def test_get_high_res_images(self):
provider = AerosolsProvider(CubeConfig(grid_width=4320,
grid_height=2160,
spatial_res=1 / 12,
end_time=datetime(2003, 1, 1)),
dir=SOURCE_DIR)
provider.prepare()
images = provider.compute_variable_images(datetime(2002, 7, 27),
datetime(2002, 8, 4))
self.assertIsNotNone(images)
self.assertTrue('aerosol_optical_thickness_1610' in images)
image = images['aerosol_optical_thickness_1610']
self.assertEqual((2160, 4320), image.shape)
self.assertTrue('aerosol_optical_thickness_550' in images)
image = images['aerosol_optical_thickness_550']
self.assertEqual((2160, 4320), image.shape)
self.assertTrue('aerosol_optical_thickness_555' in images)
image = images['aerosol_optical_thickness_555']
self.assertEqual((2160, 4320), image.shape)
self.assertTrue('aerosol_optical_thickness_659' in images)
image = images['aerosol_optical_thickness_659']
self.assertEqual((2160, 4320), image.shape)
self.assertTrue('aerosol_optical_thickness_865' in images)
image = images['aerosol_optical_thickness_865']
self.assertEqual((2160, 4320), image.shape)
def test_temporal_coverage(self):
provider = AerosolsProvider(CubeConfig(end_time=datetime(2003, 1, 1)),
dir=SOURCE_DIR)
provider.prepare()
self.assertEqual(
(datetime(2002, 7, 24, 0, 0), datetime(2003, 1, 2, 0, 0)),
provider.temporal_coverage)
def test_get_images(self):
provider = AerosolsProvider(CubeConfig(end_time=datetime(2003, 1, 1)),
dir=SOURCE_DIR)
provider.prepare()
images = provider.compute_variable_images(datetime(2002, 7, 27),
datetime(2002, 8, 4))
self.assertIsNotNone(images)
self.assertTrue('aerosol_optical_thickness_1610' in images)
image = images['aerosol_optical_thickness_1610']
self.assertEqual((720, 1440), image.shape)
self.assertTrue('aerosol_optical_thickness_550' in images)
image = images['aerosol_optical_thickness_550']
self.assertEqual((720, 1440), image.shape)
self.assertTrue('aerosol_optical_thickness_555' in images)
image = images['aerosol_optical_thickness_555']
self.assertEqual((720, 1440), image.shape)
self.assertTrue('aerosol_optical_thickness_659' in images)
image = images['aerosol_optical_thickness_659']
self.assertEqual((720, 1440), image.shape)
self.assertTrue('aerosol_optical_thickness_865' in images)
image = images['aerosol_optical_thickness_865']
self.assertEqual((720, 1440), image.shape)
def test_source_time_ranges(self):
provider = AerosolsProvider(CubeConfig(end_time=datetime(2003, 1, 1)),
dir=SOURCE_DIR)
provider.prepare()
source_time_ranges = provider.source_time_ranges
self.assertEqual(97, len(source_time_ranges))
self.assert_source_time_ranges(
source_time_ranges[0], datetime(2002, 7, 24, 0, 0),
datetime(2002, 7, 25, 0, 0),
self.get_source_dir_list(SOURCE_DIR) + [
'2002',
'20020724-ESACCI-L3C_AEROSOL-AOD-AATSR_ENVISAT-SU_DAILY-fv4.1.nc'
], 0)
self.assert_source_time_ranges(
source_time_ranges[6], datetime(2002, 8, 6, 0, 0),
datetime(2002, 8, 7, 0, 0),
self.get_source_dir_list(SOURCE_DIR) + [
'2002',
'20020806-ESACCI-L3C_AEROSOL-AOD-AATSR_ENVISAT-SU_DAILY-fv4.1.nc'
], 0)
self.assert_source_time_ranges(
source_time_ranges[96], datetime(2003, 1, 1, 0, 0),
datetime(2003, 1, 2, 0, 0),
self.get_source_dir_list(SOURCE_DIR) + [
'2003',
'20030101-ESACCI-L3C_AEROSOL-AOD-AATSR_ENVISAT-SU_DAILY-fv4.1.nc'
