def setUpClass(cls):
bbox = BBox(bbox=(47.94, -5.23, 48.17, -5.03), crs=CRS.WGS84)
cls.request = OgcRequest(image_format=MimeType.TIFF_d32f,
layer='ALL_BANDS',
maxcc=1.0,
data_folder='TestOutputs',
bbox=bbox,
time=('2017-10-01', '2017-10-31'),
time_difference=datetime.timedelta(days=10),
source=DataSource.WMS,
instance_id=INSTANCE_ID)
def setUpClass(cls):
wgs84_bbox = BBox(bbox=(-5.23, 48.0, -5.03, 48.17), crs=CRS.WGS84)
wgs84_bbox_2 = BBox(bbox=(21.3, 64.0, 22.0, 64.5), crs=CRS.WGS84)
wgs84_bbox_3 = BBox(bbox=(-72.0, -70.4, -71.8, -70.2), crs=CRS.WGS84)
pop_web_bbox = BBox(bbox=(1292344.0, 5195920.0, 1310615.0, 5214191.0),
crs=CRS.POP_WEB)
geometry_wkt_pop_web = 'POLYGON((1292344.0 5205055.5, 1301479.5 5195920.0, 1310615.0 5205055.5, ' \
'1301479.5 5214191.0, 1292344.0 5205055.5))'
geometry_wkt_wgs84 = 'POLYGON((-5.13 48, -5.23 48.09, -5.13 48.17, -5.03 48.08, -5.13 48))'
img_width = 100
img_height = 100
resx = '53m'
resy = '78m'
expected_date = datetime.datetime.strptime('2017-10-07T11:20:58',
'%Y-%m-%dT%H:%M:%S')
cls.test_cases = [
cls.OgcTestCase('generalWmsTest',
OgcRequest(
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f,
bbox=wgs84_bbox,
layer='BANDS-S2-L1C',
maxcc=0.5,
size_x=img_width,
size_y=img_height,
time=(datetime.date(year=2017, month=1, day=5),
datetime.date(year=2017,
month=12,
day=16)),
service_type=ServiceType.WMS,
time_difference=datetime.timedelta(days=10)),
result_len=14,
img_min=0.0,
img_max=1.5964,
img_mean=0.1810,
img_median=0.1140,
tile_num=29,
save_data=True,
data_filter=[0, -2, 0]),
cls.OgcTestCase('generalWcsTest',
OgcRequest(
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f,
bbox=wgs84_bbox,
layer='BANDS-S2-L1C',
maxcc=0.6,
size_x=resx,
size_y=resy,
time=(datetime.datetime(year=2017,
month=10,
day=7,
hour=1),
datetime.datetime(year=2017,
month=12,
day=11)),
service_type=ServiceType.WCS,
time_difference=datetime.timedelta(hours=1)),
result_len=4,
img_min=0.0002,
img_max=0.5266,
img_mean=0.1038,
img_median=0.0948,
tile_num=6,
date_check=expected_date,
save_data=True,
data_filter=[0, -1]),
# CustomUrlParam tests:
cls.OgcTestCase('customUrlAtmcorQualitySampling',
WmsRequest(data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.PNG,
layer='TRUE-COLOR-S2-L1C',
width=img_width,
bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02'),
custom_url_params={
CustomUrlParam.SHOWLOGO: True,
CustomUrlParam.ATMFILTER: 'ATMCOR',
CustomUrlParam.QUALITY: 100,
CustomUrlParam.DOWNSAMPLING:
'BICUBIC',
CustomUrlParam.UPSAMPLING: 'BICUBIC'
}),
result_len=1,
img_min=11,
img_max=255,
img_mean=193.796,
img_median=206,
tile_num=2,
data_filter=[0, -1]),
cls.OgcTestCase('customUrlPreview',
WmsRequest(data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.PNG,
layer='TRUE-COLOR-S2-L1C',
height=img_height,
bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02'),
custom_url_params={
CustomUrlParam.SHOWLOGO: True,
CustomUrlParam.PREVIEW: 2
}),
result_len=1,
img_min=27,
img_max=253,
img_mean=176.732,
img_median=177,
tile_num=2),
cls.OgcTestCase(
'customUrlEvalscripturl',
WcsRequest(
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.PNG,
layer='TRUE-COLOR-S2-L1C',
resx=resx,
resy=resy,
bbox=pop_web_bbox,
time=('2017-10-01', '2017-10-02'),
custom_url_params={
CustomUrlParam.SHOWLOGO:
True,
CustomUrlParam.EVALSCRIPTURL:
'https://raw.githubusercontent.com/sentinel-hub/'
'customScripts/master/sentinel-2/false_color_infrared/'
'script.js'
}),
result_len=1,
img_min=41,
img_max=255,
img_mean=230.568,
img_median=255,
tile_num=3),
cls.OgcTestCase('customUrlEvalscript,Transparent,Geometry',
WcsRequest(data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.PNG,
layer='TRUE-COLOR-S2-L1C',
resx=resx,
resy=resy,
bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02'),
custom_url_params={
CustomUrlParam.SHOWLOGO:
True,
CustomUrlParam.TRANSPARENT:
True,
CustomUrlParam.EVALSCRIPT:
'return [B10,B8A, B03 ]',
CustomUrlParam.GEOMETRY:
geometry_wkt_wgs84
}),
result_len=1,
img_min=0,
img_max=255,
img_mean=53.71428,
img_median=1.0,
tile_num=2),
cls.OgcTestCase('FalseLogo,BgColor,Geometry',
WmsRequest(data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.PNG,
layer='TRUE-COLOR-S2-L1C',
width=img_width,
height=img_height,
bbox=pop_web_bbox,
