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import sys
from typing import overload, Tuple, Union, Sequence, Any
from numpy import ndarray
from numpy.typing import ArrayLike, DTypeLike, _SupportsArray, _NumberLike_co
if sys.version_info >= (3, 8):
from typing import SupportsIndex, Literal
else:
from typing_extensions import SupportsIndex, Literal
# TODO: wait for support for recursive types
_ArrayLikeNested = Sequence[Sequence[Any]]
_ArrayLikeNumber = Union[
_NumberLike_co, Sequence[_NumberLike_co], ndarray, _SupportsArray, _ArrayLikeNested
]
@overload
def linspace(
start: _ArrayLikeNumber,
stop: _ArrayLikeNumber,
num: SupportsIndex = ...,
endpoint: bool = ...,
retstep: Literal[False] = ...,
dtype: DTypeLike = ...,
axis: SupportsIndex = ...,
) -> ndarray: ...
@overload
def linspace(
start: _ArrayLikeNumber,
stop: _ArrayLikeNumber,
num: SupportsIndex = ...,
endpoint: bool = ...,
retstep: Literal[True] = ...,
dtype: DTypeLike = ...,
axis: SupportsIndex = ...,
) -> Tuple[ndarray, Any]: ...
def logspace(
start: _ArrayLikeNumber,
stop: _ArrayLikeNumber,
num: SupportsIndex = ...,
endpoint: bool = ...,
base: _ArrayLikeNumber = ...,
dtype: DTypeLike = ...,
axis: SupportsIndex = ...,
) -> ndarray: ...
def geomspace(
start: _ArrayLikeNumber,
stop: _ArrayLikeNumber,
num: SupportsIndex = ...,
endpoint: bool = ...,
dtype: DTypeLike = ...,
axis: SupportsIndex = ...,
) -> ndarray: ...
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