Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
166 changes: 132 additions & 34 deletions src/numpy-stubs/_core/shape_base.pyi
Original file line number Diff line number Diff line change
@@ -1,98 +1,196 @@
from collections.abc import Sequence
from typing import Any, SupportsIndex, overload
from typing_extensions import TypeVar
from typing import Any, SupportsIndex, TypeAlias, overload
from typing_extensions import TypeVar, Unpack

import numpy as np
from numpy._typing import ArrayLike, DTypeLike, NDArray, _ArrayLike, _DTypeLike

__all__ = ["atleast_1d", "atleast_2d", "atleast_3d", "block", "hstack", "stack", "unstack", "vstack"]

###

_SCT = TypeVar("_SCT", bound=np.generic)
_SCT0 = TypeVar("_SCT0", bound=np.generic)
_SCT1 = TypeVar("_SCT1", bound=np.generic)

_ArrayT = TypeVar("_ArrayT", bound=NDArray[Any])

_Array1T = TypeVar("_Array1T", bound=np.ndarray[_AtLeast1D, np.dtype[Any]])
_Array1T0 = TypeVar("_Array1T0", bound=np.ndarray[_AtLeast1D, np.dtype[Any]])
_Array1T1 = TypeVar("_Array1T1", bound=np.ndarray[_AtLeast1D, np.dtype[Any]])

_Array2T = TypeVar("_Array2T", bound=np.ndarray[_AtLeast2D, np.dtype[Any]])
_Array2T0 = TypeVar("_Array2T0", bound=np.ndarray[_AtLeast2D, np.dtype[Any]])
_Array2T1 = TypeVar("_Array2T1", bound=np.ndarray[_AtLeast2D, np.dtype[Any]])

_Array3T = TypeVar("_Array3T", bound=np.ndarray[_AtLeast3D, np.dtype[Any]])
_Array3T0 = TypeVar("_Array3T0", bound=np.ndarray[_AtLeast3D, np.dtype[Any]])
_Array3T1 = TypeVar("_Array3T1", bound=np.ndarray[_AtLeast3D, np.dtype[Any]])

_AtLeast1D: TypeAlias = tuple[int, Unpack[tuple[int, ...]]]
_AtLeast2D: TypeAlias = tuple[int, int, Unpack[tuple[int, ...]]]
_AtLeast3D: TypeAlias = tuple[int, int, int, Unpack[tuple[int, ...]]]

###

#
@overload
def atleast_1d(arys: _ArrayLike[_SCT], /) -> NDArray[_SCT]: ...
def atleast_1d(a0: _Array1T, /) -> _Array1T: ...
@overload
def atleast_1d(a0: _Array1T0, a1: _Array1T1, /) -> tuple[_Array1T0, _Array1T1]: ...
@overload
def atleast_1d(a0: _Array1T, a1: _Array1T, /, *arys: _Array1T) -> tuple[_Array1T, ...]: ...
@overload
def atleast_1d(a0: _ArrayLike[_SCT], /) -> NDArray[_SCT]: ...
@overload
def atleast_1d(a0: _ArrayLike[_SCT0], a2: _ArrayLike[_SCT1], /) -> tuple[NDArray[_SCT0], NDArray[_SCT1]]: ...
@overload
def atleast_1d(arys: ArrayLike, /) -> NDArray[Any]: ...
def atleast_1d(a0: _ArrayLike[_SCT], a2: _ArrayLike[_SCT], /, *arys: _ArrayLike[_SCT]) -> tuple[NDArray[_SCT], ...]: ...
@overload
def atleast_1d(*arys: ArrayLike) -> tuple[NDArray[Any], ...]: ...
def atleast_1d(a0: ArrayLike, /) -> NDArray[Any]: ...
@overload
def atleast_1d(a0: ArrayLike, a2: ArrayLike, /) -> tuple[NDArray[Any], NDArray[Any]]: ...
@overload
def atleast_1d(a0: ArrayLike, a2: ArrayLike, /, *arys: ArrayLike) -> tuple[NDArray[Any], ...]: ...

