Github user srowen commented on a diff in the pull request:

    https://github.com/apache/spark/pull/10554#discussion_r49052171
  
    --- Diff: core/src/main/scala/org/apache/spark/api/java/JavaRDDLike.scala 
---
    @@ -448,7 +448,7 @@ trait JavaRDDLike[T, This <: JavaRDDLike[T, This]] 
extends Serializable {
        * combine step happens locally on the master, equivalent to running a 
single reduce task.
        */
       def countByValue(): java.util.Map[T, jl.Long] =
    -    mapAsSerializableJavaMap(rdd.countByValue().map((x => (x._1, new 
jl.Long(x._2)))))
    +    mapAsSerializableJavaMap(rdd.countByValue().mapValues(jl.Long.valueOf))
    --- End diff --
    
    See my reply at 
https://github.com/apache/spark/pull/10554#discussion_r48938992 -- it was 
because I then saw this was how `countByKey` had been implemented. I picked 
consistency, but it's as reasonable to change `countByKey` I suppose. Do you 
feel strongly about it one way or the other?


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