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

    https://github.com/apache/spark/pull/14467#discussion_r73404338
  
    --- Diff: core/src/main/scala/org/apache/spark/api/python/PythonRDD.scala 
---
    @@ -889,21 +891,40 @@ private class PythonAccumulatorParam(@transient 
private val serverHost: String,
         socket
       }
     
    -  override def zero(value: JList[Array[Byte]]): JList[Array[Byte]] = new 
JArrayList
    +  override def reset(): Unit = {
    +    this._acc = new JArrayList[Array[Byte]]
    +  }
    +
    +  override def isZero: Boolean = {
    +    this._acc.isEmpty
    +  }
     
    -  override def addInPlace(val1: JList[Array[Byte]], val2: 
JList[Array[Byte]])
    -      : JList[Array[Byte]] = synchronized {
    +  override def copy(): PythonAccumulatorV2 = {
    +    val newAcc = new PythonAccumulatorV2(serverHost, serverPort)
    +    newAcc._acc = this._acc
    +    newAcc
    +  }
    +
    +  // This happens on the worker node, where we just want to remember all 
the updates
    +  override def add(val2: JList[Array[Byte]]): Unit = synchronized {
    --- End diff --
    
    This is synchronized but other accesses aren't. Is this class intended to 
guarantee thread safety? if so we need to make _acc a synchronized list or 
synchronize on the list directly.


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