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@@ -93,6 +93,9 @@ Liskov substitutability or detecting problematic overloads. | |
It may be instructive to examine `typeshed <https://github.com/python/typeshed/>`__'s | ||
`setup for testing stubs <https://github.com/python/typeshed/blob/main/tests/README.md>`__. | ||
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To suppress type errors in stubs, use `# type: ignore` comments. Refer to the style guide for | ||
error suppression formats specific to individual typecheckers. | ||
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.. | ||
TODO: consider adding examples and configurations for specific type checkers | ||
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@@ -113,18 +116,6 @@ Stub Content | |
This section documents best practices on what elements to include or | ||
leave out of stub files. | ||
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Modules excluded from stubs | ||
--------------------------- | ||
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Not all modules should be included in stubs. | ||
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It is recommended to exclude: | ||
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1. Implementation details, with `multiprocessing/popen_spawn_win32.py <https://github.com/python/cpython/blob/main/Lib/multiprocessing/popen_spawn_win32.py>`_ as a notable example | ||
2. Modules that are not supposed to be imported, such as ``__main__.py`` | ||
3. Protected modules that start with a single ``_`` char. However, when needed protected modules can still be added (see :ref:`undocumented-objects` section below) | ||
4. Tests | ||
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Public Interface | ||
---------------- | ||
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@@ -138,7 +129,17 @@ The following should always be included: | |
* All objects included in ``__all__`` (if present). | ||
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Other objects may be included if they are not prefixed with an underscore | ||
or if they are being used in practice. (See the next section.) | ||
or if they are being used in practice. | ||
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Modules excluded from stubs | ||
--------------------------- | ||
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The following should not be included in stubs: | ||
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1. Implementation details, with `multiprocessing/popen_spawn_win32.py <https://github.com/python/cpython/blob/main/Lib/multiprocessing/popen_spawn_win32.py>`_ as a notable example | ||
2. Modules that are not supposed to be imported, such as ``__main__.py`` | ||
3. Protected modules that start with a single ``_`` char. However, when needed protected modules can still be added (see :ref:`undocumented-objects` section below) | ||
4. Tests | ||
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.. _undocumented-objects: | ||
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@@ -475,6 +476,28 @@ and the :ref:`best-practices`. There are a few exceptions, outlined below, that | |
different structure of stub files into account and aim to create | ||
more concise files. | ||
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Syntax Example | ||
-------------- | ||
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The below is an excerpt from the types for the `datetime` module. | ||
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MAXYEAR: int | ||
MINYEAR: int | ||
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class date: | ||
def __new__(cls, year: SupportsIndex, month: SupportsIndex, day: SupportsIndex) -> Self: ... | ||
@classmethod | ||
def fromtimestamp(cls, timestamp: float, /) -> Self: ... | ||
@classmethod | ||
def today(cls) -> Self: ... | ||
@classmethod | ||
def fromordinal(cls, n: int, /) -> Self: ... | ||
@property | ||
def year(self) -> int: ... | ||
def replace(self, year: SupportsIndex = ..., month: SupportsIndex = ..., day: SupportsIndex = ...) -> Self: ... | ||
def ctime(self) -> str: ... | ||
def weekday(self) -> int: ... | ||
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Maximum Line Length | ||
------------------- | ||
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@@ -506,7 +529,7 @@ No:: | |
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def time_func() -> None: ... | ||
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def date_func() -> None: ... # do no leave unnecessary empty lines | ||
def date_func() -> None: ... # do not leave unnecessary empty lines | ||
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def ip_func() -> None: ... | ||
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@@ -563,7 +586,7 @@ Yes:: | |
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class Color(Enum): | ||
# An assignment with no type annotation is a convention used to indicate | ||
# an enum member. | ||
# an enum member. | ||
RED = 1 | ||
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No:: | ||
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@@ -633,6 +656,14 @@ No:: | |
... | ||
def to_int3(x: str) -> int: pass | ||
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Avoid invariant collection types (`list`, `dict`) for function parameters, | ||
in favor of covariant types like `Mapping` or `Sequence`. | ||
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Avoid union return types. See https://github.com/python/mypy/issues/1693 | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Probably for a future PR, but it would be nice if the content of python/mypy#1693 and python/mypy#7214 below could be copied into the guides. Having pieces of general typing advice hidden away in mypy issues feels sort of odd. |
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Use `float` instead of `int | float` for parameter annotations. | ||
See [PEP 484](https://peps.python.org/pep-0484/#the-numeric-tower). | ||
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Language Features | ||
----------------- | ||
