Github user mccheah commented on the pull request:

    https://github.com/apache/spark/pull/4634#issuecomment-74580824
  
    groupBy and reduceByKey in the Scala API are actually just convenience 
methods that call through to combineByKey with parameters that make sense. 
Given that, perhaps just having the single 6-parameter method in the Java API 
makes sense. combineByKey will be used when customization/configuration is 
required beyond what reduceByKey and groupBy offers (but those latter two 
methods exist for convenience and readability, and rightly so).


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