yupeng9 edited a comment on issue #7264:
URL: https://github.com/apache/pinot/issues/7264#issuecomment-900409669


   I think the key here is to inform users and give them the options to choose 
the desirable behavior. For your example, users can choose DISTINCTCOUNT vs 
DISTCINTCOUNTHLL for the exact result or approximation. Similarly, users can 
also choose not to take partial results. For analytical databases, there are 
use cases that demand exact results, cannot accept partial results. Just to 
give one example, there are use cases at Uber that pinot results are used in 
the billing processing and accounting.
   
   


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