def test_compute_multi_station_nested(config_dict):
temp = utils.compute_gof(config_dict['config_07'])
# lrmse return 0 for no difference between the series
assert (pytest.approx(temp[0], 0.001) == [0.72450915761])
assert (pytest.approx(temp[1], 0.001) == [0.72542293372])
assert (pytest.approx(temp[2], 0.001) == [-109.64159579])
assert (pytest.approx(temp[3], 0.001) == [-108.70622740])
def test_compute_gof_mo_modify_start(config_02):
# overwrite the start date from the configuration file
temp_config = copy.deepcopy(config_02)
temp_config.evp['start_date'] = '1990-01-11'
temp = utils.compute_gof(temp_config)
assert (pytest.approx(temp[0], 0.001) == [0.7343])
assert (pytest.approx(temp[1], 0.001) == [1.1576])
def test_compute_multi_station_aggregation(config_dict):
# test the aggregation results
temp = utils.compute_gof(config_dict['config_10'])
# lrmse return 0 for no difference between the series
assert (pytest.approx(temp[0], 0.001) == [69.3])
assert (pytest.approx(temp[1], 0.001) == [-15.027036744])
assert (pytest.approx(temp[2], 0.001) == [115.5])
assert (pytest.approx(temp[3], 0.001) == [-14.069738052])
def test_compute_gof(config_01):
# overwrite the start date from the configuration file
config_01.evp['start_date'] = '1990-01-01'
temp = utils.compute_gof(config_01)
assert (temp == [[0.72450915761519752], [1.2196478869306084]])
def test_compute_gof_fail(config_01):
temp = utils.compute_gof(config_01)
assert (temp == [[0.72450915761519752], [1.2196478869306084]])
def test_window_ts_no_overlap(config_03):
config_03.evp['end_date'] = '1990-01-05'
with pytest.raises(SystemExit):
utils.compute_gof(config_03)
def test_compute_no_error_nested(config_04):
temp = utils.compute_gof(config_04)
# lrmse return 0 for no difference between the series
assert (temp[0] == [0.0])
assert (temp[1] == [0.0])
assert (temp[2] == [0.0])
def test_compute_no_error(config_03):
temp = utils.compute_gof(config_03)
# lrmse return 0 for no difference between the series
assert (temp[0] == [0.0, 0.0, 0.0])
assert (np.isnan(temp[1]))
def test_compute_gof_mo(config_02):
temp = utils.compute_gof(config_02)
assert (pytest.approx(temp[0], 0.001) == [0.7245])
assert (pytest.approx(temp[1], 0.001) == [1.2196])
assert (pytest.approx(temp[2], 0.001) == [1.6799])
assert (pytest.approx(temp[3], 0.001) == [13.17])