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

    https://github.com/apache/spark/pull/6637#discussion_r31702111
  
    --- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala
 ---
    @@ -696,3 +698,12 @@ object ConvertToLocalRelation extends 
Rule[LogicalPlan] {
           LocalRelation(projectList.map(_.toAttribute), data.map(projection))
       }
     }
    +
    +/**
    + * Replaces logical [[Distinct]] operator with an [[Aggregate]] operator.
    + */
    +object ReplaceDistinctWithAggregate extends Rule[LogicalPlan] {
    +  def apply(plan: LogicalPlan): LogicalPlan = plan transform {
    +    case Distinct(child) => Aggregate(child.output, child.output, child)
    --- End diff --
    
    An example in the comment can be useful for understanding:
    
    ```
    SELECT DISTINCT f1, f2 FROM t  ==>  SELECT f1, f2 FROM t GROUP BY f1, f2
    ```


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