import sys from typing import Any import numpy as np import numpy.typing as npt from numpy._typing import _32Bit, _64Bit if sys.version_info >= (3, 11): from typing import assert_type else: from typing_extensions import assert_type f8 = np.float64() i8 = np.int64() u8 = np.uint64() f4 = np.float32() i4 = np.int32() u4 = np.uint32() td = np.timedelta64(0, "D") b_ = np.bool_() b = bool() f = float() i = int() AR_b: npt.NDArray[np.bool_] AR_m: npt.NDArray[np.timedelta64] # Time structures assert_type(td % td, np.timedelta64) assert_type(AR_m % td, npt.NDArray[np.timedelta64]) assert_type(td % AR_m, npt.NDArray[np.timedelta64]) assert_type(divmod(td, td), tuple[np.int64, np.timedelta64]) assert_type(divmod(AR_m, td), tuple[npt.NDArray[np.int64], npt.NDArray[np.timedelta64]]) assert_type(divmod(td, AR_m), tuple[npt.NDArray[np.int64], npt.NDArray[np.timedelta64]]) # Bool assert_type(b_ % b, np.int8) assert_type(b_ % i, np.int_) assert_type(b_ % f, np.float64) assert_type(b_ % b_, np.int8) assert_type(b_ % i8, np.int64) assert_type(b_ % u8, np.uint64) assert_type(b_ % f8, np.float64) assert_type(b_ % AR_b, npt.NDArray[np.int8]) assert_type(divmod(b_, b), tuple[np.int8, np.int8]) assert_type(divmod(b_, i), tuple[np.int_, np.int_]) assert_type(divmod(b_, f), tuple[np.float64, np.float64]) assert_type(divmod(b_, b_), tuple[np.int8, np.int8]) assert_type(divmod(b_, i8), tuple[np.int64, np.int64]) assert_type(divmod(b_, u8), tuple[np.uint64, np.uint64]) assert_type(divmod(b_, f8), tuple[np.float64, np.float64]) assert_type(divmod(b_, AR_b), tuple[npt.NDArray[np.int8], npt.NDArray[np.int8]]) assert_type(b % b_, np.int8) assert_type(i % b_, np.int_) assert_type(f % b_, np.float64) assert_type(b_ % b_, np.int8) assert_type(i8 % b_, np.int64) assert_type(u8 % b_, np.uint64) assert_type(f8 % b_, np.float64) assert_type(AR_b % b_, npt.NDArray[np.int8]) assert_type(divmod(b, b_), tuple[np.int8, np.int8]) assert_type(divmod(i, b_), tuple[np.int_, np.int_]) assert_type(divmod(f, b_), tuple[np.float64, np.float64]) assert_type(divmod(b_, b_), tuple[np.int8, np.int8]) assert_type(divmod(i8, b_), tuple[np.int64, np.int64]) assert_type(divmod(u8, b_), tuple[np.uint64, np.uint64]) assert_type(divmod(f8, b_), tuple[np.float64, np.float64]) assert_type(divmod(AR_b, b_), tuple[npt.NDArray[np.int8], npt.NDArray[np.int8]]) # int assert_type(i8 % b, np.int64) assert_type(i8 % f, np.float64) assert_type(i8 % i8, np.int64) assert_type(i8 % f8, np.float64) assert_type(i4 % i8, np.signedinteger[_32Bit | _64Bit]) assert_type(i4 % f8, np.floating[_32Bit | _64Bit]) assert_type(i4 % i4, np.int32) assert_type(i4 % f4, np.float32) assert_type(i8 % AR_b, npt.NDArray[np.signedinteger[Any]]) assert_type(divmod(i8, b), tuple[np.int64, np.int64]) assert_type(divmod(i8, f), tuple[np.float64, np.float64]) assert_type(divmod(i8, i8), tuple[np.int64, np.int64]) assert_type(divmod(i8, f8), tuple[np.float64, np.float64]) assert_type(divmod(i8, i4), tuple[np.signedinteger[_32Bit | _64Bit], np.signedinteger[_32Bit | _64Bit]]) assert_type(divmod(i8, f4), tuple[np.floating[_32Bit | _64Bit], np.floating[_32Bit | _64Bit]]) assert_type(divmod(i4, i4), tuple[np.int32, np.int32]) assert_type(divmod(i4, f4), tuple[np.float32, np.float32]) assert_type(divmod(i8, AR_b), tuple[npt.NDArray[np.signedinteger[Any]], npt.NDArray[np.signedinteger[Any]]]) assert_type(b % i8, np.int64) assert_type(f % i8, np.float64) assert_type(i8 % i8, np.int64) assert_type(f8 % i8, np.float64) assert_type(i8 % i4, np.signedinteger[_32Bit | _64Bit]) assert_type(f8 % i4, np.floating[_32Bit | _64Bit]) assert_type(i4 % i4, np.int32) assert_type(f4 % i4, np.float32) assert_type(AR_b % i8, npt.NDArray[np.signedinteger[Any]]) assert_type(divmod(b, i8), tuple[np.int64, np.int64]) assert_type(divmod(f, i8), tuple[np.float64, np.float64]) assert_type(divmod(i8, i8), tuple[np.int64, np.int64]) assert_type(divmod(f8, i8), tuple[np.float64, np.float64]) assert_type(divmod(i4, i8), tuple[np.signedinteger[_32Bit | _64Bit], np.signedinteger[_32Bit | _64Bit]]) assert_type(divmod(f4, i8), tuple[np.floating[_32Bit | _64Bit], np.floating[_32Bit | _64Bit]]) assert_type(divmod(i4, i4), tuple[np.int32, np.int32]) assert_type(divmod(f4, i4), tuple[np.float32, np.float32]) assert_type(divmod(AR_b, i8), tuple[npt.NDArray[np.signedinteger[Any]], npt.NDArray[np.signedinteger[Any]]]) # float assert_type(f8 % b, np.float64) assert_type(f8 % f, np.float64) assert_type(i8 % f4, np.floating[_32Bit | _64Bit]) assert_type(f4 % f4, np.float32) assert_type(f8 % AR_b, npt.NDArray[np.floating[Any]]) assert_type(divmod(f8, b), tuple[np.float64, np.float64]) assert_type(divmod(f8, f), tuple[np.float64, np.float64]) assert_type(divmod(f8, f8), tuple[np.float64, np.float64]) assert_type(divmod(f8, f4), tuple[np.floating[_32Bit | _64Bit], np.floating[_32Bit | _64Bit]]) assert_type(divmod(f4, f4), tuple[np.float32, np.float32]) assert_type(divmod(f8, AR_b), tuple[npt.NDArray[np.floating[Any]], npt.NDArray[np.floating[Any]]]) assert_type(b % f8, np.float64) assert_type(f % f8, np.float64) assert_type(f8 % f8, np.float64) assert_type(f8 % f8, np.float64) assert_type(f4 % f4, np.float32) assert_type(AR_b % f8, npt.NDArray[np.floating[Any]]) assert_type(divmod(b, f8), tuple[np.float64, np.float64]) assert_type(divmod(f, f8), tuple[np.float64, np.float64]) assert_type(divmod(f8, f8), tuple[np.float64, np.float64]) assert_type(divmod(f4, f8), tuple[np.floating[_32Bit | _64Bit], np.floating[_32Bit | _64Bit]]) assert_type(divmod(f4, f4), tuple[np.float32, np.float32]) assert_type(divmod(AR_b, f8), tuple[npt.NDArray[np.floating[Any]], npt.NDArray[np.floating[Any]]])