#
@overload
def atleast_2d(arys: _ArrayLike[_SCT], /) -> NDArray[_SCT]: ...
def atleast_2d(a0: _Array2T, /) -> _Array2T: ...
@overload
def atleast_2d(a0: _Array2T0, a1: _Array2T1, /) -> tuple[_Array2T0, _Array2T1]: ...
@overload
def atleast_2d(a0: _Array2T, a1: _Array2T, /, *arys: _Array2T) -> tuple[_Array2T, ...]: ...
@overload
def atleast_2d(a0: _ArrayLike[_SCT], /) -> NDArray[_SCT]: ...
@overload
def atleast_2d(a0: _ArrayLike[_SCT0], a2: _ArrayLike[_SCT1], /) -> tuple[NDArray[_SCT0], NDArray[_SCT1]]: ...
@overload
def atleast_2d(arys: ArrayLike, /) -> NDArray[Any]: ...
def atleast_2d(a0: _ArrayLike[_SCT], a2: _ArrayLike[_SCT], /, *arys: _ArrayLike[_SCT]) -> tuple[NDArray[_SCT], ...]: ...
@overload
def atleast_2d(*arys: ArrayLike) -> tuple[NDArray[Any], ...]: ...
def atleast_2d(a0: ArrayLike, /) -> NDArray[Any]: ...
@overload
def atleast_2d(a0: ArrayLike, a2: ArrayLike, /) -> tuple[NDArray[Any], NDArray[Any]]: ...
@overload
def atleast_2d(a0: ArrayLike, a2: ArrayLike, /, *arys: ArrayLike) -> tuple[NDArray[Any], ...]: ...

#
@overload
def atleast_3d(arys: _ArrayLike[_SCT], /) -> NDArray[_SCT]: ...
def atleast_3d(a0: _Array3T, /) -> _Array3T: ...
@overload
def atleast_3d(a0: _Array3T0, a1: _Array3T1, /) -> tuple[_Array3T0, _Array3T1]: ...
@overload
def atleast_3d(a0: _Array3T, a1: _Array3T, /, *arys: _Array3T) -> tuple[_Array3T, ...]: ...
@overload
def atleast_3d(a0: _ArrayLike[_SCT], /) -> NDArray[_SCT]: ...
@overload
def atleast_3d(arys: ArrayLike, /) -> NDArray[Any]: ...
def atleast_3d(a0: _ArrayLike[_SCT0], a2: _ArrayLike[_SCT1], /) -> tuple[NDArray[_SCT0], NDArray[_SCT1]]: ...
@overload
def atleast_3d(*arys: ArrayLike) -> tuple[NDArray[Any], ...]: ...
def atleast_3d(a0: _ArrayLike[_SCT], a2: _ArrayLike[_SCT], /, *arys: _ArrayLike[_SCT]) -> tuple[NDArray[_SCT], ...]: ...
@overload
def atleast_3d(a0: ArrayLike, /) -> NDArray[Any]: ...
@overload
def atleast_3d(a0: ArrayLike, a2: ArrayLike, /) -> tuple[NDArray[Any], NDArray[Any]]: ...
@overload
def atleast_3d(a0: ArrayLike, a2: ArrayLike, /, *arys: ArrayLike) -> tuple[NDArray[Any], ...]: ...

#
@overload
def vstack(tup: Sequence[_ArrayLike[_SCT]], *, dtype: None = ..., casting: np._CastingKind = ...) -> NDArray[_SCT]: ...
def vstack(
tup: Sequence[_ArrayLike[_SCT]],
*,
dtype: None = None,
casting: np._CastingKind = "same_kind",
) -> NDArray[_SCT]: ...
@overload
def vstack(tup: Sequence[ArrayLike], *, dtype: _DTypeLike[_SCT], casting: np._CastingKind = ...) -> NDArray[_SCT]: ...
def vstack(
tup: Sequence[ArrayLike],
*,
dtype: _DTypeLike[_SCT],
casting: np._CastingKind = "same_kind",
) -> NDArray[_SCT]: ...
@overload
def vstack(tup: Sequence[ArrayLike], *, dtype: DTypeLike = ..., casting: np._CastingKind = ...) -> NDArray[Any]: ...
def vstack(
tup: Sequence[ArrayLike],
*,
dtype: DTypeLike | None = None,
casting: np._CastingKind = "same_kind",
) -> NDArray[Any]: ...

