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numpy
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typing
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Editing: arithmetic.py
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from __future__ import annotations from typing import Any import numpy as np import pytest c16 = np.complex128(1) f8 = np.float64(1) i8 = np.int64(1) u8 = np.uint64(1) c8 = np.complex64(1) f4 = np.float32(1) i4 = np.int32(1) u4 = np.uint32(1) dt = np.datetime64(1, "D") td = np.timedelta64(1, "D") b_ = np.bool_(1) b = bool(1) c = complex(1) f = float(1) i = int(1) class Object: def __array__(self) -> np.ndarray[Any, np.dtype[np.object_]]: ret = np.empty((), dtype=object) ret[()] = self return ret def __sub__(self, value: Any) -> Object: return self def __rsub__(self, value: Any) -> Object: return self def __floordiv__(self, value: Any) -> Object: return self def __rfloordiv__(self, value: Any) -> Object: return self def __mul__(self, value: Any) -> Object: return self def __rmul__(self, value: Any) -> Object: return self def __pow__(self, value: Any) -> Object: return self def __rpow__(self, value: Any) -> Object: return self AR_b: np.ndarray[Any, np.dtype[np.bool_]] = np.array([True]) AR_u: np.ndarray[Any, np.dtype[np.uint32]] = np.array([1], dtype=np.uint32) AR_i: np.ndarray[Any, np.dtype[np.int64]] = np.array([1]) AR_f: np.ndarray[Any, np.dtype[np.float64]] = np.array([1.0]) AR_c: np.ndarray[Any, np.dtype[np.complex128]] = np.array([1j]) AR_m: np.ndarray[Any, np.dtype[np.timedelta64]] = np.array([np.timedelta64(1, "D")]) AR_M: np.ndarray[Any, np.dtype[np.datetime64]] = np.array([np.datetime64(1, "D")]) AR_O: np.ndarray[Any, np.dtype[np.object_]] = np.array([Object()]) AR_LIKE_b = [True] AR_LIKE_u = [np.uint32(1)] AR_LIKE_i = [1] AR_LIKE_f = [1.0] AR_LIKE_c = [1j] AR_LIKE_m = [np.timedelta64(1, "D")] AR_LIKE_M = [np.datetime64(1, "D")] AR_LIKE_O = [Object()] # Array subtractions AR_b - AR_LIKE_u AR_b - AR_LIKE_i AR_b - AR_LIKE_f AR_b - AR_LIKE_c AR_b - AR_LIKE_m AR_b - AR_LIKE_O AR_LIKE_u - AR_b AR_LIKE_i - AR_b AR_LIKE_f - AR_b AR_LIKE_c - AR_b AR_LIKE_m - AR_b AR_LIKE_M - AR_b AR_LIKE_O - AR_b AR_u - AR_LIKE_b AR_u - AR_LIKE_u AR_u - AR_LIKE_i AR_u - AR_LIKE_f AR_u - AR_LIKE_c AR_u - AR_LIKE_m AR_u - AR_LIKE_O AR_LIKE_b - AR_u AR_LIKE_u - AR_u AR_LIKE_i - AR_u AR_LIKE_f - AR_u AR_LIKE_c - AR_u AR_LIKE_m - AR_u AR_LIKE_M - AR_u AR_LIKE_O - AR_u AR_i - AR_LIKE_b AR_i - AR_LIKE_u AR_i - AR_LIKE_i AR_i - AR_LIKE_f AR_i - AR_LIKE_c AR_i - AR_LIKE_m AR_i - AR_LIKE_O AR_LIKE_b - AR_i AR_LIKE_u - AR_i AR_LIKE_i - AR_i AR_LIKE_f - AR_i AR_LIKE_c - AR_i AR_LIKE_m - AR_i AR_LIKE_M - AR_i AR_LIKE_O - AR_i AR_f - AR_LIKE_b AR_f - AR_LIKE_u AR_f - AR_LIKE_i AR_f - AR_LIKE_f AR_f - AR_LIKE_c AR_f - AR_LIKE_O AR_LIKE_b - AR_f AR_LIKE_u - AR_f AR_LIKE_i - AR_f AR_LIKE_f - AR_f AR_LIKE_c - AR_f AR_LIKE_O - AR_f AR_c - AR_LIKE_b AR_c - AR_LIKE_u AR_c - AR_LIKE_i AR_c - AR_LIKE_f AR_c - AR_LIKE_c AR_c - AR_LIKE_O AR_LIKE_b - AR_c AR_LIKE_u - AR_c AR_LIKE_i - AR_c AR_LIKE_f - AR_c AR_LIKE_c - AR_c AR_LIKE_O - AR_c AR_m - AR_LIKE_b AR_m - AR_LIKE_u AR_m - AR_LIKE_i AR_m - AR_LIKE_m AR_LIKE_b - AR_m AR_LIKE_u - AR_m AR_LIKE_i - AR_m AR_LIKE_m - AR_m AR_LIKE_M - AR_m AR_M - AR_LIKE_b AR_M - AR_LIKE_u AR_M - AR_LIKE_i AR_M - AR_LIKE_m AR_M - AR_LIKE_M AR_LIKE_M - AR_M AR_O - AR_LIKE_b AR_O - AR_LIKE_u AR_O - AR_LIKE_i AR_O - AR_LIKE_f AR_O - AR_LIKE_c AR_O - AR_LIKE_O AR_LIKE_b - AR_O AR_LIKE_u - AR_O AR_LIKE_i - AR_O AR_LIKE_f - AR_O AR_LIKE_c - AR_O AR_LIKE_O - AR_O AR_u += AR_b AR_u += AR_u AR_u += 1 # Allowed during runtime as long as the object is 0D and >=0 # Array floor division AR_b // AR_LIKE_b AR_b // AR_LIKE_u AR_b // AR_LIKE_i AR_b // AR_LIKE_f AR_b // AR_LIKE_O AR_LIKE_b // AR_b AR_LIKE_u // AR_b AR_LIKE_i // AR_b AR_LIKE_f // AR_b AR_LIKE_O // AR_b AR_u // AR_LIKE_b AR_u // AR_LIKE_u AR_u // AR_LIKE_i AR_u // AR_LIKE_f AR_u // AR_LIKE_O AR_LIKE_b // AR_u AR_LIKE_u // AR_u AR_LIKE_i // AR_u AR_LIKE_f // AR_u AR_LIKE_m // AR_u AR_LIKE_O // AR_u AR_i // AR_LIKE_b AR_i // AR_LIKE_u AR_i // AR_LIKE_i AR_i // AR_LIKE_f AR_i // AR_LIKE_O AR_LIKE_b // AR_i AR_LIKE_u // AR_i AR_LIKE_i // AR_i AR_LIKE_f // AR_i AR_LIKE_m // AR_i AR_LIKE_O // AR_i AR_f // AR_LIKE_b AR_f // AR_LIKE_u AR_f // AR_LIKE_i AR_f // AR_LIKE_f AR_f // AR_LIKE_O AR_LIKE_b // AR_f AR_LIKE_u // AR_f AR_LIKE_i // AR_f AR_LIKE_f // AR_f AR_LIKE_m // AR_f AR_LIKE_O // AR_f AR_m // AR_LIKE_u AR_m // AR_LIKE_i AR_m // AR_LIKE_f AR_m // AR_LIKE_m AR_LIKE_m // AR_m AR_O // AR_LIKE_b AR_O // AR_LIKE_u AR_O // AR_LIKE_i AR_O // AR_LIKE_f AR_O // AR_LIKE_O AR_LIKE_b // AR_O AR_LIKE_u // AR_O AR_LIKE_i // AR_O AR_LIKE_f // AR_O AR_LIKE_O // AR_O # Inplace multiplication AR_b *= AR_LIKE_b AR_u *= AR_LIKE_b AR_u *= AR_LIKE_u AR_i *= AR_LIKE_b AR_i *= AR_LIKE_u AR_i *= AR_LIKE_i AR_f *= AR_LIKE_b AR_f *= AR_LIKE_u AR_f *= AR_LIKE_i AR_f *= AR_LIKE_f AR_c *= AR_LIKE_b AR_c *= AR_LIKE_u AR_c *= AR_LIKE_i AR_c *= AR_LIKE_f AR_c *= AR_LIKE_c AR_m *= AR_LIKE_b AR_m *= AR_LIKE_u AR_m *= AR_LIKE_i AR_m *= AR_LIKE_f AR_O *= AR_LIKE_b AR_O *= AR_LIKE_u AR_O *= AR_LIKE_i AR_O *= AR_LIKE_f AR_O *= AR_LIKE_c AR_O *= AR_LIKE_O # Inplace power AR_u **= AR_LIKE_b AR_u **= AR_LIKE_u AR_i **= AR_LIKE_b AR_i **= AR_LIKE_u AR_i **= AR_LIKE_i AR_f **= AR_LIKE_b AR_f **= AR_LIKE_u AR_f **= AR_LIKE_i AR_f **= AR_LIKE_f AR_c **= AR_LIKE_b AR_c **= AR_LIKE_u AR_c **= AR_LIKE_i AR_c **= AR_LIKE_f AR_c **= AR_LIKE_c AR_O **= AR_LIKE_b AR_O **= AR_LIKE_u AR_O **= AR_LIKE_i AR_O **= AR_LIKE_f AR_O **= AR_LIKE_c AR_O **= AR_LIKE_O # unary ops -c16 -c8 -f8 -f4 -i8 -i4 with pytest.warns(RuntimeWarning): -u8 -u4 -td -AR_f +c16 +c8 +f8 +f4 +i8 +i4 +u8 +u4 +td +AR_f abs(c16) abs(c8) abs(f8) abs(f4) abs(i8) abs(i4) abs(u8) abs(u4) abs(td) abs(b_) abs(AR_f) # Time structures dt + td dt + i dt + i4 dt + i8 dt - dt dt - i dt - i4 dt - i8 td + td td + i td + i4 td + i8 td - td td - i td - i4 td - i8 td / f td / f4 td / f8 td / td td // td td % td # boolean b_ / b b_ / b_ b_ / i b_ / i8 b_ / i4 b_ / u8 b_ / u4 b_ / f b_ / f8 b_ / f4 b_ / c b_ / c16 b_ / c8 b / b_ b_ / b_ i / b_ i8 / b_ i4 / b_ u8 / b_ u4 / b_ f / b_ f8 / b_ f4 / b_ c / b_ c16 / b_ c8 / b_ # Complex c16 + c16 c16 + f8 c16 + i8 c16 + c8 c16 + f4 c16 + i4 c16 + b_ c16 + b c16 + c c16 + f c16 + i c16 + AR_f c16 + c16 f8 + c16 i8 + c16 c8 + c16 f4 + c16 i4 + c16 b_ + c16 b + c16 c + c16 f + c16 i + c16 AR_f + c16 c8 + c16 c8 + f8 c8 + i8 c8 + c8 c8 + f4 c8 + i4 c8 + b_ c8 + b c8 + c c8 + f c8 + i c8 + AR_f c16 + c8 f8 + c8 i8 + c8 c8 + c8 f4 + c8 i4 + c8 b_ + c8 b + c8 c + c8 f + c8 i + c8 AR_f + c8 # Float f8 + f8 f8 + i8 f8 + f4 f8 + i4 f8 + b_ f8 + b f8 + c f8 + f f8 + i f8 + AR_f f8 + f8 i8 + f8 f4 + f8 i4 + f8 b_ + f8 b + f8 c + f8 f + f8 i + f8 AR_f + f8 f4 + f8 f4 + i8 f4 + f4 f4 + i4 f4 + b_ f4 + b f4 + c f4 + f f4 + i f4 + AR_f f8 + f4 i8 + f4 f4 + f4 i4 + f4 b_ + f4 b + f4 c + f4 f + f4 i + f4 AR_f + f4 # Int i8 + i8 i8 + u8 i8 + i4 i8 + u4 i8 + b_ i8 + b i8 + c i8 + f i8 + i i8 + AR_f u8 + u8 u8 + i4 u8 + u4 u8 + b_ u8 + b u8 + c u8 + f u8 + i u8 + AR_f i8 + i8 u8 + i8 i4 + i8 u4 + i8 b_ + i8 b + i8 c + i8 f + i8 i + i8 AR_f + i8 u8 + u8 i4 + u8 u4 + u8 b_ + u8 b + u8 c + u8 f + u8 i + u8 AR_f + u8 i4 + i8 i4 + i4 i4 + i i4 + b_ i4 + b i4 + AR_f u4 + i8 u4 + i4 u4 + u8 u4 + u4 u4 + i u4 + b_ u4 + b u4 + AR_f i8 + i4 i4 + i4 i + i4 b_ + i4 b + i4 AR_f + i4 i8 + u4 i4 + u4 u8 + u4 u4 + u4 b_ + u4 b + u4 i + u4 AR_f + u4
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