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spark. dyac sql codegen wholeStage is enabled by default for spark 2 0 and it will do all the internal optimization possible from the spark catalist side spark sql codegen (which is feature in Spark 1 3+) is by default false Even if you make as true, you can cross-check with DF explain / debug