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

    https://github.com/apache/spark/pull/16387#discussion_r93732158
  
    --- Diff: 
core/src/main/scala/org/apache/spark/util/collection/ExternalAppendOnlyMap.scala
 ---
    @@ -192,12 +193,16 @@ class ExternalAppendOnlyMap[K, V, C](
        * It will be called by TaskMemoryManager when there is not enough 
memory for the task.
        */
       override protected[this] def forceSpill(): Boolean = {
    -    assert(readingIterator != null)
    -    val isSpilled = readingIterator.spill()
    -    if (isSpilled) {
    -      currentMap = null
    +    if (isReadingIterator) {
    +      assert(readingIterator != null)
    +      val isSpilled = readingIterator.spill()
    +      if (isSpilled) {
    +        currentMap = null
    +      }
    +      isSpilled
    +    } else {
    +      false
    --- End diff --
    
    I choose to simply return false now. Another option is to actually spill 
the in-memory map.


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