test_1276_from_cupy.py

# BSD 3-Clause License; see https://github.com/scikit-hep/awkward/blob/main/LICENSE

from __future__ import annotations

import cupy as cp
import numpy as np
import pytest

import awkward as ak

try:
    ak.numba.register_and_check()
except ImportError:
    pytest.skip(reason="too old Numba version", allow_module_level=True)


def test_from_cupy():
    cupy_array_1d = cp.arange(10)
    cupy_array_2d = cp.array([[1.1, 2.2], [3.3, 4.4], [5.5, 6.6], [7.7, 8.8]])

    ak_cupy_array_1d = ak.from_cupy(cupy_array_1d)
    ak_cupy_array_2d = ak.from_cupy(cupy_array_2d)

    for i in range(10):
        assert ak_cupy_array_1d[i] == cupy_array_1d[i]

    for i in range(4):
        for j in range(2):
            assert ak_cupy_array_2d[i][j] == cupy_array_2d[i][j]


def test_from_cupy_tolist():
    cupy_array_1d = cp.array([9, 8, 7, 6, 5, 4, 3, 2, 1, 0])

    ak_cupy_array_1d = ak.from_cupy(cupy_array_1d)

    assert ak.to_list(ak_cupy_array_1d.layout) == [9, 8, 7, 6, 5, 4, 3, 2, 1, 0]


def test_NumpyArray_constructor():
    assert ak.backend(ak.contents.NumpyArray(np.array([1, 2, 3]))) == "cpu"
    assert ak.backend(ak.contents.NumpyArray(cp.array([1, 2, 3]))) == "cuda"


def test_add():
    one = ak.Array([[1.1, 2.2, 3.3], [], [4.4, 5.5]], backend="cuda")
    two = ak.Array([100, 200, 300], backend="cuda")
    assert ak.backend(one) == "cuda"
    assert ak.backend(two) == "cuda"
    three = one + two
    assert ak.to_list(three) == [[101.1, 102.2, 103.3], [], [304.4, 305.5]]
    assert ak.backend(three) == "cuda"


def test_add_2():
    one = ak.Array([[1.1, 2.2, 3.3], [], [4.4, 5.5]], backend="cuda")
    two = 100
    assert ak.backend(one) == "cuda"
    three = one + two
    assert ak.to_list(three) == [[101.1, 102.2, 103.3], [], [104.4, 105.5]]
    assert ak.backend(three) == "cuda"