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| 1 | +PEP: 718 |
| 2 | +Title: Subscriptable functions |
| 3 | +Author: James Hilton-Balfe <gobot1234yt@gmail.com> |
| 4 | +Sponsor: Guido van Rossum <guido@python.org> |
| 5 | +Discussions-To: https://discuss.python.org/t/26463/ |
| 6 | +Status: Draft |
| 7 | +Type: Standards Track |
| 8 | +Topic: Typing |
| 9 | +Content-Type: text/x-rst |
| 10 | +Created: 23-Jun-2023 |
| 11 | +Python-Version: 3.13 |
| 12 | +Post-History: `24-Jun-2023 <https://discuss.python.org/t/28457/>`__ |
| 13 | + |
| 14 | +Abstract |
| 15 | +-------- |
| 16 | + |
| 17 | +This PEP proposes making function objects subscriptable for typing purposes. Doing so |
| 18 | +gives developers explicit control over the types produced by the type checker where |
| 19 | +bi-directional inference (which allows for the types of parameters of anonymous |
| 20 | +functions to be inferred) and other methods than specialisation are insufficient. |
| 21 | + |
| 22 | +Motivation |
| 23 | +---------- |
| 24 | + |
| 25 | +Currently, it is not possible to infer the type parameters to generic functions in |
| 26 | +certain situations: |
| 27 | + |
| 28 | +.. code-block:: python |
| 29 | +
|
| 30 | + def make_list[T](*args: T) -> list[T]: ... |
| 31 | + reveal_type(make_list()) # type checker cannot infer a meaningful type for T |
| 32 | +
|
| 33 | +Making instances of ``FunctionType`` subscriptable would allow for this constructor to |
| 34 | +be typed: |
| 35 | + |
| 36 | +.. code-block:: python |
| 37 | +
|
| 38 | + reveal_type(make_list[int]()) # type is list[int] |
| 39 | +
|
| 40 | +Currently you have to use an assignment to provide a precise type: |
| 41 | + |
| 42 | +.. code-block:: python |
| 43 | +
|
| 44 | + x: list[int] = make_list() |
| 45 | + reveal_type(x) # type is list[int] |
| 46 | +
|
| 47 | +but this code is unnecessarily verbose taking up multiple lines for a simple function |
| 48 | +call. |
| 49 | + |
| 50 | +Similarly, ``T`` in this example cannot currently be meaningfully inferred, so ``x`` is |
| 51 | +untyped without an extra assignment: |
| 52 | + |
| 53 | +.. code-block:: python |
| 54 | +
|
| 55 | + def factory[T](func: Callable[[T], Any]) -> Foo[T]: ... |
| 56 | +
|
| 57 | + reveal_type(factory(lambda x: "Hello World" * x)) |
| 58 | +
|
| 59 | +If function objects were subscriptable, however, a more specific type could be given: |
| 60 | + |
| 61 | +.. code-block:: python |
| 62 | +
|
| 63 | + reveal_type(factory[int](lambda x: "Hello World" * x)) # type is Foo[int] |
| 64 | +
|
| 65 | +Currently, with unspecialised literals, it is not possible to determine a type for |
| 66 | +situations similar to: |
| 67 | + |
| 68 | +.. code-block:: python |
| 69 | +
|
| 70 | + def foo[T](x: list[T]) -> T: ... |
| 71 | + reveal_type(foo([])) # type checker cannot infer T (yet again) |
| 72 | +
|
| 73 | +.. code-block:: python |
| 74 | +
|
| 75 | + reveal_type(foo[int]([])) # type is int |
| 76 | +
|
| 77 | +It is also useful to be able to specify in cases in which a certain type must be passed |
| 78 | +to a function beforehand: |
| 79 | + |
| 80 | +.. code-block:: python |
| 81 | +
|
| 82 | + words = ["hello", "world"] |
| 83 | + foo[int](words) # Invalid: list[str] is incompatible with list[int] |
| 84 | +
|
| 85 | +Allowing subscription makes functions and methods consistent with generic classes where |
| 86 | +they weren't already. Whilst all of the proposed changes can be implemented using |
| 87 | +callable generic classes, syntactic sugar would be highly welcome. |
| 88 | + |
| 89 | +Due to this, specialising the function and using it as a new factory is fine |
| 90 | + |
| 91 | +.. code-block:: python |
| 92 | +
|
| 93 | + make_int_list = make_list[int] |
| 94 | + reveal_type(make_int_list()) # type is list[int] |
| 95 | +
|
