File: test_img_tiles.py

package info (click to toggle)
python-cartopy 0.25.0%2Bdfsg-1
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid
  • size: 13,152 kB
  • sloc: python: 16,526; makefile: 159; javascript: 66
file content (495 lines) | stat: -rw-r--r-- 17,586 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
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
# Copyright Crown and Cartopy Contributors
#
# This file is part of Cartopy and is released under the BSD 3-clause license.
# See LICENSE in the root of the repository for full licensing details.

import hashlib
import os
import types
import warnings

import numpy as np
from numpy.testing import assert_array_almost_equal as assert_arr_almost
import pytest
import shapely.geometry as sgeom

from cartopy import config
import cartopy.crs as ccrs
import cartopy.io.img_tiles as cimgt
import cartopy.io.ogc_clients as ogc


RESOLUTION = (30, 30)

#: Maps Google tile coordinates to native mercator coordinates as defined
#: by https://goo.gl/pgJi.
KNOWN_EXTENTS = {(0, 0, 0): (-20037508.342789244, 20037508.342789244,
                             -20037508.342789244, 20037508.342789244),
                 (2, 0, 2): (0., 10018754.17139462,
                             10018754.17139462, 20037508.342789244),
                 (0, 2, 2): (-20037508.342789244, -10018754.171394622,
                             -10018754.171394622, 0),
                 (2, 2, 2): (0, 10018754.17139462,
                             -10018754.171394622, 0),
                 (8, 9, 4): (0, 2504688.542848654,
                             -5009377.085697312, -2504688.542848654),
                 }


def GOOGLE_IMAGE_URL_REPLACEMENT(self, tile):
    # TODO: This is a hack to replace the Google image URL with a static image.
    #       This service has been deprecated by Google, so we need to replace it
    #       See https://developers.google.com/chart/image for the notice
    pytest.xfail(reason="Google has deprecated the tile API used in this test")

    x, y, z = tile
    return (f'https://chart.googleapis.com/chart?chst=d_text_outline&'
            f'chs=256x256&chf=bg,s,00000055&chld=FFFFFF|16|h|000000|b||||'
            f'Google:%20%20({x},{y})|Zoom%20{z}||||||'
            f'____________________________')


def test_google_tile_styles():
    """
    Tests that setting the Google Maps tile style works as expected.

    This is essentially just assures information is properly propagated through
    the class structure.
    """
    reference_url = ("https://mts0.google.com/vt/lyrs={style}@177000000&hl=en"
                     "&src=api&x=1&y=2&z=3&s=G")
    tile = ["1", "2", "3"]

    # Default is street.
    gt = cimgt.GoogleTiles()
    url = gt._image_url(tile)
    assert reference_url.format(style="m") == url

    # Street
    gt = cimgt.GoogleTiles(style="street")
    url = gt._image_url(tile)
    assert reference_url.format(style="m") == url

    # Satellite
    gt = cimgt.GoogleTiles(style="satellite")
    url = gt._image_url(tile)
    assert reference_url.format(style="s") == url

    # Terrain
    gt = cimgt.GoogleTiles(style="terrain")
    url = gt._image_url(tile)
    assert reference_url.format(style="t") == url

    # Streets only
    gt = cimgt.GoogleTiles(style="only_streets")
    url = gt._image_url(tile)
    assert reference_url.format(style="h") == url

    # Exception is raised if unknown style is passed.
    with pytest.raises(ValueError):
        cimgt.GoogleTiles(style="random_style")


def test_google_wts():
    gt = cimgt.GoogleTiles()

    ll_target_domain = sgeom.box(-15, 50, 0, 60)
    multi_poly = gt.crs.project_geometry(ll_target_domain, ccrs.PlateCarree())
    target_domain = multi_poly.geoms[0]

    with pytest.raises(AssertionError):
        list(gt.find_images(target_domain, -1))
    assert (tuple(gt.find_images(target_domain, 0)) ==
            ((0, 0, 0),))
    assert (tuple(gt.find_images(target_domain, 2)) ==
            ((1, 1, 2), (2, 1, 2)))

    assert (list(gt.subtiles((0, 0, 0))) ==
            [(0, 0, 1), (0, 1, 1), (1, 0, 1), (1, 1, 1)])
    assert (list(gt.subtiles((1, 0, 1))) ==
            [(2, 0, 2), (2, 1, 2), (3, 0, 2), (3, 1, 2)])

