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Files and Folders in: //opt/cloudlinux/venv/lib//python3.11/site-packages/astroid/brain

NameTypeSizeLast ModifiedActions
__pycache__ Directory - -
__init__.py File 0 bytes April 17 2025 13:10:59.
brain_argparse.py File 1557 bytes April 17 2025 13:10:59.
brain_attrs.py File 3038 bytes April 17 2025 13:10:59.
brain_boto3.py File 1012 bytes April 17 2025 13:10:59.
brain_builtin_inference.py File 34254 bytes April 17 2025 13:10:59.
brain_collections.py File 4416 bytes April 17 2025 13:10:59.
brain_crypt.py File 863 bytes April 17 2025 13:10:59.
brain_ctypes.py File 2660 bytes April 17 2025 13:10:59.
brain_curses.py File 3477 bytes April 17 2025 13:10:59.
brain_dataclasses.py File 22089 bytes April 17 2025 13:10:59.
brain_dateutil.py File 767 bytes April 17 2025 13:10:59.
brain_fstrings.py File 2471 bytes April 17 2025 13:10:59.
brain_functools.py File 5986 bytes April 17 2025 13:10:59.
brain_gi.py File 7543 bytes April 17 2025 13:10:59.
brain_hashlib.py File 2821 bytes April 17 2025 13:10:59.
brain_http.py File 10640 bytes April 17 2025 13:10:59.
brain_hypothesis.py File 1732 bytes April 17 2025 13:10:59.
brain_io.py File 1526 bytes April 17 2025 13:10:59.
brain_mechanize.py File 2646 bytes April 17 2025 13:10:59.
brain_multiprocessing.py File 3211 bytes April 17 2025 13:10:59.
brain_namedtuple_enum.py File 22725 bytes April 17 2025 13:10:59.
brain_nose.py File 2320 bytes April 17 2025 13:10:59.
brain_numpy_core_einsumfunc.py File 825 bytes April 17 2025 13:10:59.
brain_numpy_core_fromnumeric.py File 732 bytes April 17 2025 13:10:59.
brain_numpy_core_function_base.py File 1298 bytes April 17 2025 13:10:59.
brain_numpy_core_multiarray.py File 4238 bytes April 17 2025 13:10:59.
brain_numpy_core_numeric.py File 1629 bytes April 17 2025 13:10:59.
brain_numpy_core_numerictypes.py File 8546 bytes April 17 2025 13:10:59.
brain_numpy_core_umath.py File 4893 bytes April 17 2025 13:10:59.
brain_numpy_ma.py File 896 bytes April 17 2025 13:10:59.
brain_numpy_ndarray.py File 8998 bytes April 17 2025 13:10:59.
brain_numpy_random_mtrand.py File 3436 bytes April 17 2025 13:10:59.
brain_numpy_utils.py File 2637 bytes April 17 2025 13:10:59.
brain_pathlib.py File 1542 bytes April 17 2025 13:10:59.
brain_pkg_resources.py File 2200 bytes April 17 2025 13:10:59.
brain_pytest.py File 2223 bytes April 17 2025 13:10:59.
brain_qt.py File 2808 bytes April 17 2025 13:10:59.
brain_random.py File 2890 bytes April 17 2025 13:10:59.
brain_re.py File 2870 bytes April 17 2025 13:10:59.
brain_regex.py File 3362 bytes April 17 2025 13:10:59.
brain_responses.py File 1868 bytes April 17 2025 13:10:59.
brain_scipy_signal.py File 2276 bytes April 17 2025 13:10:59.
brain_signal.py File 3880 bytes April 17 2025 13:10:59.
brain_six.py File 7594 bytes April 17 2025 13:10:59.
brain_sqlalchemy.py File 1009 bytes April 17 2025 13:10:59.
brain_ssl.py File 6554 bytes April 17 2025 13:10:59.
brain_subprocess.py File 2996 bytes April 17 2025 13:10:59.
brain_threading.py File 870 bytes April 17 2025 13:10:59.
brain_type.py File 2483 bytes April 17 2025 13:10:59.
brain_typing.py File 14315 bytes April 17 2025 13:10:59.
brain_unittest.py File 1147 bytes April 17 2025 13:10:59.
brain_uuid.py File 667 bytes April 17 2025 13:10:59.
helpers.py File 908 bytes April 17 2025 13:10:59.

Reading File: //opt/cloudlinux/venv/lib//python3.11/site-packages/astroid/brain/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

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