marin-ma commented on issue #8363:
URL: 
https://github.com/apache/incubator-gluten/issues/8363#issuecomment-2579297621

   @j7nhai Hash-based shuffle writer directly serializes the input batches for 
single partitioning inputs. Sort-based shuffle is implemented as row-format and 
an extra columnar-to-row / row-to-columnar conversion is introduced in its 
native implementation. Hence, there's no benefit to using sort-based shuffle 
for single partition.


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