    with pytest.raises(AssertionError):
        gt.tileextent((0, 1, 0))

    assert_arr_almost(gt.tileextent((0, 0, 0)), KNOWN_EXTENTS[(0, 0, 0)])
    assert_arr_almost(gt.tileextent((2, 0, 2)), KNOWN_EXTENTS[(2, 0, 2)])
    assert_arr_almost(gt.tileextent((0, 2, 2)), KNOWN_EXTENTS[(0, 2, 2)])
    assert_arr_almost(gt.tileextent((2, 2, 2)), KNOWN_EXTENTS[(2, 2, 2)])
    assert_arr_almost(gt.tileextent((8, 9, 4)), KNOWN_EXTENTS[(8, 9, 4)])


def test_tile_bbox_y0_at_south_pole():
    tms = cimgt.MapQuestOpenAerial()

    # Check the y0_at_north_pole keywords returns the appropriate bounds.
    assert_arr_almost(tms.tile_bbox(8, 6, 4, y0_at_north_pole=False),
                      np.array(KNOWN_EXTENTS[(8, 9, 4)]).reshape([2, 2]))


def test_tile_find_images():
    gt = cimgt.GoogleTiles()
    # Test the find_images method on a GoogleTiles instance.
    ll_target_domain = sgeom.box(-10, 50, 10, 60)
    multi_poly = gt.crs.project_geometry(ll_target_domain, ccrs.PlateCarree())
    target_domain = multi_poly.geoms[0]

    assert (list(gt.find_images(target_domain, 4)) ==
            [(7, 4, 4), (7, 5, 4), (8, 4, 4), (8, 5, 4)])


@pytest.mark.network
def test_image_for_domain():
    gt = cimgt.GoogleTiles()
    gt._image_url = types.MethodType(GOOGLE_IMAGE_URL_REPLACEMENT, gt)

    ll_target_domain = sgeom.box(-10, 50, 10, 60)
    multi_poly = gt.crs.project_geometry(ll_target_domain, ccrs.PlateCarree())
    target_domain = multi_poly.geoms[0]

    _, extent, _ = gt.image_for_domain(target_domain, 6)

    ll_extent = ccrs.Geodetic().transform_points(gt.crs,
                                                 np.array(extent[:2]),
                                                 np.array(extent[2:]))
    assert_arr_almost(ll_extent[:, :2],
                      [[-11.25, 48.92249926],
                       [11.25, 61.60639637]])


def test_quadtree_wts():
    qt = cimgt.QuadtreeTiles()

    ll_target_domain = sgeom.box(-15, 50, 0, 60)
    multi_poly = qt.crs.project_geometry(ll_target_domain, ccrs.PlateCarree())
    target_domain = multi_poly.geoms[0]

    with pytest.raises(ValueError):
        list(qt.find_images(target_domain, 0))

    assert qt.tms_to_quadkey((1, 1, 1)) == '1'
    assert qt.quadkey_to_tms('1') == (1, 1, 1)

    assert qt.tms_to_quadkey((8, 9, 4)) == '1220'
    assert qt.quadkey_to_tms('1220') == (8, 9, 4)

    assert tuple(qt.find_images(target_domain, 1)) == ('0', '1')
    assert tuple(qt.find_images(target_domain, 2)) == ('03', '12')

    assert list(qt.subtiles('0')) == ['00', '01', '02', '03']
    assert list(qt.subtiles('11')) == ['110', '111', '112', '113']

    with pytest.raises(ValueError):
        qt.tileextent('4')

    assert_arr_almost(qt.tileextent(''), KNOWN_EXTENTS[(0, 0, 0)])
    assert_arr_almost(qt.tileextent(qt.tms_to_quadkey((2, 0, 2), google=True)),
                      KNOWN_EXTENTS[(2, 0, 2)])
    assert_arr_almost(qt.tileextent(qt.tms_to_quadkey((0, 2, 2), google=True)),
                      KNOWN_EXTENTS[(0, 2, 2)])
    assert_arr_almost(qt.tileextent(qt.tms_to_quadkey((2, 0, 2), google=True)),
                      KNOWN_EXTENTS[(2, 0, 2)])
    assert_arr_almost(qt.tileextent(qt.tms_to_quadkey((2, 2, 2), google=True)),
                      KNOWN_EXTENTS[(2, 2, 2)])
    assert_arr_almost(qt.tileextent(qt.tms_to_quadkey((8, 9, 4), google=True)),
                      KNOWN_EXTENTS[(8, 9, 4)])


