Erik Shilts created SPARK-10291:
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             Summary: Add statsByKey method to compute StatCounters for each 
key in an RDD
                 Key: SPARK-10291
                 URL: https://issues.apache.org/jira/browse/SPARK-10291
             Project: Spark
          Issue Type: New Feature
          Components: PySpark
            Reporter: Erik Shilts
            Priority: Minor


A common task is to summarize numerical data for different groups. Having a 
`statsByKey` method would simplify this so the user would not have to write the 
aggregators for all the statistics or manage collecting by key and computing 
individual StatCounters.

This should be a straightforward addition to PySpark. I can look into adding to 
Scala and R if we want to maintain feature parity.



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