attrs
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slots + cached_property + sphinx
Hi @hynek, great to see that version 24.1.0 is finally out, have been looking forward to it for quite a while 👍🏼 🙃
One reason why I was waiting for it is because I wanted to enable slots for our classes that rely on cached_property. After upgrading to 24.1.0 and activating slots, everything seemed to work fine ... except for our docs 😕
We build them with sphinx and the error I'm getting indicates trouble coming from exactly the cached_property part. Here is an excerpt from the critical class
@define(frozen=True)
class DiscreteParameter(Parameter, ABC):
@cached_property
@abstractmethod
def comp_df(self) -> pd.DataFrame: ...
for which I get the following error during our sphinx built
/home/runner/work/baybe/baybe/.tox/docs-py312/lib/python3.12/site-packages/baybe/parameters/base.py:docstring of baybe.parameters.base.DiscreteParameter.__init__:1:<autosummary>:1:py:obj reference target not found: baybe.parameters.base.DiscreteParameter.comp_df
I haven't yet tried to pull together a minimal self-contained example, because I first wanted to ask if you already have an idea what could cause the problem – perhaps the cached_property integration is simply not yet correct/complete?
All I can say for now is:
- it works when I disable the slots
- it works when I turn the
cached_propertyinto a regularproperty
so the issue really does seem to be related to the latests attrs changes.
Let me know if you need more information!
a Short, Self Contained, Correct, Example would be great; my guess is that we’re wrapping the method and probably don’t copy over the docstring. maybe it’s just a matter of calling functools.update_wrapper.
which, of course, you’re very much free to try out and report back 😇
Hi @hynek, thanks for the quick answer. Seems exactly to be the case!
from functools import cached_property
from attrs import define
@define
class A:
@property
def x() -> int:
"""ABC"""
return 0
@cached_property
def y() -> int:
"""DEF"""
return 0
print(A.x.__doc__)
print(A.y.__doc__)
The first one correctly yields "ABC", the second is None.
Hmm, given how this is implemented (descriptors galore), I'm afraid this is not gonna be easy. I'm open to PRs, tho.
Here's a failing test case:
def test_slots_cached_property_retains_doc():
"""
Cached property's docstring is retained.
"""
@attr.s(slots=True)
class A:
x = attr.ib()
@functools.cached_property
def f(self):
"""
This is a docstring.
"""
return self.x
assert "This is a docstring." in A.f.__doc__
@diabolo-dan: I saw that you added the support in #1200. Do you see any easy solution to the problem?
Hmm, having had a brief look, I don't think there's a solution compatible with the current approach. The problem is that slots are implemented with a C based descriptor, and that, afaict, you can't set a doc on them.
There is an alternative approach which involves wrapping the member_descriptor in a python class, at which point you could add the desired__doc__, as well as anything else desirable, the main drawback of that approach is that it costs a layer of indirection to every access of the cached property, but perhaps the performance hit is justified by the more consistent behaviour.
There is an alternative approach which involves wrapping the
member_descriptorin a python class, at which point you could add the desired__doc__, as well as anything else desirable, the main drawback of that approach is that it costs a layer of indirection to every access of the cached property, but perhaps the performance hit is justified by the more consistent behaviour.
As far as I am concerned, I think we can afford an extra function call if it makes the whole thing a bit rounder. CodSpeed is gonna yell at us, if the penalty is too excessive.
That would be really great! I think otherwise the behavior (and especially the error message) would be really surprising to users.
@diabolo-dan: Is this something you'd be willing to take care of? (Since, honestly, I have zero clue at the moment about how the cached_property mechanics are implemented in attrs)
@diabolo-dan: ping 🙃 Let me know if you are too busy, I hope we can then find another way
@diabolo-dan: one more attempt here 🦤 I think otherwise there is not much progress to be expected on this topic ...
Hey, sorry for the delay, I started taking a look at this, and you can see a rough approach here: https://github.com/python-attrs/attrs/pull/1357https://github.com/python-attrs/attrs/pull/1357
One issue is that it needs to check all (attrs) super-classes for cached properties (even if it has none itself, in case one is overridden, e.g. with a normal slot). And that overhead might not be deemed acceptable?
If people think it's worth pursuing, then I should get a chance to clean it up a bit the week after next.