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

    https://github.com/apache/spark/pull/16246#discussion_r91840263
  
    --- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala
 ---
    @@ -1230,10 +1230,24 @@ class Analyzer(
          */
         private def rewriteSubQuery(
             sub: LogicalPlan,
    -        outer: Seq[LogicalPlan]): (LogicalPlan, Seq[Expression]) = {
    +        outer: Seq[LogicalPlan],
    +        scalarSubq: Boolean = false): (LogicalPlan, Seq[Expression]) = {
           // Pull out the tagged predicates and rewrite the subquery in the 
process.
           val (basePlan, baseConditions) = pullOutCorrelatedPredicates(sub)
     
    +      // SPARK-18504: block cases where GROUP BY columns
    +      // are not part of the correlated columns
    +      if (scalarSubq && sub.isInstanceOf[Aggregate]) {
    +        val groupByCols = ExpressionSet.apply(sub.asInstanceOf[Aggregate].
    --- End diff --
    
    Nomally, when we need to do `isInstanceOf` and `asInstanceOf`, we use the 
patten matching. 


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