|
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, |
|
Final, |
|
SupportsIndex, |
|
ParamSpec |
|
) |
|
|
|
import numpy as np |
|
from numpy import number, object_, _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]], |
|
( |
|
bool |
|
| np.bool |
|
| number[Any] |
|
| NDArray[np.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: object = ..., |
|
verbose: bool = ..., |
|
*, |
|
strict: 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: object = ..., |
|
verbose: bool = ..., |
|
) -> None: ... |
|
|
|
# Anything that can be coerced into `builtins.float` |
|
def assert_approx_equal( |
|
actual: _FloatValue, |
|
desired: _FloatValue, |
|
significant: int = ..., |
|
err_msg: object = ..., |
|
verbose: bool = ..., |
|
) -> None: ... |
|
|
|
def assert_array_compare( |
|
comparison: _ComparisonFunc, |
|
x: ArrayLike, |
|
y: ArrayLike, |
|
err_msg: object = ..., |
|
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: object = ..., |
|
verbose: bool = ..., |
|
*, |
|
strict: bool = ... |
|
) -> None: ... |
|
|
|
def assert_array_almost_equal( |
|
x: _ArrayLikeNumber_co | _ArrayLikeObject_co, |
|
y: _ArrayLikeNumber_co | _ArrayLikeObject_co, |
|
/, |
|
decimal: float = ..., |
|
err_msg: object = ..., |
|
verbose: bool = ..., |
|
) -> None: ... |
|
|
|
@overload |
|
def assert_array_less( |
|
x: _ArrayLikeNumber_co | _ArrayLikeObject_co, |
|
y: _ArrayLikeNumber_co | _ArrayLikeObject_co, |
|
err_msg: object = ..., |
|
verbose: bool = ..., |
|
*, |
|
strict: bool = ... |
|
) -> None: ... |
|
@overload |
|
def assert_array_less( |
|
x: _ArrayLikeTD64_co, |
|
y: _ArrayLikeTD64_co, |
|
err_msg: object = ..., |
|
verbose: bool = ..., |
|
*, |
|
strict: bool = ... |
|
) -> None: ... |
|
@overload |
|
def assert_array_less( |
|
x: _ArrayLikeDT64_co, |
|
y: _ArrayLikeDT64_co, |
|
err_msg: object = ..., |
|
verbose: bool = ..., |
|
*, |
|
strict: 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: object = ..., |
|
verbose: bool = ..., |
|
*, |
|
strict: bool = ... |
|
) -> None: ... |
|
@overload |
|
def assert_allclose( |
|
actual: _ArrayLikeTD64_co, |
|
desired: _ArrayLikeTD64_co, |
|
rtol: float = ..., |
|
atol: float = ..., |
|
equal_nan: bool = ..., |
|
err_msg: object = ..., |
|
verbose: bool = ..., |
|
*, |
|
strict: 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: ... |
|
|