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Copy pathJoin.java
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89 lines (61 loc) · 2.36 KB
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package com.Rajesh.mapreduce;
import java.io.BufferedReader;
import java.io.FileReader;
import java.io.IOException;
import java.net.URI;
import java.util.HashMap;
import java.util.Map;
import org.apache.hadoop.filecache.DistributedCache;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.*;
import org.apache.hadoop.mapreduce.*;
import org.apache.hadoop.conf.*;
import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;
import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
public class Join {
public static class MyMapper extends Mapper<LongWritable,Text, Text, Text> {
//Declare HashMap to store cached Dept file for join
private Map<String, String> deptMap = new HashMap<String, String>() ;
protected void setup(Context context) throws IOException {
Path[] files = DistributedCache.getLocalCacheFiles(context.getConfiguration());
for (Path p : files) {
if(p.getName().equals("Dept.txt")) {
BufferedReader br = new BufferedReader(new FileReader(p.toString()));
String line = br.readLine() ;
while(line != null) {
String[] column = line.split(",");
deptMap.put(column[0], column[1]) ;
line = br.readLine() ;
}
br.close();
}
}
if (deptMap.isEmpty()) {
throw new IOException("Unable to load Dept data.");
}
}
public void map(LongWritable key, Text value, Context context) throws IOException, InterruptedException{
String[] column = value.toString().split(",") ;
context.write(new Text(column[0]), new Text(deptMap.get(column[1]))) ;
}
}
public static void main(String[] args) throws IOException, ClassNotFoundException, InterruptedException{
Configuration conf = new Configuration();
Job job = new Job(conf, "Join");
job.setJarByClass(Join.class);
job.setNumReduceTasks(0);
try{
DistributedCache.addCacheFile(new URI("/user/cloudera/Rajesh/Lookup/Dept.txt"), job.getConfiguration());
}catch(Exception e){
System.out.println(e);
}
job.setMapperClass(MyMapper.class);
job.setMapOutputKeyClass(Text.class);
job.setMapOutputValueClass(Text.class);
job.setOutputKeyClass(Text.class);
job.setOutputValueClass(Text.class);
FileInputFormat.addInputPath(job, new Path(args[0]));
FileOutputFormat.setOutputPath(job, new Path(args[1]));
job.waitForCompletion(true);
}
}