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_assimilate_histogram function not handling reallocation of bucket counts ideally #1017

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ksneab7 opened this issue Aug 10, 2023 · 0 comments
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ksneab7 commented Aug 10, 2023

General Information:
Reference to issue spawning conversation:
The agreement come to is that the current implementation is objectively less intuitive and needs to be changed.
Describe the bug:
#820 (comment)

To Reproduce:
Reproduction and expected behavior explained in the above two links

The suggested solution for now is ensure that in this scenario the bucket count is reallocated in an evenly distributed fashion and the user is warned that the accuracy of the results may be affected due to shrinkage of bucket size (a.k.a increase in bucket count) for said histograms.

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