import sys
from typing import Any
import numpy as np
import numpy.typing as npt
from numpy._typing import _32Bit,_64Bit, _128Bit
if sys.version_info >= (3, 11):
from typing import assert_type
else:
from typing_extensions import assert_type
# Can't directly import `np.float128` as it is not available on all platforms
f16: np.floating[_128Bit]
c16 = np.complex128()
f8 = np.float64()
i8 = np.int64()
u8 = np.uint64()
c8 = np.complex64()
f4 = np.float32()
i4 = np.int32()
u4 = np.uint32()
dt = np.datetime64(0, "D")
td = np.timedelta64(0, "D")
b_ = np.bool_()
b = bool()
c = complex()
f = float()
i = int()
AR_b: npt.NDArray[np.bool_]
AR_u: npt.NDArray[np.uint32]
AR_i: npt.NDArray[np.int64]
AR_f: npt.NDArray[np.float64]
AR_c: npt.NDArray[np.complex128]
AR_m: npt.NDArray[np.timedelta64]
AR_M: npt.NDArray[np.datetime64]
AR_O: npt.NDArray[np.object_]
AR_number: npt.NDArray[np.number[Any]]
AR_LIKE_b: list[bool]
AR_LIKE_u: list[np.uint32]
AR_LIKE_i: list[int]
AR_LIKE_f: list[float]
AR_LIKE_c: list[complex]
AR_LIKE_m: list[np.timedelta64]
AR_LIKE_M: list[np.datetime64]
AR_LIKE_O: list[np.object_]
# Array subtraction
assert_type(AR_number - AR_number, npt.NDArray[np.number[Any]])
assert_type(AR_b - AR_LIKE_u, npt.NDArray[np.unsignedinteger[Any]])
assert_type(AR_b - AR_LIKE_i, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_b - AR_LIKE_f, npt.NDArray[np.floating[Any]])
assert_type(AR_b - AR_LIKE_c, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(AR_b - AR_LIKE_m, npt.NDArray[np.timedelta64])
assert_type(AR_b - AR_LIKE_O, Any)
assert_type(AR_LIKE_u - AR_b, npt.NDArray[np.unsignedinteger[Any]])
assert_type(AR_LIKE_i - AR_b, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_LIKE_f - AR_b, npt.NDArray[np.floating[Any]])
assert_type(AR_LIKE_c - AR_b, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(AR_LIKE_m - AR_b, npt.NDArray[np.timedelta64])
assert_type(AR_LIKE_M - AR_b, npt.NDArray[np.datetime64])
assert_type(AR_LIKE_O - AR_b, Any)
assert_type(AR_u - AR_LIKE_b, npt.NDArray[np.unsignedinteger[Any]])
assert_type(AR_u - AR_LIKE_u, npt.NDArray[np.unsignedinteger[Any]])
assert_type(AR_u - AR_LIKE_i, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_u - AR_LIKE_f, npt.NDArray[np.floating[Any]])
assert_type(AR_u - AR_LIKE_c, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(AR_u - AR_LIKE_m, npt.NDArray[np.timedelta64])
assert_type(AR_u - AR_LIKE_O, Any)
assert_type(AR_LIKE_b - AR_u, npt.NDArray[np.unsignedinteger[Any]])
assert_type(AR_LIKE_u - AR_u, npt.NDArray[np.unsignedinteger[Any]])
assert_type(AR_LIKE_i - AR_u, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_LIKE_f - AR_u, npt.NDArray[np.floating[Any]])
assert_type(AR_LIKE_c - AR_u, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(AR_LIKE_m - AR_u, npt.NDArray[np.timedelta64])
assert_type(AR_LIKE_M - AR_u, npt.NDArray[np.datetime64])
assert_type(AR_LIKE_O - AR_u, Any)
assert_type(AR_i - AR_LIKE_b, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_i - AR_LIKE_u, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_i - AR_LIKE_i, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_i - AR_LIKE_f, npt.NDArray[np.floating[Any]])
assert_type(AR_i - AR_LIKE_c, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(AR_i - AR_LIKE_m, npt.NDArray[np.timedelta64])
