kosiew commented on PR #25051:
URL: https://github.com/apache/datafusion/pull/25051#issuecomment-5613096613

   @jayzhan211 
   
   > adapter calls the factory once per new group and update_batch once per 
group per batch
   
   I amended the GroupsAccumulatorAdapter to time the entire grouped dispatch 
once per input batch, while each DistinctArrayAggAccumulator executes the same 
update logic without individually recording another timer.
   
   > Could you run a benchmark against main for something like ...with ~1M 
distinct k and 1-2 rows per group, and post the numbers?
   
   I added a benchmark and rebased the benchmark to before adding internal 
submetrics so I can compare benchmark before vs after.
   
   [empty 
commit](https://github.com/apache/datafusion/pull/25051/commits/a997d8313e4c85c5a6ff14ada6876809592df42b)
 is the mark right before the commits adding internal submetrics.
   
   I duplicated this branch to [another 
PR](https://github.com/apache/datafusion/pull/25096) and ran benchmark there.
   
   
   # 1M distinct 
   -> [did not finish before repo killed 
it](https://github.com/apache/datafusion/pull/25096#issuecomment-5598236105)
   
   # 100k 
   [run 
1](https://github.com/apache/datafusion/pull/25096#issuecomment-5605477111)
   ```
   group                     HEAD                                   
test-aggmetrics
   -----                     ----                                   
---------------
   array_agg_distinct/Q01    1.00      5.1±0.03ms        ? ?/sec    1.04      
5.3±0.06ms        ? ?/sec
   ```
   
   [run 
2](https://github.com/apache/datafusion/pull/25096#issuecomment-5611653768)
   ```
   group                     HEAD                                   
test-aggmetrics
   -----                     ----                                   
---------------
   array_agg_distinct/Q01    1.01      4.8±0.06ms        ? ?/sec    1.00      
4.8±0.02ms        ? ?/sec
   ```
   
   
   
   


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