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

    https://github.com/apache/spark/pull/8742#discussion_r39474132
  
    --- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala
 ---
    @@ -136,26 +136,12 @@ object SetOperationPushDown extends Rule[LogicalPlan] 
{
             Filter(condition, left),
             Filter(pushToRight(condition, rewrites), right))
     
    -    // Push down projection into intersect
    -    case Project(projectList, i @ Intersect(left, right)) =>
    -      val rewrites = buildRewrites(i)
    -      Intersect(
    -        Project(projectList, left),
    -        Project(projectList.map(pushToRight(_, rewrites)), right))
    -
         // Push down filter into except
         case Filter(condition, e @ Except(left, right)) =>
           val rewrites = buildRewrites(e)
           Except(
             Filter(condition, left),
             Filter(pushToRight(condition, rewrites), right))
    -
    -    // Push down projection into except
    -    case Project(projectList, e @ Except(left, right)) =>
    -      val rewrites = buildRewrites(e)
    -      Except(
    -        Project(projectList, left),
    -        Project(projectList.map(pushToRight(_, rewrites)), right))
    --- End diff --
    
    Can we add comments in this class to explain why we cannot pushdown 
projections? For filter pushdown, if the condition has non-deterministic 
expressions, it is not safe to pushdown filters for some cases. But, it will 
not be the case because of https://github.com/apache/spark/pull/7446. But, it 
is still good to think about if there is any case that filter pushdown is not 
safe. If we determine it is safe to do filter pushdown, let's add comments to 
explain the reason.


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