File: test_openslide.py

package info (click to toggle)
openslide-python 1.4.1-1
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid, trixie
  • size: 1,840 kB
  • sloc: javascript: 19,981; python: 2,418; ansic: 86; makefile: 18
file content (278 lines) | stat: -rw-r--r-- 10,694 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
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
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
#
# openslide-python - Python bindings for the OpenSlide library
#
# Copyright (c) 2016-2024 Benjamin Gilbert
#
# This library is free software; you can redistribute it and/or modify it
# under the terms of version 2.1 of the GNU Lesser General Public License
# as published by the Free Software Foundation.
#
# This library is distributed in the hope that it will be useful, but
# WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY
# or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Lesser General Public
# License for more details.
#
# You should have received a copy of the GNU Lesser General Public License
# along with this library; if not, write to the Free Software Foundation,
# Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
#

from __future__ import annotations

from ctypes import ArgumentError
import re
import sys
from typing import Any
import unittest

from common import file_path

from openslide import (
    OpenSlide,
    OpenSlideCache,
    OpenSlideError,
    OpenSlideUnsupportedFormatError,
    lowlevel,
)


class TestCache(unittest.TestCase):
    @unittest.skipUnless(lowlevel.cache_create.available, "requires OpenSlide 4.0.0")
    def test_create_cache(self) -> None:
        OpenSlideCache(0)
        OpenSlideCache(1)
        OpenSlideCache(4 << 20)
        self.assertRaises(ArgumentError, lambda: OpenSlideCache(-1))
        self.assertRaises(
            ArgumentError, lambda: OpenSlideCache(1.3)  # type: ignore[arg-type]
        )


class TestSlideWithoutOpening(unittest.TestCase):
    def test_detect_format(self) -> None:
        self.assertTrue(OpenSlide.detect_format(file_path('__missing_file')) is None)
        self.assertTrue(OpenSlide.detect_format(file_path('../setup.py')) is None)
        self.assertEqual(
            OpenSlide.detect_format(file_path('boxes.tiff')), 'generic-tiff'
        )

    def test_open(self) -> None:
        self.assertRaises(
            OpenSlideUnsupportedFormatError, lambda: OpenSlide('__does_not_exist')
        )
        self.assertRaises(
            OpenSlideUnsupportedFormatError, lambda: OpenSlide('setup.py')
        )
        self.assertRaises(
            ArgumentError,
            lambda: OpenSlide(None),  # type: ignore[arg-type]
        )
        self.assertRaises(
            ArgumentError,
            lambda: OpenSlide(3),  # type: ignore[arg-type]
        )
        self.assertRaises(
            OpenSlideUnsupportedFormatError, lambda: OpenSlide('unopenable.tiff')
        )

    @unittest.skipUnless(
        sys.getfilesystemencoding() == 'utf-8',
        'Python filesystem encoding is not UTF-8',
    )
    def test_unicode_path(self) -> None:
        path = file_path('😐.svs')
        for arg in path, str(path):
            self.assertEqual(OpenSlide.detect_format(arg), 'aperio')
            self.assertEqual(OpenSlide(arg).dimensions, (16, 16))

    def test_unicode_path_bytes(self) -> None:
        arg = str(file_path('😐.svs')).encode('UTF-8')
        self.assertEqual(OpenSlide.detect_format(arg), 'aperio')
        self.assertEqual(OpenSlide(arg).dimensions, (16, 16))

    def test_operations_on_closed_handle(self) -> None:
        osr = OpenSlide(file_path('boxes.tiff'))
        props = osr.properties
        associated = osr.associated_images
        osr.close()
        self.assertRaises(ArgumentError, lambda: osr.read_region((0, 0), 0, (100, 100)))
        self.assertRaises(ArgumentError, lambda: osr.close())
        self.assertRaises(ArgumentError, lambda: props['openslide.vendor'])
        self.assertRaises(ArgumentError, lambda: associated['label'])

    def test_context_manager(self) -> None:
        osr = OpenSlide(file_path('boxes.tiff'))
        with osr:
            self.assertEqual(osr.level_count, 4)
        self.assertRaises(ArgumentError, lambda: osr.level_count)


class _Abstract:
    # nested class to prevent the test runner from finding it
    class SlideTest(unittest.TestCase):
        FILENAME: str | None = None

        def setUp(self) -> None:
            assert self.FILENAME is not None
            self.osr = OpenSlide(file_path(self.FILENAME))

        def tearDown(self) -> None:
            self.osr.close()


class TestSlide(_Abstract.SlideTest):
    FILENAME = 'boxes.tiff'

    def test_repr(self) -> None:
        self.assertEqual(repr(self.osr), 'OpenSlide(%r)' % file_path('boxes.tiff'))

    def test_basic_metadata(self) -> None:
        self.assertEqual(self.osr.level_count, 4)
        self.assertEqual(
            self.osr.level_dimensions, ((300, 250), (150, 125), (75, 62), (37, 31))
        )
        self.assertEqual(self.osr.dimensions, (300, 250))

        self.assertEqual(len(self.osr.level_downsamples), self.osr.level_count)
        self.assertEqual(self.osr.level_downsamples[0:2], (1, 2))
        self.assertAlmostEqual(self.osr.level_downsamples[2], 4, places=0)
        self.assertAlmostEqual(self.osr.level_downsamples[3], 8, places=0)

        self.assertEqual(self.osr.get_best_level_for_downsample(0.5), 0)
        self.assertEqual(self.osr.get_best_level_for_downsample(3), 1)
        self.assertEqual(self.osr.get_best_level_for_downsample(37), 3)

    def test_properties(self) -> None:
        self.assertEqual(self.osr.properties['openslide.vendor'], 'generic-tiff')
        self.assertRaises(KeyError, lambda: self.osr.properties['__does_not_exist'])
        # test __len__ and __iter__
        self.assertEqual(
            len([v for v in self.osr.properties]), len(self.osr.properties)
        )
        self.assertEqual(
            repr(self.osr.properties), '<_PropertyMap %r>' % dict(self.osr.properties)
        )

