[ Avaa Bypassed ]

"""
This file defines the types for type annotations.

These names aren't part of the module namespace, but they are used in the
annotations in the function signatures. The functions in the module are only
valid for inputs that match the given type annotations.
"""

from __future__ import annotations

__all__ = [
    "Array",
    "Device",
    "Dtype",
    "SupportsDLPack",
    "SupportsBufferProtocol",
    "PyCapsule",
]

from typing import (
    Any,
    Literal,
    Sequence,
    Type,
    Union,
    TypeVar,
    Protocol,
)

from ._array_object import Array
from numpy import (
    dtype,
    int8,
    int16,
    int32,
    int64,
    uint8,
    uint16,
    uint32,
    uint64,
    float32,
    float64,
)

_T_co = TypeVar("_T_co", covariant=True)

class NestedSequence(Protocol[_T_co]):
    def __getitem__(self, key: int, /) -> _T_co | NestedSequence[_T_co]: ...
    def __len__(self, /) -> int: ...

Device = Literal["cpu"]

Dtype = dtype[Union[
    int8,
    int16,
    int32,
    int64,
    uint8,
    uint16,
    uint32,
    uint64,
    float32,
    float64,
]]


SupportsBufferProtocol = Any
PyCapsule = Any

class SupportsDLPack(Protocol):
    def __dlpack__(self, /, *, stream: None = ...) -> PyCapsule: ...