Mini Shell

import sys
from typing import Any

import numpy as np
import numpy.typing as npt

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

AR_f8: npt.NDArray[np.float64]
AR_c16: npt.NDArray[np.complex128]
AR_LIKE_f8: list[float]

assert_type(np.fft.fftshift(AR_f8), npt.NDArray[np.float64])
assert_type(np.fft.fftshift(AR_LIKE_f8, axes=0), npt.NDArray[Any])

assert_type(np.fft.ifftshift(AR_f8), npt.NDArray[np.float64])
assert_type(np.fft.ifftshift(AR_LIKE_f8, axes=0), npt.NDArray[Any])

assert_type(np.fft.fftfreq(5, AR_f8), npt.NDArray[np.floating[Any]])
assert_type(np.fft.fftfreq(np.int64(), AR_c16), npt.NDArray[np.complexfloating[Any, Any]])

assert_type(np.fft.fftfreq(5, AR_f8), npt.NDArray[np.floating[Any]])
assert_type(np.fft.fftfreq(np.int64(), AR_c16), npt.NDArray[np.complexfloating[Any, Any]])

assert_type(np.fft.fft(AR_f8), npt.NDArray[np.complex128])
assert_type(np.fft.ifft(AR_f8, axis=1), npt.NDArray[np.complex128])
assert_type(np.fft.rfft(AR_f8, n=None), npt.NDArray[np.complex128])
assert_type(np.fft.irfft(AR_f8, norm="ortho"), npt.NDArray[np.float64])
assert_type(np.fft.hfft(AR_f8, n=2), npt.NDArray[np.float64])
assert_type(np.fft.ihfft(AR_f8), npt.NDArray[np.complex128])

assert_type(np.fft.fftn(AR_f8), npt.NDArray[np.complex128])
assert_type(np.fft.ifftn(AR_f8), npt.NDArray[np.complex128])
assert_type(np.fft.rfftn(AR_f8), npt.NDArray[np.complex128])
assert_type(np.fft.irfftn(AR_f8), npt.NDArray[np.float64])

assert_type(np.fft.rfft2(AR_f8), npt.NDArray[np.complex128])
assert_type(np.fft.ifft2(AR_f8), npt.NDArray[np.complex128])
assert_type(np.fft.fft2(AR_f8), npt.NDArray[np.complex128])
assert_type(np.fft.irfft2(AR_f8), npt.NDArray[np.float64])