""" Tests for :mod:`core.numeric`. Does not include tests which fall under ``array_constructors``. """ 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 class SubClass(npt.NDArray[np.int64]): ... i8: np.int64 AR_b: npt.NDArray[np.bool_] AR_u8: npt.NDArray[np.uint64] AR_i8: npt.NDArray[np.int64] AR_f8: npt.NDArray[np.float64] AR_c16: npt.NDArray[np.complex128] AR_m: npt.NDArray[np.timedelta64] AR_O: npt.NDArray[np.object_] B: list[int] C: SubClass assert_type(np.count_nonzero(i8), int) assert_type(np.count_nonzero(AR_i8), int) assert_type(np.count_nonzero(B), int) assert_type(np.count_nonzero(AR_i8, keepdims=True), Any) assert_type(np.count_nonzero(AR_i8, axis=0), Any) assert_type(np.isfortran(i8), bool) assert_type(np.isfortran(AR_i8), bool) assert_type(np.argwhere(i8), npt.NDArray[np.intp]) assert_type(np.argwhere(AR_i8), npt.NDArray[np.intp]) assert_type(np.flatnonzero(i8), npt.NDArray[np.intp]) assert_type(np.flatnonzero(AR_i8), npt.NDArray[np.intp]) assert_type(np.correlate(B, AR_i8, mode="valid"), npt.NDArray[np.signedinteger[Any]]) assert_type(np.correlate(AR_i8, AR_i8, mode="same"), npt.NDArray[np.signedinteger[Any]]) assert_type(np.correlate(AR_b, AR_b), npt.NDArray[np.bool_]) assert_type(np.correlate(AR_b, AR_u8), npt.NDArray[np.unsignedinteger[Any]]) assert_type(np.correlate(AR_i8, AR_b), npt.NDArray[np.signedinteger[Any]]) assert_type(np.correlate(AR_i8, AR_f8), npt.NDArray[np.floating[Any]]) assert_type(np.correlate(AR_i8, AR_c16), npt.NDArray[np.complexfloating[Any, Any]]) assert_type(np.correlate(AR_i8, AR_m), npt.NDArray[np.timedelta64]) assert_type(np.correlate(AR_O, AR_O), npt.NDArray[np.object_]) assert_type(np.convolve(B, AR_i8, mode="valid"), npt.NDArray[np.signedinteger[Any]]) assert_type(np.convolve(AR_i8, AR_i8, mode="same"), npt.NDArray[np.signedinteger[Any]]) assert_type(np.convolve(AR_b, AR_b), npt.NDArray[np.bool_]) assert_type(np.convolve(AR_b, AR_u8), npt.NDArray[np.unsignedinteger[Any]]) assert_type(np.convolve(AR_i8, AR_b), npt.NDArray[np.signedinteger[Any]]) assert_type(np.convolve(AR_i8, AR_f8), npt.NDArray[np.floating[Any]]) assert_type(np.convolve(AR_i8, AR_c16), npt.NDArray[np.complexfloating[Any, Any]]) assert_type(np.convolve(AR_i8, AR_m), npt.NDArray[np.timedelta64]) assert_type(np.convolve(AR_O, AR_O), npt.NDArray[np.object_]) assert_type(np.outer(i8, AR_i8), npt.NDArray[np.signedinteger[Any]]) assert_type(np.outer(B, AR_i8), npt.NDArray[np.signedinteger[Any]]) assert_type(np.outer(AR_i8, AR_i8), npt.NDArray[np.signedinteger[Any]]) assert_type(np.outer(AR_i8, AR_i8, out=C), SubClass) assert_type(np.outer(AR_b, AR_b), npt.NDArray[np.bool_]) assert_type(np.outer(AR_b, AR_u8), npt.NDArray[np.unsignedinteger[Any]]) assert_type(np.outer(AR_i8, AR_b), npt.NDArray[np.signedinteger[Any]]) assert_type(np.convolve(AR_i8, AR_f8), npt.NDArray[np.floating[Any]]) assert_type(np.outer(AR_i8, AR_c16), npt.NDArray[np.complexfloating[Any, Any]]) assert_type(np.outer(AR_i8, AR_m), npt.NDArray[np.timedelta64]) assert_type(np.outer(AR_O, AR_O), npt.NDArray[np.object_]) assert_type(np.tensordot(B, AR_i8), npt.NDArray[np.signedinteger[Any]]) assert_type(np.tensordot(AR_i8, AR_i8), npt.NDArray[np.signedinteger[Any]]) assert_type(np.tensordot(AR_i8, AR_i8, axes=0), npt.NDArray[np.signedinteger[Any]]) assert_type(np.tensordot(AR_i8, AR_i8, axes=(0, 