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Hw3.java
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import java.io.IOException;
import java.util.StringTokenizer;
import org.apache.hadoop.conf.Configuration;
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;
import org.apache.hadoop.mapreduce.lib.input.TextInputFormat;
import org.apache.hadoop.mapreduce.lib.output.TextOutputFormat;
public class Hw3 {
public static void main(String[] args) throws Exception {
Configuration conf = new Configuration();
Job job = Job.getInstance(conf, "main");
job.setJarByClass(Hw3.class);
// input will be as:
// <STUDENT_ID> <COURSE_ID> <GRADE>
if (args[0].equals("cap")) {
job.setMapperClass(StudentCount.TokenizerMapper.class);
job.setCombinerClass(StudentCount.IntSumReducer.class);
job.setReducerClass(StudentCount.IntSumReducer.class);
job.setOutputKeyClass(Text.class);
job.setOutputValueClass(IntWritable.class);
}
else if (args[0].equals("pass")) {
job.setMapperClass(StudentPass.TokenizerMapper.class);
job.setCombinerClass(StudentPass.IntSumReducer.class);
job.setReducerClass(StudentPass.IntSumReducer.class);
job.setOutputKeyClass(Text.class);
job.setOutputValueClass(IntWritable.class);
}
else if (args[0].equals("avg")) {
job.setMapperClass(StudentAverage.TokenizerMapper.class);
//job.setCombinerClass(StudentAverage.IntSumReducer.class);
job.setReducerClass(StudentAverage.IntSumReducer.class);
job.setOutputKeyClass(Text.class);
job.setOutputValueClass(IntWritable.class);
}
else if (args[0].equals("twolist")) {
job.setNumReduceTasks(2);
job.setMapperClass(CourseTwolist.TokenizerMapper.class);
job.setPartitionerClass(CourseTwolist.AvgPartitioner.class);
job.setReducerClass(CourseTwolist.IntSumReducer.class);
job.setOutputKeyClass(Text.class);
job.setOutputValueClass(IntWritable.class);
}
// output jar file will be tested as: hadoop jar Hw3.jar Hw3 cap input output_c
FileInputFormat.addInputPath(job, new Path(args[1]));
FileOutputFormat.setOutputPath(job, new Path(args[2]));
System.exit(job.waitForCompletion(true) ? 0 : 1);
}
}