Github user andrewor14 commented on a diff in the pull request:

    https://github.com/apache/spark/pull/1499#discussion_r15324369
  
    --- Diff: 
core/src/main/scala/org/apache/spark/util/collection/ExternalAppendOnlyMap.scala
 ---
    @@ -120,8 +124,10 @@ class ExternalAppendOnlyMap[K, V, C](
         val update: (Boolean, C) => C = (hadVal, oldVal) => {
           if (hadVal) mergeValue(oldVal, value) else createCombiner(value)
         }
    -    if (numPairsInMemory > trackMemoryThreshold && 
currentMap.atGrowThreshold) {
    -      val mapSize = currentMap.estimateSize()
    +    if (elementsRead > trackMemoryThreshold && elementsRead % 32 == 0 &&
    +        currentMap.estimateSize() >= myMemoryThreshold)
    --- End diff --
    
    Did you mean the following:
    ```
    if (elementsRead > trackMemoryThreshold &&
        (elementsRead % 32 == 0 || currentMap.estimateSize() > 
myMemoryThreshold)
    ```
    Otherwise say if the 33rd element was huge and we already went past our 
current memory threshold, we will have to wait for another 31 elements before 
we find a new threshold.


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