1)), npt.NDArray[np.signedinteger[Any]]) assert_type(np.tensordot(AR_b, AR_b), npt.NDArray[np.bool_]) assert_type(np.tensordot(AR_b, AR_u8), npt.NDArray[np.unsignedinteger[Any]]) assert_type(np.tensordot(AR_i8, AR_b), npt.NDArray[np.signedinteger[Any]]) assert_type(np.tensordot(AR_i8, AR_f8), npt.NDArray[np.floating[Any]]) assert_type(np.tensordot(AR_i8, AR_c16), npt.NDArray[np.complexfloating[Any, Any]]) assert_type(np.tensordot(AR_i8, AR_m), npt.NDArray[np.timedelta64]) assert_type(np.tensordot(AR_O, AR_O), npt.NDArray[np.object_]) assert_type(np.isscalar(i8), bool) assert_type(np.isscalar(AR_i8), bool) assert_type(np.isscalar(B), bool) assert_type(np.roll(AR_i8, 1), npt.NDArray[np.int64]) assert_type(np.roll(AR_i8, (1, 2)), npt.NDArray[np.int64]) assert_type(np.roll(B, 1), npt.NDArray[Any]) assert_type(np.rollaxis(AR_i8, 0, 1), npt.NDArray[np.int64]) assert_type(np.moveaxis(AR_i8, 0, 1), npt.NDArray[np.int64]) assert_type(np.moveaxis(AR_i8, (0, 1), (1, 2)), npt.NDArray[np.int64]) assert_type(np.cross(B, AR_i8), npt.NDArray[np.signedinteger[Any]]) assert_type(np.cross(AR_i8, AR_i8), npt.NDArray[np.signedinteger[Any]]) assert_type(np.cross(AR_b, AR_u8), npt.NDArray[np.unsignedinteger[Any]]) assert_type(np.cross(AR_i8, AR_b), npt.NDArray[np.signedinteger[Any]]) assert_type(np.cross(AR_i8, AR_f8), npt.NDArray[np.floating[Any]]) assert_type(np.cross(AR_i8, AR_c16), npt.NDArray[np.complexfloating[Any, Any]]) assert_type(np.cross(AR_O, AR_O), npt.NDArray[np.object_]) assert_type(np.indices([0, 1, 2]), npt.NDArray[np.int_]) assert_type(np.indices([0, 1, 2], sparse=True), tuple[npt.NDArray[np.int_], ...]) assert_type(np.indices([0, 1, 2], dtype=np.float64), npt.NDArray[np.float64]) assert_type(np.indices([0, 1, 2], sparse=True, dtype=np.float64), tuple[npt.NDArray[np.float64], ...]) assert_type(np.indices([0, 1, 2], dtype=float), npt.NDArray[Any]) assert_type(np.indices([0, 1, 2], sparse=True, dtype=float), tuple[npt.NDArray[Any], ...]) assert_type(np.binary_repr(1), str) assert_type(np.base_repr(1), str) assert_type(np.allclose(i8, AR_i8), bool) assert_type(np.allclose(B, AR_i8), bool) assert_type(np.allclose(AR_i8, AR_i8), bool) assert_type(np.isclose(i8, i8), np.bool_) assert_type(np.isclose(i8, AR_i8), npt.NDArray[np.bool_]) assert_type(np.isclose(B, AR_i8), npt.NDArray[np.bool_]) assert_type(np.isclose(AR_i8, AR_i8), npt.NDArray[np.bool_]) assert_type(np.array_equal(i8, AR_i8), bool) assert_type(np.array_equal(B, AR_i8), bool) assert_type(np.array_equal(AR_i8, AR_i8), bool) assert_type(np.array_equiv(i8, AR_i8), bool) assert_type(np.array_equiv(B, AR_i8), bool) assert_type(np.array_equiv(AR_i8, AR_i8), bool)