time=('2017-10-01', '2017-10-02'),
custom_url_params={
CustomUrlParam.SHOWLOGO:
False,
CustomUrlParam.BGCOLOR:
"F4F86A",
CustomUrlParam.GEOMETRY:
geometry_wkt_pop_web
}),
result_len=1,
img_min=63,
img_max=255,
img_mean=213.3590,
img_median=242.0,
tile_num=3),
# DataSource tests:
cls.OgcTestCase('S2 L1C Test',
WmsRequest(data_source=DataSource.SENTINEL2_L1C,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d8,
layer='BANDS-S2-L1C',
width=img_width,
height=img_height,
bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02')),
result_len=1,
img_min=0,
img_max=160,
img_mean=59.9996,
img_median=63.0,
tile_num=2),
cls.OgcTestCase('S2 L2A Test',
WmsRequest(data_source=DataSource.SENTINEL2_L2A,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF,
layer='BANDS-S2-L2A',
width=img_width,
height=img_height,
bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02')),
result_len=1,
img_min=0.0,
img_max=65535,
img_mean=22743.5164,
img_median=21390.0,
tile_num=2),
cls.OgcTestCase('L8 Test',
WmsRequest(
data_source=DataSource.LANDSAT8,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f,
layer='BANDS-L8',
width=img_width,
height=img_height,
bbox=wgs84_bbox,
time=('2017-10-05', '2017-10-10'),
time_difference=datetime.timedelta(hours=1)),
result_len=1,
img_min=0.0011,
img_max=285.72415,
img_mean=52.06075,
img_median=0.5192,
tile_num=2),
cls.OgcTestCase('DEM Test',
WmsRequest(data_source=DataSource.DEM,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f,
layer='DEM',
width=img_width,
height=img_height,
bbox=wgs84_bbox),
result_len=1,
img_min=-108.0,
img_max=-18.0,
img_mean=-72.1819,
img_median=-72.0),
cls.OgcTestCase('MODIS Test',
WmsRequest(data_source=DataSource.MODIS,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f,
layer='BANDS-MODIS',
width=img_width,
height=img_height,
bbox=wgs84_bbox,
time='2017-10-01'),
result_len=1,
img_min=0.0,
img_max=3.2767,
img_mean=0.136408,
img_median=0.00240,
tile_num=1),
cls.OgcTestCase('S1 IW Test',
WmsRequest(
data_source=DataSource.SENTINEL1_IW,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f,
layer='BANDS-S1-IW',
width=img_width,
height=img_height,
bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02'),
time_difference=datetime.timedelta(hours=1)),
result_len=1,
img_min=0.0,
img_max=1.0,
img_mean=0.104584,
img_median=0.06160,
tile_num=2),
cls.OgcTestCase('S1 EW Test',
WmsRequest(
data_source=DataSource.SENTINEL1_EW,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f,
layer='BANDS-S1-EW',
width=img_width,
height=img_height,
bbox=wgs84_bbox_2,
time=('2018-2-7', '2018-2-8'),
time_difference=datetime.timedelta(hours=1)),
result_len=2,
img_min=0.0003,
img_max=1.0,
img_mean=0.53118,
img_median=1.0,
tile_num=3),
cls.OgcTestCase(
'S1 EW SH Test',
WmsRequest(data_source=DataSource.SENTINEL1_EW_SH,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d16,
layer='BANDS-S1-EW-SH',
width=img_width,
height=img_height,
bbox=wgs84_bbox_3,
custom_url_params={CustomUrlParam.SHOWLOGO: True},
time=('2018-2-6', '2018-2-8'),
time_difference=datetime.timedelta(hours=1)),
result_len=1,
img_min=465,
img_max=59287,
img_mean=5323.0523,
img_median=943.0,
tile_num=1)
]
"""
# Test case for eocloud data source
cls.test_cases.extend([
cls.OgcTestCase('EOCloud S1 IW Test',
WmsRequest(data_source=DataSource.SENTINEL1_IW, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f, layer='BANDS_S1_IW',
width=img_width, height=img_height, bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02'),
time_difference=datetime.timedelta(hours=1)),
result_len=1, img_min=0.0, img_max=0.49706, img_mean=0.04082, img_median=0.00607,
tile_num=2),
])
"""
for test_case in cls.test_cases:
test_case.collect_data()
def setUpClass(cls):
super().setUpClass()
wgs84_bbox = BBox(bbox=(-5.23, 48.0, -5.03, 48.17), crs=CRS.WGS84)
wgs84_bbox_2 = BBox(bbox=(21.3, 64.0, 22.0, 64.5), crs=CRS.WGS84)
wgs84_bbox_3 = BBox(bbox=(-72.0, -70.4, -71.8, -70.2), crs=CRS.WGS84)
wgs84_bbox_4 = BBox(bbox=(-72.0, -66.4, -71.8, -66.2), crs=CRS.WGS84)
wgs84_bbox_byoc = BBox(bbox=(13.82387, 45.85221, 13.83313, 45.85901), crs=CRS.WGS84)
pop_web_bbox = BBox(bbox=(1292344.0, 5195920.0, 1310615.0, 5214191.0), crs=CRS.POP_WEB)
geometry_wkt_pop_web = 'POLYGON((1292344.0 5205055.5, 1301479.5 5195920.0, 1310615.0 5205055.5, ' \
