def test_colocator_read_ungridded():
col = Colocator(raise_exceptions=True)
obs_id = 'AeronetSunV3L2Subset.daily'
obs_var = 'od550aer'
col.obs_filters = {'longitude': [-30, 30]}
col.obs_id = obs_id
col.read_opts_ungridded = {'last_file': 10}
data = col.read_ungridded(obs_var)
assert isinstance(data, UngriddedData)
col.read_opts_ungridded = None
col.obs_vars = ['od550aer']
with does_not_raise_exception():
data = col.read_ungridded()
col.obs_vars = ['invalid']
with pytest.raises(DataCoverageError):
data = col.read_ungridded()
def test_colocator_with_obs_data_dir_gridded():
col = Colocator(save_coldata=False)
col.model_id = 'TM5-met2010_CTRL-TEST'
col.obs_id = 'TM5-met2010_CTRL-TEST'
col.obs_vars = 'od550aer'
col.ts_type = 'monthly'
col.apply_time_resampling_constraints = False
obs_dir = 'modeldata/TM5-met2010_CTRL-TEST/renamed'
col.obs_data_dir = str(tda.testdatadir.joinpath(obs_dir))
data = col._run_gridded_gridded()
assert len(data) == 1
cd = data['od550aer']
assert isinstance(cd, ColocatedData)
assert cd.ts_type == 'monthly'
assert str(cd.start) == '2010-01-15T00:00:00.000000000'
assert str(cd.stop) == '2010-12-15T00:00:00.000000000'
def test_colocator_with_obs_data_dir_ungridded():
col = Colocator(save_coldata=False)
col.model_id = 'TM5-met2010_CTRL-TEST'
col.obs_id = 'AeronetSunV3L2Subset.daily'
col.obs_vars = 'od550aer'
col.ts_type = 'monthly'
col.apply_time_resampling_constraints = False
aeronet_loc = tda.ADD_PATHS['AeronetSunV3L2Subset.daily']
col.obs_data_dir = tda.testdatadir.joinpath(aeronet_loc)
data = col._run_gridded_ungridded()
assert len(data) == 1
cd = data['od550aer']
assert isinstance(cd, ColocatedData)
assert cd.ts_type == 'monthly'
assert str(cd.start) == '2010-01-15T00:00:00.000000000'
assert str(cd.stop) == '2010-12-15T00:00:00.000000000'