Java tutorial
/* * To change this license header, choose License Headers in Project Properties. * To change this template file, choose Tools | Templates * and open the template in the editor. */ package Business; import java.io.File; import java.io.IOException; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.conf.Configured; import org.apache.hadoop.fs.Path; import org.apache.hadoop.io.IntWritable; import org.apache.hadoop.io.LongWritable; 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.util.Tool; import org.apache.hadoop.util.ToolRunner; /** * * @author rishikaidnani */ public class MapReduceOne extends Configured implements Tool { public static class Mapper1 extends Mapper<LongWritable, Text, Text, IntWritable> { private Text wordText = new Text(); private static IntWritable uno = new IntWritable(1); public void map(LongWritable key, Text line, Context context) throws IOException, InterruptedException { String[] words = line.toString().split("\\s"); for (String word : words) { wordText.set(word); context.write(wordText, uno); } } } public static class Reducer1 extends Reducer<Text, IntWritable, Text, IntWritable> { private IntWritable result = new IntWritable(); public void reduce(Text word, Iterable<IntWritable> values, Context context) throws IOException, InterruptedException { int total = 0; int count = 2; for (IntWritable uno : values) { total += uno.get(); } result.set(total); context.write(word, result); } } @Override public int run(String[] args) throws Exception { Configuration conf = getConf(); Job job = new Job(conf, "FirstJob"); job.setJarByClass(MapReduceOne.class); final File f = new File(MapReduceOne.class.getProtectionDomain().getCodeSource().getLocation().getPath()); String inFiles = f.getAbsolutePath().replace("/build/classes", "") + "/src/inFiles/"; String outFiles = f.getAbsolutePath().replace("/build/classes", "") + "/src/outFiles/OutputOne"; //use the arguments instead if provided. if (args.length > 1) { inFiles = args[1]; outFiles = args[2]; } Path in = new Path(inFiles); Path out = new Path(outFiles); FileInputFormat.setInputPaths(job, in); FileOutputFormat.setOutputPath(job, out); job.setMapperClass(Mapper1.class); job.setCombinerClass(Reducer1.class); job.setReducerClass(Reducer1.class); job.setMapOutputKeyClass(Text.class); job.setMapOutputValueClass(IntWritable.class); job.setOutputKeyClass(Text.class); job.setOutputValueClass(IntWritable.class); System.exit(job.waitForCompletion(true) ? 0 : 1); return 0; } public static void main(String[] args) throws Exception { int res = ToolRunner.run(new Configuration(), new MapReduceOne(), args); System.exit(res); } }