import sys from typing import Any, Literal 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 b: np.bool_ u8: np.uint64 i8: np.int64 f8: np.float64 c8: np.complex64 c16: np.complex128 m: np.timedelta64 U: np.str_ S: np.bytes_ V: np.void assert_type(c8.real, np.float32) assert_type(c8.imag, np.float32) assert_type(c8.real.real, np.float32) assert_type(c8.real.imag, np.float32) assert_type(c8.itemsize, int) assert_type(c8.shape, tuple[()]) assert_type(c8.strides, tuple[()]) assert_type(c8.ndim, Literal[0]) assert_type(c8.size, Literal[1]) assert_type(c8.squeeze(), np.complex64) assert_type(c8.byteswap(), np.complex64) assert_type(c8.transpose(), np.complex64) assert_type(c8.dtype, np.dtype[np.complex64]) assert_type(c8.real, np.float32) assert_type(c16.imag, np.float64) assert_type(np.str_('foo'), np.str_) assert_type(V[0], Any) assert_type(V["field1"], Any) assert_type(V[["field1", "field2"]], np.void) V[0] = 5 # Aliases assert_type(np.byte(), np.byte) assert_type(np.short(), np.short) assert_type(np.intc(), np.intc) assert_type(np.intp(), np.intp) assert_type(np.int_(), np.int_) assert_type(np.longlong(), np.longlong) assert_type(np.ubyte(), np.ubyte) assert_type(np.ushort(), np.ushort) assert_type(np.uintc(), np.uintc) assert_type(np.uintp(), np.uintp) assert_type(np.uint(), np.uint) assert_type(np.ulonglong(), np.ulonglong) assert_type(np.half(), np.half) assert_type(np.single(), np.single) assert_type(np.double(), np.double) assert_type(np.longdouble(), np.longdouble) assert_type(np.float_(), np.float_) assert_type(np.longfloat(), np.longfloat) assert_type(np.csingle(), np.csingle) assert_type(np.cdouble(), np.cdouble) assert_type(np.clongdouble(), np.clongdouble) assert_type(np.singlecomplex(), np.singlecomplex) assert_type(np.complex_(), np.complex_) assert_type(np.cfloat(), np.cfloat) assert_type(np.clongfloat(), np.clongfloat) assert_type(np.longcomplex(), np.longcomplex) assert_type(b.item(), bool) assert_type(i8.item(), int) assert_type(u8.item(), int) assert_type(f8.item(), float) assert_type(c16.item(), complex) assert_type(U.item(), str) assert_type(S.item(), bytes) assert_type(b.tolist(), bool) assert_type(i8.tolist(), int) assert_type(u8.tolist(), int) assert_type(f8.tolist(), float) assert_type(c16.tolist(), complex) assert_type(U.tolist(), str) assert_type(S.tolist(), bytes) assert_type(b.ravel(), npt.NDArray[np.bool_]) assert_type(i8.ravel(), npt.NDArray[np.int64]) assert_type(u8.ravel(), npt.NDArray[np.uint64]) assert_type(f8.ravel(), npt.NDArray[np.float64]) assert_type(c16.ravel(), npt.NDArray[np.complex128]) assert_type(U.ravel(), npt.NDArray[np.str_]) assert_type(S.ravel(), npt.NDArray[np.bytes_]) assert_type(b.flatten(), npt.NDArray[np.bool_]) assert_type(i8.flatten(), npt.NDArray[np.int64]) assert_type(u8.flatten(), npt.NDArray[np.uint64]) assert_type(f8.flatten(), npt.NDArray[np.float64]) assert_type(c16.flatten(), npt.NDArray[np.complex128]) assert_type(U.flatten(), npt.NDArray[np.str_]) assert_type(S.flatten(), npt.NDArray[np.bytes_]) assert_type(b.reshape(1), npt.NDArray[np.bool_]) assert_type(i8.reshape(1), npt.NDArray[np.int64]) assert_type(u8.reshape(1), npt.NDArray[np.uint64]) assert_type(f8.reshape(1), npt.NDArray[np.float64]) assert_type(c16.reshape(1), npt.NDArray[np.complex128]) assert_type(U.reshape(1), npt.NDArray[np.str_]) assert_type(S.reshape(1), npt.NDArray[np.bytes_]) assert_type(i8.astype(float), Any) assert_type(i8.astype(np.float64), np.float64) assert_type(i8.view(), np.int64) assert_type(i8.view(np.float64), np.float64) assert_type(i8.view(float), Any) assert_type(i8.view(np.float64, np.ndarray), np.float64) assert_type(i8.getfield(float), Any) assert_type(i8.getfield(np.float64), np.float64) assert_type(i8.getfield(np.float64, 8), np.float64) assert_type(f8.as_integer_ratio(), tuple[int, int]) assert_type(f8.is_integer(), bool) assert_type(f8.__trunc__(), int) assert_type(f8.__getformat__("float"), str) assert_type(f8.hex(), str) assert_type(np.float64.fromhex("0x0.0p+0"), np.float64) assert_type(f8.__getnewargs__(), tuple[float]) assert_type(c16.__getnewargs__(), tuple[float, float]) assert_type(i8.numerator, np.int64) assert_type(i8.denominator, Literal[1]) assert_type(u8.numerator, np.uint64) assert_type(u8.denominator, Literal[1]) assert_type(m.numerator, np.timedelta64) assert_type(m.denominator, Literal[1]) assert_type(round(i8), int) assert_type(round(i8, 3), np.int64) assert_type(round(u8), int) assert_type(round(u8, 3), np.uint64) assert_type(round(f8), int) assert_type(round(f8, 3), np.float64) assert_type(f8.__ceil__(), int) assert_type(f8.__floor__(), int) assert_type(i8.is_integer(), Literal[True])