richardstartin commented on pull request #8074:
URL: https://github.com/apache/pinot/pull/8074#issuecomment-1022729060


   I think there is a good argument for introducing a new function which 
degrades to hll at a threshold (which the user could even supply). My 
expectation of distinct count is that it is exact if it produces a result, 
degrading to an approximate result without being explicit about it makes query 
results hard to reason about. Degradation to an approximate result at an 
arbitrary threshold is arguably worse than always producing an approximate 
result.


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