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

    https://github.com/apache/spark/pull/15063#discussion_r78432833
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/debug/package.scala ---
    @@ -107,18 +109,20 @@ package object debug {
       case class DebugExec(child: SparkPlan) extends UnaryExecNode with 
CodegenSupport {
         def output: Seq[Attribute] = child.output
     
    -    class SetAccumulator[T] extends AccumulatorV2[T, HashSet[T]] {
    -      private val _set = new HashSet[T]()
    +    class SetAccumulator[T] extends AccumulatorV2[T, java.util.Set[T]] {
    +      private val _set = Collections.synchronizedSet(new 
java.util.HashSet[T]())
    --- End diff --
    
    If you use `Collections.synchronized*`, will serialization of those objects 
also be thread-safe (i.e. will `writeObject` synchronize properly)? What about 
if Kryo is used?


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