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diff --git a/.venv/lib/python3.12/site-packages/numpy/testing/_private/utils.pyi b/.venv/lib/python3.12/site-packages/numpy/testing/_private/utils.pyi
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+import os
+import sys
+import ast
+import types
+import warnings
+import unittest
+import contextlib
+from re import Pattern
+from collections.abc import Callable, Iterable, Sequence
+from typing import (
+ Literal as L,
+ Any,
+ AnyStr,
+ ClassVar,
+ NoReturn,
+ overload,
+ type_check_only,
+ TypeVar,
+ Union,
+ Final,
+ SupportsIndex,
+)
+if sys.version_info >= (3, 10):
+ from typing import ParamSpec
+else:
+ from typing_extensions import ParamSpec
+
+from numpy import generic, dtype, number, object_, bool_, _FloatValue
+from numpy._typing import (
+ NDArray,
+ ArrayLike,
+ DTypeLike,
+ _ArrayLikeNumber_co,
+ _ArrayLikeObject_co,
+ _ArrayLikeTD64_co,
+ _ArrayLikeDT64_co,
+)
+
+from unittest.case import (
+ SkipTest as SkipTest,
+)
+
+_P = ParamSpec("_P")
+_T = TypeVar("_T")
+_ET = TypeVar("_ET", bound=BaseException)
+_FT = TypeVar("_FT", bound=Callable[..., Any])
+
+# Must return a bool or an ndarray/generic type
+# that is supported by `np.logical_and.reduce`
+_ComparisonFunc = Callable[
+ [NDArray[Any], NDArray[Any]],
+ Union[
+ bool,
+ bool_,
+ number[Any],
+ NDArray[Union[bool_, number[Any], object_]],
+ ],
+]
+
+__all__: list[str]
+
+class KnownFailureException(Exception): ...
+class IgnoreException(Exception): ...
+
+class clear_and_catch_warnings(warnings.catch_warnings):
+ class_modules: ClassVar[tuple[types.ModuleType, ...]]
+ modules: set[types.ModuleType]
+ @overload
+ def __new__(
+ cls,
+ record: L[False] = ...,
+ modules: Iterable[types.ModuleType] = ...,
+ ) -> _clear_and_catch_warnings_without_records: ...
+ @overload
+ def __new__(
+ cls,
+ record: L[True],
+ modules: Iterable[types.ModuleType] = ...,
+ ) -> _clear_and_catch_warnings_with_records: ...
+ @overload
+ def __new__(
+ cls,
+ record: bool,
+ modules: Iterable[types.ModuleType] = ...,
+ ) -> clear_and_catch_warnings: ...
+ def __enter__(self) -> None | list[warnings.WarningMessage]: ...
+ def __exit__(
+ self,
+ __exc_type: None | type[BaseException] = ...,
+ __exc_val: None | BaseException = ...,
+ __exc_tb: None | types.TracebackType = ...,
+ ) -> None: ...
+
+# Type-check only `clear_and_catch_warnings` subclasses for both values of the
+# `record` parameter. Copied from the stdlib `warnings` stubs.
+
+@type_check_only
+class _clear_and_catch_warnings_with_records(clear_and_catch_warnings):
+ def __enter__(self) -> list[warnings.WarningMessage]: ...
+
+@type_check_only
+class _clear_and_catch_warnings_without_records(clear_and_catch_warnings):
+ def __enter__(self) -> None: ...
+
+class suppress_warnings:
+ log: list[warnings.WarningMessage]
+ def __init__(
+ self,
+ forwarding_rule: L["always", "module", "once", "location"] = ...,
+ ) -> None: ...
+ def filter(
+ self,
+ category: type[Warning] = ...,
+ message: str = ...,
+ module: None | types.ModuleType = ...,
+ ) -> None: ...
+ def record(
+ self,
+ category: type[Warning] = ...,
+ message: str = ...,
+ module: None | types.ModuleType = ...,
+ ) -> list[warnings.WarningMessage]: ...
+ def __enter__(self: _T) -> _T: ...
+ def __exit__(
+ self,
+ __exc_type: None | type[BaseException] = ...,
+ __exc_val: None | BaseException = ...,
+ __exc_tb: None | types.TracebackType = ...,
+ ) -> None: ...
+ def __call__(self, func: _FT) -> _FT: ...
