added data tests

tests/unit/similarity/test_similarity_data.py

@@ -1,14 +1,16 @@
 # Copyright (c) Microsoft Corporation. All rights reserved.
 # Licensed under the MIT License.
 
+import numpy as np
+
 from utils_cv.similarity.data import comparative_set_builder
 
 
 def test_comparative_set_builder(testing_databunch):
-    resulting_set = comparative_set_builder(testing_databunch)
-    # first_key, first_value = next(iter(resulting_set.items()))
-
-    assert isinstance(resulting_set, list)
-    assert len(resulting_set) == len(testing_databunch.y)
-    # assert isinstance(first_key, str)
-    # assert isinstance(first_value, list)
+    comparative_sets = comparative_set_builder(testing_databunch, num_sets = 20, num_negatives=50)
+    assert isinstance(comparative_sets, list)
+    assert len(comparative_sets) == 20
+    for cs in comparative_sets:
+        assert len(cs.neg_im_paths) == 50
+        neg_and_pos_label_identical = np.where(np.array(cs.neg_labels) == cs.pos_label)[0]
+        assert len(neg_and_pos_label_identical)==0, "Negative contains at least one image with same label as the positive"