import sys
from typing import TypeVar

import numpy as np
import numpy.typing as npt
from numpy._typing import _64Bit, _32Bit

if sys.version_info >= (3, 11):
    from typing import assert_type
else:
    from typing_extensions import assert_type

T1 = TypeVar("T1", bound=npt.NBitBase)
T2 = TypeVar("T2", bound=npt.NBitBase)

def add(a: np.floating[T1], b: np.integer[T2]) -> np.floating[T1 | T2]:
    return a + b

i8: np.int64
i4: np.int32
f8: np.float64
f4: np.float32

assert_type(add(f8, i8), np.float64)
assert_type(add(f4, i8), np.floating[_32Bit | _64Bit])
assert_type(add(f8, i4), np.floating[_32Bit | _64Bit])
assert_type(add(f4, i4), np.float32)