assert_type(AR_i - AR_LIKE_O, Any)
assert_type(AR_LIKE_b - AR_i, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_LIKE_u - AR_i, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_LIKE_i - AR_i, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_LIKE_f - AR_i, npt.NDArray[np.floating[Any]])
assert_type(AR_LIKE_c - AR_i, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(AR_LIKE_m - AR_i, npt.NDArray[np.timedelta64])
assert_type(AR_LIKE_M - AR_i, npt.NDArray[np.datetime64])
assert_type(AR_LIKE_O - AR_i, Any)
assert_type(AR_f - AR_LIKE_b, npt.NDArray[np.floating[Any]])
assert_type(AR_f - AR_LIKE_u, npt.NDArray[np.floating[Any]])
assert_type(AR_f - AR_LIKE_i, npt.NDArray[np.floating[Any]])
assert_type(AR_f - AR_LIKE_f, npt.NDArray[np.floating[Any]])
assert_type(AR_f - AR_LIKE_c, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(AR_f - AR_LIKE_O, Any)
assert_type(AR_LIKE_b - AR_f, npt.NDArray[np.floating[Any]])
assert_type(AR_LIKE_u - AR_f, npt.NDArray[np.floating[Any]])
assert_type(AR_LIKE_i - AR_f, npt.NDArray[np.floating[Any]])
assert_type(AR_LIKE_f - AR_f, npt.NDArray[np.floating[Any]])
assert_type(AR_LIKE_c - AR_f, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(AR_LIKE_O - AR_f, Any)
assert_type(AR_c - AR_LIKE_b, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(AR_c - AR_LIKE_u, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(AR_c - AR_LIKE_i, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(AR_c - AR_LIKE_f, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(AR_c - AR_LIKE_c, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(AR_c - AR_LIKE_O, Any)
assert_type(AR_LIKE_b - AR_c, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(AR_LIKE_u - AR_c, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(AR_LIKE_i - AR_c, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(AR_LIKE_f - AR_c, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(AR_LIKE_c - AR_c, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(AR_LIKE_O - AR_c, Any)
assert_type(AR_m - AR_LIKE_b, npt.NDArray[np.timedelta64])
assert_type(AR_m - AR_LIKE_u, npt.NDArray[np.timedelta64])
assert_type(AR_m - AR_LIKE_i, npt.NDArray[np.timedelta64])
assert_type(AR_m - AR_LIKE_m, npt.NDArray[np.timedelta64])
assert_type(AR_m - AR_LIKE_O, Any)
assert_type(AR_LIKE_b - AR_m, npt.NDArray[np.timedelta64])
assert_type(AR_LIKE_u - AR_m, npt.NDArray[np.timedelta64])
assert_type(AR_LIKE_i - AR_m, npt.NDArray[np.timedelta64])
assert_type(AR_LIKE_m - AR_m, npt.NDArray[np.timedelta64])
assert_type(AR_LIKE_M - AR_m, npt.NDArray[np.datetime64])
assert_type(AR_LIKE_O - AR_m, Any)
assert_type(AR_M - AR_LIKE_b, npt.NDArray[np.datetime64])
assert_type(AR_M - AR_LIKE_u, npt.NDArray[np.datetime64])
assert_type(AR_M - AR_LIKE_i, npt.NDArray[np.datetime64])
assert_type(AR_M - AR_LIKE_m, npt.NDArray[np.datetime64])
assert_type(AR_M - AR_LIKE_M, npt.NDArray[np.timedelta64])
assert_type(AR_M - AR_LIKE_O, Any)
assert_type(AR_LIKE_M - AR_M, npt.NDArray[np.timedelta64])
assert_type(AR_LIKE_O - AR_M, Any)
assert_type(AR_O - AR_LIKE_b, Any)
assert_type(AR_O - AR_LIKE_u, Any)
assert_type(AR_O - AR_LIKE_i, Any)
assert_type(AR_O - AR_LIKE_f, Any)
assert_type(AR_O - AR_LIKE_c, Any)
assert_type(AR_O - AR_LIKE_m, Any)
assert_type(AR_O - AR_LIKE_M, Any)
