Github user cloud-fan commented on the issue:

    https://github.com/apache/spark/pull/15807
  
    +1 on @kiszk 's idea, the next problem is, the sub expr eval method may 
need local variables instead of input row `i`, but we can inline it at every 
place which need the result of subexpression, e.g.
    ```
    if () {
      ...
      if (!isInitialized) {
        ... // code to eval subExpr1
        isInitialized = true
      }
      ...
    } else {
      if (!isInitialized) {
        ... // code to eval subExpr1
        isInitialized = true
      }
    }
    ```
    but doing this may lead to a lot of duplicated java codes, I think a better 
approach is to detect the local variables needed in the sub expr eval method 
and add them to parameters.


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