fix label/text swap

something_something_v2.py

@@ -55,7 +55,8 @@ class SomethingSomethingV2(datasets.GeneratorBasedBuilder):
                     "video": datasets.Value("string"),
                     "text": datasets.Value("string"),
                     "label": datasets.features.ClassLabel(
-                            num_classes=len(SOMETHING_SOMETHING_V2_CLASSES), names=SOMETHING_SOMETHING_V2_CLASSES
+                        num_classes=len(SOMETHING_SOMETHING_V2_CLASSES),
+                        names=SOMETHING_SOMETHING_V2_CLASSES,
                     ),
                     "placeholders": datasets.Sequence(datasets.Value("string")),
                 }
@@ -74,31 +75,39 @@ class SomethingSomethingV2(datasets.GeneratorBasedBuilder):
             "Use command like `cat 20bn-something-something-v2-?? >> 20bn-something-something-v2.tar.gz` "
             "Place the `labels.zip` file and the tar file into a folder '/path/to/data/' and load the dataset using "
             "`load_dataset('something-something-v2', data_dir='/path/to/data')`"
-        )    
-    
+        )
+
     def _split_generators(self, dl_manager):
         data_dir = dl_manager.manual_dir
         labels_path = os.path.join(data_dir, "labels.zip")
         videos_path = os.path.join(data_dir, "20bn-something-something-v2.tar.gz")
         if not os.path.exists(labels_path):
-            raise FileNotFoundError(f"labels.zip doesn't exist in {data_dir}. Please follow manual download instructions.")
+            raise FileNotFoundError(
+                f"labels.zip doesn't exist in {data_dir}. Please follow manual download instructions."
+            )
 
         if not os.path.exists(videos_path):
-            raise FileNotFoundError(f"20bn-something-sokmething-v2.tar.gz doesn't exist in {data_dir}. Please follow manual download instructions.")
-        
+            raise FileNotFoundError(
+                f"20bn-something-sokmething-v2.tar.gz doesn't exist in {data_dir}. Please follow manual download instructions."
+            )
+
         labels_path = dl_manager.extract(labels_path)
         return [
             datasets.SplitGenerator(
                 name=datasets.Split.TRAIN,
                 gen_kwargs={
-                    "annotation_file": os.path.join(labels_path, "labels", "train.json"),
+                    "annotation_file": os.path.join(
+                        labels_path, "labels", "train.json"
+                    ),
                     "video_files": dl_manager.iter_archive(videos_path),
                 },
             ),
             datasets.SplitGenerator(
                 name=datasets.Split.VALIDATION,
                 gen_kwargs={
-                    "annotation_file": os.path.join(labels_path, "labels", "validation.json"),
+                    "annotation_file": os.path.join(
+                        labels_path, "labels", "validation.json"
+                    ),
                     "video_files": dl_manager.iter_archive(videos_path),
                 },
             ),
@@ -107,7 +116,9 @@ class SomethingSomethingV2(datasets.GeneratorBasedBuilder):
                 gen_kwargs={
                     "annotation_file": os.path.join(labels_path, "labels", "test.json"),
                     "video_files": dl_manager.iter_archive(videos_path),
-                    "labels_file": os.path.join(labels_path, "labels", "test-answers.csv"),
+                    "labels_file": os.path.join(
+                        labels_path, "labels", "test-answers.csv"
+                    ),
                 },
             ),
         ]
@@ -126,25 +137,27 @@ class SomethingSomethingV2(datasets.GeneratorBasedBuilder):
             annotations = json.load(fobj)
             for annotation in annotations:
                 if "template" in annotation:
-                    annotation["template"] = annotation["template"].replace("[", "").replace("]", "")
+                    annotation["template"] = (
+                        annotation["template"].replace("[", "").replace("]", "")
+                    )
                 if labels:
                     annotation["template"] = labels[annotation["id"]]
                 data[annotation["id"]] = annotation
 
         idx = 0
-        for path, file in video_files: 
+        for path, file in video_files:
             video_id = os.path.splitext(os.path.split(path)[1])[0]
-            
+
             if video_id not in data:
                 continue
-            
+
             info = data[video_id]
             yield idx, {
                 "video_id": video_id,
                 "video": file,
                 "placeholders": info.get("placeholders", []),
-                "label": info["template"],
-                "text": info["label"] if "label" in info else -1
+                "label": info["label"] if "label" in info else -1,
+                "text": info["template"],
             }
 
             idx += 1