(转)Hadoop数据类型

时间:2021-03-26 03:10:21

来源: http://www.cnblogs.com/anny-1980/articles/2608097.html

  • BooleanWritable:标准布尔型数值
  • ByteWritable:单字节数值
  • DoubleWritable:双字节数值
  • FloatWritable:浮点数
  • IntWritable:整型数
  • LongWritable:长整型数
  • Text:使用UTF8格式存储的文本
  • NullWritable:当<key, value>中的key或value为空时使用

二. 用户自定义数据类型的实现

1.继承接口Writable,实现其方法write()和readFields(), 以便该数据能被序列化后完成网络传输或文件输入/输出;

2.如果该数据需要作为主键key使用,或需要比较数值大小时,则需要实现WritalbeComparable接口,实现其方法write(),readFields(),CompareTo() 。

public class Point3D implements Writable<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 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)

}

}