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Posted to commits@beam.apache.org by "Pei He (JIRA)" <ji...@apache.org> on 2016/03/04 23:01:40 UTC

[jira] [Created] (BEAM-96) Support composing combine functions

Pei He created BEAM-96:
--------------------------

             Summary: Support composing combine functions
                 Key: BEAM-96
                 URL: https://issues.apache.org/jira/browse/BEAM-96
             Project: Beam
          Issue Type: New Feature
          Components: sdk-java-core
            Reporter: Pei He
            Assignee: Davor Bonaci


The proposal of composed combine functions is following:
pc.apply(
    Combine.perKey(
         CombineFns.composeKeyed()
            .with(identityFn, new MaxIntegerFn(), maxLatencyTag)
            .with(identityFn, new MeanFn<Integer>(), meanLatencyTag)));

Example code:
   * PCollection<KV<K, Integer>> latencies = ...;
   *
   * TupleTag<Integer> maxLatencyTag = new TupleTag<Integer>();
   * TupleTag<Double> meanLatencyTag = new TupleTag<Double>();
   *
   * SimpleFunction<Integer, Integer> identityFn =
   *     new SimpleFunction<Integer, Integer>() {
   *       @Override
   *       public Integer apply(Integer input) {
   *           return input;
   *       }};
   * PCollection<KV<K, CoCombineResult>> maxAndMean = latencies.apply(
   *     Combine.perKey(
   *         CombineFns.composeKeyed()
   *            .with(identityFn, new MaxIntegerFn(), maxLatencyTag)
   *            .with(identityFn, new MeanFn<Integer>(), meanLatencyTag)));
   *
   * PCollection<T> finalResultCollection = maxAndMean
   *     .apply(ParDo.of(
   *         new DoFn<KV<K, CoCombineResult>, T>() {
   *           @Override
   *           public void processElement(ProcessContext c) throws Exception {
   *             KV<K, CoCombineResult> e = c.element();
   *             Integer maxLatency = e.getValue().get(maxLatencyTag);
   *             Double meanLatency = e.getValue().get(meanLatencyTag);
   *             .... Do Something ....
   *             c.output(...some T...);
   *           }
   *         }));



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