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PEP 724: Stricter TypeGuard #3266

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PEP: 724
Title: Stricter Type Guards
Author: Rich Chiodo <rchiodo at microsoft.com>,
Eric Traut <erictr at microsoft.com>,
Erik De Bonte <erikd at microsoft.com>
Sponsor: Jelle Zijlstra <[email protected]>
Discussions-To: https://mail.python.org/archives/list/[email protected]/thread/EMUD2D424OI53DCWQ4H5L6SJD2IXBHUL/
Status: Draft
Type: Standards Track
Topic: Typing
Content-Type: text/x-rst
Created: 28-Jul-2023
Python-Version: 3.13
Post-History:


Abstract
========

:pep:`647` introduced the concept of ``TypeGuard`` functions which return
``True`` if their input parameter matches their target type. For example, a
function that returns ``TypeGuard[str]`` is assumed to return ``True`` if and
only if its input parameter is a ``str``. This allows type checkers to narrow
types when a ``TypeGuard`` function returns ``True``.

This PEP further refines :pep:`647` by allowing type checkers to also narrow
types when a ``TypeGuard`` function returns ``False``.

Motivation
==========

``TypeGuard``\ s are used throughout Python libraries to allow a type checker
to narrow the type of something when the ``TypeGuard`` returns ``True``.

However, in the ``False`` case, :pep:`647` doesn't prescribe what the type
might be:

.. code-block:: python

def is_str(val: str | int) -> TypeGuard[str]:
return isinstance(val, str)

def func(val: str | int):
if is_str(val):
# Type checkers can assume val is a 'str' in this branch
else:
# Type here is not narrowed. It is still 'str | int'


Specification
=============

Given a ``TypeGuard`` and a calling function like so:

.. code-block:: python

def guard(x: P) -> TypeGuard[R]: ...

def func1(val: A):
if guard(val):
reveal_type(val) # NP
else:
reveal_type(val) # NN

Each use of a ``TypeGuard`` involves five types:

* P = ``TypeGuard`` parameter type
* R = ``TypeGuard`` return type
* A = Argument type (pre-narrowed)
* NP = Narrowed type (positive)
* NN = Narrowed type (negative)


This PEP proposes some modifications to :pep:`647` in order to allow a type
checker to further narrow what a ``TypeGuard`` returns when the ``R`` type is
consistent [#isconsistent]_ with the ``P`` type.

* When the output type ``R`` of a ``TypeGuard`` is consistent [#isconsistent]_
with the type of its first input parameter (``P``), type checkers will apply
stricter type semantics:

.. code-block:: python

# Stricter TypeGuard possible (Kangaroo | Koala is consistent with Animal)
def is_marsupial(val: Animal) -> TypeGuard[Kangaroo | Koala]:
return isinstance(val, Kangaroo | Koala)

# Stricter TypeGuard not possible (list[T] is not consistent with
# list[T | None])
def has_no_nones(val: list[T | None]) -> TypeGuard[list[T]]:
return None not in val

* When stricter semantics are possible, the output type for the ``False`` or
``NN`` case can be determined:

.. code-block:: python

def is_str(val: str | int) -> TypeGuard[str]: # Stricter mode possible
return isinstance(val, str)

def func(val: str | int):
if is_str(val):
# Type checkers can assume val is a 'str' in this branch
else:
# Type checkers can assume val is an 'int' in this branch

* When the output type of the ``TypeGuard`` is a union, the type checker can
apply additional type narrowing based on the type of the first input
argument, eliminating union elements that are impossible given the input
argument type:

.. code-block:: python

def is_cardinal_direction(val: str) -> TypeGuard[Literal["N", "S", "E", "W"]]:
return val in ("N", "S", "E", "W")

def func(direction: Literal["NW", "E"]):
if is_cardinal_direction(direction):
# Literal["E"] The type cannot be "N", "S" or "W" here because of
# argument type
else:
# Literal["NW"]


This logic can be summed up in a table:

============ ======================= ===================
|space| Non strict TypeGuard Strict TypeGuard
============ ======================= ===================
Applies when R not consistent with P R consistent with P
NP is .. :math:`R` :math:`A \land R`
NN is .. :math:`A` :math:`A \land \neg{R}`
============ ======================= ===================

Intersection of types and type negation are not defined and are left up to the
type checker to decide on how to implement. Future `extensions`__ to the type
system may change this behavior though.

