On Fri, Dec 22, 2023 at 12:34 PM Martin Ling <martin-nu...@earth.li> wrote:

> Hi folks,
>
> I don't follow numpy development in much detail these days but I see
> that there is a 2.0 release planned soon.
>
> Would this be an opportunity to change the behaviour of 'reduceat'?
>
> This issue has been open in some form since 2006!
> https://github.com/numpy/numpy/issues/834
>
> The current behaviour was originally inherited from Numeric, and makes
> reduceat often unusable in practice, even where it should be the
> perfect, concise, efficient solution. But it has been impossible to
> change it without breaking compatibіlity with existing code.
>
> As a result, horrible hacks are needed instead, e.g. my answer here:
> https://stackoverflow.com/questions/57694003
>
> Is this something that could finally be fixed in 2.0?


The reduceat API is certainly problematic, but I don't think fixing it is
really a NumPy 2.0 thing.

As discussed in that issue, the right way to fix that is to add a new API
with the correct behavior, and then we can think about deprecating (and
maybe eventually removing) the current reduceat method. If the new
reducebins() method were available, I would say removing reduceat() would
be appropriate to consider for NumPy 2, but we don't have the new method
with fixed behavior yet, which is the bigger blocker.


>
>
> Martin
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