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|
"""Helpers for inspecting Python modules."""
from __future__ import annotations
import ast
import builtins
import contextlib
import enum
import inspect
import re
import sys
import types
import typing
from functools import cached_property, partial, partialmethod, singledispatchmethod
from importlib import import_module
from inspect import ( # noqa: F401
Parameter,
isasyncgenfunction,
isclass,
ismethod,
ismethoddescriptor,
ismodule,
)
from io import StringIO
from types import (
ClassMethodDescriptorType,
MethodDescriptorType,
MethodType,
ModuleType,
WrapperDescriptorType,
)
from typing import Any, Callable, Dict, Mapping, Sequence, cast
from sphinx.pycode.ast import unparse as ast_unparse
from sphinx.util import logging
from sphinx.util.typing import ForwardRef, stringify_annotation
logger = logging.getLogger(__name__)
memory_address_re = re.compile(r' at 0x[0-9a-f]{8,16}(?=>)', re.IGNORECASE)
def unwrap(obj: Any) -> Any:
"""Get an original object from wrapped object (wrapped functions)."""
try:
if hasattr(obj, '__sphinx_mock__'):
# Skip unwrapping mock object to avoid RecursionError
return obj
else:
return inspect.unwrap(obj)
except ValueError:
# might be a mock object
return obj
def unwrap_all(obj: Any, *, stop: Callable | None = None) -> Any:
"""
Get an original object from wrapped object (unwrapping partials, wrapped
functions, and other decorators).
"""
while True:
if stop and stop(obj):
return obj
if ispartial(obj):
obj = obj.func
elif inspect.isroutine(obj) and hasattr(obj, '__wrapped__'):
obj = obj.__wrapped__
elif isclassmethod(obj) or isstaticmethod(obj):
obj = obj.__func__
else:
return obj
def getall(obj: Any) -> Sequence[str] | None:
"""Get __all__ attribute of the module as dict.
Return None if given *obj* does not have __all__.
Raises ValueError if given *obj* have invalid __all__.
"""
__all__ = safe_getattr(obj, '__all__', None)
if __all__ is None:
return None
else:
if (isinstance(__all__, (list, tuple)) and all(isinstance(e, str) for e in __all__)):
return __all__
else:
raise ValueError(__all__)
def getannotations(obj: Any) -> Mapping[str, Any]:
"""Get __annotations__ from given *obj* safely."""
__annotations__ = safe_getattr(obj, '__annotations__', None)
if isinstance(__annotations__, Mapping):
return __annotations__
else:
return {}
def getglobals(obj: Any) -> Mapping[str, Any]:
"""Get __globals__ from given *obj* safely."""
__globals__ = safe_getattr(obj, '__globals__', None)
if isinstance(__globals__, Mapping):
return __globals__
else:
return {}
def getmro(obj: Any) -> tuple[type, ...]:
"""Get __mro__ from given *obj* safely."""
__mro__ = safe_getattr(obj, '__mro__', None)
if isinstance(__mro__, tuple):
return __mro__
else:
return ()
def getorigbases(obj: Any) -> tuple[Any, ...] | None:
"""Get __orig_bases__ from *obj* safely."""
if not inspect.isclass(obj):
return None
# Get __orig_bases__ from obj.__dict__ to avoid accessing the parent's __orig_bases__.
# refs: https://github.com/sphinx-doc/sphinx/issues/9607
__dict__ = safe_getattr(obj, '__dict__', {})
__orig_bases__ = __dict__.get('__orig_bases__')
if isinstance(__orig_bases__, tuple) and len(__orig_bases__) > 0:
return __orig_bases__
else:
return None
def getslots(obj: Any) -> dict | None:
"""Get __slots__ attribute of the class as dict.
Return None if gienv *obj* does not have __slots__.
Raises TypeError if given *obj* is not a class.
Raises ValueError if given *obj* have invalid __slots__.
