Update winogavil.py

winogavil.py

@@ -57,12 +57,12 @@ class Winogavil(datasets.GeneratorBasedBuilder):
     def _info(self):
         features = datasets.Features(
             {
-                "candidates": [datasets.Value("string")],
-                # "candidates_images": [datasets.Value("string")], 
-                "candidates_images": [datasets.Image()],
                 "cue": datasets.Value("string"),
-                "associations": [datasets.Value("string")],
+                "candidate_images": [datasets.Image()],
+                "association_images": [datasets.Image()],
                 'score_fool_the_ai': datasets.Value("float64"),
+                "candidates": [datasets.Value("string")],
+                "associations": [datasets.Value("string")],
                 'num_associations': datasets.Value("int64"),
                 'num_candidates': datasets.Value("int64"),
                 'solvers_jaccard_mean': datasets.Value("float64"),
@@ -108,13 +108,19 @@ class Winogavil(datasets.GeneratorBasedBuilder):
         # columns_to_serialize = ['candidates', 'associations']
         # for c in columns_to_serialize:
         #   df[c] = df[c].apply(json.loads)
+        d_keys = ['cue', 'candidate_images', 'association_images', 'score_fool_the_ai', 'candidates', 'associations', 'num_candidates', 'num_associations', 'solvers_jaccard_mean', 'solvers_jaccard_std', 'ID']
+
 
         for r_idx, r in df.iterrows():
             r_dict = r.to_dict()
             r_dict['candidates'] = json.loads(r_dict['candidates'])
             candidates_images = [os.path.join(images_dir, "winogavil_images", f"{x}.{self.IMAGE_EXTENSION}") for x in
                                  r_dict['candidates']]
-            r_dict['candidates_images'] = candidates_images
+            r_dict['candidate_images'] = candidates_images
             r_dict['associations'] = json.loads(r_dict['associations'])
+            association_images = [os.path.join(images_dir, "winogavil_images", f"{x}.{self.IMAGE_EXTENSION}") for x in
+                                 r_dict['associations']]
+            r_dict['association_images'] = association_images
+            relevant_r_dict = {k:v for k,v in r_dict.items() if k in d_keys}
             key = r['ID']
-            yield key, r_dict
+            yield key, relevant_r_dict