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Title: gh-74690: typing: Call `_get_protocol_attrs` and `_callable_members_only` at protocol class creation time, not during `isinstance()` checks by AlexWaygood · Pull Request #103160 · python/cpython · GitHub

Open Graph Title: gh-74690: typing: Call `_get_protocol_attrs` and `_callable_members_only` at protocol class creation time, not during `isinstance()` checks by AlexWaygood · Pull Request #103160 · python/cpython

X Title: gh-74690: typing: Call `_get_protocol_attrs` and `_callable_members_only` at protocol class creation time, not during `isinstance()` checks by AlexWaygood · Pull Request #103160 · python/cpython

Description: This PR proposes caching the results of _get_protocol_attrs() and _callable_members_only(), so that they only need to be computed once for each protocol class. This hugely speeds up calling isinstance() against runtime-checkable protocols on the "second call", for all kinds of subtypes of a runtime-checkable protocol. There is, however, a small behaviour change: >>> from typing import * >>> @runtime_checkable ... class Bar(Protocol): ... x: int ... >>> class Foo: ... def __init__(self): ... self.x = 42 ... >>> isinstance(Foo(), Bar) True >>> Bar.__annotations__["y"] = int >>> isinstance(Foo(), Bar) # Evaluates to `False` on `main`; `True` with this PR It seems pretty unlikely that anybody would be doing that, though (monkey-patching methods or the __annotations__ dict on a protocol class itself). Do we care about the behaviour change? Is it worth documenting the behaviour change, if we do decide it's okay? Here's benchmark results on my machine for this PR: Time taken for objects with a property: 1.76 Time taken for objects with a classvar: 1.69 Time taken for objects with an instance var: 2.38 Time taken for objects with no var: 7.28 Time taken for nominal subclass instances: 19.92 Time taken for registered subclass instances: 11.60 And here's the same benchmark on main: Time taken for objects with a property: 3.14 Time taken for objects with a classvar: 3.14 Time taken for objects with an instance var: 11.57 Time taken for objects with no var: 15.26 Time taken for nominal subclass instances: 24.60 Time taken for registered subclass instances: 21.32 (The benchmark is pretty skewed towards showing a good result for caching, since it just calls isinstance() 500,000 times against the same runtime-checkable protocol.) Benchmark script import time from typing import Protocol, runtime_checkable @runtime_checkable class HasX(Protocol): x: int class Foo: @property def x(self) -> int: return 42 class Bar: x = 42 class Baz: def __init__(self): self.x = 42 class Egg: ... class Nominal(HasX): def __init__(self): self.x = 42 class Registered: ... HasX.register(Registered) num_instances = 500_000 foos = [Foo() for _ in range(num_instances)] bars = [Bar() for _ in range(num_instances)] bazzes = [Baz() for _ in range(num_instances)] basket = [Egg() for _ in range(num_instances)] nominals = [Nominal() for _ in range(num_instances)] registereds = [Registered() for _ in range(num_instances)] def bench(objs, title): start_time = time.perf_counter() for obj in objs: isinstance(obj, HasX) elapsed = time.perf_counter() - start_time print(f"{title}: {elapsed:.2f}") bench(foos, "Time taken for objects with a property") bench(bars, "Time taken for objects with a classvar") bench(bazzes, "Time taken for objects with an instance var") bench(basket, "Time taken for objects with no var") bench(nominals, "Time taken for nominal subclass instances") bench(registereds, "Time taken for registered subclass instances") Issue: gh-74690

Open Graph Description: This PR proposes caching the results of _get_protocol_attrs() and _callable_members_only(), so that they only need to be computed once for each protocol class. This hugely speeds up calling isinsta...

X Description: This PR proposes caching the results of _get_protocol_attrs() and _callable_members_only(), so that they only need to be computed once for each protocol class. This hugely speeds up calling isinsta...

Opengraph URL: https://github.com/python/cpython/pull/103160

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gh-74690: typing: Call _get_protocol_attrs and _callable_members_only at protocol class creation time, not during isinstance() checks https://github.com/python/cpython/pull/103160/files#top
Show all changes 9 commits https://github.com/python/cpython/pull/103160/files
f15c64a gh-74690: typing: Cache results of `_get_protocol_attrs` and `_callab… AlexWaygood Mar 31, 2023 https://github.com/python/cpython/pull/103160/commits/f15c64abf5fb66d16cf4723abac07f474f752f05
f3ec3db Simplify and inline AlexWaygood Apr 1, 2023 https://github.com/python/cpython/pull/103160/commits/f3ec3db9a43244602c6da89553fcba7051a48717
8e3c6f7 Use a metaclass instance method, not a classmethod on the class AlexWaygood Apr 1, 2023 https://github.com/python/cpython/pull/103160/commits/8e3c6f71c986e0daf588faa437b39e7bf768e5ac
a34f700 Move to class-creation time AlexWaygood Apr 1, 2023 https://github.com/python/cpython/pull/103160/commits/a34f7005abc35f7da745e45aed3043d9c273837a
4d05074 Use `__init__`, not `__new__` AlexWaygood Apr 1, 2023 https://github.com/python/cpython/pull/103160/commits/4d050749087ea86a7cacc9ce96b867057e655788
d3f9ebe Add missing `super().__init__()` call, to be safe AlexWaygood Apr 1, 2023 https://github.com/python/cpython/pull/103160/commits/d3f9ebee0fb88db3d87bac71180fa00ab853f2c4
e8a6304 Merge branch 'main' into protocol-attrs-cache-1 AlexWaygood Apr 2, 2023 https://github.com/python/cpython/pull/103160/commits/e8a63045eb5d108483e71ba8714797e8f7e835cd
4816afa Merge branch 'main' into protocol-attrs-cache-1 AlexWaygood Apr 5, 2023 https://github.com/python/cpython/pull/103160/commits/4816afa2865fe43eb9658882e0b4f2ae3b3f4c20
08af615 Update Lib/typing.py AlexWaygood Apr 5, 2023 https://github.com/python/cpython/pull/103160/commits/08af61593d85db78efa1abef197f8d8e510a7913
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