[pre-commit.ci] auto fixes from pre-commit.com hooks

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misinformation/test/test_multimodal_search.py

@@ -370,7 +370,8 @@ sorted_clip_vitl14_336 = [
     [6, 5, 4, 10, 2, 3, 0, 1, 11, 7, 9, 8],
 ]
 
-itm_scores_for_blib_base = [0.09277121722698212,
+itm_scores_for_blib_base = [
+    0.09277121722698212,
     0.020782141014933586,
     0.020832309499382973,
     0.004225197248160839,
@@ -381,7 +382,8 @@ itm_scores_for_blib_base = [0.09277121722698212,
     1.9936736862291582e-05,
     4.0083985368255526e-05,
     0.0006117734010331333,
- 4.1486648115096614e-05]
+    4.1486648115096614e-05,
+]
 
 
 @pytest.mark.parametrize(
@@ -627,9 +629,12 @@ def test_parsing_images(
     del model, vis_processor, txt_processor
     cuda.empty_cache()
 
-    if (pre_model == "blip"):
+    if pre_model == "blip":
         for itm_model in ["blip_base", "blip_large", "blip2_coco"]:
-            itm_scores, image_gradcam_with_itm = ms.MultimodalSearch.image_text_match_reordering(
+            (
+                itm_scores,
+                image_gradcam_with_itm,
+            ) = ms.MultimodalSearch.image_text_match_reordering(
                 testdict,
                 search_query2,
                 itm_model,
@@ -638,15 +643,12 @@ def test_parsing_images(
                 batch_size=1,
                 need_grad_cam=True,
             )
-            for i,itm in zip(range(len(itm_scores_for_blib_base)), itm_scores_for_blib_base):
+            for i, itm in zip(
+                range(len(itm_scores_for_blib_base)), itm_scores_for_blib_base
+            ):
                 assert (
-                    math.isclose(itm_scores[0].tolist()[i], itm, rel_tol = 100*related_error) is True
+                    math.isclose(
+                        itm_scores[0].tolist()[i], itm, rel_tol=100 * related_error
+                    )
+                    is True
                 )
-            
-
-            
-
-
-
-
-