viirya commented on a change in pull request #31656:
URL: https://github.com/apache/spark/pull/31656#discussion_r584496283



##########
File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala
##########
@@ -526,21 +527,29 @@ object RemoveNoopUnion extends Rule[LogicalPlan] {
     case _ => plan
   }
 
-  private def removeUnion(u: Union): Option[LogicalPlan] = {
-    val unionChildren = u.children.map(removeAliasOnlyProject)
-    if (unionChildren.tail.forall(unionChildren.head.sameResult(_))) {
-      Some(u.children.head)
+  private def simplifyUnion(u: Union): LogicalPlan = {
+    val uniqueChildren = mutable.ArrayBuffer.empty[LogicalPlan]
+    val uniqueChildrenKey = mutable.HashSet.empty[LogicalPlan]
+
+    u.children.foreach { c =>
+      val key = removeAliasOnlyProject(c).canonicalized

Review comment:
       `canonicalized` should cover more cases than `sameOutput`. Note that by 
definition two plans with same `canonicalized` plans will always evaluate to 
the same result. But their outputs might not be the same.




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