'1301479.5 5214191.0, 1292344.0 5205055.5))'
geometry_wkt_wgs84 = 'POLYGON((-5.13 48, -5.23 48.09, -5.13 48.17, -5.03 48.08, -5.13 48))'
img_width = 100
img_height = 100
resx = '53m'
resy = '78m'
expected_date = datetime.datetime.strptime('2017-10-07T11:20:58', '%Y-%m-%dT%H:%M:%S')
cls.test_cases = [
cls.OgcTestCase('generalWmsTest',
OgcRequest(data_folder=cls.OUTPUT_FOLDER, image_format=MimeType.TIFF_d32f, bbox=wgs84_bbox,
layer='BANDS-S2-L1C', maxcc=0.5, size_x=img_width, size_y=img_height,
time=(datetime.date(year=2017, month=1, day=5),
datetime.date(year=2017, month=12, day=16)),
service_type=ServiceType.WMS, time_difference=datetime.timedelta(days=10)),
result_len=14, img_min=0.0, img_max=1.5964, img_mean=0.1810, img_median=0.1140, tile_num=29,
save_data=True, data_filter=[0, -2, 0]),
cls.OgcTestCase('generalWcsTest',
OgcRequest(data_folder=cls.OUTPUT_FOLDER, image_format=MimeType.TIFF_d32f, bbox=wgs84_bbox,
layer='BANDS-S2-L1C', maxcc=0.6, size_x=resx, size_y=resy,
time=(datetime.datetime(year=2017, month=10, day=7, hour=1),
datetime.datetime(year=2017, month=12, day=11)),
service_type=ServiceType.WCS, time_difference=datetime.timedelta(hours=1)),
result_len=4, img_min=0.0002, img_max=0.5266, img_mean=0.1038, img_median=0.0948,
tile_num=6, date_check=expected_date, save_data=True, data_filter=[0, -1]),
# CustomUrlParam tests:
cls.OgcTestCase('customUrlLogoQualitySampling',
WmsRequest(data_folder=cls.OUTPUT_FOLDER, image_format=MimeType.PNG,
layer='TRUE-COLOR-S2-L1C', width=img_width, bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02'),
custom_url_params={CustomUrlParam.SHOWLOGO: True,
CustomUrlParam.QUALITY: 100,
CustomUrlParam.DOWNSAMPLING: 'BICUBIC',
CustomUrlParam.UPSAMPLING: 'BICUBIC'}),
result_len=1, img_min=29, img_max=255, img_mean=179.833917, img_median=181, tile_num=2,
data_filter=[0, -1]),
cls.OgcTestCase('customUrlPreview',
WmsRequest(data_folder=cls.OUTPUT_FOLDER, image_format=MimeType.PNG,
layer='TRUE-COLOR-S2-L1C', height=img_height, bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02'),
custom_url_params={CustomUrlParam.PREVIEW: 2}),
result_len=1, img_min=27, img_max=244, img_mean=175.51357, img_median=177, tile_num=2),
cls.OgcTestCase('customUrlEvalscripturl',
WcsRequest(data_folder=cls.OUTPUT_FOLDER, image_format=MimeType.PNG,
layer='TRUE-COLOR-S2-L1C', resx=resx, resy=resy, bbox=pop_web_bbox,
time=('2017-10-01', '2017-10-02'),
custom_url_params={CustomUrlParam.EVALSCRIPTURL:
'https://raw.githubusercontent.com/sentinel-hub/'
'customScripts/master/sentinel-2/false_color_infrared/'
'script.js'}),
result_len=1, img_min=46, img_max=255, img_mean=231.051154, img_median=255, tile_num=3),
cls.OgcTestCase('customUrlEvalscript,Transparent,Geometry',
WcsRequest(data_folder=cls.OUTPUT_FOLDER, image_format=MimeType.PNG,
layer='TRUE-COLOR-S2-L1C', resx=resx, resy=resy, bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02'),
custom_url_params={CustomUrlParam.TRANSPARENT: True,
CustomUrlParam.EVALSCRIPT: 'return [B10,B8A, B03 ]',
CustomUrlParam.GEOMETRY: geometry_wkt_wgs84}),
result_len=1, img_min=0, img_max=255, img_mean=50.726361, img_median=1.0, tile_num=2),
cls.OgcTestCase('FalseLogo,BgColor,Geometry',
WmsRequest(data_folder=cls.OUTPUT_FOLDER, image_format=MimeType.PNG,
layer='TRUE-COLOR-S2-L1C', width=img_width, height=img_height, bbox=pop_web_bbox,
time=('2017-10-01', '2017-10-02'),
custom_url_params={CustomUrlParam.SHOWLOGO: False,
CustomUrlParam.BGCOLOR: "F4F86A",
CustomUrlParam.GEOMETRY: geometry_wkt_pop_web}),
result_len=1, img_min=64, img_max=MimeType.PNG.get_expected_max_value(), img_mean=213.6124,
img_median=242.0, tile_num=3),
# DataSource tests:
cls.OgcTestCase('S2 L1C Test',
WmsRequest(data_source=DataSource.SENTINEL2_L1C, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d8, layer='BANDS-S2-L1C',
width=img_width, height=img_height, bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02')),
result_len=1, img_min=0, img_max=160, img_mean=60.50514, img_median=63.0,
tile_num=2),
cls.OgcTestCase('S2 L2A Test',
WmsRequest(data_source=DataSource.SENTINEL2_L2A, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF, layer='BANDS-S2-L2A',
