Github user zsxwing commented on a diff in the pull request: https://github.com/apache/spark/pull/15063#discussion_r78433588 --- 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 -- For Java serialization, it's synchronized. See: http://www.grepcode.com/file/repository.grepcode.com/java/root/jdk/openjdk/8u40-b25/java/util/Collections.java#2080 Do we use Kryo to serialize Heartbeat?
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