def test_detect_outliers_with_subsets(self):
detect_outliers(self.table_chard_fp,
self.md_chard_fp,
random_state=123,
n_jobs=1,
contamination=0.05,
subset_column='Vineyard',
subset_value=1)
def test_detect_outliers_raise_error_on_missing_subset_data(self):
with self.assertRaisesRegex(ValueError, "must both be provided"):
detect_outliers(self.table_chard_fp, self.md_chard_fp,
random_state=123, n_jobs=1, contamination=0.05,
subset_column='Vineyard', subset_value=None)
with self.assertRaisesRegex(ValueError, "must both be provided"):
detect_outliers(self.table_chard_fp, self.md_chard_fp,
random_state=123, n_jobs=1, contamination=0.05,
subset_column=None, subset_value=1)
def test_detect_outliers(self):
detect_outliers(self.table_chard_fp, self.md_chard_fp,
n_jobs=1, contamination=0.05)
