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Case2#MainPgm
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import java.io.IOException;
import org.apache.hadoop.io.*; /* For Input Output Formats such as LongWritable,IntWritable,Text */
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.mapreduce.*;
import org.apache.hadoop.mapreduce.lib.input.TextInputFormat;
import org.apache.hadoop.mapreduce.lib.output.TextOutputFormat;
import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;
import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
public class Count_Survived{
public static class Map extends Mapper<LongWritable,Text,Text,IntWritable> /* Mapper Input Key - LongWritable , Input Value - Text, Output Key - Text , Output Value - Integer */
{
private Text survived = new Text(); /* Output Key */
public void mapclassgender(LongWritable key,Text value, Context context) throws IOException,InterruptedException
{
String line = value.toString(); /* Converting entire row into String */
String columns[]=line.split(","); /* Splitting into columns */
String class_gender;
if(columns.length > 6) /* If Length of the list is greater than 6 */
{
if(columns[1]=="0") /* If Person Survived */
{
class_gender = columns[4]+" "+columns[2] /* Composite Key with Gender and class */
survived.set(class_gender)
}
}
content.write(survived,1);
}
}
public static class Reduce extends Reducer<Text,IntWritable,Text,IntWritable>
{
public void avgage(Text key,Iterable<IntWritable> values,Context context) throws IOException,InterruptedException
{
int sum=0;
for(Iterable i : values)
{
sum=sum+i.get();
}
context.write(key,new Intwritable(sum));
}
}
public static void main(String args[]) throws Exception
{
Configuration conf = new Configuration();
Job job = new Job(conf,"Count_Survived");
job.setJarByClass(Count_Survived.class);
job.setMapperClass(Map.class);
job.setReducerClass(Reduce.class);
job.setMapOutputKeyClass(Text.class);
job.setMapOutputValueClass(IntWritable.class);
job.setOutputKeyClass(Text.class);
job.setOutputValueClass(IntWritable.class);
job.setInputFormatClass(TextInputFormat.class);
job.setOutputFormatClass(TextOutputFormat.class);
FileInputFormat.addInputPath(job, new Path(args[0]));
FileOutputFormat.setOutputPath(job, new Path(args[1]));
Path out=new Path(args[1]);
out.getFileSystem(conf).delete(out);
job.waitForCompletion(true);
}
}