# Copyright (c) 2019-2020 hippo91 # Copyright (c) 2019 Claudiu Popa # Licensed under the LGPL: https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html # For details: https://github.com/PyCQA/astroid/blob/master/COPYING.LESSER """Different utilities for the numpy brains""" import astroid def infer_numpy_member(src, node, context=None): node = astroid.extract_node(src) return node.infer(context=context) def _is_a_numpy_module(node: astroid.node_classes.Name) -> bool: """ Returns True if the node is a representation of a numpy module. For example in : import numpy as np x = np.linspace(1, 2) The node is a representation of the numpy module. :param node: node to test :return: True if the node is a representation of the numpy module. """ module_nickname = node.name potential_import_target = [ x for x in node.lookup(module_nickname)[1] if isinstance(x, astroid.Import) ] for target in potential_import_target: if ("numpy", module_nickname) in target.names: return True return False def looks_like_numpy_member( member_name: str, node: astroid.node_classes.NodeNG ) -> bool: """ Returns True if the node is a member of numpy whose name is member_name. :param member_name: name of the member :param node: node to test :return: True if the node is a member of numpy """ if ( isinstance(node, astroid.Attribute) and node.attrname == member_name and isinstance(node.expr, astroid.Name) and _is_a_numpy_module(node.expr) ): return True if ( isinstance(node, astroid.Name) and node.name == member_name and node.root().name.startswith("numpy") ): return True return False