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dataclasses.replace: fall through to typeshed sig #15962

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merged 3 commits into from Aug 29, 2023

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ikonst
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@ikonst ikonst commented Aug 26, 2023

If the dataclasses plugin cannot determine a signature for dataclasses.replace, it should not report an error. The underlying typeshed signature will get a shot at verifying the type and reporting an error, and it would enable the following pattern (without typing replace's kwargs, though):

from dataclasses import is_dataclass, replace

def foo(x: object):
  if is_dataclass(x) and not isinstance(x, type):
#    ^^^^^^^^^^^^
#    this is a type-guard in the typeshed
#
    y = replace(x)

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@ikonst ikonst force-pushed the remove-_fail_not_dataclass branch 2 times, most recently from e91d2da to a2f3780 Compare August 26, 2023 05:51
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Generally looks good, just one question :)

@@ -853,7 +853,7 @@ class Person:
name: str

p = Person('John')
y = replace(p, name='Bob') # E: Argument 1 to "replace" has incompatible type "Person"; expected a dataclass
y = replace(p, name='Bob')
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I think that this can potentially introduce some new weak spots, but on other hand it can eventually work :)

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This is a false positive but it's due to #15974.

# error before type-guard
y = replace(x) # E: Value of type variable "_DataclassT" of "replace" cannot be "object"
# no error after type-guard
if is_dataclass(x) and not isinstance(x, type):
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Do we need to test just if is_dataclass(x):?

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@ikonst ikonst Aug 27, 2023

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It's because type is an object, and is_dataclass on an object either means it's a dataclass instance or type.

I'll improve the test to clarify that.

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Diff from mypy_primer, showing the effect of this PR on open source code:

vision (https://github.com/pytorch/vision): typechecking got 1.37x slower (36.8s -> 50.5s)
(Performance measurements are based on a single noisy sample)

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3 participants