assert_type(AR_O - AR_LIKE_O, Any)
assert_type(AR_LIKE_b - AR_O, Any)
assert_type(AR_LIKE_u - AR_O, Any)
assert_type(AR_LIKE_i - AR_O, Any)
assert_type(AR_LIKE_f - AR_O, Any)
assert_type(AR_LIKE_c - AR_O, Any)
assert_type(AR_LIKE_m - AR_O, Any)
assert_type(AR_LIKE_M - AR_O, Any)
assert_type(AR_LIKE_O - AR_O, Any)
# Array floor division
assert_type(AR_b // AR_LIKE_b, npt.NDArray[np.int8])
assert_type(AR_b // AR_LIKE_u, npt.NDArray[np.unsignedinteger[Any]])
assert_type(AR_b // AR_LIKE_i, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_b // AR_LIKE_f, npt.NDArray[np.floating[Any]])
assert_type(AR_b // AR_LIKE_O, Any)
assert_type(AR_LIKE_b // AR_b, npt.NDArray[np.int8])
assert_type(AR_LIKE_u // AR_b, npt.NDArray[np.unsignedinteger[Any]])
assert_type(AR_LIKE_i // AR_b, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_LIKE_f // AR_b, npt.NDArray[np.floating[Any]])
assert_type(AR_LIKE_O // AR_b, Any)
assert_type(AR_u // AR_LIKE_b, npt.NDArray[np.unsignedinteger[Any]])
assert_type(AR_u // AR_LIKE_u, npt.NDArray[np.unsignedinteger[Any]])
assert_type(AR_u // AR_LIKE_i, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_u // AR_LIKE_f, npt.NDArray[np.floating[Any]])
assert_type(AR_u // AR_LIKE_O, Any)
assert_type(AR_LIKE_b // AR_u, npt.NDArray[np.unsignedinteger[Any]])
assert_type(AR_LIKE_u // AR_u, npt.NDArray[np.unsignedinteger[Any]])
assert_type(AR_LIKE_i // AR_u, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_LIKE_f // AR_u, npt.NDArray[np.floating[Any]])
assert_type(AR_LIKE_m // AR_u, npt.NDArray[np.timedelta64])
assert_type(AR_LIKE_O // AR_u, Any)
assert_type(AR_i // AR_LIKE_b, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_i // AR_LIKE_u, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_i // AR_LIKE_i, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_i // AR_LIKE_f, npt.NDArray[np.floating[Any]])
assert_type(AR_i // AR_LIKE_O, Any)
assert_type(AR_LIKE_b // AR_i, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_LIKE_u // AR_i, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_LIKE_i // AR_i, npt.NDArray[np.signedinteger[Any]])
assert_type(AR_LIKE_f // AR_i, npt.NDArray[np.floating[Any]])
assert_type(AR_LIKE_m // AR_i, npt.NDArray[np.timedelta64])
assert_type(AR_LIKE_O // AR_i, Any)
assert_type(AR_f // AR_LIKE_b, npt.NDArray[np.floating[Any]])
assert_type(AR_f // AR_LIKE_u, npt.NDArray[np.floating[Any]])
assert_type(AR_f // AR_LIKE_i, npt.NDArray[np.floating[Any]])
assert_type(AR_f // AR_LIKE_f, npt.NDArray[np.floating[Any]])
assert_type(AR_f // AR_LIKE_O, Any)
assert_type(AR_LIKE_b // AR_f, npt.NDArray[np.floating[Any]])
assert_type(AR_LIKE_u // AR_f, npt.NDArray[np.floating[Any]])
assert_type(AR_LIKE_i // AR_f, npt.NDArray[np.floating[Any]])
assert_type(AR_LIKE_f // AR_f, npt.NDArray[np.floating[Any]])
assert_type(AR_LIKE_m // AR_f, npt.NDArray[np.timedelta64])
assert_type(AR_LIKE_O // AR_f, Any)
assert_type(AR_m // AR_LIKE_u, npt.NDArray[np.timedelta64])
assert_type(AR_m // AR_LIKE_i, npt.NDArray[np.timedelta64])
assert_type(AR_m // AR_LIKE_f, npt.NDArray[np.timedelta64])
assert_type(AR_m // AR_LIKE_m, npt.NDArray[np.int64])
assert_type(AR_m // AR_LIKE_O, Any)
assert_type(AR_LIKE_m // AR_m, npt.NDArray[np.int64])
assert_type(AR_LIKE_O // AR_m, Any)
assert_type(AR_O // AR_LIKE_b, Any)
