import datetime as dt from typing import Literal as L from typing_extensions import assert_type import numpy as np import numpy.typing as npt from numpy._typing import _64Bit f8: np.float64 i8: np.int64 u8: np.uint64 f4: np.float32 i4: np.int32 u4: np.uint32 m: np.timedelta64 m_nat: np.timedelta64[None] m_int0: np.timedelta64[L[0]] m_int: np.timedelta64[int] m_td: np.timedelta64[dt.timedelta] b_: np.bool b: bool i: int f: float AR_b: npt.NDArray[np.bool] AR_m: npt.NDArray[np.timedelta64] # Time structures assert_type(m % m, np.timedelta64) assert_type(m % m_nat, np.timedelta64[None]) assert_type(m % m_int0, np.timedelta64[None]) assert_type(m % m_int, np.timedelta64[int | None]) assert_type(m_nat % m, np.timedelta64[None]) assert_type(m_int % m_nat, np.timedelta64[None]) assert_type(m_int % m_int0, np.timedelta64[None]) assert_type(m_int % m_int, np.timedelta64[int | None]) assert_type(m_int % m_td, np.timedelta64[int | None]) assert_type(m_td % m_nat, np.timedelta64[None]) assert_type(m_td % m_int0, np.timedelta64[None]) assert_type(m_td % m_int, np.timedelta64[int | None]) assert_type(m_td % m_td, np.timedelta64[dt.timedelta | None]) assert_type(AR_m % m, npt.NDArray[np.timedelta64]) assert_type(m % AR_m, npt.NDArray[np.timedelta64]) assert_type(divmod(m, m), tuple[np.int64, np.timedelta64]) assert_type(divmod(m, m_nat), tuple[np.int64, np.timedelta64[None]]) assert_type(divmod(m, m_int0), tuple[np.int64, np.timedelta64[None]]) # workarounds for https://github.com/microsoft/pyright/issues/9663 assert_type(m.__divmod__(m_int), tuple[np.int64, np.timedelta64[int | None]]) assert_type(divmod(m_nat, m), tuple[np.int64, np.timedelta64[None]]) assert_type(divmod(m_int, m_nat), tuple[np.int64, np.timedelta64[None]]) assert_type(divmod(m_int, m_int0), tuple[np.int64, np.timedelta64[None]]) assert_type(divmod(m_int, m_int), tuple[np.int64, np.timedelta64[int | None]]) assert_type(divmod(m_int, m_td), tuple[np.int64, np.timedelta64[int | None]]) assert_type(divmod(m_td, m_nat), tuple[np.int64, np.timedelta64[None]]) assert_type(divmod(m_td, m_int0), tuple[np.int64, np.timedelta64[None]]) assert_type(divmod(m_td, m_int), tuple[np.int64, np.timedelta64[int | None]]) assert_type(divmod(m_td, m_td), tuple[np.int64, np.timedelta64[dt.timedelta | None]]) assert_type(divmod(AR_m, m), tuple[npt.NDArray[np.int64], npt.NDArray[np.timedelta64]]) assert_type(divmod(m, 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_, b_), tuple[np.int8, np.int8]) # workarounds for https://github.com/microsoft/pyright/issues/9663 assert_type(b_.__divmod__(i), tuple[np.int_, np.int_]) assert_type(b_.__divmod__(f), tuple[np.float64, np.float64]) assert_type(b_.__divmod__(i8), tuple[np.int64, np.int64]) assert_type(b_.__divmod__(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 % i8, np.int64) assert_type(i8 % f, np.float64 | np.floating[_64Bit]) assert_type(i8 % f8, np.float64 | np.floating[_64Bit]) assert_type(i4 % i8, np.int64 | np.int32) assert_type(i4 % f8, np.float64 | np.float32) assert_type(i4 % i4, np.int32) assert_type(i4 % f4, np.float32) assert_type(i8 % AR_b, npt.NDArray[np.int64]) assert_type(divmod(i8, b), tuple[np.int64, np.int64]) assert_type(divmod(i8, i4), tuple[np.int64, np.int64] | tuple[np.int32, np.int32]) assert_type(divmod(i8, i8), tuple[np.int64, np.int64]) # workarounds for https://github.com/microsoft/pyright/issues/9663 assert_type(i8.__divmod__(f), tuple[np.floating[_64Bit], np.floating[_64Bit]] | tuple[np.float64, np.float64]) assert_type(i8.__divmod__(f8), tuple[np.floating[_64Bit], np.floating[_64Bit]] | tuple[np.float64, np.float64]) assert_type(divmod(i8, f4), tuple[np.floating[_64Bit], np.floating[_64Bit]] | tuple[np.float32, np.float32]) 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.int64], npt.NDArray[np.int64]]) assert_type(b % i8, np.int64) assert_type(f % i8, np.float64 | np.floating[_64Bit]) assert_type(i8 % i8, np.int64) assert_type(f8 % i8, np.float64) assert_type(i8 % i4, np.int64 | np.int32) assert_type(f8 % i4, np.float64) assert_type(i4 % i4, np.int32) assert_type(f4 % i4, np.float32) assert_type(AR_b % i8, npt.NDArray[np.int64]) assert_type(divmod(b, i8), tuple[np.int64, np.int64]) assert_type(divmod(f, i8), tuple[np.floating[_64Bit], np.floating[_64Bit]] | 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.int64, np.int64] | tuple[np.int32, np.int32]) assert_type(divmod(i4, i4), tuple[np.int32, np.int32]) # workarounds for https://github.com/microsoft/pyright/issues/9663 assert_type(f4.__divmod__(i8), tuple[np.floating[_64Bit], np.floating[_64Bit]] | tuple[np.float32, np.float32]) assert_type(f4.__divmod__(i4), tuple[np.float32, np.float32]) assert_type(AR_b.__divmod__(i8), tuple[npt.NDArray[np.int64], npt.NDArray[np.int64]]) # float assert_type(f8 % b, np.float64) assert_type(f8 % f, np.float64) assert_type(i8 % f4, np.floating[_64Bit] | np.float32) assert_type(f4 % f4, np.float32) assert_type(f8 % AR_b, npt.NDArray[np.float64]) 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.float64, np.float64]) assert_type(divmod(f4, f4), tuple[np.float32, np.float32]) assert_type(divmod(f8, AR_b), tuple[npt.NDArray[np.float64], npt.NDArray[np.float64]]) assert_type(b % f8, np.float64) assert_type(f % f8, np.float64) # pyright: ignore[reportAssertTypeFailure] # pyright incorrectly infers `builtins.float` 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.float64]) assert_type(divmod(b, f8), tuple[np.float64, np.float64]) assert_type(divmod(f8, f8), tuple[np.float64, np.float64]) assert_type(divmod(f4, f4), tuple[np.float32, np.float32]) # workarounds for https://github.com/microsoft/pyright/issues/9663 assert_type(f8.__rdivmod__(f), tuple[np.float64, np.float64]) assert_type(f8.__rdivmod__(f4), tuple[np.float64, np.float64]) assert_type(AR_b.__divmod__(f8), tuple[npt.NDArray[np.float64], npt.NDArray[np.float64]])