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LiveAnimals.java
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LiveAnimals.java
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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.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 LiveAnimals {
public static class Mapper1 extends Mapper<Object, Text, Text, IntWritable> {
private Text aclass = new Text();
private final static IntWritable one = new IntWritable(1);
public void map(Object key, Text value, Context context) throws IOException, InterruptedException {
String[] line = value.toString().split(",");
// The output "state"
String _aclass = line[5];
aclass.set(_aclass);
// The output "product"
String family = line[3];
if(family.equals("Live animals")){
// Record the output in the Context object
context.write(aclass, one);
}
}
}
public static class Reducer1 extends Reducer<Text, IntWritable, Text, IntWritable> {
private IntWritable result = new IntWritable();
@Override
public void reduce(Text key, Iterable<IntWritable> values, Context context) throws IOException, InterruptedException {
int sum = 0;
for (IntWritable val : values) {
sum += val.get();
}
result.set(sum);
context.write(key, result);
}
}
public static void main(String[] args) throws Exception {
// Create the job specification object
Configuration conf = new Configuration();
Job job = Job.getInstance(conf, "Live animals classes");
job.setJarByClass(LiveAnimals.class);
// Setup input and output paths
FileInputFormat.addInputPath(job, new Path(args[0]));
FileOutputFormat.setOutputPath(job, new Path(args[1]));
// Set the Mapper and Reducer classes
job.setMapperClass(Mapper1.class);
job.setReducerClass(Reducer1.class);
// Specify the type of output keys and values
job.setOutputKeyClass(Text.class);
job.setOutputValueClass(IntWritable.class);
// Wait for the job to finish before terminating
System.exit(job.waitForCompletion(true) ? 0 : 1);
}
}