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- # 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
- # Copyright (c) https://github.com/PyCQA/astroid/blob/main/CONTRIBUTORS.txt
- """Various helper utilities."""
- from __future__ import annotations
- from collections.abc import Generator
- from astroid import bases, manager, nodes, objects, raw_building, util
- from astroid.context import CallContext, InferenceContext
- from astroid.exceptions import (
- AstroidTypeError,
- AttributeInferenceError,
- InferenceError,
- MroError,
- _NonDeducibleTypeHierarchy,
- )
- from astroid.nodes import scoped_nodes
- from astroid.typing import InferenceResult, SuccessfulInferenceResult
- def _build_proxy_class(cls_name: str, builtins: nodes.Module) -> nodes.ClassDef:
- proxy = raw_building.build_class(cls_name)
- proxy.parent = builtins
- return proxy
- def _function_type(
- function: nodes.Lambda | bases.UnboundMethod, builtins: nodes.Module
- ) -> nodes.ClassDef:
- if isinstance(function, scoped_nodes.Lambda):
- if function.root().name == "builtins":
- cls_name = "builtin_function_or_method"
- else:
- cls_name = "function"
- elif isinstance(function, bases.BoundMethod):
- cls_name = "method"
- else:
- cls_name = "function"
- return _build_proxy_class(cls_name, builtins)
- def _object_type(
- node: SuccessfulInferenceResult, context: InferenceContext | None = None
- ) -> Generator[InferenceResult | None, None, None]:
- astroid_manager = manager.AstroidManager()
- builtins = astroid_manager.builtins_module
- context = context or InferenceContext()
- for inferred in node.infer(context=context):
- if isinstance(inferred, scoped_nodes.ClassDef):
- if inferred.newstyle:
- metaclass = inferred.metaclass(context=context)
- if metaclass:
- yield metaclass
- continue
- yield builtins.getattr("type")[0]
- elif isinstance(inferred, (scoped_nodes.Lambda, bases.UnboundMethod)):
- yield _function_type(inferred, builtins)
- elif isinstance(inferred, scoped_nodes.Module):
- yield _build_proxy_class("module", builtins)
- elif isinstance(inferred, nodes.Unknown):
- raise InferenceError
- elif isinstance(inferred, util.UninferableBase):
- yield inferred
- elif isinstance(inferred, (bases.Proxy, nodes.Slice, objects.Super)):
- yield inferred._proxied
- else: # pragma: no cover
- raise AssertionError(f"We don't handle {type(inferred)} currently")
- def object_type(
- node: SuccessfulInferenceResult, context: InferenceContext | None = None
- ) -> InferenceResult | None:
- """Obtain the type of the given node.
- This is used to implement the ``type`` builtin, which means that it's
- used for inferring type calls, as well as used in a couple of other places
- in the inference.
- The node will be inferred first, so this function can support all
- sorts of objects, as long as they support inference.
- """
- try:
- types = set(_object_type(node, context))
- except InferenceError:
- return util.Uninferable
- if len(types) > 1 or not types:
- return util.Uninferable
- return list(types)[0]
- def _object_type_is_subclass(
- obj_type, class_or_seq, context: InferenceContext | None = None
- ):
- if not isinstance(class_or_seq, (tuple, list)):
- class_seq = (class_or_seq,)
- else:
- class_seq = class_or_seq
- if isinstance(obj_type, util.UninferableBase):
- return util.Uninferable
- # Instances are not types
- class_seq = [
- item if not isinstance(item, bases.Instance) else util.Uninferable
- for item in class_seq
- ]
- # strict compatibility with issubclass
- # issubclass(type, (object, 1)) evaluates to true
- # issubclass(object, (1, type)) raises TypeError
- for klass in class_seq:
- if isinstance(klass, util.UninferableBase):
- raise AstroidTypeError("arg 2 must be a type or tuple of types")
- for obj_subclass in obj_type.mro():
- if obj_subclass == klass:
- return True
- return False
- def object_isinstance(node, class_or_seq, context: InferenceContext | None = None):
- """Check if a node 'isinstance' any node in class_or_seq.
- :param node: A given node
- :param class_or_seq: Union[nodes.NodeNG, Sequence[nodes.NodeNG]]
- :rtype: bool
- :raises AstroidTypeError: if the given ``classes_or_seq`` are not types
- """
- obj_type = object_type(node, context)
- if isinstance(obj_type, util.UninferableBase):
- return util.Uninferable
- return _object_type_is_subclass(obj_type, class_or_seq, context=context)
- def object_issubclass(node, class_or_seq, context: InferenceContext | None = None):
- """Check if a type is a subclass of any node in class_or_seq.
- :param node: A given node
- :param class_or_seq: Union[Nodes.NodeNG, Sequence[nodes.NodeNG]]
- :rtype: bool
- :raises AstroidTypeError: if the given ``classes_or_seq`` are not types
- :raises AstroidError: if the type of the given node cannot be inferred
- or its type's mro doesn't work
- """
- if not isinstance(node, nodes.ClassDef):
- raise TypeError(f"{node} needs to be a ClassDef node")
- return _object_type_is_subclass(node, class_or_seq, context=context)
- def safe_infer(
- node: nodes.NodeNG | bases.Proxy, context: InferenceContext | None = None
- ) -> InferenceResult | None:
- """Return the inferred value for the given node.
