wangyum commented on a change in pull request #30665:
URL: https://github.com/apache/spark/pull/30665#discussion_r539308795



##########
File path: 
sql/hive/src/main/scala/org/apache/spark/sql/hive/HiveSessionCatalog.scala
##########
@@ -91,8 +91,18 @@ private[sql] class HiveSessionCatalog(
               isUDAFBridgeRequired = true))
             udfExpr.get.dataType // Force it to check input data types.
           } else if (classOf[GenericUDTF].isAssignableFrom(clazz)) {
-            udfExpr = Some(HiveGenericUDTF(name, new 
HiveFunctionWrapper(clazz.getName), input))
-            udfExpr.get.asInstanceOf[HiveGenericUDTF].elementSchema // Force 
it to check data types.
+            try {
+              udfExpr = Some(HiveGenericUDTF(name, new 
HiveFunctionWrapper(clazz.getName), input))
+              // Force it to check input data types.
+              udfExpr.get.asInstanceOf[HiveGenericUDTF].elementSchema
+            } catch {
+              case exception: Exception =>
+                logInfo(s"HiveGenericUDTF initialize(ObjectInspector[] args) 
is deprecated, and" +
+                  s" we will suit the latest version of 
initialize(StructObjectInspector argOIs).")
+                udfExpr = Some(HiveGenericUDTF(name, new 
HiveFunctionWrapper(clazz.getName),
+                  input, false))
+                udfExpr.get.asInstanceOf[HiveGenericUDTF].elementSchema

Review comment:
       How about?
   ```scala
   val funcWrapper = new HiveFunctionWrapper(clazz.getName)
   try {
     udfExpr = Some(HiveGenericUDTF(name, funcWrapper, input, true))
     // Force it to check data types.
     udfExpr.get.asInstanceOf[HiveGenericUDTF].elementSchema
   } catch {
     case e: IllegalStateException if e.getMessage.equals("Should not be called 
directly") =>
       logInfo("Fallback to use the non deprecated UDTF constructor.")
       udfExpr = Some(HiveGenericUDTF(name, funcWrapper, input, false))
       // Force it to check data types.
       udfExpr.get.asInstanceOf[HiveGenericUDTF].elementSchema
   }
   ```




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