MaxGekk commented on code in PR #41568:
URL: https://github.com/apache/spark/pull/41568#discussion_r1234302780


##########
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/parameters.scala:
##########
@@ -71,21 +119,24 @@ object BindParameters extends Rule[LogicalPlan] with 
QueryErrorsBase {
     plan.resolveOperatorsWithPruning(_.containsPattern(PARAMETERIZED_QUERY)) {
       // We should wait for `CTESubstitution` to resolve CTE before binding 
parameters, as CTE
       // relations are not children of `UnresolvedWith`.
-      case p @ ParameterizedQuery(child, args) if 
!child.containsPattern(UNRESOLVED_WITH) =>
-        args.find(!_._2.isInstanceOf[Literal]).foreach { case (name, expr) =>
-          expr.failAnalysis(
-            errorClass = "INVALID_SQL_ARG",
-            messageParameters = Map("name" -> name))
-        }
+      case p @ NameParameterizedQuery(child, args) if 
!child.containsPattern(UNRESOLVED_WITH) =>
+        checkArgs(args)
+        val res = bind(child) { case NamedParameter(name) if 
args.contains(name) => args(name) }
+        res.copyTagsFrom(p)
+        res
+
+      case p @ PosParameterizedQuery(child, args) if 
!child.containsPattern(UNRESOLVED_WITH) =>
+        val indexedArgs = args.zipWithIndex
+        checkArgs(indexedArgs.map(arg => (s"_${arg._2}", arg._1)))
+
+        val positions = scala.collection.mutable.Set.empty[Int]
+        bind(child) { case p @ PosParameter(pos) => positions.add(pos); p }
+        val posToIndex = positions.toSeq.sorted.zipWithIndex.toMap

Review Comment:
   Do you mean exact matching? Current approach is consistent to named 
parameters when a map can contain not used arguments in a query. This can open 
a door for additional use cases, from my point of view.



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