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@@ -662,6 +693,14 @@ No:: | |
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class OtherClass: ... | ||
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Use variable annotations instead of type comments, even for stubs that target | ||
older versions of Python. | ||
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Platform-dependent APIs | ||
----------------------- | ||
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Use platform checks like `if sys.platform == 'win32'` to denote platform-dependent APIs. | ||
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NamedTuple and TypedDict | ||
------------------------ | ||
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@@ -689,7 +728,7 @@ No:: | |
Built-in Generics | ||
----------------- | ||
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:pep:`585` built-in generics are supported and should be used instead | ||
:pep:`585` built-in generics (such as `list`, `dict`, `tuple`, `set`) are supported and should be used instead | ||
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of the corresponding types from ``typing``:: | ||
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from collections import defaultdict | ||
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@@ -712,3 +751,70 @@ all type checkers:: | |
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def foo(x: int | str) -> int | None: ... # recommended | ||
def foo(x: Union[int, str]) -> Optional[int]: ... # ok | ||
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Using `Any` and `object` | ||
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------------------------ | ||
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When adding type hints, avoid using the `Any` type when possible. Reserve | ||
the use of `Any` for when: | ||
* the correct type cannot be expressed in the current type system; and | ||
* to avoid union returns (see above). | ||
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Note that `Any` is not the correct type to use if you want to indicate | ||
that some function can accept literally anything: in those cases use | ||
`object` instead. | ||
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When using `Any`, document the reason for using it in a comment. Ideally, | ||
document what types could be used. | ||
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Context Managers | ||
---------------- | ||
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When adding type annotations for context manager classes, annotate | ||
the return type of `__exit__` as bool only if the context manager | ||
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sometimes suppresses exceptions -- if it sometimes returns `True` | ||
at runtime. If the context manager never suppresses exceptions, | ||
have the return type be either `None` or `bool | None`. If you | ||
are not sure whether exceptions are suppressed or not or if the | ||
context manager is meant to be subclassed, pick `bool | None`. | ||
See https://github.com/python/mypy/issues/7214 for more details. | ||
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`__enter__` methods and other methods that return instances of the | ||
current class should be annotated with `typing_extensions.Self` | ||
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([example](https://github.com/python/typeshed/blob/3581846/stdlib/contextlib.pyi#L151)). | ||
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Naming | ||
------ | ||
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Type variables and aliases you introduce purely for legibility reasons | ||
should be prefixed with an underscore to make it obvious to the reader | ||
they are not part of the stubbed API. | ||
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A few guidelines for protocol names below. In cases that don't fall | ||
into any of those categories, use your best judgement. | ||
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* Use plain names for protocols that represent a clear concept | ||
(e.g. `Iterator`, `Container`). | ||
* Use `SupportsX` for protocols that provide callable methods (e.g. | ||
`SupportsInt`, `SupportsRead`, `SupportsReadSeek`). | ||
* Use `HasX` for protocols that have readable and/or writable attributes | ||
or getter/setter methods (e.g. `HasItems`, `HasFileno`). | ||
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Type Checker Error Suppression formats | ||
-------------------------------------- | ||
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* Use mypy error codes for mypy-specific `# type: ignore` annotations, e.g. `# type: ignore[override]` for Liskov Substitution Principle violations. | ||
* Use pyright error codes for pyright-specific suppressions, e.g. `# pyright: ignore[reportGeneralTypeIssues]`. | ||
* If you need both on the same line, mypy's annotation needs to go first, e.g. `# type: ignore[override] # pyright: ignore[reportGeneralTypeIssues]`. | ||
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`@deprecated` | ||
------------- | ||
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The `@typing_extensions.deprecated` decorator (`@warnings.deprecated` | ||
since Python 3.13) can be used to mark deprecated functionality; see | ||
[PEP 702](https://peps.python.org/pep-0702/). | ||
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Keep the deprecation message concise, but try to mention the projected | ||
version when the functionality is to be removed, and a suggested | ||
replacement. | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Should we say that if a deprecated feature is still very widely used and was deprecated only recently, it may be best to wait before adding There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. I don't think so. If the feature is still in wide use, that's an argument against deprecating the feature, but if the runtime code decides to deprecate something, the stubs should communicate that fact. |
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