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https://issues.apache.org/jira/browse/SPARK-2278?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14060735#comment-14060735
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Hans Uhlig commented on SPARK-2278:
-----------------------------------

I think I am understanding my confusion. I was looking for something that would 
parallel the existing Mapreduce reduce function which receives a Key and the 
associated iterable list of values. The documentation doesn't actually describe 
the behavior of each method, the expected behavior of the referenced function 
nor contain a description of the transformation particularly well. It looks as 
though you need to chain groupByKey then flatMapValues to accomplish what I am 
looking for. Still being able to specify a comparator or custom equality 
operator would be good.

> groupBy & groupByKey should support custom comparator
> -----------------------------------------------------
>
>                 Key: SPARK-2278
>                 URL: https://issues.apache.org/jira/browse/SPARK-2278
>             Project: Spark
>          Issue Type: New Feature
>          Components: Java API
>    Affects Versions: 1.0.0
>            Reporter: Hans Uhlig
>
> To maintain parity with MapReduce you should be able to specify a custom key 
> equality function in groupBy/groupByKey similar to sortByKey. 



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