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

    https://github.com/apache/spark/pull/15056#discussion_r78425128
  
    --- Diff: 
core/src/main/scala/org/apache/spark/storage/memory/MemoryStore.scala ---
    @@ -663,31 +663,43 @@ private[spark] class MemoryStore(
     private[storage] class PartiallyUnrolledIterator[T](
         memoryStore: MemoryStore,
         unrollMemory: Long,
    -    unrolled: Iterator[T],
    +    private[this] var unrolled: Iterator[T],
         rest: Iterator[T])
       extends Iterator[T] {
     
    -  private[this] var unrolledIteratorIsConsumed: Boolean = false
    -  private[this] var iter: Iterator[T] = {
    -    val completionIterator = CompletionIterator[T, Iterator[T]](unrolled, {
    -      unrolledIteratorIsConsumed = true
    -      memoryStore.releaseUnrollMemoryForThisTask(MemoryMode.ON_HEAP, 
unrollMemory)
    -    })
    -    completionIterator ++ rest
    --- End diff --
    
    I think the problem here is that the completion iterator is releasing the 
bookkeeping memory for the iterator as soon as the iterator is fully iterated, 
but the on-heap objects are being retained by the reference in the `unrolled` 
field. 


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