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EnhancementExtensionArrayExtending pandas with custom dtypes or arrays.Extending pandas with custom dtypes or arrays.PerformanceMemory or execution speed performanceMemory or execution speed performance
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currently we call nanops like
nansum(values, skipna=boolean)
this doesn't allow us to take advantage of knowing the nan mask a-priori (e.g. in an IntegerArray), and instead re-computes it based on the values (only).
We could allow skipna=
to take a mask as well here (or add a mask=
keyword) to facilitate this.
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EnhancementExtensionArrayExtending pandas with custom dtypes or arrays.Extending pandas with custom dtypes or arrays.PerformanceMemory or execution speed performanceMemory or execution speed performance