width=img_width, height=img_height, bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02')),
result_len=1, img_min=0.0, img_max=MimeType.TIFF.get_expected_max_value(),
img_mean=22744.01498, img_median=21391.0, tile_num=2),
cls.OgcTestCase('L8 Test',
WmsRequest(data_source=DataSource.LANDSAT8, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f, layer='BANDS-L8',
width=img_width, height=img_height, bbox=wgs84_bbox,
time=('2017-10-05', '2017-10-10'), time_difference=datetime.timedelta(hours=1)),
result_len=1, img_min=0.0012, img_max=285.78003, img_mean=52.06088, img_median=0.5192,
tile_num=2),
cls.OgcTestCase('DEM Test',
WmsRequest(data_source=DataSource.DEM, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f, layer='DEM',
width=img_width, height=img_height, bbox=wgs84_bbox),
result_len=1, img_min=-108.0, img_max=-18.0, img_mean=-72.2097, img_median=-72.0),
cls.OgcTestCase('MODIS Test',
WmsRequest(data_source=DataSource.MODIS, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f, layer='BANDS-MODIS',
width=img_width, height=img_height, bbox=wgs84_bbox, time='2017-10-01'),
result_len=1, img_min=0.0, img_max=3.2767, img_mean=0.136548, img_median=0.00240,
tile_num=1),
cls.OgcTestCase('S1 IW Test',
WmsRequest(data_source=DataSource.SENTINEL1_IW, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f, layer='BANDS-S1-IW',
width=img_width, height=img_height, bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02'),
time_difference=datetime.timedelta(hours=1)),
result_len=1, img_min=0.00150, img_max=MimeType.TIFF_d32f.get_expected_max_value(),
img_mean=0.1135815, img_median=0.06210, tile_num=2),
cls.OgcTestCase('S1 EW Test',
WmsRequest(data_source=DataSource.SENTINEL1_EW, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f, layer='BANDS-S1-EW',
width=img_width, height=img_height, bbox=wgs84_bbox_2,
time=('2018-2-7', '2018-2-8'),
time_difference=datetime.timedelta(hours=1)),
result_len=2, img_min=0.0003, img_max=1.0, img_mean=0.53118, img_median=1.0, tile_num=3),
cls.OgcTestCase('S1 EW SH Test',
WmsRequest(data_source=DataSource.SENTINEL1_EW_SH,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d16, layer='BANDS-S1-EW-SH',
width=img_width, height=img_height, bbox=wgs84_bbox_3,
time=('2018-2-6', '2018-2-8'),
time_difference=datetime.timedelta(hours=1)),
result_len=1, img_min=472, img_max=3538, img_mean=926.8818, img_median=894.0,
tile_num=1),
cls.OgcTestCase('S1 IW ASC Test',
WmsRequest(data_source=DataSource.SENTINEL1_IW_ASC, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f, layer='BANDS-S1-IW',
width=img_width, height=img_height, bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-03'),
time_difference=datetime.timedelta(hours=1)),
result_len=1, img_min=0.00150, img_max=MimeType.TIFF_d32f.get_expected_max_value(),
img_mean=0.1135815, img_median=0.0621000, tile_num=2),
cls.OgcTestCase('S1 EW ASC Test',
WmsRequest(data_source=DataSource.SENTINEL1_EW_ASC, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f, layer='BANDS-S1-EW',
width=img_width, height=img_height, bbox=wgs84_bbox_2,
time=('2018-2-7', '2018-2-8'),
time_difference=datetime.timedelta(hours=1)),
result_len=1, img_min=0.0003, img_max=0.2322, img_mean=0.02199, img_median=0.0102,
tile_num=2),
cls.OgcTestCase('S1 EW SH ASC Test',
WmsRequest(data_source=DataSource.SENTINEL1_EW_SH_ASC,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d16, layer='BANDS-S1-EW-SH',
width=img_width, height=img_height, bbox=wgs84_bbox_3,
time=('2018-2-6', '2018-2-8'),
time_difference=datetime.timedelta(hours=1)),
result_len=1, img_min=472, img_max=3538, img_mean=926.8818, img_median=894.0,
tile_num=1),
cls.OgcTestCase('S1 IW DES Test',
WmsRequest(data_source=DataSource.SENTINEL1_IW_DES, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f, layer='BANDS-S1-IW',
width=img_width, height=img_height, bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-05'),
time_difference=datetime.timedelta(hours=1)),
result_len=1, img_min=0.0, img_max=0.07700,
img_mean=0.0210801, img_median=0.0132, tile_num=1),
cls.OgcTestCase('S1 EW DES Test',
WmsRequest(data_source=DataSource.SENTINEL1_EW_DES, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f, layer='BANDS-S1-EW',
width=img_width, height=img_height, bbox=wgs84_bbox_2,
time=('2018-2-7', '2018-2-8'),