- Return None if inference failed or if there is some ambiguity (more than
- one node has been inferred).
- """
- try:
- inferit = node.infer(context=context)
- value = next(inferit)
- except (InferenceError, StopIteration):
- return None
- try:
- next(inferit)
- return None # None if there is ambiguity on the inferred node
- except InferenceError:
- return None # there is some kind of ambiguity
- except StopIteration:
- return value
- def has_known_bases(klass, context: InferenceContext | None = None) -> bool:
- """Return whether all base classes of a class could be inferred."""
- try:
- return klass._all_bases_known
- except AttributeError:
- pass
- for base in klass.bases:
- result = safe_infer(base, context=context)
- # TODO: check for A->B->A->B pattern in class structure too?
- if (
- not isinstance(result, scoped_nodes.ClassDef)
- or result is klass
- or not has_known_bases(result, context=context)
- ):
- klass._all_bases_known = False
- return False
- klass._all_bases_known = True
- return True
- def _type_check(type1, type2) -> bool:
- if not all(map(has_known_bases, (type1, type2))):
- raise _NonDeducibleTypeHierarchy
- if not all([type1.newstyle, type2.newstyle]):
- return False
- try:
- return type1 in type2.mro()[:-1]
- except MroError as e:
- # The MRO is invalid.
- raise _NonDeducibleTypeHierarchy from e
- def is_subtype(type1, type2) -> bool:
- """Check if *type1* is a subtype of *type2*."""
- return _type_check(type1=type2, type2=type1)
- def is_supertype(type1, type2) -> bool:
- """Check if *type2* is a supertype of *type1*."""
- return _type_check(type1, type2)
- def class_instance_as_index(node: SuccessfulInferenceResult) -> nodes.Const | None:
- """Get the value as an index for the given instance.
- If an instance provides an __index__ method, then it can
- be used in some scenarios where an integer is expected,
- for instance when multiplying or subscripting a list.
- """
- context = InferenceContext()
- try:
- for inferred in node.igetattr("__index__", context=context):
- if not isinstance(inferred, bases.BoundMethod):
- continue
- context.boundnode = node
- context.callcontext = CallContext(args=[], callee=inferred)
- for result in inferred.infer_call_result(node, context=context):
- if isinstance(result, nodes.Const) and isinstance(result.value, int):
- return result
- except InferenceError:
- pass
- return None
- def object_len(node, context: InferenceContext | None = None):
- """Infer length of given node object.
- :param Union[nodes.ClassDef, nodes.Instance] node:
- :param node: Node to infer length of
- :raises AstroidTypeError: If an invalid node is returned
- from __len__ method or no __len__ method exists
- :raises InferenceError: If the given node cannot be inferred
- or if multiple nodes are inferred or if the code executed in python
- would result in a infinite recursive check for length
- :rtype int: Integer length of node
- """
- # pylint: disable=import-outside-toplevel; circular import
- from astroid.objects import FrozenSet
- inferred_node = safe_infer(node, context=context)
- # prevent self referential length calls from causing a recursion error
- # see https://github.com/PyCQA/astroid/issues/777
- node_frame = node.frame(future=True)
- if (
- isinstance(node_frame, scoped_nodes.FunctionDef)
- and node_frame.name == "__len__"
- and hasattr(inferred_node, "_proxied")
- and inferred_node._proxied == node_frame.parent
- ):
- message = (
- "Self referential __len__ function will "
- "cause a RecursionError on line {} of {}".format(
- node.lineno, node.root().file
- )
- )
- raise InferenceError(message)
- if inferred_node is None or isinstance(inferred_node, util.UninferableBase):
- raise InferenceError(node=node)
- if isinstance(inferred_node, nodes.Const) and isinstance(
- inferred_node.value, (bytes, str)
- ):
- return len(inferred_node.value)
- if isinstance(inferred_node, (nodes.List, nodes.Set, nodes.Tuple, FrozenSet)):
- return len(inferred_node.elts)
- if isinstance(inferred_node, nodes.Dict):
- return len(inferred_node.items)
- node_type = object_type(inferred_node, context=context)
- if not node_type:
- raise InferenceError(node=node)
- try:
- len_call = next(node_type.igetattr("__len__", context=context))
- except StopIteration as e:
- raise AstroidTypeError(str(e)) from e
- except AttributeInferenceError as e:
- raise AstroidTypeError(
- f"object of type '{node_type.pytype()}' has no len()"
- ) from e
- inferred = len_call.infer_call_result(node, context)
- if isinstance(inferred, util.UninferableBase):
- raise InferenceError(node=node, context=context)
- result_of_len = next(inferred, None)
- if (
- isinstance(result_of_len, nodes.Const)
- and result_of_len.pytype() == "builtins.int"
- ):
- return result_of_len.value
- if (
- result_of_len is None
- or isinstance(result_of_len, bases.Instance)
- and result_of_len.is_subtype_of("builtins.int")
- ):
- # Fake a result as we don't know the arguments of the instance call.
- return 0
- raise AstroidTypeError(
- f"'{result_of_len}' object cannot be interpreted as an integer"
- )
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