def test_mapbox_tiles_api_url():
    token = 'foo'
    map_name = 'bar'
    tile = [0, 1, 2]
    exp_url = ('https://api.mapbox.com/styles/v1/mapbox/bar/tiles'
               '/2/0/1?access_token=foo')

    mapbox_sample = cimgt.MapboxTiles(token, map_name)
    url_str = mapbox_sample._image_url(tile)
    assert url_str == exp_url


def test_mapbox_style_tiles_api_url():
    token = 'foo'
    username = 'baz'
    map_id = 'bar'
    tile = [0, 1, 2]
    exp_url = ('https://api.mapbox.com/styles/v1/'
               'baz/bar/tiles/256/2/0/1'
               '?access_token=foo')

    mapbox_sample = cimgt.MapboxStyleTiles(token, username, map_id)
    url_str = mapbox_sample._image_url(tile)
    assert url_str == exp_url


@pytest.mark.parametrize("style,extension,resolution", [
    ("alidade_smooth", "png", ""),
    ("alidade_smooth", "png", "@2x"),
    ("stamen_watercolor", "jpg", "")])
def test_stadia_maps_tiles_api_url(style, extension, resolution):
    apikey = 'foo'
    tile = [0, 1, 2]
    exp_url = ('http://tiles.stadiamaps.com/tiles/'
               f'{style}/2/0/1{resolution}.{extension}'
               '?api_key=foo')

    sample = cimgt.StadiaMapsTiles(apikey, style=style, resolution=resolution)
    url_str = sample._image_url(tile)
    assert url_str == exp_url


def test_ordnance_survey_tile_styles():
    """
    Tests that setting the Ordnance Survey tile style works as expected.

    This is essentially just assures information is properly propagated through
    the class structure.
    """
    dummy_apikey = "None"

    ref_url = "https://api.os.uk/maps/raster/v1/zxy/" \
              "{layer}/{z}/{x}/{y}.png?key=None"
    tile = ["1", "2", "3"]

    # Default is Road_3857.
    ordsurvey = cimgt.OrdnanceSurvey(dummy_apikey)
    url = ordsurvey._image_url(tile)
    assert url == ref_url.format(layer="Road_3857",
                                 z=tile[2], y=tile[1], x=tile[0])

    for layer in ("Road_3857", "Light_3857", "Outdoor_3857",
                  "Road", "Light", "Outdoor"):
        ordsurvey = cimgt.OrdnanceSurvey(dummy_apikey, layer=layer)
        url = ordsurvey._image_url(tile)
        layer = layer if layer.endswith("_3857") else layer + "_3857"
        assert url == ref_url.format(layer=layer,
                                     z=tile[2], y=tile[1], x=tile[0])

    # Exception is raised if unknown style is passed.
    with pytest.raises(ValueError):
        cimgt.OrdnanceSurvey(dummy_apikey, layer="random_style")


@pytest.mark.network
def test_ordnance_survey_get_image():
    # In order to test fetching map images from OS
    # an API key needs to be provided
    try:
        api_key = os.environ['ORDNANCE_SURVEY_API_KEY']
    except KeyError:
        pytest.skip('ORDNANCE_SURVEY_API_KEY environment variable is unset.')

    os1 = cimgt.OrdnanceSurvey(api_key, layer="Outdoor_3857")
    os2 = cimgt.OrdnanceSurvey(api_key, layer="Light_3857")

    tile = (500, 300, 10)

    img1, extent1, _ = os1.get_image(tile)
    img2, extent2, _ = os2.get_image(tile)