    @unittest.skipUnless(
        lowlevel.read_icc_profile.available, "requires OpenSlide 4.0.0"
    )
    def test_color_profile(self) -> None:
        assert self.osr.color_profile is not None  # for type inference
        self.assertEqual(self.osr.color_profile.profile.device_class, 'mntr')
        self.assertEqual(
            len(self.osr.read_region((0, 0), 0, (100, 100)).info['icc_profile']), 588
        )
        self.assertEqual(
            len(self.osr.get_thumbnail((100, 100)).info['icc_profile']), 588
        )

    def test_read_region(self) -> None:
        self.assertEqual(
            self.osr.read_region((-10, -10), 1, (400, 400)).size, (400, 400)
        )

    def test_read_region_size_dimension_zero(self) -> None:
        self.assertEqual(self.osr.read_region((0, 0), 1, (400, 0)).size, (400, 0))

    def test_read_region_bad_level(self) -> None:
        self.assertEqual(self.osr.read_region((0, 0), 4, (100, 100)).size, (100, 100))

    def test_read_region_bad_size(self) -> None:
        self.assertRaises(
            OpenSlideError, lambda: self.osr.read_region((0, 0), 1, (400, -5))
        )

    @unittest.skipIf(sys.maxsize < 1 << 32, '32-bit Python')
    # Disabled to avoid OOM killer on small systems, since the stdlib
    # doesn't provide a way to find out how much RAM we have
    def _test_read_region_2GB(self) -> None:
        self.assertEqual(
            self.osr.read_region((1000, 1000), 0, (32768, 16384)).size, (32768, 16384)
        )

    def test_thumbnail(self) -> None:
        self.assertEqual(self.osr.get_thumbnail((100, 100)).size, (100, 83))

    @unittest.skipUnless(lowlevel.cache_create.available, "requires OpenSlide 4.0.0")
    def test_set_cache(self) -> None:
        self.osr.set_cache(OpenSlideCache(64 << 10))
        self.assertEqual(self.osr.read_region((0, 0), 0, (400, 400)).size, (400, 400))
        self.assertRaises(
            TypeError, lambda: self.osr.set_cache(None)  # type: ignore[arg-type]
        )
        self.assertRaises(
            TypeError, lambda: self.osr.set_cache(3)  # type: ignore[arg-type]
        )


class TestAperioSlide(_Abstract.SlideTest):
    FILENAME = 'small.svs'

    def test_associated_images(self) -> None:
        self.assertEqual(self.osr.associated_images['thumbnail'].size, (16, 16))
        self.assertRaises(KeyError, lambda: self.osr.associated_images['__missing'])
        # test __len__ and __iter__
        self.assertEqual(
            len([v for v in self.osr.associated_images]),
            len(self.osr.associated_images),
        )

        def mangle_repr(o: Any) -> str:
            return re.sub('0x[0-9a-fA-F]+', '(mangled)', repr(o))

        self.assertEqual(
            mangle_repr(self.osr.associated_images),
            '<_AssociatedImageMap %s>' % mangle_repr(dict(self.osr.associated_images)),
        )

    def test_color_profile(self) -> None:
        self.assertIsNone(self.osr.color_profile)
        self.assertNotIn(
            'icc_profile', self.osr.read_region((0, 0), 0, (100, 100)).info
        )
        self.assertNotIn('icc_profile', self.osr.associated_images['thumbnail'].info)
        self.assertNotIn('icc_profile', self.osr.get_thumbnail((100, 100)).info)


# Requires DICOM support in OpenSlide.  Use associated image ICC support as
# a proxy.
@unittest.skipUnless(
    lowlevel.read_associated_image_icc_profile.available, "requires OpenSlide 4.0.0"
)
class TestDicomSlide(_Abstract.SlideTest):
    FILENAME = 'boxes_0.dcm'

    def test_color_profile(self) -> None:
        assert self.osr.color_profile is not None  # for type inference
        self.assertEqual(self.osr.color_profile.profile.device_class, 'mntr')
        main_profile = self.osr.read_region((0, 0), 0, (100, 100)).info['icc_profile']
        associated_profile = self.osr.associated_images['thumbnail'].info['icc_profile']
        self.assertEqual(len(main_profile), 456)
        self.assertEqual(main_profile, associated_profile)
        self.assertIs(main_profile, associated_profile)


class TestUnreadableSlide(_Abstract.SlideTest):
    FILENAME = 'unreadable.svs'

    def test_read_bad_region(self) -> None:
        self.assertEqual(self.osr.properties['openslide.vendor'], 'aperio')
        self.assertRaises(
            OpenSlideError, lambda: self.osr.read_region((0, 0), 0, (16, 16))
        )
        # verify that errors are sticky
        self.assertRaises(
            OpenSlideError, lambda: self.osr.properties['openslide.vendor']
        )

    def test_read_bad_associated_image(self) -> None:
        self.assertEqual(self.osr.properties['openslide.vendor'], 'aperio')
        # Prints "JPEGLib: Bogus marker length." to stderr due to
        # https://github.com/openslide/openslide/issues/36
        self.assertRaises(
            OpenSlideError, lambda: self.osr.associated_images['thumbnail']
        )
        # verify that errors are sticky
        self.assertRaises(
            OpenSlideError, lambda: self.osr.properties['openslide.vendor']
        )