Output columns and columns displayed in quciksight data preparation mode are same : the columns I selected in “InputColumns”, i.e “GroupArn, UserArn and colA” in above use case.
Also an update : When I use CustomSQL approach over RelationalTable approach to create dataset, this problem does not exist.