    # Different images for different layers
    assert img1 != img2

    # The extent is the same though
    assert extent1 == extent2


def test_azuremaps_tiles_api_url():
    subscription_key = 'foo'
    tileset_id = 'bar'
    tile = [0, 1, 2]

    exp_url = ('https://atlas.microsoft.com/map/tile?api-version=2.0'
               '&tilesetId=bar&x=0&y=1&zoom=2&subscription-key=foo')

    az_maps_sample = cimgt.AzureMapsTiles(subscription_key, tileset_id)
    url_str = az_maps_sample._image_url(tile)
    assert url_str == exp_url


@pytest.mark.network
def test_azuremaps_get_image():
    # In order to test fetching map images from Azure Maps
    # an API key needs to be provided
    try:
        api_key = os.environ['AZURE_MAPS_SUBSCRIPTION_KEY']
    except KeyError:
        pytest.skip('AZURE_MAPS_SUBSCRIPTION_KEY environment variable '
                    'is unset.')

    am1 = cimgt.AzureMapsTiles(api_key, tileset_id="microsoft.imagery")
    am2 = cimgt.AzureMapsTiles(api_key, tileset_id="microsoft.base.road")

    tile = (500, 300, 10)

    img1, extent1, _ = am1.get_image(tile)
    img2, extent2, _ = am2.get_image(tile)

    # Different images for different layers
    assert img1 != img2

    # The extent is the same though
    assert extent1 == extent2


@pytest.mark.network
@pytest.mark.parametrize('cache_dir', ["tmpdir", True, False])
@pytest.mark.skipif(not ogc._OWSLIB_AVAILABLE, reason='OWSLib is unavailable.')
def test_wmts_cache(cache_dir, tmp_path):
    if cache_dir == "tmpdir":
        tmpdir_str = str(tmp_path)
    else:
        tmpdir_str = cache_dir

    if cache_dir is True:
        config["cache_dir"] = str(tmp_path)

    # URI = 'https://map1c.vis.earthdata.nasa.gov/wmts-geo/wmts.cgi'
    # layer_name = 'VIIRS_CityLights_2012'
    URI = 'https://basemap.nationalmap.gov/arcgis/rest/services/USGSImageryOnly/MapServer/WMTS/1.0.0/WMTSCapabilities.xml'
    layer_name='USGSImageryOnly'
    projection = ccrs.PlateCarree()

    # Fetch tiles and save them in the cache
    with warnings.catch_warnings(record=True) as w:
        warnings.simplefilter('always')
        source = ogc.WMTSRasterSource(URI, layer_name, cache=tmpdir_str)
    extent = [-10, 10, 40, 60]
    located_image, = source.fetch_raster(projection, extent,
                                         RESOLUTION)

    # Do not check the result if the cache is disabled
    if cache_dir is False:
        assert source.cache_path is None
        return

    # Check that the warning is properly raised (only when cache is True)
    if cache_dir is True:
        assert len(w) == 1
    else:
        assert len(w) == 0

    # Define expected results
    x_y_f_h = [
        (1, 1, '1_1.npy', '0de548bd47e4579ae0500da6ceeb08e7'),
        (1, 2, '1_2.npy', '4beebcd3e4408af5accb440d7b4c8933'),
    ]

    # Check the results
    cache_dir_res = source.cache_path / "WMTSRasterSource"
    files = list(cache_dir_res.iterdir())
    hashes = {
        f:
            hashlib.md5(
                np.load(cache_dir_res / f, allow_pickle=True).data
            ).hexdigest()
        for f in files
    }
    assert sorted(files) == [cache_dir_res / f for x, y, f, h in x_y_f_h]
    assert set(files) == set([cache_dir_res / c for c in source.cache])

    assert sorted(hashes.values()) == sorted(
        h for x, y, f, h in x_y_f_h
    )

    # Update images in cache (all white)
    for f in files:
        filename = cache_dir_res / f
        img = np.load(filename, allow_pickle=True)
        img.fill(255)
        np.save(filename, img, allow_pickle=True)

    wmts_cache = ogc.WMTSRasterSource(URI, layer_name, cache=tmpdir_str)
    located_image_cache, = wmts_cache.fetch_raster(projection, extent,
                                         RESOLUTION)

    # Check that the new fetch_raster() call used cached images
    assert wmts_cache.cache == set([cache_dir_res / c for c in source.cache])
    assert (np.array(located_image_cache.image) == 255).all()


