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# Copyright (c) 2009-2011, 2013-2014 LOGILAB S.A. (Paris, FRANCE) <contact@logilab.fr>
# Copyright (c) 2012 FELD Boris <lothiraldan@gmail.com>
# Copyright (c) 2014-2020 Claudiu Popa <pcmanticore@gmail.com>
# Copyright (c) 2014 Google, Inc.
# Copyright (c) 2014 Eevee (Alex Munroe) <amunroe@yelp.com>
# Copyright (c) 2015-2016 Ceridwen <ceridwenv@gmail.com>
# Copyright (c) 2015 Florian Bruhin <me@the-compiler.org>
# Copyright (c) 2016-2017 Derek Gustafson <degustaf@gmail.com>
# Copyright (c) 2017 Calen Pennington <calen.pennington@gmail.com>
# Copyright (c) 2018-2019 Nick Drozd <nicholasdrozd@gmail.com>
# Copyright (c) 2018-2019 hippo91 <guillaume.peillex@gmail.com>
# Copyright (c) 2018 Ville Skyttä <ville.skytta@iki.fi>
# Copyright (c) 2018 Bryce Guinta <bryce.paul.guinta@gmail.com>
# Copyright (c) 2018 Daniel Colascione <dancol@dancol.org>
# Copyright (c) 2019 Hugo van Kemenade <hugovk@users.noreply.github.com>
# Copyright (c) 2021 Pierre Sassoulas <pierre.sassoulas@gmail.com>
# Copyright (c) 2021 Tushar Sadhwani <86737547+tushar-deepsource@users.noreply.github.com>
# Copyright (c) 2021 pre-commit-ci[bot] <bot@noreply.github.com>
# Copyright (c) 2021 Daniël van Noord <13665637+DanielNoord@users.noreply.github.com>
# Copyright (c) 2021 David Liu <david@cs.toronto.edu>
# Copyright (c) 2021 doranid <ddandd@gmail.com>
# Copyright (c) 2021 Marc Mueller <30130371+cdce8p@users.noreply.github.com>
# Copyright (c) 2021 Andrew Haigh <hello@nelf.in>
# Copyright (c) 2022 Alexander Shadchin <alexandr.shadchin@gmail.com>
# Licensed under the LGPL: https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html
# For details: https://github.com/PyCQA/astroid/blob/main/LICENSE
"""This module contains base classes and functions for the nodes and some
inference utils.
"""
import collections
from astroid import decorators
from astroid.const import PY310_PLUS
from astroid.context import (
CallContext,
InferenceContext,
bind_context_to_node,
copy_context,
)
from astroid.exceptions import (
AstroidTypeError,
AttributeInferenceError,
InferenceError,
NameInferenceError,
)
from astroid.util import Uninferable, lazy_descriptor, lazy_import
objectmodel = lazy_import("interpreter.objectmodel")
helpers = lazy_import("helpers")
manager = lazy_import("manager")
# TODO: check if needs special treatment
BOOL_SPECIAL_METHOD = "__bool__"
BUILTINS = "builtins" # TODO Remove in 2.8
PROPERTIES = {"builtins.property", "abc.abstractproperty"}
if PY310_PLUS:
PROPERTIES.add("enum.property")
