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

    https://github.com/apache/spark/pull/9260#discussion_r42928573
  
    --- Diff: 
core/src/main/scala/org/apache/spark/util/collection/ExternalAppendOnlyMap.scala
 ---
    @@ -214,13 +215,18 @@ class ExternalAppendOnlyMap[K, V, C](
         spilledMaps.append(new DiskMapIterator(file, blockId, batchSizes))
       }
     
    +  private def freeCurrentMap(): Unit = {
    +    currentMap = null // So that the memory can be garbage-collected
    +    releaseMemoryForThisThread()
    +  }
    +
       /**
        * Return an iterator that merges the in-memory map with the spilled 
maps.
        * If no spill has occurred, simply return the in-memory map's iterator.
        */
       override def iterator: Iterator[(K, C)] = {
         if (spilledMaps.isEmpty) {
    -      currentMap.iterator
    +      CompletionIterator[(K, C), Iterator[(K, C)]](currentMap.iterator, 
freeCurrentMap())
    --- End diff --
    
    I debated whether to push this burden to callers rather than using a 
`CompletionIterator` here until I noticed that `ExternalIterator()` ends up 
calling `currentMap.destructiveSortedIterator()`, so (implicitly) this method 
already had the limitation that it could only be called once.


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