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

    https://github.com/apache/spark/pull/9067#discussion_r42060953
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/aggregate/TungstenAggregationIterator.scala
 ---
    @@ -470,12 +484,27 @@ class TungstenAggregationIterator(
     
           // Process the rest of input rows.
           while (inputIter.hasNext) {
    -        val newInput = inputIter.next()
    -        numInputRows += 1
    -        val groupingKey = groupProjection.apply(newInput)
    -        buffer.copyFrom(initialAggregationBuffer)
    -        processRow(buffer, newInput)
    -        externalSorter.insertKV(groupingKey, buffer)
    +        var newHashMap = initHashMap()
    --- End diff --
    
    I think you might actually want to re-assign to the original `hashMap` by 
making it into a `var`. This will let us ensure that 
`UnsafeAggregationIterator.free()` is able to free all memory after failures.


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