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[FEA] Unify distinct_count column/table APIs. #10183
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This issue has been labeled |
This issue has been labeled |
Diving into this issue with @PointKernel led us to figure out this is more complex than it appears. In general,
These 4 knobs all interplay with each other, and the right way to do this would be:
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@divyegala Yes, exactly! I agree this is a good plan for implementation. |
Is your feature request related to a problem? Please describe.
While reviewing #10030, I found that the column and table algorithms for
distinct_count
have completely different flags for null and NaN handling. The column API hasnull_policy
(include/exclude) andnan_policy
(NaN is/isn't null), while the table API hasnull_equality
(nulls are equal/unequal).This also applies to
unordered_distinct_count
, introduced in #10030.Describe the solution you'd like
The distinct count APIs for column/table should use the same flags (meaning that all three flags should probably be available to both APIs). This would also allow the column API to be a pass-through implementation of the table API, with a table composed of only that column, rather than having two implementations (table, column).
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