+
+verbose: int
+IS_PYPY: Final[bool]
+IS_PYSTON: Final[bool]
+HAS_REFCOUNT: Final[bool]
+HAS_LAPACK64: Final[bool]
+
+def assert_(val: object, msg: str | Callable[[], str] = ...) -> None: ...
+
+# Contrary to runtime we can't do `os.name` checks while type checking,
+# only `sys.platform` checks
+if sys.platform == "win32" or sys.platform == "cygwin":
+ def memusage(processName: str = ..., instance: int = ...) -> int: ...
+elif sys.platform == "linux":
+ def memusage(_proc_pid_stat: str | bytes | os.PathLike[Any] = ...) -> None | int: ...
+else:
+ def memusage() -> NoReturn: ...
+
+if sys.platform == "linux":
+ def jiffies(
+ _proc_pid_stat: str | bytes | os.PathLike[Any] = ...,
+ _load_time: list[float] = ...,
+ ) -> int: ...
+else:
+ def jiffies(_load_time: list[float] = ...) -> int: ...
+
+def build_err_msg(
+ arrays: Iterable[object],
+ err_msg: str,
+ header: str = ...,
+ verbose: bool = ...,
+ names: Sequence[str] = ...,
+ precision: None | SupportsIndex = ...,
+) -> str: ...
+
+def assert_equal(
+ actual: object,
+ desired: object,
+ err_msg: str = ...,
+ verbose: bool = ...,
+) -> None: ...
+
+def print_assert_equal(
+ test_string: str,
+ actual: object,
+ desired: object,
+) -> None: ...
+
+def assert_almost_equal(
+ actual: _ArrayLikeNumber_co | _ArrayLikeObject_co,
+ desired: _ArrayLikeNumber_co | _ArrayLikeObject_co,
+ decimal: int = ...,
+ err_msg: str = ...,
+ verbose: bool = ...,
+) -> None: ...
+
+# Anything that can be coerced into `builtins.float`
+def assert_approx_equal(
+ actual: _FloatValue,
+ desired: _FloatValue,
+ significant: int = ...,
+ err_msg: str = ...,
+ verbose: bool = ...,
+) -> None: ...
+
+def assert_array_compare(
+ comparison: _ComparisonFunc,
+ x: ArrayLike,
+ y: ArrayLike,
+ err_msg: str = ...,
+ verbose: bool = ...,
+ header: str = ...,
+ precision: SupportsIndex = ...,
+ equal_nan: bool = ...,
+ equal_inf: bool = ...,
+ *,
+ strict: bool = ...
+) -> None: ...
+
+def assert_array_equal(
+ x: ArrayLike,
+ y: ArrayLike,
+ err_msg: str = ...,
+ verbose: bool = ...,
+ *,
+ strict: bool = ...
+) -> None: ...
+
+def assert_array_almost_equal(
+ x: _ArrayLikeNumber_co | _ArrayLikeObject_co,
+ y: _ArrayLikeNumber_co | _ArrayLikeObject_co,
+ decimal: float = ...,
+ err_msg: str = ...,
+ verbose: bool = ...,
+) -> None: ...
+
+@overload
+def assert_array_less(
+ x: _ArrayLikeNumber_co | _ArrayLikeObject_co,
+ y: _ArrayLikeNumber_co | _ArrayLikeObject_co,
+ err_msg: str = ...,
+ verbose: bool = ...,
+) -> None: ...
+@overload
+def assert_array_less(
+ x: _ArrayLikeTD64_co,
+ y: _ArrayLikeTD64_co,
+ err_msg: str = ...,
+ verbose: bool = ...,
+) -> None: ...
+@overload
+def assert_array_less(
+ x: _ArrayLikeDT64_co,
+ y: _ArrayLikeDT64_co,
+ err_msg: str = ...,
+ verbose: bool = ...,
+) -> None: ...
+
+def runstring(
+ astr: str | bytes | types.CodeType,
+ dict: None | dict[str, Any],
+) -> Any: ...
+
+def assert_string_equal(actual: str, desired: str) -> None: ...
+
+def rundocs(
+ filename: None | str | os.PathLike[str] = ...,
+ raise_on_error: bool = ...,
+) -> None: ...
+
+def raises(*args: type[BaseException]) -> Callable[[_FT], _FT]: ...
+
+@overload
+def assert_raises( # type: ignore
+ expected_exception: type[BaseException] | tuple[type[BaseException], ...],
+ callable: Callable[_P, Any],
+ /,
+ *args: _P.args,
+ **kwargs: _P.kwargs,
+) -> None: ...