# List of possible property names. We use this list in order
# to see if a method is a property or not. This should be
# pretty reliable and fast, the alternative being to check each
# decorator to see if its a real property-like descriptor, which
# can be too complicated.
# Also, these aren't qualified, because each project can
# define them, we shouldn't expect to know every possible
# property-like decorator!
POSSIBLE_PROPERTIES = {
"cached_property",
"cachedproperty",
"lazyproperty",
"lazy_property",
"reify",
"lazyattribute",
"lazy_attribute",
"LazyProperty",
"lazy",
"cache_readonly",
"DynamicClassAttribute",
}
def _is_property(meth, context=None):
decoratornames = meth.decoratornames(context=context)
if PROPERTIES.intersection(decoratornames):
return True
stripped = {
name.split(".")[-1] for name in decoratornames if name is not Uninferable
}
if any(name in stripped for name in POSSIBLE_PROPERTIES):
return True
# Lookup for subclasses of *property*
if not meth.decorators:
return False
for decorator in meth.decorators.nodes or ():
inferred = helpers.safe_infer(decorator, context=context)
if inferred is None or inferred is Uninferable:
continue
if inferred.__class__.__name__ == "ClassDef":
for base_class in inferred.bases:
if base_class.__class__.__name__ != "Name":
continue
module, _ = base_class.lookup(base_class.name)
if module.name == "builtins" and base_class.name == "property":
return True
return False
class Proxy:
"""a simple proxy object
Note:
Subclasses of this object will need a custom __getattr__
if new instance attributes are created. See the Const class
"""
_proxied = None # proxied object may be set by class or by instance
def __init__(self, proxied=None):
if proxied is not None:
self._proxied = proxied
def __getattr__(self, name):
if name == "_proxied":
return self.__class__._proxied
if name in self.__dict__:
return self.__dict__[name]
return getattr(self._proxied, name)
def infer(self, context=None):
yield self
def _infer_stmts(stmts, context, frame=None):
"""Return an iterator on statements inferred by each statement in *stmts*."""
inferred = False
if context is not None:
name = context.lookupname
context = context.clone()
else:
name = None
context = InferenceContext()
for stmt in stmts:
if stmt is Uninferable:
yield stmt
inferred = True
continue
context.lookupname = stmt._infer_name(frame, name)
try:
for inf in stmt.infer(context=context):
yield inf
inferred = True
except NameInferenceError:
continue
except InferenceError:
yield Uninferable
inferred = True
if not inferred:
raise InferenceError(
"Inference failed for all members of {stmts!r}.",
stmts=stmts,
frame=frame,
context=context,
)
def _infer_method_result_truth(instance, method_name, context):
# Get the method from the instance and try to infer
# its return's truth value.
meth = next(instance.igetattr(method_name, context=context), None)
if meth and hasattr(meth, "infer_call_result"):
if not meth.callable():
return Uninferable
try:
context.callcontext = CallContext(args=[], callee=meth)
for value in meth.infer_call_result(instance, context=context):
if value is Uninferable:
return value
try:
inferred = next(value.infer(context=context))
except StopIteration as e:
raise InferenceError(context=context) from e
return inferred.bool_value()
except InferenceError:
pass
return Uninferable
class BaseInstance(Proxy):
"""An instance base class, which provides lookup methods for potential instances."""
special_attributes = None
def display_type(self):
return "Instance of"
def getattr(self, name, context=None, lookupclass=True):
try:
values = self._proxied.instance_attr(name, context)
except AttributeInferenceError as exc:
if self.special_attributes and name in self.special_attributes:
return [self.special_attributes.lookup(name)]
if lookupclass:
# Class attributes not available through the instance
# unless they are explicitly defined.
return self._proxied.getattr(name, context, class_context=False)
raise AttributeInferenceError(
target=self, attribute=name, context=context
) from exc
# since we've no context information, return matching class members as
# well
if lookupclass:
try:
return values + self._proxied.getattr(
name, context, class_context=False
)
except AttributeInferenceError:
pass
return values
def igetattr(self, name, context=None):
"""inferred getattr"""
if not context:
context = InferenceContext()
try:
context.lookupname = name
# avoid recursively inferring the same attr on the same class
if context.push(self._proxied):
raise InferenceError(
message="Cannot infer the same attribute again",
node=self,
context=context,
)
# XXX frame should be self._proxied, or not ?
get_attr = self.getattr(name, context, lookupclass=False)
yield from _infer_stmts(
self._wrap_attr(get_attr, context), context, frame=self
)
except AttributeInferenceError:
try:
# fallback to class.igetattr since it has some logic to handle
# descriptors
# But only if the _proxied is the Class.
if self._proxied.__class__.__name__ != "ClassDef":
raise
attrs = self._proxied.igetattr(name, context, class_context=False)
yield from self._wrap_attr(attrs, context)
except AttributeInferenceError as error:
raise InferenceError(**vars(error)) from error
def _wrap_attr(self, attrs, context=None):
"""wrap bound methods of attrs in a InstanceMethod proxies"""
for attr in attrs:
if isinstance(attr, UnboundMethod):
if _is_property(attr):
yield from attr.infer_call_result(self, context)
else:
yield BoundMethod(attr, self)
elif hasattr(attr, "name") and attr.name == "<lambda>":
if attr.args.arguments and attr.args.arguments[0].name == "self":
yield BoundMethod(attr, self)
continue
yield attr
else:
yield attr
def infer_call_result(self, caller, context=None):
"""infer what a class instance is returning when called"""
context = bind_context_to_node(context, self)
inferred = False
for node in self._proxied.igetattr("__call__", context):
if node is Uninferable or not node.callable():
continue
for res in node.infer_call_result(caller, context):
inferred = True
yield res
if not inferred:
raise InferenceError(node=self, caller=caller, context=context)
class Instance(BaseInstance):
"""A special node representing a class instance."""
