amrishlal commented on issue #7264:
URL: https://github.com/apache/pinot/issues/7264#issuecomment-899937626


   Partial responses and approximate results would be problematic in OLTP 
databases, but they make full sense in an analytical database such as Pinot and 
should be fully supported as first class citizens without throwing error or 
exception conditions. As an analytical database, there is value in providing 
partial responses or approximate results when full responses or accurate 
results are either missing or will take too long to generate provided that we 
can quantify how partial or approximate the results are. We already do a lot of 
this with approximation functions such as  DISTINCTCOUNTHLL, high-cardinality 
group by estimates, so there shouldn't be anything wrong with providing partial 
responses as long as it can be quantified as to how partial the responses are. 
These should be treated different from exceptions, errors, and warnings.


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