jinchengchenghh commented on code in PR #6797:
URL: https://github.com/apache/incubator-gluten/pull/6797#discussion_r1716417356


##########
gluten-data/src/main/java/org/apache/gluten/columnarbatch/ColumnarBatches.java:
##########
@@ -186,23 +185,14 @@ private static ColumnarBatch load(BufferAllocator 
allocator, ColumnarBatch input
       ColumnarBatch output =
           ArrowAbiUtil.importToSparkColumnarBatch(allocator, arrowSchema, 
cArray);
 
-      // Follow gluten input's reference count. This might be optimized using
-      // automatic clean-up or once the extensibility of ColumnarBatch is 
enriched
+      // Loaded Arrow ColumnarBatch lifecycle is controlled by the caller. The 
GC can help clean it.
       IndicatorVector giv = (IndicatorVector) input.column(0);
-      ImplicitClass.ArrowColumnarBatchRetainer retainer =
-          new ImplicitClass.ArrowColumnarBatchRetainer(output);
-      for (long i = 0; i < (giv.refCnt() - 1); i++) {
-        retainer.retain();
-      }
-
       // close the input one
       for (long i = 0; i < giv.refCnt(); i++) {
         input.close();
       }
 
-      // populate new vectors to input
-      transferVectors(output, input);
-      return input;
+      return output;

Review Comment:
   ok, I know, do you think we should use reflection to invoke 
`ColumnarBatchRow`?



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