import java.io.IOException;
import java.util.StringTokenizer;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.examples.WordCount.IntSumReducer;
import org.apache.hadoop.examples.WordCount.TokenizerMapper;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.IntWritable;
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;
public class WordCountNew {
// mapper class
public static class TokenizerMapper extends Mapper<Object, Text, Text, IntWritable>
{
private static final IntWritable one=new IntWritable(1);
private Text word=new Text();
public void map(Object key,Text value,Context cont) throws IOException, InterruptedException
{
StringTokenizer itr=new StringTokenizer(value.toString());
while(itr.hasMoreTokens())
{
word.set(itr.nextToken());
cont.write(word, one);
}
}
}
//Reducer Class
public static class IntSumReducer extends Reducer<Text, IntWritable, Text, IntWritable>
{
private IntWritable result=new IntWritable();
public void reduce(Text key,Iterable<IntWritable> values,Context cont) throws IOException, InterruptedException
{
int sum=0;
for(IntWritable val: values)
{
sum+=val.get();
}
result.set(sum);
cont.write(key, result);
}
}
public static void main(String[] args) throws Exception
{
//Configuration for Job,jar
Configuration conf=new Configuration();
Job j=new Job(conf,"Batch48S-Wordcount");
j.setJarByClass(WordCountNew.class);
// mapper,reducer,combiner class
j.setMapperClass(TokenizerMapper.class);
j.setCombinerClass(IntSumReducer.class);
j.setReducerClass(IntSumReducer.class);
//Output key, Value, data type details
j.setOutputKeyClass(Text.class);
j.setOutputValueClass(IntWritable.class);
// Hdfs input and output path
FileInputFormat.addInputPath(j,new Path(args[0]));
FileOutputFormat.setOutputPath(j,new Path(args[1]));
//execution
System.exit(j.waitForCompletion(true)?0:1);
}
}
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