Github user holdenk commented on the issue:

    https://github.com/apache/spark/pull/22010
  
    @cloud-fan yeah that's totally an option. Since @rxin asked for it to use 
`reduceByKey` I went with that approach, but I'd be happy to use the 
`ExternalAppendOnlyMap` if that's ok with folks.


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