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

    https://github.com/apache/spark/pull/14467#discussion_r78515821
  
    --- Diff: core/src/main/scala/org/apache/spark/api/python/PythonRDD.scala 
---
    @@ -866,11 +866,14 @@ class BytesToString extends 
org.apache.spark.api.java.function.Function[Array[By
     }
     
     /**
    - * Internal class that acts as an `AccumulatorParam` for Python 
accumulators. Inside, it
    + * Internal class that acts as an `AccumulatorV2` for Python accumulators. 
Inside, it
      * collects a list of pickled strings that we pass to Python through a 
socket.
      */
    -private class PythonAccumulatorParam(@transient private val serverHost: 
String, serverPort: Int)
    -  extends AccumulatorParam[JList[Array[Byte]]] {
    +private[spark] class PythonAccumulatorV2(@transient private val 
serverHost: String, serverPort: Int)
    +  extends AccumulatorV2[JList[Array[Byte]], JList[Array[Byte]]] {
    --- End diff --
    
    Ah, can we use CollectionAccumulator? it's a specialization that's for 
accumulating a list of things, so might be good to leverage


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