#
@overload
def hstack(tup: Sequence[_ArrayLike[_SCT]], *, dtype: None = ..., casting: np._CastingKind = ...) -> NDArray[_SCT]: ...
def hstack(
tup: Sequence[_ArrayLike[_SCT]],
*,
dtype: None = None,
casting: np._CastingKind = "same_kind",
) -> NDArray[_SCT]: ...
@overload
def hstack(tup: Sequence[ArrayLike], *, dtype: _DTypeLike[_SCT], casting: np._CastingKind = ...) -> NDArray[_SCT]: ...
def hstack(
tup: Sequence[ArrayLike],
*,
dtype: _DTypeLike[_SCT],
casting: np._CastingKind = "same_kind",
) -> NDArray[_SCT]: ...
@overload
def hstack(tup: Sequence[ArrayLike], *, dtype: DTypeLike = ..., casting: np._CastingKind = ...) -> NDArray[Any]: ...
def hstack(
tup: Sequence[ArrayLike],
*,
dtype: DTypeLike | None = None,
casting: np._CastingKind = "same_kind",
) -> NDArray[Any]: ...

#
@overload
def stack(
arrays: Sequence[_ArrayLike[_SCT]],
axis: SupportsIndex = ...,
out: None = ...,
axis: SupportsIndex = 0,
out: None = None,
*,
dtype: None = ...,
casting: np._CastingKind = ...,
dtype: None = None,
casting: np._CastingKind = "same_kind",
) -> NDArray[_SCT]: ...
@overload
def stack(
arrays: Sequence[ArrayLike],
axis: SupportsIndex = ...,
out: None = ...,
axis: SupportsIndex = 0,
out: None = None,
*,
dtype: _DTypeLike[_SCT],
casting: np._CastingKind = ...,
casting: np._CastingKind = "same_kind",
) -> NDArray[_SCT]: ...
@overload
def stack(
arrays: Sequence[ArrayLike],
axis: SupportsIndex = ...,
out: None = ...,
axis: SupportsIndex = 0,
out: None = None,
*,
dtype: DTypeLike = ...,
casting: np._CastingKind = ...,
dtype: DTypeLike | None = None,
casting: np._CastingKind = "same_kind",
) -> NDArray[Any]: ...
@overload
def stack(
arrays: Sequence[ArrayLike],
axis: SupportsIndex = ...,
out: _ArrayT = ...,
axis: SupportsIndex,
out: _ArrayT,
*,
dtype: DTypeLike | None = None,
casting: np._CastingKind = "same_kind",
) -> _ArrayT: ...
@overload
def stack(
arrays: Sequence[ArrayLike],
axis: SupportsIndex = 0,
*,
dtype: DTypeLike = ...,
casting: np._CastingKind = ...,
out: _ArrayT,
dtype: DTypeLike | None = None,
casting: np._CastingKind = "same_kind",
) -> _ArrayT: ...

#
@overload
def unstack(array: _ArrayLike[_SCT], /, *, axis: int = ...) -> tuple[NDArray[_SCT], ...]: ...
def unstack(array: _ArrayLike[_SCT], /, *, axis: SupportsIndex = 0) -> tuple[NDArray[_SCT], ...]: ...
@overload
def unstack(array: ArrayLike, /, *, axis: int = ...) -> tuple[NDArray[Any], ...]: ...
def unstack(array: ArrayLike, /, *, axis: SupportsIndex = 0) -> tuple[NDArray[Any], ...]: ...

#
@overload
Expand Down
Loading
Loading