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File Content: `brain_numpy_utils.py`

# 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

"""Different utilities for the numpy brains."""

from __future__ import annotations

from astroid.builder import extract_node
from astroid.context import InferenceContext
from astroid.nodes.node_classes import Attribute, Import, Name, NodeNG

# Class subscript is available in numpy starting with version 1.20.0
NUMPY_VERSION_TYPE_HINTS_SUPPORT = ("1", "20", "0")


def numpy_supports_type_hints() -> bool:
    """Returns True if numpy supports type hints."""
    np_ver = _get_numpy_version()
    return np_ver and np_ver > NUMPY_VERSION_TYPE_HINTS_SUPPORT


def _get_numpy_version() -> tuple[str, str, str]:
    """
    Return the numpy version number if numpy can be imported.

    Otherwise returns ('0', '0', '0')
    """
    try:
        import numpy  # pylint: disable=import-outside-toplevel

        return tuple(numpy.version.version.split("."))
    except (ImportError, AttributeError):
        return ("0", "0", "0")


def infer_numpy_member(src, node, context: InferenceContext | None = None):
    node = extract_node(src)
    return node.infer(context=context)


def _is_a_numpy_module(node: 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 <Name.np> 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, Import)
    ]
    return any(
        ("numpy", module_nickname) in target.names or ("numpy", None) in target.names
        for target in potential_import_target
    )


def looks_like_numpy_member(member_name: str, node: 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, Attribute)
        and node.attrname == member_name
        and isinstance(node.expr, Name)
        and _is_a_numpy_module(node.expr)
    ):
        return True
    if (
        isinstance(node, Name)
        and node.name == member_name
        and node.root().name.startswith("numpy")
    ):
        return True
    return False

Name	Size	Permission
__pycache__	---	0755
__init__.py	0 bytes	0644
brain_argparse.py	1557 bytes	0644
brain_attrs.py	3038 bytes	0644
brain_boto3.py	1012 bytes	0644
brain_builtin_inference.py	34254 bytes	0644
brain_collections.py	4416 bytes	0644
brain_crypt.py	863 bytes	0644
brain_ctypes.py	2660 bytes	0644
brain_curses.py	3477 bytes	0644
brain_dataclasses.py	22089 bytes	0644
brain_dateutil.py	767 bytes	0644
brain_fstrings.py	2471 bytes	0644
brain_functools.py	5986 bytes	0644
brain_gi.py	7543 bytes	0644
brain_hashlib.py	2821 bytes	0644
brain_http.py	10640 bytes	0644
brain_hypothesis.py	1732 bytes	0644
brain_io.py	1526 bytes	0644
brain_mechanize.py	2646 bytes	0644
brain_multiprocessing.py	3211 bytes	0644
brain_namedtuple_enum.py	22725 bytes	0644
brain_nose.py	2320 bytes	0644
brain_numpy_core_einsumfunc.py	825 bytes	0644
brain_numpy_core_fromnumeric.py	732 bytes	0644
brain_numpy_core_function_base.py	1298 bytes	0644
brain_numpy_core_multiarray.py	4238 bytes	0644
brain_numpy_core_numeric.py	1629 bytes	0644
brain_numpy_core_numerictypes.py	8546 bytes	0644
brain_numpy_core_umath.py	4893 bytes	0644
brain_numpy_ma.py	896 bytes	0644
brain_numpy_ndarray.py	8998 bytes	0644
brain_numpy_random_mtrand.py	3436 bytes	0644
brain_numpy_utils.py	2637 bytes	0644
brain_pathlib.py	1542 bytes	0644
brain_pkg_resources.py	2200 bytes	0644
brain_pytest.py	2223 bytes	0644
brain_qt.py	2808 bytes	0644
brain_random.py	2890 bytes	0644
brain_re.py	2870 bytes	0644
brain_regex.py	3362 bytes	0644
brain_responses.py	1868 bytes	0644
brain_scipy_signal.py	2276 bytes	0644
brain_signal.py	3880 bytes	0644
brain_six.py	7594 bytes	0644
brain_sqlalchemy.py	1009 bytes	0644
brain_ssl.py	6554 bytes	0644
brain_subprocess.py	2996 bytes	0644
brain_threading.py	870 bytes	0644
brain_type.py	2483 bytes	0644
brain_typing.py	14315 bytes	0644
brain_unittest.py	1147 bytes	0644
brain_uuid.py	667 bytes	0644
helpers.py	908 bytes	0644

File Content: brain_numpy_utils.py

File Content: `brain_numpy_utils.py`