jinchengchenghh commented on code in PR #7360:
URL: https://github.com/apache/incubator-gluten/pull/7360#discussion_r1802430949


##########
backends-velox/src/main/scala/org/apache/gluten/execution/ColumnarPartialProjectExec.scala:
##########
@@ -172,6 +172,20 @@ case class ColumnarPartialProjectExec(original: 
ProjectExec, child: SparkPlan)(
     }
   }
 
+  private def toVeloxBatch(input: ColumnarBatch): ColumnarBatch = {
+    if (VeloxColumnarBatches.isVeloxBatch(input)) {
+      return input
+    }
+    if (ColumnarBatches.isHeavyBatch(input)) {
+      if (input.numCols() == 0) {
+        return input
+      }
+      return VeloxColumnarBatches.toVeloxBatch(
+        ColumnarBatches.offload(ArrowBufferAllocators.contextInstance(), 
input))
+    }

Review Comment:
   The ArrowCsvReader may produce Arrow format heavy ColumnarBatch, does it 
work?



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