"""
if not inspect.isclass(obj):
raise TypeError
__slots__ = safe_getattr(obj, '__slots__', None)
if __slots__ is None:
return None
elif isinstance(__slots__, dict):
return __slots__
elif isinstance(__slots__, str):
return {__slots__: None}
elif isinstance(__slots__, (list, tuple)):
return {e: None for e in __slots__}
else:
raise ValueError
def isNewType(obj: Any) -> bool:
"""Check the if object is a kind of NewType."""
if sys.version_info[:2] >= (3, 10):
return isinstance(obj, typing.NewType)
else:
__module__ = safe_getattr(obj, '__module__', None)
__qualname__ = safe_getattr(obj, '__qualname__', None)
return __module__ == 'typing' and __qualname__ == 'NewType.<locals>.new_type'
def isenumclass(x: Any) -> bool:
"""Check if the object is subclass of enum."""
return inspect.isclass(x) and issubclass(x, enum.Enum)
def isenumattribute(x: Any) -> bool:
"""Check if the object is attribute of enum."""
return isinstance(x, enum.Enum)
def unpartial(obj: Any) -> Any:
"""Get an original object from partial object.
This returns given object itself if not partial.
"""
while ispartial(obj):
obj = obj.func
return obj
def ispartial(obj: Any) -> bool:
"""Check if the object is partial."""
return isinstance(obj, (partial, partialmethod))
def isclassmethod(obj: Any, cls: Any = None, name: str | None = None) -> bool:
"""Check if the object is classmethod."""
if isinstance(obj, classmethod):
return True
if inspect.ismethod(obj) and obj.__self__ is not None and isclass(obj.__self__):
return True
if cls and name:
placeholder = object()
for basecls in getmro(cls):
meth = basecls.__dict__.get(name, placeholder)
if meth is not placeholder:
return isclassmethod(meth)
return False
def isstaticmethod(obj: Any, cls: Any = None, name: str | None = None) -> bool:
"""Check if the object is staticmethod."""
if isinstance(obj, staticmethod):
return True
elif cls and name:
# trace __mro__ if the method is defined in parent class
#
# .. note:: This only works well with new style classes.
for basecls in getattr(cls, '__mro__', [cls]):
meth = basecls.__dict__.get(name)
if meth:
return isinstance(meth, staticmethod)
return False
def isdescriptor(x: Any) -> bool:
"""Check if the object is some kind of descriptor."""
return any(
callable(safe_getattr(x, item, None))
for item in ['__get__', '__set__', '__delete__']
)
def isabstractmethod(obj: Any) -> bool:
"""Check if the object is an abstractmethod."""
return safe_getattr(obj, '__isabstractmethod__', False) is True
def isboundmethod(method: MethodType) -> bool:
"""Check if the method is a bound method."""
return safe_getattr(method, '__self__', None) is not None
def is_cython_function_or_method(obj: Any) -> bool:
"""Check if the object is a function or method in cython."""
try:
return obj.__class__.__name__ == 'cython_function_or_method'
except AttributeError:
return False
def isattributedescriptor(obj: Any) -> bool:
"""Check if the object is an attribute like descriptor."""
if inspect.isdatadescriptor(obj):
# data descriptor is kind of attribute
return True
if isdescriptor(obj):
# non data descriptor
unwrapped = unwrap(obj)
if isfunction(unwrapped) or isbuiltin(unwrapped) or inspect.ismethod(unwrapped):
# attribute must not be either function, builtin and method
return False
if is_cython_function_or_method(unwrapped):
# attribute must not be either function and method (for cython)
return False
if inspect.isclass(unwrapped):
# attribute must not be a class
return False
if isinstance(unwrapped, (ClassMethodDescriptorType,
MethodDescriptorType,
WrapperDescriptorType)):
# attribute must not be a method descriptor
return False
if type(unwrapped).__name__ == "instancemethod":
# attribute must not be an instancemethod (C-API)
return False
return True
return False
def is_singledispatch_function(obj: Any) -> bool:
"""Check if the object is singledispatch function."""
return (inspect.isfunction(obj) and
hasattr(obj, 'dispatch') and
hasattr(obj, 'register') and
obj.dispatch.__module__ == 'functools')
def is_singledispatch_method(obj: Any) -> bool:
"""Check if the object is singledispatch method."""
