byte array has better performance than ByteBuffer

The BytePacker should add the following method
public abstract void unpack8Values(final byte[] input, final int inPos, final int[] output, final int outPos);

to replace method  
@Deprecated
public void unpack8Values(final byte[] input, final int inPos, final int[] output, final int outPos) {
    unpack8Values(ByteBuffer.wrap(input), inPos, output, outPos);
}

 

Tested by me byte array has better performance than  ByteBuffer,

The test result is:

[Unpack8ValuesByteArray spent time] 80 ms
[Unpack8ValuesByteBuffer spent time] 133 ms

 

The test code is:

package org.apache.parquet.column.values.bitpacking;

import java.nio.ByteBuffer;

public class ByteBufferTest {
  private static final BytePacker bytePacker = Packer.LITTLE_ENDIAN.newBytePacker(7);

  private static final int COUNT = 100000;

  public static void main(String[] args) {
    byte  [] in  = new byte[1008];
    int [] out = new int[1152];
    int [] out1 = new int[1152];
    int [] out2 = new int[1152];

    int res = 0;

    for(int i = 0; i < in.length; i++) {
      in[i] = (byte) i;
    }

    for(int i = 0; i < COUNT; i++) {
      res += unpack8ValuesBytes(in, out, i % out.length);
    }

    res = 0;
    long t1 = System.currentTimeMillis();
    for(int i = 0; i < COUNT; i++) {
      res += unpack8ValuesBytes(in, out1, i % out.length);
    }
    long t2 = System.currentTimeMillis();
    System.out.println("[Unpack8ValuesByteArray spent time] " + (t2-t1) + " ms");

    ByteBuffer byteBuffer = ByteBuffer.wrap(in);

    for(int i = 0; i < COUNT; i++) {
      res += unpack8ValuesByteBuffer(byteBuffer, out, i % out.length);
    }

    res = 0;
    long t3 = System.currentTimeMillis();
    for(int i = 0; i < COUNT; i++) {
      res += unpack8ValuesByteBuffer(byteBuffer, out2, i % out.length);
    }
    long t4 = System.currentTimeMillis();
    System.out.println("[Unpack8ValuesByteBuffer spent time] " + (t4-t3) + " ms");

    for (int i=0; i**Note**: *This issue was originally created as [PARQUET-2190](https://issues.apache.org/jira/browse/PARQUET-2190). Please see the [migration documentation](https://issues.apache.org/jira/browse/PARQUET-2502) for further details.*

从 BytePacker.unpack8Values 和入口点 Packer.LITTLE_ENDIAN.newBytePacker(7) 开始，然后检查提供当前 ByteBuffer 路径的具体 packer 实现。使用 ByteBufferTest 示例比较 byte-array 和 ByteBuffer 的等效结果与性能；当 byte-array API 能够在所有实现中工作且不改变解包后的值时，即表示完成。

由索引模型根据 Issue 内容生成。