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

    https://github.com/apache/spark/pull/10605#discussion_r48901213
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/Window.scala ---
    @@ -498,7 +548,13 @@ private[execution] final class 
SlidingWindowFunctionFrame(
         ubound: BoundOrdering) extends WindowFunctionFrame {
     
       /** Rows of the partition currently being processed. */
    -  private[this] var input: ArrayBuffer[InternalRow] = null
    +  private[this] var input: ExternalRowBuffer = null
    +
    +  /** The next row from `input`. */
    +  private[this] var nextRow: InternalRow = null
    +
    +  /** The rows within current sliding window. */
    +  private[this] val buffer: util.Queue[InternalRow] = new 
util.ArrayDeque[InternalRow]()
    --- End diff --
    
    Nit/Performance Paranoia: I would not type it as a ```Queue``` but as an 
```ArrayDeque``` (or have scala infer the type). In order to ever prevent 
megamorphic calls.


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