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

    https://github.com/apache/spark/pull/15068#discussion_r78481314
  
    --- Diff: sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala ---
    @@ -2567,8 +2567,12 @@ class Dataset[T] private[sql](
       }
     
       private[sql] def collectToPython(): Int = {
    +    EvaluatePython.registerPicklers()
         withNewExecutionId {
    -      PythonRDD.collectAndServe(javaToPython.rdd)
    --- End diff --
    
    Note that `collectAndServe` was internally calling 
`rdd.collect().iterator`, so this patch's change doesn't have any impact on the 
maximum number of rows that need to be buffered in the JVM; this would not have 
been the case if the old code used `collectAndServeIterator`.


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