return isinstance(obj, singledispatchmethod)
def isfunction(obj: Any) -> bool:
"""Check if the object is function."""
return inspect.isfunction(unwrap_all(obj))
def isbuiltin(obj: Any) -> bool:
"""Check if the object is builtin."""
return inspect.isbuiltin(unwrap_all(obj))
def isroutine(obj: Any) -> bool:
"""Check is any kind of function or method."""
return inspect.isroutine(unwrap_all(obj))
def iscoroutinefunction(obj: Any) -> bool:
"""Check if the object is coroutine-function."""
def iswrappedcoroutine(obj: Any) -> bool:
"""Check if the object is wrapped coroutine-function."""
if isstaticmethod(obj) or isclassmethod(obj) or ispartial(obj):
# staticmethod, classmethod and partial method are not a wrapped coroutine-function
# Note: Since 3.10, staticmethod and classmethod becomes a kind of wrappers
return False
return hasattr(obj, '__wrapped__')
obj = unwrap_all(obj, stop=iswrappedcoroutine)
return inspect.iscoroutinefunction(obj)
def isproperty(obj: Any) -> bool:
"""Check if the object is property."""
return isinstance(obj, (property, cached_property))
def isgenericalias(obj: Any) -> bool:
"""Check if the object is GenericAlias."""
if isinstance(obj, typing._GenericAlias): # type: ignore
return True
if (hasattr(types, 'GenericAlias') # only for py39+
and isinstance(obj, types.GenericAlias)):
return True
if (hasattr(typing, '_SpecialGenericAlias') # for py39+
and isinstance(obj, typing._SpecialGenericAlias)):
return True
return False
def safe_getattr(obj: Any, name: str, *defargs: Any) -> Any:
"""A getattr() that turns all exceptions into AttributeErrors."""
try:
return getattr(obj, name, *defargs)
except Exception as exc:
# sometimes accessing a property raises an exception (e.g.
# NotImplementedError), so let's try to read the attribute directly
try:
# In case the object does weird things with attribute access
# such that accessing `obj.__dict__` may raise an exception
return obj.__dict__[name]
except Exception:
pass
# this is a catch-all for all the weird things that some modules do
# with attribute access
if defargs:
return defargs[0]
raise AttributeError(name) from exc
def object_description(object: Any) -> str:
"""A repr() implementation that returns text safe to use in reST context."""
if isinstance(object, dict):
try:
sorted_keys = sorted(object)
except Exception:
pass # Cannot sort dict keys, fall back to generic repr
else:
items = ("%s: %s" %
(object_description(key), object_description(object[key]))
for key in sorted_keys)
return "{%s}" % ", ".join(items)
elif isinstance(object, set):
try:
sorted_values = sorted(object)
except TypeError:
pass # Cannot sort set values, fall back to generic repr
else:
return "{%s}" % ", ".join(object_description(x) for x in sorted_values)
elif isinstance(object, frozenset):
try:
sorted_values = sorted(object)
except TypeError:
pass # Cannot sort frozenset values, fall back to generic repr
else:
return "frozenset({%s})" % ", ".join(object_description(x)
for x in sorted_values)
elif isinstance(object, enum.Enum):
return f"{object.__class__.__name__}.{object.name}"
try:
s = repr(object)
except Exception as exc:
raise ValueError from exc
# Strip non-deterministic memory addresses such as
# ``<__main__.A at 0x7f68cb685710>``
s = memory_address_re.sub('', s)
return s.replace('\n', ' ')
def is_builtin_class_method(obj: Any, attr_name: str) -> bool:
"""If attr_name is implemented at builtin class, return True.
>>> is_builtin_class_method(int, '__init__')
True
Why this function needed? CPython implements int.__init__ by Descriptor
but PyPy implements it by pure Python code.
