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

    https://github.com/apache/spark/pull/18925#discussion_r132791711
  
    --- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala
 ---
    @@ -1185,7 +1186,7 @@ object ReplaceDistinctWithAggregate extends 
Rule[LogicalPlan] {
      */
     object ReplaceDeduplicateWithAggregate extends Rule[LogicalPlan] {
       def apply(plan: LogicalPlan): LogicalPlan = plan transform {
    -    case Deduplicate(keys, child, streaming) if !streaming =>
    +    case d @ Deduplicate(keys, child, _) if d.originalOutputMode != 
OutputMode.Append() =>
    --- End diff --
    
    existing: It's kind of odd that this decision is made in the optimizer and 
not the query planner.  I think our aggregate operator is actually worse than 
the specialized deduplication operator (since the specialized one is 
non-blocking).
    
    It doesn't have to be in this PR, but we should probably move this to the 
planner eventually.


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