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

    https://github.com/apache/spark/pull/5685#discussion_r29344970
  
    --- Diff: core/src/main/scala/org/apache/spark/SparkContext.scala ---
    @@ -1627,7 +1627,10 @@ class SparkContext(config: SparkConf) extends 
Logging with ExecutorAllocationCli
           partitions: Seq[Int],
           allowLocal: Boolean
           ): Array[U] = {
    -    runJob(rdd, (context: TaskContext, iter: Iterator[T]) => func(iter), 
partitions, allowLocal)
    +    // We must clean `func` here before using it in another closure below
    +    // Otherwise, the closure cleaner will only clean the outer closure 
but not `func`
    +    val cleanedFunc = clean(func)
    --- End diff --
    
    Do we need to apply such fix to other places? E.g., RDD.scala
    
    ```Scala
      def mapPartitions[U: ClassTag](
          f: Iterator[T] => Iterator[U], preservesPartitioning: Boolean = 
false): RDD[U] = {
        val func = (context: TaskContext, index: Int, iter: Iterator[T]) => 
f(iter)
        new MapPartitionsRDD(this, sc.clean(func), preservesPartitioning)
      }
    ```


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