zhli1142015 commented on code in PR #5754:
URL: https://github.com/apache/incubator-gluten/pull/5754#discussion_r1618068576


##########
backends-velox/src/main/scala/org/apache/gluten/execution/HashAggregateExecTransformer.scala:
##########
@@ -241,21 +226,21 @@ abstract class HashAggregateExecTransformer(
     }
 
     aggregateFunction match {
-      case hllAdapter: HLLAdapter =>
+      case _ if aggregateFunction.aggBufferAttributes.size > 1 =>
+        generateMergeCompanionNode()
+      case _ =>
         aggregateMode match {
-          case Partial =>
-            // For Partial mode output type is binary.
+          case Partial | PartialMerge =>
             val partialNode = ExpressionBuilder.makeAggregateFunction(
               VeloxAggregateFunctionsBuilder.create(args, aggregateFunction, 
aggregateMode),
               childrenNodeList,
               modeKeyWord,
               ConverterUtils.getTypeNode(
-                hllAdapter.inputAggBufferAttributes.head.dataType,
-                hllAdapter.inputAggBufferAttributes.head.nullable)
+                aggregateFunction.inputAggBufferAttributes.head.dataType,

Review Comment:
   I'm little confused about this:
   
   > @zhli1142015 Gluten searches agg functions in Velox based on the raw input 
and final output signatures of the agg function. I think using 
`inputAggBufferAttributes.head` to construct the `aggFuncNode` for partial agg 
is inaccurate. It would be more appropriate to follow the original `dataType`.
   
   Do you mean here I still need to use `dataType` for partial mode even 
`dataType` and `inputAggBufferAttributes.head` are not same?



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