xkrogen commented on a change in pull request #32407:
URL: https://github.com/apache/spark/pull/32407#discussion_r623958087



##########
File path: sql/core/benchmarks/FunctionBenchmark-jdk11-results.txt
##########
@@ -0,0 +1,32 @@
+OpenJDK 64-Bit Server VM 11.0.10+9-LTS on Mac OS X 10.16
+Intel(R) Core(TM) i9-10910 CPU @ 3.60GHz
+scalar function (long + long) -> long/notnull wholestage on:  Best Time(ms)   
Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
+-------------------------------------------------------------------------------------------------------------------------------------------
+with long_add_default                                                27292     
     29059        1913         18.3          54.6       1.0X
+with long_add_magic                                                   7049     
      7070          20         70.9          14.1       3.9X
+with long_add_static_magic                                            6752     
      6791          67         74.1          13.5       4.0X
+
+OpenJDK 64-Bit Server VM 11.0.10+9-LTS on Mac OS X 10.16
+Intel(R) Core(TM) i9-10910 CPU @ 3.60GHz
+scalar function (long + long) -> long/notnull wholestage off:  Best Time(ms)   
Avg Time(ms)   Stdev(ms)    Rate(M/s)   Per Row(ns)   Relative
+--------------------------------------------------------------------------------------------------------------------------------------------
+with long_add_default                                                 28601    
      28964         496         17.5          57.2       1.0X
+with long_add_magic                                                    6986    
       7156         150         71.6          14.0       4.1X
+with long_add_static_magic                                             6509    
       6539          32         76.8          13.0       4.4X

Review comment:
       IIRC, one of the concerns with the magic-method approach was that things 
would get really slow when codegen wasn't used because of reflection overhead. 
But, these results look pretty much identical to the ones above with codegen 
on. Do we know why we don't see the performance impact that was expected? (or 
am I misremembering the concern?)




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