maryannxue commented on a change in pull request #32816:
URL: https://github.com/apache/spark/pull/32816#discussion_r700729711



##########
File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/adaptive/AQEUtils.scala
##########
@@ -57,4 +58,22 @@ object AQEUtils {
       }
     case _ => Some(UnspecifiedDistribution)
   }
+
+  // Add an extra shuffle if input plan does not satisfy the required 
distribution.
+  // This method is invoked after optimizing skewed join in case we change 
final stage
+  // output partitioning.
+  def ensureRequiredDistribution(

Review comment:
       Can we take advantage of `EnsureRequirements` here by passing it a root 
distro requirement instead of using this adhoc logic?




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