coderfender commented on PR #21456:
URL: https://github.com/apache/datafusion/pull/21456#issuecomment-4237892568

   @martin-g  , the null checks pushed up seem to be providing mixed results :
   
   ```
   group                                                        
bitmap_branch_prediction               bitmap_cold_hint                       
main
   -----                                                        
------------------------               ----------------                       
----
   count_distinct i16 bitmap                                    1.00      
2.6±0.08µs        ? ?/sec    1.12      2.9±0.03µs        ? ?/sec    31.10    
80.7±0.62µs        ? ?/sec
   count_distinct i64 80% distinct                              1.02     
47.7±0.90µs        ? ?/sec    1.00     46.7±0.22µs        ? ?/sec    1.05     
48.9±1.01µs        ? ?/sec
   count_distinct i64 99% distinct                              1.02     
48.4±1.23µs        ? ?/sec    1.00     47.3±0.77µs        ? ?/sec    1.08     
51.0±3.38µs        ? ?/sec
   count_distinct i8 bitmap                                     1.07  
1144.7±13.00ns        ? ?/sec    1.00   1073.7±7.10ns        ? ?/sec    15.83   
 17.0±0.16µs        ? ?/sec
   count_distinct u16 bitmap                                    1.00      
2.6±0.08µs        ? ?/sec    1.17      3.1±0.19µs        ? ?/sec    31.17    
81.4±0.84µs        ? ?/sec
   count_distinct u8 bitmap                                     1.06  
1144.6±55.34ns        ? ?/sec    1.00  1083.1±20.24ns        ? ?/sec    15.89   
 17.2±0.17µs        ? ?/sec
   
   ```


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