Github user davies commented on the pull request:

    https://github.com/apache/spark/pull/6479#issuecomment-108714012
  
    @JoshRosen I think it's fine to keep the global lock, because we want to 
only compile once for a given expression. Also the `ClassBodyEvaluator` is not 
thread safe, or we need to create new one for each compile unit.
    
    IntegerHashSet is specified version for codegen, it will have better 
performance than OpenHashSet[Row].
    
    There is a follow up PR (based on this one) to push the codegen into 
Expression, lots of code will be moved, so some minor issues could be addressed 
in that one. 


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