__ https://github.com/CarliJoy/intersection_examples/blob/main/specification.rst

.. |space| unicode:: 0x2008

Additional Examples
===================

Any
---

``Any`` is consistent [#isconsistent]_ with any other type, which means
stricter semantics can be applied.

.. code-block:: python

def is_a(x: Any) -> TypeGuard[A]: # Stricter TypeGuard possible
return isinstance(x, A)

def test(x: A | B):
if is_a(x):
# x is of type A here
else:
# x is of type B here

Degenerate case
---------------

It is possible to break the type checker by making a ``TypeGuard`` that is
incorrect:

.. code-block:: python

def is_positive_int(val: int | str) -> TypeGuard[int]:
return isinstance(val, int) and val > 0

def func(val: int | str):
if is_positive_int(val):
# Type checker assumes int here
else:
# Type checker assumes str incorrectly here

As :pep:`647 <647#enforcing-strict-narrowing>` stated, users can create invalid
JelleZijlstra marked this conversation as resolved.
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``TypeGuard``\ s. The same thing applies to this PEP. If the user is not
careful the type checker may flag things incorrectly.

Backwards Compatibility
=======================

The new ``False`` case for a ``TypeGuard`` breaks backwards compatibility.

.. code-block:: python

def is_int(val: int | str) -> TypeGuard[int]:
return isinstance(val, int)

def func(val: int | str):
if is_int(val):
# Type checker assumes int here
else:
# Type checker assumes str here

A type checker will assume in the ``False`` case that the value is ``str``.

This is a change in behavior from :pep:`647`.

Although this is different behavior, existing code would likely have further
checks for a ``str`` in the ``False`` case. Since the previous behavior was to
assume ``str | int``, existing code would have had to further refine the type
to get a type checker to behave the expected way.

Something like so:

.. code-block:: python

def is_int(val: int | str) -> TypeGuard[int]:
return isinstance(val, int)

def is_str(val: int | str) -> TypeGuard[int]:
return isinstance(val, int)

def func(val: int | str):
if is_int(val):
# Code does something with int here
else is_str(val): # This check would have been necessary before
# Code does something with str here


This means existing code should continue to work with the ``False`` narrowing.

As a proof of this concept, we ran the `experimental Pyright changes`__
against `mypy primer`__ to see if there were any differences in the output.
Changing ``TypeGuard`` to be more strict had a small effect on the ``mypy
primer``. Mostly indicating that some ``# type: ignore`` comments were no longer
necessary.

__ https://github.com/microsoft/pyright/pull/5832
__ https://github.com/hauntsaninja/mypy_primer


How to Teach This
=================

We assert that users unfamiliar with ``TypeGuard`` will expect the behavior
outlined in this PEP, therefore making ``TypeGuard`` easier to teach and
explain.


Reference Implementation
========================

A reference `implementation`__ of this idea exists in Pyright.

__ https://github.com/microsoft/pyright/commit/9a5af798d726bd0612cebee7223676c39cf0b9b0


Rejected Ideas
==============

StrictTypeGuard
---------------

Originally a new ``StrictTypeGuard`` construct was proposed. A
``StrictTypeGuard`` would be similar to a ``TypeGuard`` except it would
explicitly state that output type was consistent [#isconsistent]_ with the
input type. Type checkers would validate that the output type was consistent
[#isconsistent]_ with the input type.

See this comment: `StrictTypeGuard proposal`__

__ https://github.com/python/typing/discussions/1013#discussioncomment-1966238

This was rejected because for most cases it's not necessary. Most people assume
when the ``TypeGuard`` returns ``False``, that the input type has been narrowed
to its other type. Why not just change the specification to match their
assumptions?

TypeGuard with a second output type
-----------------------------------

Another idea was also proposed where a ``TypeGuard`` could have a second output
type. Something like so:

.. code-block:: python

def is_int(val: int | str) -> TypeGuard[int, str]:
return isinstance(val, int)


The second output type tells a type checker what type is returned in the ``False``
case. It was originally proposed `here.`__

__ https://github.com/python/typing/issues/996

This idea was rejected because of the negative feedback it received.
Specifically this `thread.`__

__ https://mail.python.org/archives/list/[email protected]/thread/EMUD2D424OI53DCWQ4H5L6SJD2IXBHUL

Footnotes
=========

.. [#isconsistent] :pep:`PEP 483's discussion of is-consistent <483#summary-of-gradual-typing>`

Copyright
=========

This document is placed in the public domain or under the CC0-1.0-Universal
license, whichever is more permissive.