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

    https://github.com/apache/spark/pull/22894#discussion_r229812240
  
    --- Diff: core/src/main/scala/org/apache/spark/scheduler/MapStatus.scala ---
    @@ -189,13 +190,12 @@ private[spark] class HighlyCompressedMapStatus 
private (
         emptyBlocks.readExternal(in)
         avgSize = in.readLong()
         val count = in.readInt()
    -    val hugeBlockSizesArray = mutable.ArrayBuffer[Tuple2[Int, Byte]]()
    +    hugeBlockSizes = new util.HashMap[Int, Byte](count).asScala
    --- End diff --
    
    Does calling `HashMap.sizeHint(...)` here actually help?
    I'd stick to the scala collection for now


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