andygrove commented on code in PR #4053:
URL: https://github.com/apache/datafusion-comet/pull/4053#discussion_r3139425977


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spark/src/main/scala/org/apache/comet/rules/CometReuseSubquery.scala:
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@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.comet.rules
+
+import scala.collection.mutable
+
+import org.apache.spark.sql.catalyst.rules.Rule
+import org.apache.spark.sql.catalyst.trees.TreePattern.PLAN_EXPRESSION
+import org.apache.spark.sql.execution.{BaseSubqueryExec, 
ExecSubqueryExpression, ReusedSubqueryExec, SparkPlan}
+
+/**
+ * Re-applies subquery deduplication after Comet node conversions.
+ *
+ * Spark's ReuseAdaptiveSubquery runs as a queryStageOptimizerRule before 
postStageCreationRules,
+ * which is where CometScanRule/CometExecRule replace Spark operators with 
Comet equivalents. The
+ * Comet rules copy expressions from the original Spark nodes, which can 
disrupt subquery reuse
+ * that was already applied by Spark's rule. This rule runs after Comet 
conversions to restore
+ * proper deduplication.
+ *
+ * Uses the same algorithm as Spark's ReuseExchangeAndSubquery (subquery 
portion): top-down
+ * traversal via transformAllExpressionsWithPruning, caching by canonical form.
+ *
+ * For non-AQE, Spark's ReuseExchangeAndSubquery runs after 
ApplyColumnarRulesAndInsertTransitions
+ * in QueryExecution.preparations and handles reuse correctly without this 
rule.
+ *
+ * @see
+ *   ReuseExchangeAndSubquery (Spark's non-AQE subquery reuse)
+ * @see
+ *   ReuseAdaptiveSubquery (Spark's AQE subquery reuse)
+ */
+case object CometReuseSubquery extends Rule[SparkPlan] {

Review Comment:
   We should start thinking about an audit process for areas where we are 
replicating Spark logic, so that when we upgrade to future versions of Spark we 
can check that we staying consistent. Maybe a starting point is adding 
annotations to sections of code where we replicate upstream logic? No action 
needed on this PR ... just thinking aloud



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