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

    https://github.com/apache/spark/pull/5959#discussion_r29826048
  
    --- Diff: core/src/main/scala/org/apache/spark/rdd/RDD.scala ---
    @@ -741,9 +741,10 @@ abstract class RDD[T: ClassTag](
       def mapWith[A, U: ClassTag]
           (constructA: Int => A, preservesPartitioning: Boolean = false)
           (f: (T, A) => U): RDD[U] = withScope {
    +    val cleanF = sc.clean(f)
         mapPartitionsWithIndex((index, iter) => {
           val a = constructA(index)
    -      iter.map(t => f(t, a))
    +      iter.map(t => cleanF(t, a))
    --- End diff --
    
    my understanding is that mappartitionsWithIndex cleans, and thus anything 
in that is cleaned. maybe it's an incorrect assumption. cc @andrewor14?


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