Github user viirya commented on the issue: https://github.com/apache/spark/pull/15807 even we modify it to hold the results of subexpressions in member variables, the above code example should not work under wholestage codegen. The above code example is similar to non wholestage codegen subexpression elimination in fact, which is also using functions to wrap subexpression evaluations. But for wholestage codegen, as we might evaluate expressions against input row or local variables, the function approach can't work due to these local variables.
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