Upload CAPMIT1003.py

CAPMIT1003.py

@@ -116,15 +116,12 @@ class CapMIT1003(datasets.GeneratorBasedBuilder):
             features=datasets.Features(
                 {
                     "obs_uid": datasets.Value("string"),
-                    # "usr_uid": datasets.Value("string"),
-                    # "start_time": datasets.Value("timestamp"),
+                    "usr_uid": datasets.Value("string"),
                     "caption": datasets.Value("string"),
-                    # "img_uid": datasets.Value("string"),
-                    # "img_path": datasets.Value("string"),
                     "image": datasets.Image(),
-                    #"click_id": datasets.Value("int32"),
+                    "start_time": datasets.Value("timestamp[s]"),
                     "clicks_path": datasets.Sequence(datasets.Sequence(datasets.Value("int32"), length=2)),
-                    # "click_time": datasets.Value("timestamp")
+                    "clicks_time": datasets.Sequence(datasets.Value("timestamp[s]"))
                 }
             ),
             # No default supervised_keys (as we have to pass both question
@@ -148,19 +145,18 @@ class CapMIT1003(datasets.GeneratorBasedBuilder):
         with CapMIT1003DB(os.path.join(capmit1003_db_path[0]), os.path.join(mit1003_path[0], "ALLSTIMULI")) as db:
             image_captions = db.get_captions()
             for pair in image_captions.itertuples(index=False):
-                caption = pair.caption
                 obs_uid = pair.obs_uid
                 click_path = db.get_click_path(obs_uid)
                 xy_coordinates = click_path[['x', 'y']].values
-                #click_times = click_path["click_time"].values
-                # usr_uid = pair["usr_uid"].values
+                clicks_time = click_path["time"].values
                 example = {
                     "obs_uid": obs_uid,
-                    # "usr_uid": usr_uid,
+                    "usr_uid": pair.usr_uid,
                     "image": pair.img_path,
-                    "caption": caption,
+                    "caption": pair.caption,
+                    "start_time": pair.start_time,
                     "clicks_path": xy_coordinates,
-                    # "click_times": click_times
+                    "clicks_time": clicks_time
                 }
 
                 yield obs_uid, example