assert_type(AR_O // AR_LIKE_u, Any)
assert_type(AR_O // AR_LIKE_i, Any)
assert_type(AR_O // AR_LIKE_f, Any)
assert_type(AR_O // AR_LIKE_m, Any)
assert_type(AR_O // AR_LIKE_M, Any)
assert_type(AR_O // AR_LIKE_O, Any)
assert_type(AR_LIKE_b // AR_O, Any)
assert_type(AR_LIKE_u // AR_O, Any)
assert_type(AR_LIKE_i // AR_O, Any)
assert_type(AR_LIKE_f // AR_O, Any)
assert_type(AR_LIKE_m // AR_O, Any)
assert_type(AR_LIKE_M // AR_O, Any)
assert_type(AR_LIKE_O // AR_O, Any)
# unary ops
assert_type(-f16, np.floating[_128Bit])
assert_type(-c16, np.complex128)
assert_type(-c8, np.complex64)
assert_type(-f8, np.float64)
assert_type(-f4, np.float32)
assert_type(-i8, np.int64)
assert_type(-i4, np.int32)
assert_type(-u8, np.uint64)
assert_type(-u4, np.uint32)
assert_type(-td, np.timedelta64)
assert_type(-AR_f, npt.NDArray[np.float64])
assert_type(+f16, np.floating[_128Bit])
assert_type(+c16, np.complex128)
assert_type(+c8, np.complex64)
assert_type(+f8, np.float64)
assert_type(+f4, np.float32)
assert_type(+i8, np.int64)
assert_type(+i4, np.int32)
assert_type(+u8, np.uint64)
assert_type(+u4, np.uint32)
assert_type(+td, np.timedelta64)
assert_type(+AR_f, npt.NDArray[np.float64])
assert_type(abs(f16), np.floating[_128Bit])
assert_type(abs(c16), np.float64)
assert_type(abs(c8), np.float32)
assert_type(abs(f8), np.float64)
assert_type(abs(f4), np.float32)
assert_type(abs(i8), np.int64)
assert_type(abs(i4), np.int32)
assert_type(abs(u8), np.uint64)
assert_type(abs(u4), np.uint32)
assert_type(abs(td), np.timedelta64)
assert_type(abs(b_), np.bool_)
# Time structures
assert_type(dt + td, np.datetime64)
assert_type(dt + i, np.datetime64)
assert_type(dt + i4, np.datetime64)
assert_type(dt + i8, np.datetime64)
assert_type(dt - dt, np.timedelta64)
assert_type(dt - i, np.datetime64)
assert_type(dt - i4, np.datetime64)
assert_type(dt - i8, np.datetime64)
assert_type(td + td, np.timedelta64)
assert_type(td + i, np.timedelta64)
assert_type(td + i4, np.timedelta64)
assert_type(td + i8, np.timedelta64)
assert_type(td - td, np.timedelta64)
assert_type(td - i, np.timedelta64)
assert_type(td - i4, np.timedelta64)
assert_type(td - i8, np.timedelta64)
assert_type(td / f, np.timedelta64)
assert_type(td / f4, np.timedelta64)
assert_type(td / f8, np.timedelta64)
assert_type(td / td, np.float64)
assert_type(td // td, np.int64)
# boolean
assert_type(b_ / b, np.float64)
assert_type(b_ / b_, np.float64)
assert_type(b_ / i, np.float64)
assert_type(b_ / i8, np.float64)
assert_type(b_ / i4, np.float64)
assert_type(b_ / u8, np.float64)
assert_type(b_ / u4, np.float64)
assert_type(b_ / f, np.float64)
assert_type(b_ / f16, np.floating[_128Bit])
assert_type(b_ / f8, np.float64)
assert_type(b_ / f4, np.float32)
assert_type(b_ / c, np.complex128)
assert_type(b_ / c16, np.complex128)
assert_type(b_ / c8, np.complex64)
assert_type(b / b_, np.float64)
assert_type(b_ / b_, np.float64)
assert_type(i / b_, np.float64)
assert_type(i8 / b_, np.float64)
assert_type(i4 / b_, np.float64)
assert_type(u8 / b_, np.float64)
assert_type(u4 / b_, np.float64)
assert_type(f / b_, np.float64)
assert_type(f16 / b_, np.floating[_128Bit])
assert_type(f8 / b_, np.float64)
assert_type(f4 / b_, np.float32)
assert_type(c / b_, np.complex128)
assert_type(c16 / b_, np.complex128)
assert_type(c8 / b_, np.complex64)
