标签:
1.Hadoop数据类型如下图:
由上图的Writable层次结构图可以看到绝大多数的数据类型都实现了Writable、WritableComparable接口,在此先分析一下这两个接口情况。自顶下下逐步分析。
Writable接口的定义如下:
<span style="font-family:SimSun;font-size:14px;">package org.apache.hadoop.io; import java.io.DataOutput; import java.io.DataInput; import java.io.IOException; public interface Writable { /* object将自身字段序列化后的的字节流写入输出流out中。 参数: out - 接收object序列化后的字节流的输出流. */ void write(DataOutput out) throws IOException; /* 将输入流in中的字节流反序列化然后写入object的字段 参数: 字节流的出处 */ void readFields(DataInput in) throws IOException; }</span>而DataInput、DataOutput是java.io.*中最基本的输入输出流接口,以此writable与流联系起来,其他输入输出流都需要实现DataInput与DataOutput这两个接口的方法。关于这两个接口,另外开篇分析解读。
WritableComparable接口定义如下:
<span style="font-family:SimSun;font-size:14px;">package org.apache.hadoop.io; public interface WritableComparable<T> extends Writable, comparable<T> { }</span>咋一看这个WritableComparable没有方法,其实它的方法全都是通过继承而来的,Writable接口上面已经分析了,所以WritableComparable以下两个方法。
<span style="font-family:SimSun;font-size:14px;">void write(DataOutput out) throws IOException; void readFields(DataInput in) throws IOException;</span>
<span style="font-family:SimSun;font-size:14px;">int compareTo( T other); /* 比较此对象与指定对象other的顺序。如果该对象小于、等于或大于指定对象,则分别返回负整数、零或正整数。 参数:o - 要比较的对象。 返回:负整数、零或正整数,根据此对象是小于、等于还是大于指定对象。 */</span>
2.IntWritable类定义如下:
<span style="font-family:SimSun;font-size:14px;">package org.apache.hadoop.io; import java.io.*; /** A WritableComparable for ints. */ public class IntWritable implements WritableComparable { private int value; public IntWritable() {} public IntWritable(int value) { set(value); } /** Set the value of this IntWritable. */ public void set(int value) { this.value = value; } /** Return the value of this IntWritable. */ public int get() { return value; } public void readFields(DataInput in) throws IOException { value = in.readInt(); } public void write(DataOutput out) throws IOException { out.writeInt(value); } /** Returns true iff o is a IntWritable with the same value. */ public boolean equals(Object o) { if (!(o instanceof IntWritable)) return false; IntWritable other = (IntWritable)o; return this.value == other.value; } public int hashCode() { return value; } /** Compares two IntWritables. */ public int compareTo(Object o) { int thisValue = this.value; int thatValue = ((IntWritable)o).value; return (thisValue<thatValue ? -1 : (thisValue==thatValue ? 0 : 1)); } public String toString() { return Integer.toString(value); } /** A Comparator optimized for IntWritable. */ public static class Comparator extends WritableComparator { public Comparator() { super(IntWritable.class); } public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) { int thisValue = readInt(b1, s1); int thatValue = readInt(b2, s2); return (thisValue<thatValue ? -1 : (thisValue==thatValue ? 0 : 1)); } } static { // register this comparator WritableComparator.define(IntWritable.class, new Comparator()); } }</span>
如:
<span style="font-family:SimSun;font-size:14px;">public class Point3D implements WritableComparable<Point3D> { private float x,y,z; public float getX(){return x;} public float getY(){return y;} public float getZ(){return z;} public void readFields(DataInput in) throws IOException { x = in.readFloat(); y = in.readFloat(); z = in.readFloat(); } public void write(DataOutput out) throws IOException { out.writeFloat(x); out.writeFloat(y); out.writeFloat(z); } public int CompareTo(Point3D p) { //具体实现比较当前的空间坐标点this(x,y,z)与指定的点p(x,y,z)的大小 // 并输出: -1(小于), 0(等于), 1(大于) } }</span>
http://www.cnblogs.com/zhengyuhong/p/3952954.html
标签:
原文地址:http://blog.csdn.net/ghuilee/article/details/45705169