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@sdpatil
Last active August 27, 2020 07:21
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MapReduce program that reads input from S3 and writes output in S3
package com.spnotes.hadoop;
import org.apache.hadoop.conf.Configured;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.LongWritable;
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 org.apache.hadoop.mapreduce.lib.output.MapFileOutputFormat;
import org.apache.hadoop.util.Tool;
import org.apache.hadoop.util.ToolRunner;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.io.IOException;
import java.util.Iterator;
import java.util.StringTokenizer;
/**
* Created by gpzpati on 4/17/14.
*/
public class S3MapReduce extends Configured implements Tool {
Logger logger = LoggerFactory.getLogger(S3Mapper.class);
public static class S3Mapper extends Mapper<LongWritable, Text, Text,IntWritable>{
Logger logger = LoggerFactory.getLogger(S3Mapper.class);
private final static IntWritable one = new IntWritable(1);
private Text word = new Text();
@Override
protected void map(LongWritable key, Text value,
Context context)
throws IOException, InterruptedException {
logger.debug("Entering S3Mapper.map() " + this);
String line = value.toString();
StringTokenizer st = new StringTokenizer(line," ");
while(st.hasMoreTokens()){
word.set(st.nextToken());
context.write(word,one);
}
logger.debug("Exiting S3Mapper.map()");
}
}
public static class S3Reducer extends Reducer<Text, IntWritable, Text, IntWritable>{
Logger logger = LoggerFactory.getLogger(S3Reducer.class);
@Override
protected void reduce(Text key, Iterable<IntWritable> values,
Context context)
throws IOException, InterruptedException {
logger.debug("Entering S3Reducer.reduce() " + this);
int sum = 0;
Iterator<IntWritable> valuesIt = values.iterator();
while(valuesIt.hasNext()){
sum = sum + valuesIt.next().get();
}
logger.debug(key + " -> " + sum);
context.write(key, new IntWritable(sum));
logger.debug("Exiting S3Reducer.reduce()");
}
}
public static void main(String[] argv)throws Exception{
int exitCode = ToolRunner.run(new S3MapReduce(), argv);
System.exit(exitCode);
}
@Override
public int run(String[] args) throws Exception {
if (args.length != 2) {
System.err.printf("Usage: %s [generic options] <input> <output>\n",
getClass().getSimpleName());
ToolRunner.printGenericCommandUsage(System.err);
return -1;
}
Job job = new org.apache.hadoop.mapreduce.Job();
job.setJarByClass(S3MapReduce.class);
job.setJobName("S3MapReduce");
job.getConfiguration().set("fs.s3n.awsAccessKeyId", "awsAccessKey");
job.getConfiguration().set("fs.s3n.awsSecretAccessKey","awsSecretAccessKey");
job.getConfiguration().set("fs.default.name","s3n://com.spnotes.hadoop.input.books");
System.out.println("Input path " + args[0]);
System.out.println("Oupput path " + args[1]);
FileInputFormat.addInputPath(job, new Path(args[0]));
FileOutputFormat.setOutputPath(job, new Path(args[1]));
job.setMapperClass(S3Mapper.class);
job.setReducerClass(S3Reducer.class);
job.setOutputKeyClass(Text.class);
job.setOutputValueClass(IntWritable.class);
job.setOutputFormatClass(MapFileOutputFormat.class);
int returnValue = job.waitForCompletion(true) ? 0:1;
System.out.println("job.isSuccessful " + job.isSuccessful());
return returnValue;
}
}
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