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  1. import java.io.IOException;
  2. import java.util.StringTokenizer;
  3.  
  4. import org.apache.hadoop.conf.Configuration;
  5. import org.apache.hadoop.fs.Path;
  6. import org.apache.hadoop.io.IntWritable;
  7. import org.apache.hadoop.io.Text;
  8. import org.apache.hadoop.mapreduce.Job;
  9. import org.apache.hadoop.mapreduce.Mapper;
  10. import org.apache.hadoop.mapreduce.Reducer;
  11. import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;
  12. import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
  13.  
  14. public class WordCount {
  15.  
  16. public static class TokenizerMapper
  17. extends Mapper<Object, Text, Text, IntWritable> {
  18.  
  19. private final static IntWritable one = new IntWritable(1);
  20. private Text word = new Text();
  21.  
  22. public void map(Object key, Text value, Context context
  23. ) throws IOException, InterruptedException {
  24. StringTokenizer itr = new StringTokenizer(value.toString());
  25. while (itr.hasMoreTokens()) {
  26. word.set(itr.nextToken());
  27. context.write(word, one);
  28. }
  29. }
  30. }
  31.  
  32. public static class IntSumReducer
  33. extends Reducer<Text, IntWritable, Text, IntWritable> {
  34. private IntWritable result = new IntWritable();
  35.  
  36. public void reduce(Text key, Iterable<IntWritable> values,
  37. Context context
  38. ) throws IOException, InterruptedException {
  39. int sum = 0;
  40. for (IntWritable val : values) {
  41. sum += val.get();
  42. }
  43. result.set(sum);
  44. context.write(key, result);
  45. }
  46. }
  47.  
  48. public static void main(String[] args) throws Exception {
  49. Configuration conf = new Configuration();
  50. Job job = Job.getInstance(conf, "word count");
  51. job.setJarByClass(WordCount.class);
  52. job.setMapperClass(TokenizerMapper.class);
  53. job.setCombinerClass(IntSumReducer.class);
  54. job.setReducerClass(IntSumReducer.class);
  55. job.setOutputKeyClass(Text.class);
  56. job.setOutputValueClass(IntWritable.class);
  57. FileInputFormat.addInputPath(job, new Path(args[0]));
  58. FileOutputFormat.setOutputPath(job, new Path(args[1]));
  59. System.exit(job.waitForCompletion(true) ? 0 : 1);
  60. }
  61. }
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