# Complex
assert_type(c16 + f16, np.complexfloating[_64Bit | _128Bit, _64Bit | _128Bit])
assert_type(c16 + c16, np.complex128)
assert_type(c16 + f8, np.complex128)
assert_type(c16 + i8, np.complex128)
assert_type(c16 + c8, np.complexfloating[_32Bit | _64Bit, _32Bit | _64Bit])
assert_type(c16 + f4, np.complexfloating[_32Bit | _64Bit, _32Bit | _64Bit])
assert_type(c16 + i4, np.complexfloating[_32Bit | _64Bit, _32Bit | _64Bit])
assert_type(c16 + b_, np.complex128)
assert_type(c16 + b, np.complex128)
assert_type(c16 + c, np.complex128)
assert_type(c16 + f, np.complex128)
assert_type(c16 + AR_f, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(f16 + c16, np.complexfloating[_64Bit | _128Bit, _64Bit | _128Bit])
assert_type(c16 + c16, np.complex128)
assert_type(f8 + c16, np.complex128)
assert_type(i8 + c16, np.complex128)
assert_type(c8 + c16, np.complexfloating[_32Bit | _64Bit, _32Bit | _64Bit])
assert_type(f4 + c16, np.complexfloating[_32Bit | _64Bit, _32Bit | _64Bit])
assert_type(i4 + c16, np.complexfloating[_32Bit | _64Bit, _32Bit | _64Bit])
assert_type(b_ + c16, np.complex128)
assert_type(b + c16, np.complex128)
assert_type(c + c16, np.complex128)
assert_type(f + c16, np.complex128)
assert_type(AR_f + c16, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(c8 + f16, np.complexfloating[_32Bit | _128Bit, _32Bit | _128Bit])
assert_type(c8 + c16, np.complexfloating[_32Bit | _64Bit, _32Bit | _64Bit])
assert_type(c8 + f8, np.complexfloating[_32Bit | _64Bit, _32Bit | _64Bit])
assert_type(c8 + i8, np.complexfloating[_32Bit | _64Bit, _32Bit | _64Bit])
assert_type(c8 + c8, np.complex64)
assert_type(c8 + f4, np.complex64)
assert_type(c8 + i4, np.complex64)
assert_type(c8 + b_, np.complex64)
assert_type(c8 + b, np.complex64)
assert_type(c8 + c, np.complexfloating[_32Bit | _64Bit, _32Bit | _64Bit])
assert_type(c8 + f, np.complexfloating[_32Bit | _64Bit, _32Bit | _64Bit])
assert_type(c8 + AR_f, npt.NDArray[np.complexfloating[Any, Any]])
assert_type(f16 + c8, np.complexfloating[_32Bit | _128Bit, _32Bit | _128Bit])
assert_type(c16 + c8, np.complexfloating[_32Bit | _64Bit, _32Bit | _64Bit])
assert_type(f8 + c8, np.complexfloating[_32Bit | _64Bit, _32Bit | _64Bit])
assert_type(i8 + c8, np.complexfloating[_32Bit | _64Bit, _32Bit | _64Bit])
assert_type(c8 + c8, np.complex64)
assert_type(f4 + c8, np.complex64)
assert_type(i4 + c8, np.complex64)
assert_type(b_ + c8, np.complex64)
assert_type(b + c8, np.complex64)
assert_type(c + c8, np.complexfloating[_32Bit | _64Bit, _32Bit | _64Bit])
assert_type(f + c8, np.complexfloating[_32Bit | _64Bit, _32Bit | _64Bit])
assert_type(AR_f + c8, npt.NDArray[np.complexfloating[Any, Any]])
# Float
assert_type(f8 + f16, np.floating[_64Bit | _128Bit])
assert_type(f8 + f8, np.float64)
assert_type(f8 + i8, np.float64)
assert_type(f8 + f4, np.floating[_32Bit | _64Bit])
assert_type(f8 + i4, np.floating[_32Bit | _64Bit])
assert_type(f8 + b_, np.float64)
assert_type(f8 + b, np.float64)
assert_type(f8 + c, np.complex128)
assert_type(f8 + f, np.float64)
assert_type(f8 + AR_f, npt.NDArray[np.floating[Any]])
assert_type(f16 + f8, np.floating[_64Bit | _128Bit])
assert_type(f8 + f8, np.float64)
assert_type(i8 + f8, np.float64)
assert_type(f4 + f8, np.floating[_32Bit | _64Bit])
assert_type(i4 + f8, np.floating[_32Bit | _64Bit])
