Update Scifi_TV_Shows.py

Scifi_TV_Shows.py

@@ -55,12 +55,12 @@ class ScifiTV(datasets.GeneratorBasedBuilder):
 
     def _info(self):
         features = datasets.Features({
-            'event': datasets.Value('list'), 
-            'gen_event': datasets.Value('list'),
+            'event': datasets.Value('string'), 
+            'gen_event': datasets.Value('string'),
             'sent': datasets.Value('string'),
             'gen_sent': datasets.Value('string'),
-            'story_num': datasets.Value('int'),
-            'entities': datasets.Value('dict')
+            'story_num': datasets.Value('int16'),
+            'entities': datasets.Value('string')
         })
 
         return datasets.DatasetInfo(
@@ -79,18 +79,29 @@ class ScifiTV(datasets.GeneratorBasedBuilder):
 
     def _split_generators(self, dl_manager):
         downloaded_files = dl_manager.download(_URLS)
-        splits = []
-        for datatype in _URLS.keys():            
-                splits.append(
+        return[
                 datasets.SplitGenerator(
-                    name=datatype,
+                    name=datasets.Split.TRAIN,
                     gen_kwargs={
-                        'filepath': downloaded_files[datatype],
-                        "files": dl_manager.iter_archive(archive),
+                        'filepath': downloaded_files['train'],
+                        "split": "train",
                     },
-                )
-                )                                                                              
-        return splits
+                ),
+                datasets.SplitGenerator(
+                    name=datasets.Split.TEST,
+                    gen_kwargs={
+                        'filepath': downloaded_files['test'],
+                        "split": "test",
+                    },
+                ),
+                datasets.SplitGenerator(
+                    name=datasets.Split.VALIDATION,
+                    gen_kwargs={
+                        'filepath': downloaded_files['val'],
+                        "split": "val",
+                    },
+                ),        
+         ]                                                                             
 
     def _generate_examples(self, filepath):
         story_count = 0
@@ -102,11 +113,10 @@ class ScifiTV(datasets.GeneratorBasedBuilder):
                     for l in story:
                         event, gen_event, sent, gen_sent = l.split("|||")
                         line = line.replace("%%%%%%%%%%%%%%%%%", "")
-                        line = line.replace("defaultdict(<type 'list'>, ", "")[:-1]
-                        entities = eval(line)
+                        entities = line.replace("defaultdict(<type 'list'>, ", "")[:-1]
                         yield id_, {
-                        'event': eval(event),
-                        'gen_event': eval(gen_event),
+                        'event': event,
+                        'gen_event': gen_event,
                         'sent': sent,
                         'gen_sent': gen_sent,
                         'story_num': story_count,