Github user michalsenkyr commented on the issue:

    https://github.com/apache/spark/pull/16541
  
    Added benchmarks.
    
    I didn't find any standardized way of benchmarking codegen so I wrote a 
simple script for Spark Shell. Benchmarks were run on a laptop so the 
collections couldn't be too large. Nevertheless, the benchmarks are 
consistently (even if not significantly) faster.


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