time_difference=datetime.timedelta(hours=1)),
result_len=1, img_min=0.0003, img_max=1.0, img_mean=0.53118, img_median=1.0, tile_num=1),
cls.OgcTestCase('S1 EW SH DES Test',
WmsRequest(data_source=DataSource.SENTINEL1_EW_SH_DES,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d16, layer='BANDS-S1-EW-SH',
width=img_width, height=img_height, bbox=wgs84_bbox_4,
time=('2018-2-5', '2018-2-6'),
time_difference=datetime.timedelta(hours=1)),
result_len=1, img_min=3975, img_max=37973, img_mean=15061.2035, img_median=14769.0,
tile_num=1),
# cls.OgcTestCase('BYOC Test',
# WmsRequest(data_source=DataSource('31df1de4-8bd4-43e0-8c3f-b04262d111b6'),
# data_folder=cls.OUTPUT_FOLDER,
# image_format=MimeType.TIFF_d16, layer='DEMO_BYOC_LAYER',
# width=img_width, height=img_height, bbox=wgs84_bbox_byoc,
# custom_url_params={CustomUrlParam.SHOWLOGO: False}),
# result_len=1, img_min=0, img_max=65535, img_mean=17158.8938, img_median=15728.0,
# tile_num=1)
]
"""
# Test case for eocloud data source
cls.test_cases.extend([
cls.OgcTestCase('EOCloud S1 IW Test',
WmsRequest(data_source=DataSource.SENTINEL1_IW, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f, layer='BANDS_S1_IW',
width=img_width, height=img_height, bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02'),
time_difference=datetime.timedelta(hours=1)),
result_len=1, img_min=0.0, img_max=0.49706, img_mean=0.04082, img_median=0.00607,
tile_num=2),
])
"""
for test_case in cls.test_cases:
test_case.collect_data()
def setUpClass(cls):
wgs84_bbox = BBox(bbox=(-5.23, 48.0, -5.03, 48.17), crs=CRS.WGS84)
wgs84_bbox_2 = BBox(bbox=(21.3, 64.0, 22.0, 64.5), crs=CRS.WGS84)
wgs84_bbox_3 = BBox(bbox=(-72.0, -70.4, -71.8, -70.2), crs=CRS.WGS84)
pop_web_bbox = BBox(bbox=(1292344.0, 5195920.0, 1310615.0, 5214191.0),
crs=CRS.POP_WEB)
img_width = 100
img_height = 100
resx = '53m'
resy = '78m'
expected_date = datetime.datetime.strptime('2017-10-07T11:20:58',
'%Y-%m-%dT%H:%M:%S')
cls.test_cases = [
cls.OgcTestCase('generalWmsTest',
OgcRequest(
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f,
bbox=wgs84_bbox,
layer='BANDS-S2-L1C',
maxcc=0.5,
size_x=img_width,
size_y=img_height,
time=('2017-10-01', '2018-01-01'),
instance_id=cls.INSTANCE_ID,
service_type=ServiceType.WMS,
time_difference=datetime.timedelta(days=10)),
result_len=3,
img_min=0.0,
img_max=0.4544,
img_mean=0.1038,
img_median=0.0945,
tile_num=7,
date_check=expected_date,
save_data=True),
cls.OgcTestCase('generalWcsTest',
OgcRequest(
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f,
bbox=wgs84_bbox,
layer='BANDS-S2-L1C',
maxcc=0.6,
size_x=resx,
size_y=resy,
time=('2017-10-01', '2018-01-01'),
instance_id=cls.INSTANCE_ID,
service_type=ServiceType.WCS,
time_difference=datetime.timedelta(days=5)),
result_len=5,
img_min=0.0002,
img_max=0.5266,
img_mean=0.1038,
img_median=0.0948,
tile_num=9,
date_check=expected_date,
save_data=True),
# CustomUrlParam tests:
cls.OgcTestCase('customUrlAtmcorQualitySampling',
WmsRequest(data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.PNG,
layer='TRUE-COLOR-S2-L1C',
width=img_width,
bbox=wgs84_bbox,
instance_id=cls.INSTANCE_ID,
time=('2017-10-01', '2017-10-02'),
custom_url_params={
CustomUrlParam.SHOWLOGO: True,
CustomUrlParam.ATMFILTER: 'ATMCOR',
CustomUrlParam.QUALITY: 100,
CustomUrlParam.DOWNSAMPLING:
'BICUBIC',
CustomUrlParam.UPSAMPLING: 'BICUBIC'
}),
result_len=1,
img_min=11,
img_max=255,
img_mean=193.796,
img_median=206,
tile_num=2),
cls.OgcTestCase('customUrlPreview',
WmsRequest(data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.PNG,
layer='TRUE-COLOR-S2-L1C',
height=img_height,
bbox=wgs84_bbox,
instance_id=cls.INSTANCE_ID,
time=('2017-10-01', '2017-10-02'),
custom_url_params={
CustomUrlParam.SHOWLOGO: True,
CustomUrlParam.PREVIEW: 2
}),
result_len=1,
img_min=27,
img_max=253,
img_mean=176.732,
img_median=177,
tile_num=2),
cls.OgcTestCase(
'customUrlEvalscripturl',
WcsRequest(
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.PNG,
layer='TRUE-COLOR-S2-L1C',
resx=resx,
resy=resy,
bbox=pop_web_bbox,
instance_id=cls.INSTANCE_ID,
time=('2017-10-01', '2017-10-02'),
custom_url_params={
CustomUrlParam.SHOWLOGO:
True,
CustomUrlParam.EVALSCRIPTURL:
'https://raw.githubusercontent.com/sentinel-hub/'
