背景:
今天在查找一个序列化和反序列化相关的问题时,意外发现使用DataInputStream读取和ByteBuffer读取之间性能相差巨大,本文就来记录下这两者在读取整数类型时的性能差异,以便在平时使用的过程中引起注意
DataInputStream数据读取 Vs ByteBuffer数据读取
我们会分别使用DataInputStream和ByteBuffer读取不同长度的字节数组,分别测试读取Short,Int,Long三类整数,然后分别看一下他们的性能
性能测试代码如下:
package org.example.jmh.deserialize;
import static java.util.concurrent.TimeUnit.MICROSECONDS;
import static org.example.jmh.deserialize.DataUtil.createByteArray;
import java.io.ByteArrayInputStream;
import java.io.DataInput;
import java.io.DataInputStream;
import java.io.IOException;
import java.nio.ByteBuffer;
import org.openjdk.jmh.annotations.*;
import org.openjdk.jmh.infra.Blackhole;
@Warmup(iterations = 2, time = 2)
@Measurement(iterations = 3, time = 10)
@Fork(1)
@OutputTimeUnit(MICROSECONDS)
public class ByteBufferVsByteArrayDataInputBenchmark {
@State(Scope.Benchmark)
public static class ByteBufferBackedDataInputState {
ByteBuffer buffer;
DataInput dataInput;
@Param({"8", "32", "64", "128"})
int size;
byte[] data;
public void createData() {
this.data = createByteArray(size);
}
@Setup(Level.Trial)
public void init() {
createData();
this.buffer = ByteBuffer.wrap(data);
this.dataInput = new BufferDataInput(buffer);
}
void reset() {
buffer.position(0);
}
}
@State(Scope.Benchmark)
public static class StreamBackedDataInpuState {
ByteArrayInputStream bis;
DataInput dataInput;
@Param({"8", "32", "64", "128"})
int size;
byte[] data;
public void createData() {
this.data = createByteArray(size);
}
@Setup(Level.Trial)
public void init() {
createData();
this.bis = new ByteArrayInputStream(data);
this.dataInput = new DataInputStream(bis);
}
void reset() {
bis.reset();
}
}
@Benchmark
public void streamBackedDataInputReadShort(StreamBackedDataInpuState state, Blackhole bh) throws IOException {
DataInput input = state.dataInput;
int size = state.size;
int pos = 0;
while (pos < size) {
bh.consume(input.readShort());
pos += 2;
}
state.reset();
}
@Benchmark
public void bufferBackedDataInputReadShort(ByteBufferBackedDataInputState state, Blackhole bh) throws IOException {
DataInput input = state.dataInput;
int size = state.size;
int pos = 0;
while (pos < size) {
bh.consume(input.readShort());
pos += 2;
}
state.reset();
}
@Benchmark
public void streamBackedDataInputReadInt(StreamBackedDataInpuState state, Blackhole bh) throws IOException {
DataInput input = state.dataInput;
int size = state.size;
int pos = 0;
while (pos < size) {
bh.consume(input.readInt());
pos += 4;
}
state.reset();
}
@Benchmark
public void bufferBackedDataInputReadInt(ByteBufferBackedDataInputState state, Blackhole bh) throws IOException {
DataInput input = state.dataInput;
int size = state.size;
int pos = 0;
while (pos < size) {
bh.consume(input.readInt());
pos += 4;
}
state.reset();
}
@Benchmark
public void streamBackedDataInputReadLong(StreamBackedDataInpuState state, Blackhole bh) throws IOException {
DataInput input = state.dataInput;
int size = state.size;
int pos = 0;
while (pos < size) {
bh.consume(input.readLong());
pos += 8;
}
state.reset();
}
@Benchmark
public void bufferBackedDataInputReadLong(ByteBufferBackedDataInputState state, Blackhole bh) throws IOException {
DataInput input = state.dataInput;
int size = state.size;
int pos = 0;
while (pos < size) {
bh.consume(input.readLong());
pos += 8;
}
state.reset();
}
public static class BufferDataInput implements DataInput {
private final ByteBuffer data;
public BufferDataInput(ByteBuffer data) {
this.data = data;
}
@Override
public void readFully(byte[] bytes) {}
@Override
public void readFully(byte[] bytes, int i, int i1) {}
@Override
public int skipBytes(int i) {
data.position(data.position() + i);
return data.position();
}
@Override
public boolean readBoolean() {
return data.get() != 0;
}
@Override
public byte readByte() {
return data.get();
}
@Override
public int readUnsignedByte() {
return data.get() & 0xFF;
}
@Override
public short readShort() {
return data.getShort();
}
@Override
public int readUnsignedShort() {
return data.getShort() & 0xffff;
}
@Override
public char readChar() {
return data.getChar();
}
@Override
public int readInt() {
return data.getInt();
}
@Override
public long readLong() {
return data.getLong();
}
@Override
public float readFloat() {
return data.getFloat();
}
@Override
public double readDouble() {
return data.getDouble();
}
@Override
public String readLine() {
return null;
}
@Override
public String readUTF() {
return null;
}
}
}
jmh的测试结果:
从结果可以看出,不论是读取Short,Int还是Long,ByteBuffer都比DataInputStream有很大的性能优势,大概3-4倍的差异,那么你知道造成这种性能差距的原因是什么吗,留个悬念