| 96 | +This proposal also opens the door to |
| 97 | +`monomorphisation <https://en.wikipedia.org/wiki/Monomorphization>`_ and |
| 98 | +`reified types <https://en.wikipedia.org/wiki/Reification_(computer_science)>`_ |
| 99 | + |
| 100 | +Rationale |
| 101 | +--------- |
| 102 | + |
| 103 | +Function objects in this PEP is used to refer to ``FunctionType``\ , ``MethodType``\ , |
| 104 | +``BuiltinFunctionType``\ , ``BuiltinMethodType`` and ``MethodWrapperType``\ . |
| 105 | + |
| 106 | +For ``MethodType`` you should be able to write: |
| 107 | + |
| 108 | +.. code-block:: python |
| 109 | +
|
| 110 | + class Foo: |
| 111 | + def make_list[T](self, *args: T) -> list[T]: ... |
| 112 | +
|
| 113 | + Foo().make_list[int]() |
| 114 | +
|
| 115 | +and have it work similarly to a ``FunctionType``. |
| 116 | + |
| 117 | +For ``BuiltinFunctionType``, so builtin generic functions (e.g. ``max`` and ``min``) |
| 118 | +work like ones defined in Python. Built-in functions should behave as much like |
| 119 | +functions implemented in Python as possible. |
| 120 | + |
| 121 | +``BuiltinMethodType`` is the same type as ``BuiltinFunctionType``. |
| 122 | + |
| 123 | +``MethodWrapperType`` (e.g. the type of ``object().__str__``) is useful for |
| 124 | +generic magic methods. |
| 125 | + |
| 126 | +Specification |
| 127 | +------------- |
| 128 | + |
| 129 | +Function objects should implement ``__getitem__`` to allow for subscription at runtime |
| 130 | +and return an instance of ``types.GenericAlias`` with ``__origin__`` set as the |
| 131 | +callable and ``__args__`` as the types passed. |
| 132 | + |
| 133 | +Type checkers should support subscripting functions and understand that the parameters |
| 134 | +passed to the function subscription should follow the same rules as a generic callable |
| 135 | +class. |
| 136 | + |
| 137 | +Setting ``__orig_class__`` |
| 138 | +^^^^^^^^^^^^^^^^^^^^^^^^^^ |
| 139 | + |
| 140 | +Currently, ``__orig_class__`` is an attribute set in ``GenericAlias.__call__`` to the |
| 141 | +instance of the ``GenericAlias`` that created the called class e.g. |
| 142 | + |
| 143 | +.. code-block:: python |
| 144 | +
|
| 145 | + class Foo[T]: ... |
| 146 | +
|
| 147 | + assert Foo[int]().__orig_class__ == Foo[int] |
| 148 | +
|
| 149 | +Currently, ``__orig_class__`` is unconditionally set; however, to avoid potential |
| 150 | +erasure on any created instances, this attribute should not be set if ``__origin__`` is |
| 151 | +an instance of any function object. |
| 152 | + |
| 153 | +The following code snippet would fail at runtime without this change as |
| 154 | +``__orig_class__`` would be ``bar[str]`` and not ``Foo[int]``. |
| 155 | + |
| 156 | +.. code-block:: python |
| 157 | +
|
| 158 | + def bar[U](): |
| 159 | + return Foo[int]() |
| 160 | +
|
| 161 | + assert bar[str]().__orig_class__ is Foo[int] |
| 162 | +
|
| 163 | +Backwards Compatibility |
| 164 | +----------------------- |
| 165 | +Currently these classes are not subclassable and so there are no backwards |
| 166 | +compatibility concerns with regards to classes already implementing |
| 167 | +``__getitem__``. |
| 168 | + |
| 169 | +Reference Implementation |
| 170 | +------------------------ |
| 171 | + |
| 172 | +The runtime changes proposed can be found here |
| 173 | +https://github.com/Gobot1234/cpython/tree/function-subscript |
| 174 | + |
| 175 | +Acknowledgements |
| 176 | +---------------- |
| 177 | + |
| 178 | +Thank you to Alex Waygood and Jelle Zijlstra for their feedback on this PEP and Guido |
| 179 | +for some motivating examples. |
| 180 | + |
| 181 | +Copyright |
| 182 | +--------- |
| 183 | + |
| 184 | +This document is placed in the public domain or under the CC0-1.0-Universal license, |
| 185 | +whichever is more permissive. |
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