MONAI/tests/data/test_init_reader.py at 5debb4cf1bfe439e1a20c92d3d9f53eb80c17929 · Project-MONAI/MONAI · GitHub

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
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
# Copyright (c) MONAI Consortium
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#     http://www.apache.org/licenses/LICENSE-2.0
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from __future__ import annotations

import unittest

from monai.data import ITKReader, NibabelReader, NrrdReader, NumpyReader, PILReader, PydicomReader
from monai.transforms import LoadImage, LoadImaged
from tests.test_utils import SkipIfNoModule


class TestInitLoadImage(unittest.TestCase):
    def test_load_image(self):
        instance1 = LoadImage(image_only=False, dtype=None)
        instance2 = LoadImage(image_only=True, dtype=None)
        self.assertIsInstance(instance1, LoadImage)
        self.assertIsInstance(instance2, LoadImage)

        # Test with None (auto-select) - should always work
        inst = LoadImaged("image", reader=None)
        self.assertIsInstance(inst, LoadImaged)

    @SkipIfNoModule("nibabel")
    @SkipIfNoModule("cupy")
    @SkipIfNoModule("kvikio")
    def test_load_image_to_gpu(self):
        for to_gpu in [True, False]:
            instance1 = LoadImage(reader="NibabelReader", to_gpu=to_gpu)
            self.assertIsInstance(instance1, LoadImage)

            instance2 = LoadImaged("image", reader="NibabelReader", to_gpu=to_gpu)
            self.assertIsInstance(instance2, LoadImaged)

    @SkipIfNoModule("itk")
    @SkipIfNoModule("nibabel")
    @SkipIfNoModule("PIL")
    @SkipIfNoModule("nrrd")
    @SkipIfNoModule("Pydicom")
    def test_readers(self):
        inst = ITKReader()
        self.assertIsInstance(inst, ITKReader)

        inst = NibabelReader()
        self.assertIsInstance(inst, NibabelReader)
        inst = NibabelReader(as_closest_canonical=True)
        self.assertIsInstance(inst, NibabelReader)

        inst = PydicomReader()
        self.assertIsInstance(inst, PydicomReader)

        inst = NumpyReader()
        self.assertIsInstance(inst, NumpyReader)
        inst = NumpyReader(npz_keys="test")
        self.assertIsInstance(inst, NumpyReader)

        inst = PILReader()
        self.assertIsInstance(inst, PILReader)

        inst = NrrdReader()
        self.assertIsInstance(inst, NrrdReader)

    @SkipIfNoModule("nibabel")
    @SkipIfNoModule("cupy")
    @SkipIfNoModule("kvikio")
    def test_readers_to_gpu(self):
        for to_gpu in [True, False]:
            inst = NibabelReader(to_gpu=to_gpu)
            self.assertIsInstance(inst, NibabelReader)


if __name__ == "__main__":
    unittest.main()