def test_temporal_coverage(self): provider = AirTemperatureProvider( CubeConfig(end_time=datetime(2001, 12, 31, 23, 0)), dir=SOURCE_DIR) provider.prepare() self.assertEqual( (datetime(2001, 1, 1, 0, 0), datetime(2002, 1, 1, 0, 0)), provider.temporal_coverage)
def test_get_high_res_images(self): provider = AirTemperatureProvider(CubeConfig(grid_width=4320, grid_height=2160, spatial_res=1 / 12, end_time=datetime(2001, 6, 1, 0, 0)), dir=SOURCE_DIR) provider.prepare() images = provider.compute_variable_images(datetime(2001, 1, 1), datetime(2001, 1, 9)) self.assertIsNotNone(images) self.assertTrue('air_temperature_2m' in images) image = images['air_temperature_2m'] self.assertEqual((2160, 4320), image.shape)
def test_get_images(self): provider = AirTemperatureProvider(CubeConfig(end_time=datetime(2001, 6, 1, 0, 0)), dir=SOURCE_DIR, resampling_order="space_first") provider.prepare() images = provider.compute_variable_images(datetime(2001, 1, 1), datetime(2001, 1, 9)) self.assertIsNotNone(images) self.assertTrue('air_temperature_2m' in images) image = images['air_temperature_2m'] self.assertEqual((720, 1440), image.shape)
def test_get_images(self): provider = AirTemperatureProvider( CubeConfig(end_time=datetime(2001, 6, 1, 0, 0)), dir=SOURCE_DIR, resampling_order="space_first") provider.prepare() images = provider.compute_variable_images(datetime(2001, 1, 1), datetime(2001, 1, 9)) self.assertIsNotNone(images) self.assertTrue('air_temperature_2m' in images) image = images['air_temperature_2m'] self.assertEqual((720, 1440), image.shape)
def test_get_high_res_images(self): provider = AirTemperatureProvider(CubeConfig(grid_width=4320, grid_height=2160, spatial_res=1 / 12, end_time=datetime( 2001, 6, 1, 0, 0)), dir=SOURCE_DIR) provider.prepare() images = provider.compute_variable_images(datetime(2001, 1, 1), datetime(2001, 1, 9)) self.assertIsNotNone(images) self.assertTrue('air_temperature_2m' in images) image = images['air_temperature_2m'] self.assertEqual((2160, 4320), image.shape)
def test_source_time_ranges(self): provider = AirTemperatureProvider( CubeConfig(end_time=datetime(2001, 12, 31, 23, 0)), dir=SOURCE_DIR) provider.prepare() source_time_ranges = provider.source_time_ranges self.assertEqual(730, len(source_time_ranges)) self.assert_source_time_ranges( source_time_ranges[0], datetime(2001, 1, 1, 0, 0), datetime(2001, 1, 1, 12, 0), self.get_source_dir_list(SOURCE_DIR) + ['t2m_2001_01.nc'], 0) self.assert_source_time_ranges( source_time_ranges[6], datetime(2001, 1, 4, 0, 0), datetime(2001, 1, 4, 12, 0), self.get_source_dir_list(SOURCE_DIR) + ['t2m_2001_01.nc'], 6) self.assert_source_time_ranges( source_time_ranges[729], datetime(2001, 12, 31, 12, 0), datetime(2002, 1, 1, 0, 0), self.get_source_dir_list(SOURCE_DIR) + ['t2m_2001_12.nc'], 61)
def test_source_time_ranges(self): provider = AirTemperatureProvider(CubeConfig(end_time=datetime(2001, 12, 31, 23, 0)), dir=SOURCE_DIR) provider.prepare() source_time_ranges = provider.source_time_ranges self.assertEqual(730, len(source_time_ranges)) self.assert_source_time_ranges(source_time_ranges[0], datetime(2001, 1, 1, 0, 0), datetime(2001, 1, 1, 12, 0), self.get_source_dir_list(SOURCE_DIR) + ['t2m_2001_01.nc'], 0) self.assert_source_time_ranges(source_time_ranges[6], datetime(2001, 1, 4, 0, 0), datetime(2001, 1, 4, 12, 0), self.get_source_dir_list(SOURCE_DIR) + ['t2m_2001_01.nc'], 6) self.assert_source_time_ranges(source_time_ranges[729], datetime(2001, 12, 31, 12, 0), datetime(2002, 1, 1, 0, 0), self.get_source_dir_list(SOURCE_DIR) + ['t2m_2001_12.nc'], 61)
def test_temporal_coverage(self): provider = AirTemperatureProvider(CubeConfig(end_time=datetime(2001, 12, 31, 23, 0)), dir=SOURCE_DIR) provider.prepare() self.assertEqual((datetime(2001, 1, 1, 0, 0), datetime(2002, 1, 1, 0, 0)), provider.temporal_coverage)