assert_type(b_ + f8, np.float64)
assert_type(b + f8, np.float64)
assert_type(c + f8, np.complex128)
assert_type(f + f8, np.float64)
assert_type(AR_f + f8, npt.NDArray[np.floating[Any]])
assert_type(f4 + f16, np.floating[_32Bit | _128Bit])
assert_type(f4 + f8, np.floating[_32Bit | _64Bit])
assert_type(f4 + i8, np.floating[_32Bit | _64Bit])
assert_type(f4 + f4, np.float32)
assert_type(f4 + i4, np.float32)
assert_type(f4 + b_, np.float32)
assert_type(f4 + b, np.float32)
assert_type(f4 + c, np.complexfloating[_32Bit | _64Bit, _32Bit | _64Bit])
assert_type(f4 + f, np.floating[_32Bit | _64Bit])
assert_type(f4 + AR_f, npt.NDArray[np.floating[Any]])
assert_type(f16 + f4, np.floating[_32Bit | _128Bit])
assert_type(f8 + f4, np.floating[_32Bit | _64Bit])
assert_type(i8 + f4, np.floating[_32Bit | _64Bit])
assert_type(f4 + f4, np.float32)
assert_type(i4 + f4, np.float32)
assert_type(b_ + f4, np.float32)
assert_type(b + f4, np.float32)
assert_type(c + f4, np.complexfloating[_32Bit | _64Bit, _32Bit | _64Bit])
assert_type(f + f4, np.floating[_32Bit | _64Bit])
assert_type(AR_f + f4, npt.NDArray[np.floating[Any]])
# Int
assert_type(i8 + i8, np.int64)
assert_type(i8 + u8, Any)
assert_type(i8 + i4, np.signedinteger[_32Bit | _64Bit])
assert_type(i8 + u4, Any)
assert_type(i8 + b_, np.int64)
assert_type(i8 + b, np.int64)
assert_type(i8 + c, np.complex128)
assert_type(i8 + f, np.float64)
assert_type(i8 + AR_f, npt.NDArray[np.floating[Any]])
assert_type(u8 + u8, np.uint64)
assert_type(u8 + i4, Any)
assert_type(u8 + u4, np.unsignedinteger[_32Bit | _64Bit])
assert_type(u8 + b_, np.uint64)
assert_type(u8 + b, np.uint64)
assert_type(u8 + c, np.complex128)
assert_type(u8 + f, np.float64)
assert_type(u8 + AR_f, npt.NDArray[np.floating[Any]])
assert_type(i8 + i8, np.int64)
assert_type(u8 + i8, Any)
assert_type(i4 + i8, np.signedinteger[_32Bit | _64Bit])
assert_type(u4 + i8, Any)
assert_type(b_ + i8, np.int64)
assert_type(b + i8, np.int64)
assert_type(c + i8, np.complex128)
assert_type(f + i8, np.float64)
assert_type(AR_f + i8, npt.NDArray[np.floating[Any]])
assert_type(u8 + u8, np.uint64)
assert_type(i4 + u8, Any)
assert_type(u4 + u8, np.unsignedinteger[_32Bit | _64Bit])
assert_type(b_ + u8, np.uint64)
assert_type(b + u8, np.uint64)
assert_type(c + u8, np.complex128)
assert_type(f + u8, np.float64)
assert_type(AR_f + u8, npt.NDArray[np.floating[Any]])
assert_type(i4 + i8, np.signedinteger[_32Bit | _64Bit])
assert_type(i4 + i4, np.int32)
assert_type(i4 + b_, np.int32)
assert_type(i4 + b, np.int32)
assert_type(i4 + AR_f, npt.NDArray[np.floating[Any]])
assert_type(u4 + i8, Any)
assert_type(u4 + i4, Any)
assert_type(u4 + u8, np.unsignedinteger[_32Bit | _64Bit])
assert_type(u4 + u4, np.uint32)
assert_type(u4 + b_, np.uint32)
assert_type(u4 + b, np.uint32)
assert_type(u4 + AR_f, npt.NDArray[np.floating[Any]])
assert_type(i8 + i4, np.signedinteger[_32Bit | _64Bit])
assert_type(i4 + i4, np.int32)
assert_type(b_ + i4, np.int32)
assert_type(b + i4, np.int32)
assert_type(AR_f + i4, npt.NDArray[np.floating[Any]])
assert_type(i8 + u4, Any)
assert_type(i4 + u4, Any)
assert_type(u8 + u4, np.unsignedinteger[_32Bit | _64Bit])
assert_type(u4 + u4, np.uint32)
assert_type(b_ + u4, np.uint32)
assert_type(b + u4, np.uint32)
assert_type(AR_f + u4, npt.NDArray[np.floating[Any]])