"""
try:
mro = getmro(obj)
cls = next(c for c in mro if attr_name in safe_getattr(c, '__dict__', {}))
except StopIteration:
return False
try:
name = safe_getattr(cls, '__name__')
except AttributeError:
return False
return getattr(builtins, name, None) is cls
class DefaultValue:
"""A simple wrapper for default value of the parameters of overload functions."""
def __init__(self, value: str) -> None:
self.value = value
def __eq__(self, other: object) -> bool:
return self.value == other
def __repr__(self) -> str:
return self.value
class TypeAliasForwardRef:
"""Pseudo typing class for autodoc_type_aliases.
This avoids the error on evaluating the type inside `get_type_hints()`.
"""
def __init__(self, name: str) -> None:
self.name = name
def __call__(self) -> None:
# Dummy method to imitate special typing classes
pass
def __eq__(self, other: Any) -> bool:
return self.name == other
def __hash__(self) -> int:
return hash(self.name)
def __repr__(self) -> str:
return self.name
class TypeAliasModule:
"""Pseudo module class for autodoc_type_aliases."""
def __init__(self, modname: str, mapping: dict[str, str]) -> None:
self.__modname = modname
self.__mapping = mapping
self.__module: ModuleType | None = None
def __getattr__(self, name: str) -> Any:
fullname = '.'.join(filter(None, [self.__modname, name]))
if fullname in self.__mapping:
# exactly matched
return TypeAliasForwardRef(self.__mapping[fullname])
else:
prefix = fullname + '.'
nested = {k: v for k, v in self.__mapping.items() if k.startswith(prefix)}
if nested:
# sub modules or classes found
return TypeAliasModule(fullname, nested)
else:
# no sub modules or classes found.
try:
# return the real submodule if exists
return import_module(fullname)
except ImportError:
# return the real class
if self.__module is None:
self.__module = import_module(self.__modname)
return getattr(self.__module, name)
class TypeAliasNamespace(Dict[str, Any]):
"""Pseudo namespace class for autodoc_type_aliases.
This enables to look up nested modules and classes like `mod1.mod2.Class`.
"""
def __init__(self, mapping: dict[str, str]) -> None:
self.__mapping = mapping
def __getitem__(self, key: str) -> Any:
if key in self.__mapping:
# exactly matched
return TypeAliasForwardRef(self.__mapping[key])
else:
prefix = key + '.'
nested = {k: v for k, v in self.__mapping.items() if k.startswith(prefix)}
if nested:
# sub modules or classes found
return TypeAliasModule(key, nested)
else:
raise KeyError
def _should_unwrap(subject: Callable) -> bool:
"""Check the function should be unwrapped on getting signature."""
__globals__ = getglobals(subject)
if (__globals__.get('__name__') == 'contextlib' and
__globals__.get('__file__') == contextlib.__file__):
# contextmanger should be unwrapped
return True
return False
def signature(subject: Callable, bound_method: bool = False, type_aliases: dict = {},
) -> inspect.Signature:
"""Return a Signature object for the given *subject*.
:param bound_method: Specify *subject* is a bound method or not
"""
try:
if _should_unwrap(subject):
signature = inspect.signature(subject)
else:
signature = inspect.signature(subject, follow_wrapped=True)
except ValueError:
# follow built-in wrappers up (ex. functools.lru_cache)
signature = inspect.signature(subject)
parameters = list(signature.parameters.values())
return_annotation = signature.return_annotation
try:
# Resolve annotations using ``get_type_hints()`` and type_aliases.
localns = TypeAliasNamespace(type_aliases)
annotations = typing.get_type_hints(subject, None, localns)
for i, param in enumerate(parameters):
if param.name in annotations:
annotation = annotations[param.name]
if isinstance(annotation, TypeAliasForwardRef):
annotation = annotation.name
parameters[i] = param.replace(annotation=annotation)
if 'return' in annotations:
if isinstance(annotations['return'], TypeAliasForwardRef):
return_annotation = annotations['return'].name
else:
return_annotation = annotations['return']
except Exception:
# ``get_type_hints()`` does not support some kind of objects like partial,
# ForwardRef and so on.
pass
if bound_method:
if inspect.ismethod(subject):
# ``inspect.signature()`` considers the subject is a bound method and removes
# first argument from signature. Therefore no skips are needed here.
pass
else:
if len(parameters) > 0:
parameters.pop(0)
# To allow to create signature object correctly for pure python functions,
# pass an internal parameter __validate_parameters__=False to Signature
#
# For example, this helps a function having a default value `inspect._empty`.
# refs: https://github.com/sphinx-doc/sphinx/issues/7935
return inspect.Signature(parameters, return_annotation=return_annotation,
__validate_parameters__=False)
def evaluate_signature(sig: inspect.Signature, globalns: dict | None = None,
localns: dict | None = None,
) -> inspect.Signature:
"""Evaluate unresolved type annotations in a signature object."""
