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+"""
+``numpy.lib`` is mostly a space for implementing functions that don't
+belong in core or in another NumPy submodule with a clear purpose
+(e.g. ``random``, ``fft``, ``linalg``, ``ma``).
+
+``numpy.lib``'s private submodules contain basic functions that are used by
+other public modules and are useful to have in the main name-space.
+
+"""
+
+# Public submodules
+# Note: recfunctions is public, but not imported
+from numpy._core._multiarray_umath import add_docstring, tracemalloc_domain
+from numpy._core.function_base import add_newdoc
+
+# Private submodules
+# load module names. See https://github.com/networkx/networkx/issues/5838
+from . import (
+ _arraypad_impl,
+ _arraysetops_impl,
+ _arrayterator_impl,
+ _function_base_impl,
+ _histograms_impl,
+ _index_tricks_impl,
+ _nanfunctions_impl,
+ _npyio_impl,
+ _polynomial_impl,
+ _shape_base_impl,
+ _stride_tricks_impl,
+ _twodim_base_impl,
+ _type_check_impl,
+ _ufunclike_impl,
+ _utils_impl,
+ _version,
+ array_utils,
+ format,
+ introspect,
+ mixins,
+ npyio,
+ scimath,
+ stride_tricks,
+)
+
+# numpy.lib namespace members
+from ._arrayterator_impl import Arrayterator
+from ._version import NumpyVersion
+
+__all__ = [
+ "Arrayterator", "add_docstring", "add_newdoc", "array_utils",
+ "format", "introspect", "mixins", "NumpyVersion", "npyio", "scimath",
+ "stride_tricks", "tracemalloc_domain",
+]
+
+add_newdoc.__module__ = "numpy.lib"
+
+from numpy._pytesttester import PytestTester
+
+test = PytestTester(__name__)
+del PytestTester
+
+def __getattr__(attr):
+ # Warn for deprecated/removed aliases
+ import math
+ import warnings
+
+ if attr == "math":
+ warnings.warn(
+ "`np.lib.math` is a deprecated alias for the standard library "
+ "`math` module (Deprecated Numpy 1.25). Replace usages of "
+ "`numpy.lib.math` with `math`", DeprecationWarning, stacklevel=2)
+ return math
+ elif attr == "emath":
+ raise AttributeError(
+ "numpy.lib.emath was an alias for emath module that was removed "
+ "in NumPy 2.0. Replace usages of numpy.lib.emath with "
+ "numpy.emath.",
+ name=None
+ )
+ elif attr in (
+ "histograms", "type_check", "nanfunctions", "function_base",
+ "arraypad", "arraysetops", "ufunclike", "utils", "twodim_base",
+ "shape_base", "polynomial", "index_tricks",
+ ):
+ raise AttributeError(
+ f"numpy.lib.{attr} is now private. If you are using a public "
+ "function, it should be available in the main numpy namespace, "
+ "otherwise check the NumPy 2.0 migration guide.",
+ name=None
+ )
+ elif attr == "arrayterator":
+ raise AttributeError(
+ "numpy.lib.arrayterator submodule is now private. To access "
+ "Arrayterator class use numpy.lib.Arrayterator.",
+ name=None
+ )
+ else:
+ raise AttributeError(f"module {__name__!r} has no attribute {attr!r}")