allisonwang-db commented on a change in pull request #32303:
URL: https://github.com/apache/spark/pull/32303#discussion_r647112288



##########
File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/subquery.scala
##########
@@ -315,19 +314,28 @@ object PullupCorrelatedPredicates extends 
Rule[LogicalPlan] with PredicateHelper
       case ListQuery(sub, children, exprId, childOutputs, conditions) if 
children.nonEmpty =>
         val (newPlan, newCond) = pullOutCorrelatedPredicates(sub, outerPlans)
         ListQuery(newPlan, children, exprId, childOutputs, 
getJoinCondition(newCond, conditions))
+      case LateralSubquery(sub, children, exprId, conditions) if 
children.nonEmpty =>
+        val (newPlan, newCond) = decorrelate(sub, outerPlans)
+        LateralSubquery(newPlan, children, exprId, getJoinCondition(newCond, 
conditions))
     }
   }
 
   /**
    * Pull up the correlated predicates and rewrite all subqueries in an 
operator tree..
    */
   def apply(plan: LogicalPlan): LogicalPlan = plan.transformUpWithPruning(
-    _.containsAnyPattern(SCALAR_SUBQUERY, EXISTS_SUBQUERY, LIST_SUBQUERY)) {
+    _.containsPattern(PLAN_EXPRESSION)) {
     case f @ Filter(_, a: Aggregate) =>
       rewriteSubQueries(f, Seq(a, a.child))
-    // Only a few unary nodes (Project/Filter/Aggregate) can contain 
subqueries.
+    // Only a few unary nodes (Project/Filter/Aggregate/LateralJoin) can 
contain subqueries.
     case q: UnaryNode =>
-      rewriteSubQueries(q, q.children)
+      val newPlan = rewriteSubQueries(q, q.children)
+      // Preserve the original output of the node.
+      if (newPlan.output != q.output) {

Review comment:
       Nice!




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