# pylint: disable=unnecessary-lambda
special_attributes = lazy_descriptor(lambda: objectmodel.InstanceModel())
def __repr__(self):
return "<Instance of {}.{} at 0x{}>".format(
self._proxied.root().name, self._proxied.name, id(self)
)
def __str__(self):
return f"Instance of {self._proxied.root().name}.{self._proxied.name}"
def callable(self):
try:
self._proxied.getattr("__call__", class_context=False)
return True
except AttributeInferenceError:
return False
def pytype(self):
return self._proxied.qname()
def display_type(self):
return "Instance of"
def bool_value(self, context=None):
"""Infer the truth value for an Instance
The truth value of an instance is determined by these conditions:
* if it implements __bool__ on Python 3 or __nonzero__
on Python 2, then its bool value will be determined by
calling this special method and checking its result.
* when this method is not defined, __len__() is called, if it
is defined, and the object is considered true if its result is
nonzero. If a class defines neither __len__() nor __bool__(),
all its instances are considered true.
"""
context = context or InferenceContext()
context.boundnode = self
try:
result = _infer_method_result_truth(self, BOOL_SPECIAL_METHOD, context)
except (InferenceError, AttributeInferenceError):
# Fallback to __len__.
try:
result = _infer_method_result_truth(self, "__len__", context)
except (AttributeInferenceError, InferenceError):
return True
return result
def getitem(self, index, context=None):
# TODO: Rewrap index to Const for this case
new_context = bind_context_to_node(context, self)
if not context:
context = new_context
method = next(self.igetattr("__getitem__", context=context), None)
# Create a new CallContext for providing index as an argument.
new_context.callcontext = CallContext(args=[index], callee=method)
if not isinstance(method, BoundMethod):
raise InferenceError(
"Could not find __getitem__ for {node!r}.", node=self, context=context
)
if len(method.args.arguments) != 2: # (self, index)
raise AstroidTypeError(
"__getitem__ for {node!r} does not have correct signature",
node=self,
context=context,
)
return next(method.infer_call_result(self, new_context), None)
class UnboundMethod(Proxy):
"""a special node representing a method not bound to an instance"""
# pylint: disable=unnecessary-lambda
special_attributes = lazy_descriptor(lambda: objectmodel.UnboundMethodModel())
def __repr__(self):
frame = self._proxied.parent.frame(future=True)
return "<{} {} of {} at 0x{}".format(
self.__class__.__name__, self._proxied.name, frame.qname(), id(self)
)
def implicit_parameters(self):
return 0
def is_bound(self):
return False
def getattr(self, name, context=None):
if name in self.special_attributes:
return [self.special_attributes.lookup(name)]
return self._proxied.getattr(name, context)
def igetattr(self, name, context=None):
if name in self.special_attributes:
return iter((self.special_attributes.lookup(name),))
return self._proxied.igetattr(name, context)
def infer_call_result(self, caller, context):
"""
The boundnode of the regular context with a function called
on ``object.__new__`` will be of type ``object``,
which is incorrect for the argument in general.
If no context is given the ``object.__new__`` call argument will
correctly inferred except when inside a call that requires
the additional context (such as a classmethod) of the boundnode
to determine which class the method was called from
"""
# If we're unbound method __new__ of builtin object, the result is an
# instance of the class given as first argument.
if (
self._proxied.name == "__new__"
and self._proxied.parent.frame(future=True).qname() == "builtins.object"
):
if caller.args:
node_context = context.extra_context.get(caller.args[0])
infer = caller.args[0].infer(context=node_context)
else:
infer = []
return (Instance(x) if x is not Uninferable else x for x in infer)
return self._proxied.infer_call_result(caller, context)
def bool_value(self, context=None):
return True
class BoundMethod(UnboundMethod):
"""a special node representing a method bound to an instance"""
# pylint: disable=unnecessary-lambda
special_attributes = lazy_descriptor(lambda: objectmodel.BoundMethodModel())
def __init__(self, proxy, bound):
super().__init__(proxy)
self.bound = bound
def implicit_parameters(self):
if self.name == "__new__":
# __new__ acts as a classmethod but the class argument is not implicit.
return 0
return 1
def is_bound(self):
return True
def _infer_type_new_call(self, caller, context):
"""Try to infer what type.__new__(mcs, name, bases, attrs) returns.