def evaluate_forwardref(ref: ForwardRef, globalns: dict, localns: dict) -> Any:
"""Evaluate a forward reference."""
if sys.version_info[:2] >= (3, 9):
return ref._evaluate(globalns, localns, frozenset())
else:
return ref._evaluate(globalns, localns)
def evaluate(annotation: Any, globalns: dict, localns: dict) -> Any:
"""Evaluate unresolved type annotation."""
try:
if isinstance(annotation, str):
ref = ForwardRef(annotation, True)
annotation = evaluate_forwardref(ref, globalns, localns)
if isinstance(annotation, ForwardRef):
annotation = evaluate_forwardref(ref, globalns, localns)
elif isinstance(annotation, str):
# might be a ForwardRef'ed annotation in overloaded functions
ref = ForwardRef(annotation, True)
annotation = evaluate_forwardref(ref, globalns, localns)
except (NameError, TypeError):
# failed to evaluate type. skipped.
pass
return annotation
if globalns is None:
globalns = {}
if localns is None:
localns = globalns
parameters = list(sig.parameters.values())
for i, param in enumerate(parameters):
if param.annotation:
annotation = evaluate(param.annotation, globalns, localns)
parameters[i] = param.replace(annotation=annotation)
return_annotation = sig.return_annotation
if return_annotation:
return_annotation = evaluate(return_annotation, globalns, localns)
return sig.replace(parameters=parameters, return_annotation=return_annotation)
def stringify_signature(sig: inspect.Signature, show_annotation: bool = True,
show_return_annotation: bool = True,
unqualified_typehints: bool = False) -> str:
"""Stringify a Signature object.
:param show_annotation: If enabled, show annotations on the signature
:param show_return_annotation: If enabled, show annotation of the return value
:param unqualified_typehints: If enabled, show annotations as unqualified
(ex. io.StringIO -> StringIO)
"""
if unqualified_typehints:
mode = 'smart'
else:
mode = 'fully-qualified'
args = []
last_kind = None
for param in sig.parameters.values():
if param.kind != param.POSITIONAL_ONLY and last_kind == param.POSITIONAL_ONLY:
# PEP-570: Separator for Positional Only Parameter: /
args.append('/')
if param.kind == param.KEYWORD_ONLY and last_kind in (param.POSITIONAL_OR_KEYWORD,
param.POSITIONAL_ONLY,
None):
# PEP-3102: Separator for Keyword Only Parameter: *
args.append('*')
arg = StringIO()
if param.kind == param.VAR_POSITIONAL:
arg.write('*' + param.name)
elif param.kind == param.VAR_KEYWORD:
arg.write('**' + param.name)
else:
arg.write(param.name)
if show_annotation and param.annotation is not param.empty:
arg.write(': ')
arg.write(stringify_annotation(param.annotation, mode))
if param.default is not param.empty:
if show_annotation and param.annotation is not param.empty:
arg.write(' = ')
else:
arg.write('=')
arg.write(object_description(param.default))
args.append(arg.getvalue())
last_kind = param.kind
if last_kind == Parameter.POSITIONAL_ONLY:
# PEP-570: Separator for Positional Only Parameter: /
args.append('/')
concatenated_args = ', '.join(args)
if (sig.return_annotation is Parameter.empty or
show_annotation is False or
show_return_annotation is False):
return f'({concatenated_args})'
else:
annotation = stringify_annotation(sig.return_annotation, mode)
return f'({concatenated_args}) -> {annotation}'
def signature_from_str(signature: str) -> inspect.Signature:
"""Create a Signature object from string."""
