def test_adapters_with_ascat():
ascat_data_folder = os.path.join(
os.path.dirname(__file__),
"..",
"test-data",
"sat",
"ascat",
"netcdf",
"55R22",
)
ascat_grid_folder = os.path.join(
os.path.dirname(__file__),
"..",
"test-data",
"sat",
"ascat",
"netcdf",
"grid",
)
grid_fname = os.path.join(ascat_grid_folder, "TUW_WARP5_grid_info_2_1.nc")
ascat_reader = AscatGriddedNcTs(
ascat_data_folder,
"TUW_METOP_ASCAT_WARP55R22_{:04d}",
grid_filename=grid_fname,
)
ascat_anom = AnomalyAdapter(ascat_reader, window_size=35, columns=["sm"])
data = ascat_anom.read_ts(12.891455, 45.923004)
assert data is not None
assert np.any(data["sm"].values != 0)
data = ascat_anom.read(12.891455, 45.923004)
assert data is not None
assert np.any(data["sm"].values != 0)
ascat_self = SelfMaskingAdapter(ascat_reader, ">", 0, "sm")
data2 = ascat_self.read_ts(12.891455, 45.923004)
assert data2 is not None
assert np.all(data2["sm"].values > 0)
data2 = ascat_self.read(12.891455, 45.923004)
assert data2 is not None
assert np.all(data2["sm"].values > 0)
ascat_mask = MaskingAdapter(ascat_reader, ">", 0, "sm")
data3 = ascat_mask.read_ts(12.891455, 45.923004)
assert data3 is not None
assert np.any(data3["sm"].values)
data3 = ascat_mask.read(12.891455, 45.923004)
assert data3 is not None
assert np.any(data3["sm"].values)
ascat_clim = AnomalyClimAdapter(ascat_reader, columns=["sm"])
data4 = ascat_clim.read_ts(12.891455, 45.923004)
assert data4 is not None
assert np.any(data["sm"].values != 0)
data4 = ascat_clim.read(12.891455, 45.923004)
assert data4 is not None
assert np.any(data["sm"].values != 0)
def test_anomaly_adapter():
ds = TestDataset('', n=20)
ds_anom = AnomalyAdapter(ds)
data_anom = ds_anom.read_ts()
data_anom2 = ds_anom.read()
nptest.assert_almost_equal(data_anom['x'].values[0], -8.5)
nptest.assert_almost_equal(data_anom['y'].values[0], -4.25)
nptest.assert_almost_equal(data_anom2['x'].values[0], -8.5)
nptest.assert_almost_equal(data_anom2['y'].values[0], -4.25)
def test_anomaly_adapter():
ds = TestDataset('', n=20)
ds_anom = AnomalyAdapter(ds)
data_anom = ds_anom.read_ts()
data_anom2 = ds_anom.read()
nptest.assert_almost_equal(data_anom['x'].values[0], -8.5)
nptest.assert_almost_equal(data_anom['y'].values[0], -4.25)
nptest.assert_almost_equal(data_anom2['x'].values[0], -8.5)
nptest.assert_almost_equal(data_anom2['y'].values[0], -4.25)
def test_timezone_removal():
tz_reader = TestTimezoneReader()
reader_anom = AnomalyAdapter(tz_reader, window_size=35, columns=["data"])
assert reader_anom.read_ts(0) is not None
reader_self = SelfMaskingAdapter(tz_reader, ">", 0, "data")
assert reader_self.read_ts(0) is not None
reader_mask = MaskingAdapter(tz_reader, ">", 0, "data")
assert reader_mask.read_ts(0) is not None
reader_clim = AnomalyClimAdapter(tz_reader, columns=["data"])
assert reader_clim.read_ts(0) is not None
def test_adapters_with_ascat():
ascat_data_folder = os.path.join(os.path.dirname(__file__), '..',
'test-data', 'sat', 'ascat', 'netcdf',
'55R22')
ascat_grid_folder = os.path.join(os.path.dirname(__file__), '..',
'test-data', 'sat', 'ascat', 'netcdf',
'grid')
ascat_reader = AscatSsmCdr(ascat_data_folder,
ascat_grid_folder,
grid_filename='TUW_WARP5_grid_info_2_1.nc')
ascat_anom = AnomalyAdapter(ascat_reader, window_size=35, columns=['sm'])
data = ascat_anom.read_ts(12.891455, 45.923004)
assert data is not None
assert np.any(data['sm'].values != 0)
data = ascat_anom.read(12.891455, 45.923004)
assert data is not None
assert np.any(data['sm'].values != 0)
ascat_self = SelfMaskingAdapter(ascat_reader, '>', 0, 'sm')
data2 = ascat_self.read_ts(12.891455, 45.923004)
assert data2 is not None
assert np.all(data2['sm'].values > 0)
data2 = ascat_self.read(12.891455, 45.923004)
assert data2 is not None
assert np.all(data2['sm'].values > 0)
ascat_mask = MaskingAdapter(ascat_reader, '>', 0, 'sm')
data3 = ascat_mask.read_ts(12.891455, 45.923004)
assert data3 is not None
assert np.any(data3['sm'].values)
data3 = ascat_mask.read(12.891455, 45.923004)
assert data3 is not None
assert np.any(data3['sm'].values)
ascat_clim = AnomalyClimAdapter(ascat_reader, columns=['sm'])
data4 = ascat_clim.read_ts(12.891455, 45.923004)
assert data4 is not None
assert np.any(data['sm'].values != 0)
data4 = ascat_clim.read(12.891455, 45.923004)
assert data4 is not None
assert np.any(data['sm'].values != 0)
def test_anomaly_adapter_one_column():
ds = TestDataset('', n=20)
ds_anom = AnomalyAdapter(ds, columns=['x'])
data_anom = ds_anom.read_ts()
nptest.assert_almost_equal(data_anom['x'].values[0], -8.5)
nptest.assert_almost_equal(data_anom['y'].values[0], 0)
def test_anomaly_adapter_one_column():
ds = TestDataset('', n=20)
ds_anom = AnomalyAdapter(ds, columns=['x'])
data_anom = ds_anom.read_ts()
nptest.assert_almost_equal(data_anom['x'].values[0], -8.5)
nptest.assert_almost_equal(data_anom['y'].values[0], 0)