Thursday, September 26, 2013

Hadoop: Exit reduce function for the rest of input on some condition

Say we have a reduce function where in we want to halt the reduce function after processing some 'n' keys. We have set a counter to increment on each key, and on condition being satisfied return from the reduce function without bothering about rest of the keys.

Fortunately with the new mapreduce API, we have the ability to do that now.

You can achieve this by overriding the run() of the Reducer class.

Let's straight get to the code:

public static class Reduce extends Reducer<IntWritable, IntWritable, IntWritable, IntWritable> {

  //reduce method here

  // Override the run()
  @override
  public void run(Context context) throws IOException, InterruptedException {
    setup(context);
    int count = 0;
    while (context.nextKey()) {
        if (count++ < n) {
        reduce(context.getCurrentKey(), context.getValues(), context);
        } else {
            // exit or do whatever you want
        }
    }
    cleanup(context);
  }
}

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