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From Everett Anderson <ever...@nuna.com>
Subject Optimizations for repeated operations
Date Wed, 24 Jun 2015 20:27:02 GMT
Hi,

I'm curious if Crunch attempts to perform any optimizations to avoid
repeated operations, and, if so, how it figures out what's being repeated.

For example, let's say I have PCollection called xCollection and a utility
method joinAndProcess that extracts keys for two collections by MapFns,
joins, and does a parallelDo on the result like this:

public PCollection<String> joinAndProcess(
    PCollection<String> left,
    PCollection<Double> right) {
  *PTable<Integer, String> keyedLeftTable = left.by
<http://left.by>(someMapFn1);*
  PTable<Integer, Double> keyedRightTable = right.by(...);
  PTable<Integer, Pair<String, Double>> joinedTable = ... join ...
  return joinedTable.parallelDo(...);
}

If I call joinAndProcess(xCollection, some other collection) multiple
times, will Crunch be able to notice that the highlighted left.by
(someMapFn1) is the same and reuse the result rather than recompute it?

Would it be able to do so if the .by step were given the same name or same
MapFn instance each time?

Thanks,
Everett

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