], 0)
def test_get_high_res_images(self):
provider = AerosolsProvider(CubeConfig(grid_width=4320, grid_height=2160, spatial_res=1 / 12,
end_time=datetime(2003, 1, 1)), dir=SOURCE_DIR)
provider.prepare()
images = provider.compute_variable_images(datetime(2002, 7, 27), datetime(2002, 8, 4))
self.assertIsNotNone(images)
self.assertTrue('aerosol_optical_thickness_1610' in images)
image = images['aerosol_optical_thickness_1610']
self.assertEqual((2160, 4320), image.shape)
self.assertTrue('aerosol_optical_thickness_550' in images)
image = images['aerosol_optical_thickness_550']
self.assertEqual((2160, 4320), image.shape)
self.assertTrue('aerosol_optical_thickness_555' in images)
image = images['aerosol_optical_thickness_555']
self.assertEqual((2160, 4320), image.shape)
self.assertTrue('aerosol_optical_thickness_659' in images)
image = images['aerosol_optical_thickness_659']
self.assertEqual((2160, 4320), image.shape)
self.assertTrue('aerosol_optical_thickness_865' in images)
image = images['aerosol_optical_thickness_865']
self.assertEqual((2160, 4320), image.shape)
def test_get_images(self):
provider = AerosolsProvider(CubeConfig(end_time=datetime(2003, 1, 1)), dir=SOURCE_DIR)
provider.prepare()
images = provider.compute_variable_images(datetime(2002, 7, 27), datetime(2002, 8, 4))
self.assertIsNotNone(images)
self.assertTrue('aerosol_optical_thickness_1610' in images)
image = images['aerosol_optical_thickness_1610']
self.assertEqual((720, 1440), image.shape)
self.assertTrue('aerosol_optical_thickness_550' in images)
image = images['aerosol_optical_thickness_550']
self.assertEqual((720, 1440), image.shape)
self.assertTrue('aerosol_optical_thickness_555' in images)
image = images['aerosol_optical_thickness_555']
self.assertEqual((720, 1440), image.shape)
self.assertTrue('aerosol_optical_thickness_659' in images)
image = images['aerosol_optical_thickness_659']
self.assertEqual((720, 1440), image.shape)
self.assertTrue('aerosol_optical_thickness_865' in images)
image = images['aerosol_optical_thickness_865']
self.assertEqual((720, 1440), image.shape)
def test_source_time_ranges(self):
provider = AerosolsProvider(CubeConfig(end_time=datetime(2003, 1, 1)), dir=SOURCE_DIR)
provider.prepare()
source_time_ranges = provider.source_time_ranges
self.assertEqual(97, len(source_time_ranges))
self.assert_source_time_ranges(source_time_ranges[0],
datetime(2002, 7, 24, 0, 0),
datetime(2002, 7, 25, 0, 0),
self.get_source_dir_list(SOURCE_DIR) +
['2002', '20020724-ESACCI-L3C_AEROSOL-AOD-AATSR_ENVISAT-SU_DAILY-fv4.1.nc'],
0)
self.assert_source_time_ranges(source_time_ranges[6],
datetime(2002, 8, 6, 0, 0),
datetime(2002, 8, 7, 0, 0),
self.get_source_dir_list(SOURCE_DIR) +
['2002', '20020806-ESACCI-L3C_AEROSOL-AOD-AATSR_ENVISAT-SU_DAILY-fv4.1.nc'],
0)
self.assert_source_time_ranges(source_time_ranges[96],
datetime(2003, 1, 1, 0, 0),
datetime(2003, 1, 2, 0, 0),
self.get_source_dir_list(SOURCE_DIR) +
['2003', '20030101-ESACCI-L3C_AEROSOL-AOD-AATSR_ENVISAT-SU_DAILY-fv4.1.nc'],
0)
def test_temporal_coverage(self):
provider = AerosolsProvider(CubeConfig(end_time=datetime(2003, 1, 1)), dir=SOURCE_DIR)
provider.prepare()
self.assertEqual((datetime(2002, 7, 24, 0, 0), datetime(2003, 1, 2, 0, 0)),
provider.temporal_coverage)
