Hi,

For the sake of transparency, a short mailing list thread from November 2021 is 
here: 
https://mail.python.org/archives/list/numpy-discussion@python.org/thread/DNTC3A4CTVDYISVS57GXURJ6QP2PXPHK/
Corresponding (low-activity) feature request where you also commented: 
https://github.com/numpy/numpy/issues/20453

András

On Sat, Jul 30, 2022, at 16:42, Matteo Santamaria wrote:
> Hi all,
> 
> I’d like to open a discussion on supporting callables within 
> `np.ndarray.__getitem__`. The intent is to make long function-chaining 
> expressions more ergonomic by removing the need for an intermediary, 
> temporary value.
> 
> Instead of 
> 
> ```
> tmp = long_and_complicated_expression(arr)
> return tmp[tmp > 0]
> ```
> 
> we would allow
> 
> ```
> return long_and_complicated_expression(arr)[lambda x: x > 0]
> ```
> 
> This feature has long been supported by pandas’ .loc accessor, where 
> I’ve personally found it very valuable. In accordance with the pandas 
> implementation, the callable would be required to take only a single 
> argument.
> 
> In terms of semantics, it should always be the case that `arr[fn] == 
> arr[fn(arr)]`.
> 
> I do realize that expanding the API and supporting additional indexing 
> methods is not without cost, so I open the floor to anyone who’d like 
> to weigh in for/against the proposal. 
> 
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