'customScripts/master/sentinel-2/false_color_infrared/'
'script.js'
}),
result_len=1,
img_min=41,
img_max=255,
img_mean=230.568,
img_median=255,
tile_num=3),
cls.OgcTestCase('customUrlEvalscript',
WcsRequest(data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.PNG,
layer='TRUE-COLOR-S2-L1C',
resx=resx,
resy=resy,
bbox=wgs84_bbox,
instance_id=cls.INSTANCE_ID,
time=('2017-10-01', '2017-10-02'),
custom_url_params={
CustomUrlParam.SHOWLOGO:
True,
CustomUrlParam.EVALSCRIPT:
'return [B10,B8A, B03 ]'
}),
result_len=1,
img_min=0,
img_max=235,
img_mean=48.539,
img_median=55,
tile_num=2),
cls.OgcTestCase('TransparentFalseLogo',
WmsRequest(data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.PNG,
layer='TRUE-COLOR-S2-L1C',
width=img_width,
height=img_height,
bbox=pop_web_bbox,
instance_id=cls.INSTANCE_ID,
time=('2017-10-01', '2017-10-02'),
custom_url_params={
CustomUrlParam.SHOWLOGO: False,
CustomUrlParam.TRANSPARENT: True
}),
result_len=1,
img_min=48,
img_max=255,
img_mean=230.9804,
img_median=242.0,
tile_num=3),
# DataSource tests:
cls.OgcTestCase('S2 L1C Test',
WmsRequest(data_source=DataSource.SENTINEL2_L1C,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d8,
layer='BANDS-S2-L1C',
width=img_width,
height=img_height,
bbox=wgs84_bbox,
instance_id=cls.INSTANCE_ID,
time=('2017-10-01', '2017-10-02')),
result_len=1,
img_min=38,
img_max=152,
img_mean=84.6465,
img_median=84.0,
tile_num=2),
cls.OgcTestCase('S2 L2A Test',
WmsRequest(data_source=DataSource.SENTINEL2_L2A,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF,
layer='BANDS-S2-L2A',
width=img_width,
height=img_height,
bbox=wgs84_bbox,
instance_id=cls.INSTANCE_ID,
time=('2017-10-01', '2017-10-02')),
result_len=1,
img_min=0.0,
img_max=65535,
img_mean=22743.5164,
img_median=21390.0,
tile_num=2),
cls.OgcTestCase('L8 Test',
WmsRequest(
data_source=DataSource.LANDSAT8,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f,
layer='BANDS-L8',
width=img_width,
height=img_height,
bbox=wgs84_bbox,
instance_id=cls.INSTANCE_ID,
time=('2017-10-05', '2017-10-10'),
time_difference=datetime.timedelta(hours=1)),
result_len=1,
img_min=0.0011,
img_max=285.72415,
img_mean=52.06075,
img_median=0.5192,
tile_num=2),
cls.OgcTestCase('DEM Test',
WmsRequest(data_source=DataSource.DEM,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f,
layer='DEM',
width=img_width,
height=img_height,
bbox=wgs84_bbox,
instance_id=cls.INSTANCE_ID),
result_len=1,
img_min=-108.0,
img_max=-18.0,
img_mean=-72.1819,
img_median=-72.0),
cls.OgcTestCase('MODIS Test',
WmsRequest(data_source=DataSource.MODIS,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f,
layer='BANDS-MODIS',
width=img_width,
height=img_height,
bbox=wgs84_bbox,
instance_id=cls.INSTANCE_ID,
time='2017-10-01'),
result_len=1,
img_min=0.0,
img_max=3.2767,
img_mean=0.136408,
img_median=0.00240,
tile_num=1),
cls.OgcTestCase('S1 IW Test',
WmsRequest(
data_source=DataSource.SENTINEL1_IW,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f,
layer='BANDS-S1-IW',
width=img_width,
height=img_height,
bbox=wgs84_bbox,
instance_id=cls.INSTANCE_ID,
time=('2017-10-01', '2017-10-02'),
time_difference=datetime.timedelta(hours=1)),
result_len=1,
img_min=0.0,
img_max=1.0,
img_mean=0.104584,
img_median=0.06160,
tile_num=2),
cls.OgcTestCase('S1 EW Test',
WmsRequest(
data_source=DataSource.SENTINEL1_EW,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d32f,
layer='BANDS-S1-EW',
width=img_width,
height=img_height,
bbox=wgs84_bbox_2,
instance_id=cls.INSTANCE_ID,
time=('2018-2-7', '2018-2-8'),
time_difference=datetime.timedelta(hours=1)),
result_len=2,
img_min=0.0003,
img_max=1.0,
img_mean=0.53118,
img_median=1.0,
tile_num=3),
cls.OgcTestCase(
'S1 EW SH Test',
WmsRequest(data_source=DataSource.SENTINEL1_EW_SH,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF_d16,
layer='BANDS-S1-EW-SH',
width=img_width,
height=img_height,
bbox=wgs84_bbox_3,
custom_url_params={CustomUrlParam.SHOWLOGO: True},
instance_id=cls.INSTANCE_ID,
time=('2018-2-6', '2018-2-8'),
time_difference=datetime.timedelta(hours=1)),
result_len=1,
img_min=465,
img_max=59287,
img_mean=5323.0523,
img_median=943.0,
tile_num=1)
]
for test_case in cls.test_cases:
test_case.collect_data()
def setUpClass(cls):
super().setUpClass()
