com.jhkt.playgroundArena.hadoop.tasks.jobs.AverageMultipleOutputJob.java Source code

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Here is the source code for com.jhkt.playgroundArena.hadoop.tasks.jobs.AverageMultipleOutputJob.java

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/*
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you under the Apache License, Version 2.0 (the
 * "License"); you may not use this file except in compliance
 * with the License.  You may obtain a copy of the License at
 *
 *   http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing,
 * software distributed under the License is distributed on an
 * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
 * KIND, either express or implied.  See the License for the
 * specific language governing permissions and limitations
 * under the License.
 */
package com.jhkt.playgroundArena.hadoop.tasks.jobs;

import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.conf.Configured;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.DoubleWritable;
import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Job;
import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;
import org.apache.hadoop.mapreduce.lib.input.TextInputFormat;
import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
import org.apache.hadoop.mapreduce.lib.output.MultipleOutputs;
import org.apache.hadoop.mapreduce.lib.output.TextOutputFormat;
import org.apache.hadoop.util.Tool;
import org.apache.hadoop.util.ToolRunner;

import com.jhkt.playgroundArena.hadoop.tasks.jobs.mapper.AverageMapper;
import com.jhkt.playgroundArena.hadoop.tasks.jobs.reducer.AverageMultipleOutputReducer;

/**
 * @author Ji Hoon Kim
 */
public final class AverageMultipleOutputJob extends Configured implements Tool {

    @Override
    public int run(String[] args) throws Exception {

        Configuration conf = getConf();
        Job job = new Job(conf, AverageMultipleOutputJob.class.getSimpleName());
        job.setJarByClass(AverageMultipleOutputJob.class);

        Path in = new Path(args[0]);
        Path out = new Path(args[1]);

        FileInputFormat.setInputPaths(job, in);
        FileOutputFormat.setOutputPath(job, out);

        job.setJobName("Sample Multiple Output Job");
        job.setMapperClass(AverageMapper.class);
        job.setReducerClass(AverageMultipleOutputReducer.class);

        job.setInputFormatClass(TextInputFormat.class);
        job.setOutputFormatClass(TextOutputFormat.class);
        job.setOutputKeyClass(IntWritable.class);
        job.setOutputValueClass(IntWritable.class);

        MultipleOutputs.addNamedOutput(job, "greaterThan1000", TextOutputFormat.class, Text.class,
                DoubleWritable.class);
        MultipleOutputs.addNamedOutput(job, "lessThan1000", TextOutputFormat.class, Text.class,
                DoubleWritable.class);

        System.exit(job.waitForCompletion(true) ? 0 : 1);

        return 0;
    }

    public static void main(String[] args) throws Exception {
        System.exit(ToolRunner.run(new Configuration(), new AverageMultipleOutputJob(), args));
    }

}