+@overload
+def assert_raises(
+ expected_exception: type[_ET] | tuple[type[_ET], ...],
+ *,
+ msg: None | str = ...,
+) -> unittest.case._AssertRaisesContext[_ET]: ...
+
+@overload
+def assert_raises_regex(
+ expected_exception: type[BaseException] | tuple[type[BaseException], ...],
+ expected_regex: str | bytes | Pattern[Any],
+ callable: Callable[_P, Any],
+ /,
+ *args: _P.args,
+ **kwargs: _P.kwargs,
+) -> None: ...
+@overload
+def assert_raises_regex(
+ expected_exception: type[_ET] | tuple[type[_ET], ...],
+ expected_regex: str | bytes | Pattern[Any],
+ *,
+ msg: None | str = ...,
+) -> unittest.case._AssertRaisesContext[_ET]: ...
+
+def decorate_methods(
+ cls: type[Any],
+ decorator: Callable[[Callable[..., Any]], Any],
+ testmatch: None | str | bytes | Pattern[Any] = ...,
+) -> None: ...
+
+def measure(
+ code_str: str | bytes | ast.mod | ast.AST,
+ times: int = ...,
+ label: None | str = ...,
+) -> float: ...
+
+@overload
+def assert_allclose(
+ actual: _ArrayLikeNumber_co | _ArrayLikeObject_co,
+ desired: _ArrayLikeNumber_co | _ArrayLikeObject_co,
+ rtol: float = ...,
+ atol: float = ...,
+ equal_nan: bool = ...,
+ err_msg: str = ...,
+ verbose: bool = ...,
+) -> None: ...
+@overload
+def assert_allclose(
+ actual: _ArrayLikeTD64_co,
+ desired: _ArrayLikeTD64_co,
+ rtol: float = ...,
+ atol: float = ...,
+ equal_nan: bool = ...,
+ err_msg: str = ...,
+ verbose: bool = ...,
+) -> None: ...
+
+def assert_array_almost_equal_nulp(
+ x: _ArrayLikeNumber_co,
+ y: _ArrayLikeNumber_co,
+ nulp: float = ...,
+) -> None: ...
+
+def assert_array_max_ulp(
+ a: _ArrayLikeNumber_co,
+ b: _ArrayLikeNumber_co,
+ maxulp: float = ...,
+ dtype: DTypeLike = ...,
+) -> NDArray[Any]: ...
+
+@overload
+def assert_warns(
+ warning_class: type[Warning],
+) -> contextlib._GeneratorContextManager[None]: ...
+@overload
+def assert_warns(
+ warning_class: type[Warning],
+ func: Callable[_P, _T],
+ /,
+ *args: _P.args,
+ **kwargs: _P.kwargs,
+) -> _T: ...
+
+@overload
+def assert_no_warnings() -> contextlib._GeneratorContextManager[None]: ...
+@overload
+def assert_no_warnings(
+ func: Callable[_P, _T],
+ /,
+ *args: _P.args,
+ **kwargs: _P.kwargs,
+) -> _T: ...
+
+@overload
+def tempdir(
+ suffix: None = ...,
+ prefix: None = ...,
+ dir: None = ...,
+) -> contextlib._GeneratorContextManager[str]: ...
+@overload
+def tempdir(
+ suffix: None | AnyStr = ...,
+ prefix: None | AnyStr = ...,
+ dir: None | AnyStr | os.PathLike[AnyStr] = ...,
+) -> contextlib._GeneratorContextManager[AnyStr]: ...
+
+@overload
+def temppath(
+ suffix: None = ...,
+ prefix: None = ...,
+ dir: None = ...,
+ text: bool = ...,
+) -> contextlib._GeneratorContextManager[str]: ...
+@overload
+def temppath(
+ suffix: None | AnyStr = ...,
+ prefix: None | AnyStr = ...,
+ dir: None | AnyStr | os.PathLike[AnyStr] = ...,
+ text: bool = ...,
+) -> contextlib._GeneratorContextManager[AnyStr]: ...
+
+@overload
+def assert_no_gc_cycles() -> contextlib._GeneratorContextManager[None]: ...
+@overload
+def assert_no_gc_cycles(
+ func: Callable[_P, Any],
+ /,
+ *args: _P.args,
+ **kwargs: _P.kwargs,
+) -> None: ...
+
+def break_cycles() -> None: ...