File: test_2603_custom_behaviors_with_jax.py

package info (click to toggle)
python-awkward 2.6.5-1
  • links: PTS, VCS
  • area: main
  • in suites: sid
  • size: 23,088 kB
  • sloc: python: 148,689; cpp: 33,562; sh: 432; makefile: 21; javascript: 8
file content (39 lines) | stat: -rw-r--r-- 889 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
# BSD 3-Clause License; see https://github.com/scikit-hep/awkward/blob/main/LICENSE

from __future__ import annotations

import pytest

import awkward as ak

numba = pytest.importorskip("numba")
jax = pytest.importorskip("jax")


def test():
    behavior = {}

    ak.jax.register_and_check()

    input_arr = ak.Array([1.0], backend="jax")

    @numba.vectorize(
        [
            numba.float32(numba.float32, numba.float32),
            numba.float64(numba.float64, numba.float64),
        ]
    )
    def _some_kernel(x, y):
        return x * x + y * y

    @ak.mixin_class(behavior)
    class SomeClass:
        @property
        def some_kernel(self):
            return _some_kernel(self.x, self.y)

    ak.behavior.update(behavior)

    arr = ak.zip({"x": input_arr, "y": input_arr}, with_name="SomeClass")

    assert ak.all(arr.some_kernel == ak.Array([2.0], backend="jax"))