PEP 562 – Module __getattr__ and __dir__
- Author:
- Ivan Levkivskyi <levkivskyi at gmail.com>
- Status:
- Final
- Type:
- Standards Track
- Created:
- 09-Sep-2017
- Python-Version:
- 3.7
- Post-History:
- 09-Sep-2017
- Resolution:
- Python-Dev message
Abstract
It is proposed to support __getattr__
and __dir__
function defined
on modules to provide basic customization of module attribute access.
Rationale
It is sometimes convenient to customize or otherwise have control over
access to module attributes. A typical example is managing deprecation
warnings. Typical workarounds are assigning __class__
of a module object
to a custom subclass of types.ModuleType
or replacing the sys.modules
item with a custom wrapper instance. It would be convenient to simplify this
procedure by recognizing __getattr__
defined directly in a module that
would act like a normal __getattr__
method, except that it will be defined
on module instances. For example:
# lib.py
from warnings import warn
deprecated_names = ["old_function", ...]
def _deprecated_old_function(arg, other):
...
def __getattr__(name):
if name in deprecated_names:
warn(f"{name} is deprecated", DeprecationWarning)
return globals()[f"_deprecated_{name}"]
raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
# main.py
from lib import old_function # Works, but emits the warning
Another widespread use case for __getattr__
would be lazy submodule
imports. Consider a simple example:
# lib/__init__.py
import importlib
__all__ = ['submod', ...]
def __getattr__(name):
if name in __all__:
return importlib.import_module("." + name, __name__)
raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
# lib/submod.py
print("Submodule loaded")
class HeavyClass:
...
# main.py
import lib
lib.submod.HeavyClass # prints "Submodule loaded"
There is a related proposal PEP 549 that proposes to support instance
properties for a similar functionality. The difference is this PEP proposes
a faster and simpler mechanism, but provides more basic customization.
An additional motivation for this proposal is that PEP 484 already defines
the use of module __getattr__
for this purpose in Python stub files,
see PEP 484.
In addition, to allow modifying result of a dir()
call on a module
to show deprecated and other dynamically generated attributes, it is
proposed to support module level __dir__
function. For example:
# lib.py
deprecated_names = ["old_function", ...]
__all__ = ["new_function_one", "new_function_two", ...]
def new_function_one(arg, other):
...
def new_function_two(arg, other):
...
def __dir__():
return sorted(__all__ + deprecated_names)
# main.py
import lib
dir(lib) # prints ["new_function_one", "new_function_two", "old_function", ...]
Specification
The __getattr__
function at the module level should accept one argument
which is the name of an attribute and return the computed value or raise
an AttributeError
:
def __getattr__(name: str) -> Any: ...
If an attribute is not found on a module object through the normal lookup
(i.e. object.__getattribute__
), then __getattr__
is searched in
the module __dict__
before raising an AttributeError
. If found, it is
called with the attribute name and the result is returned. Looking up a name
as a module global will bypass module __getattr__
. This is intentional,
otherwise calling __getattr__
for builtins will significantly harm
performance.
The __dir__
function should accept no arguments, and return
a list of strings that represents the names accessible on module:
def __dir__() -> List[str]: ...
If present, this function overrides the standard dir()
search on
a module.
The reference implementation for this PEP can be found in [2].
Backwards compatibility and impact on performance
This PEP may break code that uses module level (global) names __getattr__
and __dir__
. (But the language reference explicitly reserves all
undocumented dunder names, and allows “breakage without warning”; see [3].)
The performance implications of this PEP are minimal, since __getattr__
is called only for missing attributes.
Some tools that perform module attributes discovery might not expect
__getattr__
. This problem is not new however, since it is already possible
to replace a module with a module subclass with overridden __getattr__
and
__dir__
, but with this PEP such problems can occur more often.
Discussion
Note that the use of module __getattr__
requires care to keep the referred
objects pickleable. For example, the __name__
attribute of a function
should correspond to the name with which it is accessible via
__getattr__
:
def keep_pickleable(func):
func.__name__ = func.__name__.replace('_deprecated_', '')
func.__qualname__ = func.__qualname__.replace('_deprecated_', '')
return func
@keep_pickleable
def _deprecated_old_function(arg, other):
...
One should be also careful to avoid recursion as one would do with
a class level __getattr__
.
To use a module global with triggering __getattr__
(for example if one
wants to use a lazy loaded submodule) one can access it as:
sys.modules[__name__].some_global
or as:
from . import some_global
Note that the latter sets the module attribute, thus __getattr__
will be
called only once.
References
Copyright
This document has been placed in the public domain.
Source: https://github.com/python/peps/blob/main/peps/pep-0562.rst
Last modified: 2024-10-31 21:24:44 GMT