wgs84_bbox = BBox(bbox=(-5.23, 48.0, -5.03, 48.17), crs=CRS.WGS84)
wgs84_bbox_2 = BBox(bbox=(21.3, 64.0, 22.0, 64.5), crs=CRS.WGS84)
wgs84_bbox_3 = BBox(bbox=(-72.0, -70.4, -71.8, -70.2), crs=CRS.WGS84)
wgs84_bbox_4 = BBox(bbox=(-72.0, -66.4, -71.8, -66.2), crs=CRS.WGS84)
pop_web_bbox = BBox(bbox=(1292344.0, 5195920.0, 1310615.0, 5214191.0), crs=CRS.POP_WEB)
geometry_wkt_pop_web = 'POLYGON((1292344.0 5205055.5, 1301479.5 5195920.0, 1310615.0 5205055.5, ' \
'1301479.5 5214191.0, 1292344.0 5205055.5))'
geometry_wkt_wgs84 = 'POLYGON((-5.13 48, -5.23 48.09, -5.13 48.17, -5.03 48.08, -5.13 48))'
img_width = 100
img_height = 100
resx = '53m'
resy = '78m'
expected_date = datetime.datetime.strptime('2017-10-07T11:20:58', '%Y-%m-%dT%H:%M:%S')
cls.test_cases = [
cls.OgcTestCase('generalWmsTest',
OgcRequest(data_folder=cls.OUTPUT_FOLDER, image_format=MimeType.TIFF, bbox=wgs84_bbox,
data_collection=DataCollection.SENTINEL2_L1C,
layer='BANDS-S2-L1C', maxcc=0.5, size_x=img_width, size_y=img_height,
time=(datetime.date(year=2017, month=1, day=5),
datetime.date(year=2017, month=12, day=16)),
service_type=ServiceType.WMS, time_difference=datetime.timedelta(days=10)),
result_len=14, img_min=0.0, img_max=1.5964, img_mean=0.2395, img_median=0.1349, tile_num=29,
save_data=True, data_filter=[0, -2, 0]),
cls.OgcTestCase('generalWcsTest',
OgcRequest(data_folder=cls.OUTPUT_FOLDER, image_format=MimeType.TIFF, bbox=wgs84_bbox,
data_collection=DataCollection.SENTINEL2_L1C,
layer='BANDS-S2-L1C', maxcc=0.6, size_x=resx, size_y=resy,
time=(datetime.datetime(year=2017, month=10, day=7, hour=1),
datetime.datetime(year=2017, month=12, day=11)),
service_type=ServiceType.WCS, time_difference=datetime.timedelta(hours=1)),
result_len=4, img_min=0.0002, img_max=1.0, img_mean=0.16779, img_median=0.1023,
tile_num=6, date_check=expected_date, save_data=True, data_filter=[0, -1]),
# CustomUrlParam tests:
cls.OgcTestCase('customUrlLogoQualitySampling',
WmsRequest(data_folder=cls.OUTPUT_FOLDER, image_format=MimeType.PNG,
data_collection=DataCollection.SENTINEL2_L1C,
layer='TRUE-COLOR-S2-L1C', width=img_width, bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02'),
custom_url_params={CustomUrlParam.SHOWLOGO: True,
CustomUrlParam.QUALITY: 100,
CustomUrlParam.DOWNSAMPLING: 'BICUBIC',
CustomUrlParam.UPSAMPLING: 'BICUBIC'}),
result_len=1, img_min=29, img_max=255, img_mean=198.6254375, img_median=206, tile_num=2,
data_filter=[0, -1]),
cls.OgcTestCase('customUrlPreview',
WmsRequest(data_folder=cls.OUTPUT_FOLDER, image_format=MimeType.PNG,
data_collection=DataCollection.SENTINEL2_L1C,
layer='TRUE-COLOR-S2-L1C', height=img_height, bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02'),
custom_url_params={CustomUrlParam.PREVIEW: 2}),
result_len=1, img_min=27, img_max=255, img_mean=195.385181, img_median=199, tile_num=2),
cls.OgcTestCase('customUrlEvalscripturl',
WcsRequest(data_folder=cls.OUTPUT_FOLDER, image_format=MimeType.PNG,
data_collection=DataCollection.SENTINEL2_L1C,
layer='TRUE-COLOR-S2-L1C', resx=resx, resy=resy, bbox=pop_web_bbox,
time=('2017-10-01', '2017-10-02'),
custom_url_params={CustomUrlParam.EVALSCRIPTURL:
'https://raw.githubusercontent.com/sentinel-hub/'
'customScripts/master/sentinel-2/false_color_infrared/'
'script.js'}),
result_len=1, img_min=46, img_max=255, img_mean=231.051154, img_median=255, tile_num=3),
cls.OgcTestCase('customUrlEvalscript,Geometry',
WcsRequest(data_folder=cls.OUTPUT_FOLDER, image_format=MimeType.PNG,
data_collection=DataCollection.SENTINEL2_L1C,
layer='TRUE-COLOR-S2-L1C', resx=resx, resy=resy, bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02'),
custom_url_params={CustomUrlParam.EVALSCRIPT: 'return [B10, B8A, B03]',
CustomUrlParam.GEOMETRY: geometry_wkt_wgs84}),
result_len=1, img_min=0, img_max=152, img_mean=24.5405, img_median=1.0, tile_num=2),
cls.OgcTestCase('FalseLogo,Geometry',
WmsRequest(data_folder=cls.OUTPUT_FOLDER, image_format=MimeType.PNG,
data_collection=DataCollection.SENTINEL2_L1C,
layer='TRUE-COLOR-S2-L1C', width=img_width, height=img_height, bbox=pop_web_bbox,
time=('2017-10-01', '2017-10-02'),
custom_url_params={CustomUrlParam.SHOWLOGO: False,
CustomUrlParam.GEOMETRY: geometry_wkt_pop_web}),
