1. 程式人生 > >大資料入門(12)mr倒排索引.

大資料入門(12)mr倒排索引.

package com.hadoop.hdfs.mr.flowsort;

import java.io.IOException;

import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.NullWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Job;
import org.apache.hadoop.mapreduce.Mapper;
import org.apache.hadoop.mapreduce.Reducer;
import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;
import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;

import com.hadoop.hdfs.mr.flowsum.FlowBean;

public class SortMR {
	
	public static class SortMapper extends Mapper<LongWritable, Text, FlowBean, NullWritable>{
		protected void map(LongWritable key, Text value, Context context) throws IOException ,InterruptedException {
			String line = value.toString();
			String[] fields = line.split("\t");
			
			String phoneNB = fields[0];
			long u_flow = Long.parseLong(fields[1]);
			long d_flow = Long.parseLong(fields[2]);
			
			context.write(new FlowBean(phoneNB, u_flow, d_flow), NullWritable.get());
		};
	}
	
	public static class SortReducer extends Reducer<FlowBean, NullWritable, Text, FlowBean>{
		protected void reduce(FlowBean bean, java.lang.Iterable<NullWritable> values, Context context) throws IOException ,InterruptedException {
			String phoneNB = bean.getPhoneNB();
			context.write(new Text(phoneNB), bean);
		};
	}
	
	public static void main(String[] args) throws Exception {
		Job job = Job.getInstance(new Configuration());
		
		job.setJarByClass(SortMR.class);
		
		job.setMapperClass(SortMapper.class);
		job.setReducerClass(SortReducer.class);
		
		job.setMapOutputKeyClass(FlowBean.class);
		job.setMapOutputValueClass(NullWritable.class);
		
		job.setOutputKeyClass(FlowBean.class);
		job.setOutputValueClass(NullWritable.class);
		
		FileInputFormat.setInputPaths(job, new Path(args[0]));
		FileOutputFormat.setOutputPath(job, new Path(args[1]));
		
		int status = job.waitForCompletion(true)?0:1;
		System.exit(status);
		
	}

}