@pytest.mark.network
@pytest.mark.parametrize('cache_dir', ["tmpdir", True, False])
def test_cache(cache_dir, tmp_path):
    if cache_dir == "tmpdir":
        tmpdir_str = str(tmp_path)
    else:
        tmpdir_str = cache_dir

    if cache_dir is True:
        config["cache_dir"] = str(tmp_path)

    # Fetch tiles and save them in the cache
    with warnings.catch_warnings(record=True) as w:
        warnings.simplefilter('always')
        gt = cimgt.GoogleTiles(cache=tmpdir_str)
    gt._image_url = types.MethodType(GOOGLE_IMAGE_URL_REPLACEMENT, gt)

    ll_target_domain = sgeom.box(-10, 50, 10, 60)
    multi_poly = gt.crs.project_geometry(ll_target_domain, ccrs.PlateCarree())
    target_domain = multi_poly.geoms[0]

    img_init, _, _ = gt.image_for_domain(target_domain, 6)

    # Do not check the result if the cache is disabled
    if cache_dir is False:
        assert gt.cache_path is None
        return

    # Check that the warning is properly raised (only when cache is True)
    if cache_dir is True:
        assert len(w) == 1
    else:
        assert len(w) == 0

    # Define expected results
    x_y_z_f_h = [
        (30, 18, 6, '30_18_6.npy', '545db25f1aa348ad85e1f437fd0db0d9'),
        (30, 19, 6, '30_19_6.npy', '10355add0674bfa33f673ea27a6d1206'),
        (30, 20, 6, '30_20_6.npy', 'ab3e7f2ed8d71977ac176094973695ae'),
        (30, 21, 6, '30_21_6.npy', '3e8947b93a6ffa07f22cfea4042a4740'),
        (31, 18, 6, '31_18_6.npy', 'd0fa58b9146aa99b273eb75256b328cc'),
        (31, 19, 6, '31_19_6.npy', '9255bd0cd22736bd2c25a9087bd47b20'),
        (31, 20, 6, '31_20_6.npy', 'ac0f7e32bdf8edb50d1dccf3ec0ef446'),
        (31, 21, 6, '31_21_6.npy', 'f36b8cc1825bf267b2daead837facae9'),
        (32, 18, 6, '32_18_6.npy', '9f4ddd90cd1ae76ef2bbc8f0252ead91'),
        (32, 19, 6, '32_19_6.npy', 'a995803578bb94ecfca8563754717196'),
        (32, 20, 6, '32_20_6.npy', 'def9e71d77fd6007c77c2a14dfae858f'),
        (32, 21, 6, '32_21_6.npy', 'a3d7935037019ec58ae78f60e6fb924e'),
        (33, 18, 6, '33_18_6.npy', '4e51e32da73fb99229817dcd7b7e1f4f'),
        (33, 19, 6, '33_19_6.npy', 'b9b5057fa012c5788cbbe1e18c9bb512'),
        (33, 20, 6, '33_20_6.npy', 'b55a7c0a8d86167df496732f85bddcf9'),
        (33, 21, 6, '33_21_6.npy', '4208ba897c460e9bb0d2469552e127ff')
    ]

    # Check the results
    cache_dir_res = gt.cache_path / "GoogleTiles"
    files = list(cache_dir_res.iterdir())
    hashes = {
        f:
            hashlib.md5(
                np.load(cache_dir_res / f, allow_pickle=True).data
            ).hexdigest()
        for f in files
    }
    assert sorted(files) == [cache_dir_res / f for x, y, z, f, h in x_y_z_f_h]
    assert set(files) == gt.cache

    assert sorted(hashes.values()) == sorted(
        h for x, y, z, f, h in x_y_z_f_h
    )

    # Update images in cache (all white)
    for f in files:
        filename = cache_dir_res / f
        img = np.load(filename, allow_pickle=True)
        img.fill(255)
        np.save(filename, img, allow_pickle=True)

    gt_cache = cimgt.GoogleTiles(cache=tmpdir_str)
    gt_cache._image_url = types.MethodType(
        GOOGLE_IMAGE_URL_REPLACEMENT, gt_cache)
    img_cache, _, _ = gt_cache.image_for_domain(target_domain, 6)

    # Check that the new image_for_domain() call used cached images
    assert gt_cache.cache == gt.cache
    assert (img_cache == 255).all()