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

    https://github.com/apache/spark/pull/14976#discussion_r77735611
  
    --- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/QuantileSummaries.scala
 ---
    @@ -236,7 +240,7 @@ object QuantileSummaries {
         if (currentSamples.isEmpty) {
           return Array.empty[Stats]
         }
    -    val res: ArrayBuffer[Stats] = ArrayBuffer.empty
    +    val res = ListBuffer.empty[Stats]
    --- End diff --
    
    Ah, thanks, I thought it was smart enough to use a circular buffer, thanks! 
It would be nice to have more control over the memory eventually, but this is 
fine for now.


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