result_len=1, img_min=0, img_max=MimeType.PNG.get_expected_max_value(), img_mean=119.4666,
img_median=123, tile_num=3),
# DataCollection tests:
cls.OgcTestCase('S2 L1C Test',
WmsRequest(data_collection=DataCollection.SENTINEL2_L1C, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF, layer='BANDS-S2-L1C',
width=img_width, height=img_height, bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02')),
result_len=1, img_min=0.0009, img_max=1.0, img_mean=0.2917, img_median=0.2572,
tile_num=2),
cls.OgcTestCase('S2 L2A Test',
WmsRequest(data_collection=DataCollection.SENTINEL2_L2A, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF, layer='BANDS-S2-L2A',
width=img_width, height=img_height, bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02')),
result_len=1, img_min=0.0, img_max=1.6720, img_mean=0.39766, img_median=0.3393, tile_num=2),
cls.OgcTestCase('L8 Test',
WmsRequest(data_collection=DataCollection.LANDSAT8, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF, layer='BANDS-L8',
width=img_width, height=img_height, bbox=wgs84_bbox,
time=('2017-10-05', '2017-10-10'), time_difference=datetime.timedelta(hours=1)),
result_len=1, img_min=0.0011, img_max=285.72681, img_mean=47.80554, img_median=0.53305,
tile_num=2),
cls.OgcTestCase('DEM Test',
WmsRequest(data_collection=DataCollection.DEM, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF, layer='DEM',
width=img_width, height=img_height, bbox=wgs84_bbox),
result_len=1, img_min=-108.0, img_max=1, img_mean=-35.6049, img_median=-8.5),
cls.OgcTestCase('MODIS Test',
WmsRequest(data_collection=DataCollection.MODIS, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF, layer='BANDS-MODIS',
width=img_width, height=img_height, bbox=wgs84_bbox, time='2017-10-01'),
result_len=1, img_min=0.0, img_max=3.2767, img_mean=0.2445, img_median=0.0030, tile_num=1),
cls.OgcTestCase('S1 IW Test',
WmsRequest(data_collection=DataCollection.SENTINEL1_IW, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF, layer='BANDS-S1-IW',
width=img_width, height=img_height, bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-02'),
time_difference=datetime.timedelta(hours=1)),
result_len=1, img_min=0.0, img_max=1.0, img_mean=0.3508, img_median=0.07607, tile_num=2),
cls.OgcTestCase('S1 EW Test',
WmsRequest(data_collection=DataCollection.SENTINEL1_EW, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF, layer='BANDS-S1-EW',
width=img_width, height=img_height, bbox=wgs84_bbox_2,
time=('2018-2-7', '2018-2-8'),
time_difference=datetime.timedelta(hours=1)),
result_len=2, img_min=0.0, img_max=1.0, img_mean=0.24709, img_median=0.00322, tile_num=3),
cls.OgcTestCase('S1 EW SH Test',
WmsRequest(data_collection=DataCollection.SENTINEL1_EW_SH,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF, layer='BANDS-S1-EW-SH',
width=img_width, height=img_height, bbox=wgs84_bbox_3,
time=('2018-2-6', '2018-2-8'),
time_difference=datetime.timedelta(hours=1)),
result_len=1, img_min=0.00697, img_max=1.0, img_mean=0.5071, img_median=0.5276, tile_num=1),
cls.OgcTestCase('S1 EW ASC Test',
WmsRequest(data_collection=DataCollection.SENTINEL1_EW_ASC, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF, layer='BANDS-S1-EW',
width=img_width, height=img_height, bbox=wgs84_bbox_2,
time=('2018-2-7', '2018-2-8'),
time_difference=datetime.timedelta(hours=1)),
result_len=1, img_min=0.0, img_max=1.0, img_mean=0.34803, img_median=0.02383,
tile_num=2),
cls.OgcTestCase('S1 IW DES Test',
WmsRequest(data_collection=DataCollection.SENTINEL1_IW_DES, data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF, layer='BANDS-S1-IW',
width=img_width, height=img_height, bbox=wgs84_bbox,
time=('2017-10-01', '2017-10-05'),
time_difference=datetime.timedelta(hours=1)),
result_len=1, img_min=0.0, img_max=1.0, img_mean=0.3474, img_median=0.04069, tile_num=1),
cls.OgcTestCase('S3 OLCI Test',
WmsRequest(data_collection=DataCollection.SENTINEL3_OLCI,
data_folder=cls.OUTPUT_FOLDER,
image_format=MimeType.TIFF, layer='TRUE-COLOR-S3-OLCI',
width=img_width, height=img_height, bbox=wgs84_bbox_4,
time=('2020-2-5', '2020-2-10'),
time_difference=datetime.timedelta(hours=1)),
result_len=11, img_min=243, img_max=255, img_mean=248.80765, img_median=248.0, tile_num=17),
]
for test_case in cls.test_cases:
test_case.collect_data()