In order for such call to be valid, the metaclass needs to be
a subtype of ``type``, the name needs to be a string, the bases
needs to be a tuple of classes
"""
# pylint: disable=import-outside-toplevel; circular import
from astroid.nodes import Pass
# Verify the metaclass
try:
mcs = next(caller.args[0].infer(context=context))
except StopIteration as e:
raise InferenceError(context=context) from e
if mcs.__class__.__name__ != "ClassDef":
# Not a valid first argument.
return None
if not mcs.is_subtype_of("builtins.type"):
# Not a valid metaclass.
return None
# Verify the name
try:
name = next(caller.args[1].infer(context=context))
except StopIteration as e:
raise InferenceError(context=context) from e
if name.__class__.__name__ != "Const":
# Not a valid name, needs to be a const.
return None
if not isinstance(name.value, str):
# Needs to be a string.
return None
# Verify the bases
try:
bases = next(caller.args[2].infer(context=context))
except StopIteration as e:
raise InferenceError(context=context) from e
if bases.__class__.__name__ != "Tuple":
# Needs to be a tuple.
return None
try:
inferred_bases = [next(elt.infer(context=context)) for elt in bases.elts]
except StopIteration as e:
raise InferenceError(context=context) from e
if any(base.__class__.__name__ != "ClassDef" for base in inferred_bases):
# All the bases needs to be Classes
return None
# Verify the attributes.
try:
attrs = next(caller.args[3].infer(context=context))
except StopIteration as e:
raise InferenceError(context=context) from e
if attrs.__class__.__name__ != "Dict":
# Needs to be a dictionary.
return None
cls_locals = collections.defaultdict(list)
for key, value in attrs.items:
try:
key = next(key.infer(context=context))
except StopIteration as e:
raise InferenceError(context=context) from e
try:
value = next(value.infer(context=context))
except StopIteration as e:
raise InferenceError(context=context) from e
# Ignore non string keys
if key.__class__.__name__ == "Const" and isinstance(key.value, str):
cls_locals[key.value].append(value)
# Build the class from now.
cls = mcs.__class__(
name=name.value,
lineno=caller.lineno,
col_offset=caller.col_offset,
parent=caller,
)
empty = Pass()
cls.postinit(
bases=bases.elts,
body=[empty],
decorators=[],
newstyle=True,
metaclass=mcs,
keywords=[],
)
cls.locals = cls_locals
return cls
def infer_call_result(self, caller, context=None):
context = bind_context_to_node(context, self.bound)
if (
self.bound.__class__.__name__ == "ClassDef"
and self.bound.name == "type"
and self.name == "__new__"
and len(caller.args) == 4
):
# Check if we have a ``type.__new__(mcs, name, bases, attrs)`` call.
new_cls = self._infer_type_new_call(caller, context)
if new_cls:
return iter((new_cls,))
return super().infer_call_result(caller, context)
def bool_value(self, context=None):
return True
class Generator(BaseInstance):
"""a special node representing a generator.
Proxied class is set once for all in raw_building.
"""
special_attributes = lazy_descriptor(objectmodel.GeneratorModel)
def __init__(self, parent=None, generator_initial_context=None):
super().__init__()
self.parent = parent
self._call_context = copy_context(generator_initial_context)
@decorators.cached
def infer_yield_types(self):
yield from self.parent.infer_yield_result(self._call_context)
def callable(self):
return False
def pytype(self):
return "builtins.generator"
def display_type(self):
return "Generator"
def bool_value(self, context=None):
return True
def __repr__(self):
return f"<Generator({self._proxied.name}) l.{self.lineno} at 0x{id(self)}>"
def __str__(self):
return f"Generator({self._proxied.name})"
class AsyncGenerator(Generator):
"""Special node representing an async generator"""
def pytype(self):
return "builtins.async_generator"
def display_type(self):
return "AsyncGenerator"
def __repr__(self):
return f"<AsyncGenerator({self._proxied.name}) l.{self.lineno} at 0x{id(self)}>"
def __str__(self):
return f"AsyncGenerator({self._proxied.name})"
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