquet.bytes.BytesUtils;
import org.apache.parquet.column.values.bitpacking.BytePacker;
Expand All @@ -47,7 +48,9 @@ private static enum MODE {
private MODE mode;
private int currentCount;
private int currentValue;
private int[] currentBuffer;
private int currentBufferPosition;
private int[] currentBuffer = new int[0];
private byte[] packedBytes = new byte[0];

public RunLengthBitPackingHybridDecoder(int bitWidth, InputStream in) {
LOG.debug("decoding bitWidth {}", bitWidth);
Expand All @@ -69,7 +72,7 @@ public int readInt() throws IOException {
result = currentValue;
break;
case PACKED:
result = currentBuffer[currentBuffer.length - 1 - currentCount];
result = currentBuffer[currentBufferPosition++];
break;
default:
throw new ParquetDecodingException("not a valid mode " + mode);
Expand All @@ -91,16 +94,25 @@ private void readNext() throws IOException {
int numGroups = header >>> 1;
currentCount = numGroups * 8;
LOG.debug("reading {} values BIT PACKED", currentCount);
currentBuffer = new int[currentCount]; // TODO: reuse a buffer
byte[] bytes = new byte[numGroups * bitWidth];
if (currentBuffer.length < currentCount) {
currentBuffer = new int[currentCount];
}
currentBufferPosition = 0;
int bytesRequired = numGroups * bitWidth;
if (packedBytes.length < bytesRequired) {
packedBytes = new byte[bytesRequired];
}
// At the end of the file RLE data though, there might not be that many bytes left.
int bytesToRead = (int) Math.ceil(currentCount * bitWidth / 8.0);
bytesToRead = Math.min(bytesToRead, in.available());
new DataInputStream(in).readFully(bytes, 0, bytesToRead);
if (in.readNBytes(packedBytes, 0, bytesToRead) != bytesToRead) {
throw new EOFException();
}
Arrays.fill(packedBytes, bytesToRead, bytesRequired, (byte) 0);
for (int valueIndex = 0, byteIndex = 0;
valueIndex < currentCount;
valueIndex += 8, byteIndex += bitWidth) {
packer.unpack8Values(bytes, byteIndex, currentBuffer, valueIndex);
packer.unpack8Values(packedBytes, byteIndex, currentBuffer, valueIndex);
}
break;
default:
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -298,6 +298,60 @@ public void testGroupBoundary() throws Exception {
assertThat(stream.available()).isEqualTo(0);
}

@Test
public void testSmallerPackedRunAfterLargerPackedRun() throws Exception {
byte[] bytes = {
(byte) 5,
(byte) 0xe4,
(byte) 0xe4,
(byte) 0xe4,
(byte) 0xe4,
(byte) 16,
(byte) 2,
(byte) 3,
(byte) 0x39,
(byte) 0x39
};
RunLengthBitPackingHybridDecoder decoder =
new RunLengthBitPackingHybridDecoder(2, new ByteArrayInputStream(bytes));

for (int i = 0; i < 16; i++) {
assertThat(decoder.readInt()).isEqualTo(i % 4);
}
for (int i = 0; i < 8; i++) {
assertThat(decoder.readInt()).isEqualTo(2);
}
assertThat(decoder.readInt()).isEqualTo(1);
assertThat(decoder.readInt()).isEqualTo(2);
assertThat(decoder.readInt()).isEqualTo(3);
assertThat(decoder.readInt()).isEqualTo(0);
assertThat(decoder.readInt()).isEqualTo(1);
assertThat(decoder.readInt()).isEqualTo(2);
assertThat(decoder.readInt()).isEqualTo(3);
assertThat(decoder.readInt()).isEqualTo(0);
}

@Test
public void testTruncatedPackedRunClearsReusedBytes() throws Exception {
byte[] bytes = {
(byte) 5, (byte) 0xe4, (byte) 0xe4, (byte) 0xe4, (byte) 0xe4, (byte) 16, (byte) 2, (byte) 3, (byte) 0x39
};
RunLengthBitPackingHybridDecoder decoder =
new RunLengthBitPackingHybridDecoder(2, new ByteArrayInputStream(bytes));

for (int i = 0; i < 24; i++) {
decoder.readInt();
}
assertThat(decoder.readInt()).isEqualTo(1);
assertThat(decoder.readInt()).isEqualTo(2);
assertThat(decoder.readInt()).isEqualTo(3);
assertThat(decoder.readInt()).isEqualTo(0);
assertThat(decoder.readInt()).isEqualTo(0);
assertThat(decoder.readInt()).isEqualTo(0);
assertThat(decoder.readInt()).isEqualTo(0);
assertThat(decoder.readInt()).isEqualTo(0);
}

private static List<Integer> unpack(int bitWidth, int numValues, ByteArrayInputStream is) throws Exception {

BytePacker packer = Packer.LITTLE_ENDIAN.newBytePacker(bitWidth);
Expand Down