def test_measure_filter(dataset_api, input_dataset, test_data):
process_results = handle_selection_ids(
dataset_api=dataset_api,
dataset=input_dataset,
data_filter={"filters": [["DSCR3", ">", 2]]})
ids_summary = process_results["ids"]
matched_data = test_data[test_data[:, "DSCR3"].X > 2]
assert len(np.intersect1d(ids_summary,
matched_data.obs.index)) == matched_data.shape[0]
def test_dimension_filter(dataset_api, input_dataset, test_data):
process_results = handle_selection_ids(
dataset_api=dataset_api,
dataset=input_dataset,
data_filter={"filters": [["obs/louvain", "in", ["1", "5"]]]},
)
ids_summary = process_results["ids"]
matched_data = test_data[test_data.obs["louvain"].isin(["5", "1"])]
assert (len(np.intersect1d(
ids_summary,
matched_data.obs.index)) == matched_data.shape[0]), "{}, {}".format(
len(ids_summary), matched_data.shape[0])