code = 'def func' + signature + ': pass'
module = ast.parse(code)
function = cast(ast.FunctionDef, module.body[0])
return signature_from_ast(function, code)
def signature_from_ast(node: ast.FunctionDef, code: str = '') -> inspect.Signature:
"""Create a Signature object from AST *node*."""
args = node.args
defaults = list(args.defaults)
params = []
if hasattr(args, "posonlyargs"):
posonlyargs = len(args.posonlyargs)
positionals = posonlyargs + len(args.args)
else:
posonlyargs = 0
positionals = len(args.args)
for _ in range(len(defaults), positionals):
defaults.insert(0, Parameter.empty) # type: ignore
if hasattr(args, "posonlyargs"):
for i, arg in enumerate(args.posonlyargs):
if defaults[i] is Parameter.empty:
default = Parameter.empty
else:
default = DefaultValue(ast_unparse(defaults[i], code)) # type: ignore
annotation = ast_unparse(arg.annotation, code) or Parameter.empty
params.append(Parameter(arg.arg, Parameter.POSITIONAL_ONLY,
default=default, annotation=annotation))
for i, arg in enumerate(args.args):
if defaults[i + posonlyargs] is Parameter.empty:
default = Parameter.empty
else:
default = DefaultValue(
ast_unparse(defaults[i + posonlyargs], code), # type: ignore
)
annotation = ast_unparse(arg.annotation, code) or Parameter.empty
params.append(Parameter(arg.arg, Parameter.POSITIONAL_OR_KEYWORD,
default=default, annotation=annotation))
if args.vararg:
annotation = ast_unparse(args.vararg.annotation, code) or Parameter.empty
params.append(Parameter(args.vararg.arg, Parameter.VAR_POSITIONAL,
annotation=annotation))
for i, arg in enumerate(args.kwonlyargs):
if args.kw_defaults[i] is None:
default = Parameter.empty
else:
default = DefaultValue(ast_unparse(args.kw_defaults[i], code)) # type: ignore
annotation = ast_unparse(arg.annotation, code) or Parameter.empty
params.append(Parameter(arg.arg, Parameter.KEYWORD_ONLY, default=default,
annotation=annotation))
if args.kwarg:
annotation = ast_unparse(args.kwarg.annotation, code) or Parameter.empty
params.append(Parameter(args.kwarg.arg, Parameter.VAR_KEYWORD,
annotation=annotation))
return_annotation = ast_unparse(node.returns, code) or Parameter.empty
return inspect.Signature(params, return_annotation=return_annotation)
def getdoc(
obj: Any,
attrgetter: Callable = safe_getattr,
allow_inherited: bool = False,
cls: Any = None,
name: str | None = None,
) -> str | None:
"""Get the docstring for the object.
This tries to obtain the docstring for some kind of objects additionally:
* partial functions
* inherited docstring
* inherited decorated methods
"""
def getdoc_internal(obj: Any, attrgetter: Callable = safe_getattr) -> str | None:
doc = attrgetter(obj, '__doc__', None)
if isinstance(doc, str):
return doc
else:
return None
if cls and name and isclassmethod(obj, cls, name):
for basecls in getmro(cls):
meth = basecls.__dict__.get(name)
if meth and hasattr(meth, '__func__'):
doc: str | None = getdoc(meth.__func__)
if doc is not None or not allow_inherited:
return doc
doc = getdoc_internal(obj)
if ispartial(obj) and doc == obj.__class__.__doc__:
return getdoc(obj.func)
elif doc is None and allow_inherited:
if cls and name:
# Check a docstring of the attribute or method from super classes.
for basecls in getmro(cls):
meth = safe_getattr(basecls, name, None)
if meth is not None:
doc = getdoc_internal(meth)
if doc is not None:
break
if doc is None:
# retry using `inspect.getdoc()`
for basecls in getmro(cls):
meth = safe_getattr(basecls, name, None)
if meth is not None:
doc = inspect.getdoc(meth)
if doc is not None:
break
if doc is None:
doc = inspect.getdoc(obj)
return doc
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