dengziming commented on code in PR #51686:
URL: https://github.com/apache/spark/pull/51686#discussion_r2244465881


##########
sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/V2ScanRelationPushDown.scala:
##########
@@ -226,10 +195,54 @@ object V2ScanRelationPushDown extends Rule[LogicalPlan] 
with PredicateHelper {
       }
   }
 
-  def generateJoinOutputAlias(name: String): String =
-    s"${name}_${java.util.UUID.randomUUID().toString.replace("-", "_")}"
+  private def generateColumnAliasesForDuplicatedName(
+    leftSideRequiredColumnNames: Array[String],
+    rightSideRequiredColumnNames: Array[String]
+  ): (Array[SupportsPushDownJoin.ColumnWithAlias],
+    Array[SupportsPushDownJoin.ColumnWithAlias]) = {
+    //  Count occurrences of each column name across both sides to identify 
duplicates.
+    val allRequiredColumnNames = leftSideRequiredColumnNames ++ 
rightSideRequiredColumnNames
+    val allNameCounts: Map[String, Int] =
+      allRequiredColumnNames.groupBy(identity).view.mapValues(_.size).toMap

Review Comment:
   No, I thought they were case sensitive at first, but I tested locally and 
found that SqlServer is not case sensitive, so I have updated this PR, please 
review my latest commit and latest comment here: 
https://github.com/apache/spark/pull/51686#issuecomment-3138451218



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