Update Scifi_TV_Shows.py

Scifi_TV_Shows.py

@@ -35,32 +35,32 @@ _DESCRIPTION = 'Loading script for the science fiction TV show plot dataset.'
 
 URL = 'https://huggingface.co/datasets/lara-martin/Scifi_TV_Shows/blob/main/'
 _URLS = {
-'test':'Test-Train-Val/all-sci-fi-data-test.txt',
-'train':'Test-Train-Val/all-sci-fi-data-train.txt',
-'val':'Test-Train-Val/all-sci-fi-data-val.txt',
-'all':'all-sci-fi-data.txt',
+'test':URL+'Test-Train-Val/all-sci-fi-data-test.txt',
+'train':URL+'Test-Train-Val/all-sci-fi-data-train.txt',
+'val':URL+'Test-Train-Val/all-sci-fi-data-val.txt',
+'all':URL+'all-sci-fi-data.txt',
 }
 
 _INPUT_OUTPUT = ["all-sci-fi-data-test_input.txt", "all-sci-fi-data-test_output.txt", "all-sci-fi-data-train_input.txt", "all-sci-fi-data-train_output.txt", "all-sci-fi-data-val_input.txt", "all-sci-fi-data-val_output.txt"]
 
 
-class ScifiTV(datasets.GeneratorBasedBuilder):
+class Scifi_TV_Shows(datasets.GeneratorBasedBuilder):
     BUILDER_CONFIGS = [
         datasets.BuilderConfig(
             version=datasets.Version('1.1.0'),
-            name=k, 
-            description=f'Science fiction TV show plot summaries.'
-        ) for k in _URLS.keys()
+            name="Scifi_TV_Shows", 
+            description=f'Science fiction TV show plot summaries.',
+        )
     ]
 
     def _info(self):
         features = datasets.Features({
-            'event': datasets.Value('string'), 
-            'gen_event': datasets.Value('string'),
-            'sent': datasets.Value('string'),
-            'gen_sent': datasets.Value('string'),
             'story_num': datasets.Value('int16'),
-            'entities': datasets.Value('string')
+            'event': datasets.Sequence(datasets.Value('string')), 
+            'gen_event': datasets.Sequence(datasets.Value('string')),
+            'sent': datasets.Value('string'),
+            'gen_sent': datasets.Value('string'),            
+            'entities': datasets.Value('string'),
         })
 
         return datasets.DatasetInfo(
@@ -100,7 +100,14 @@ class ScifiTV(datasets.GeneratorBasedBuilder):
                         'filepath': downloaded_files['val'],
                         "split": "val",
                     },
-                ),        
+                ),
+                datasets.SplitGenerator(
+                    name="all",
+                    gen_kwargs={
+                        'filepath': downloaded_files['all'],
+                        "split": "all",
+                    },
+                ),     
          ]                                                                             
 
     def _generate_examples(self, filepath):
@@ -115,15 +122,15 @@ class ScifiTV(datasets.GeneratorBasedBuilder):
                         line = line.replace("%%%%%%%%%%%%%%%%%", "")
                         entities = line.replace("defaultdict(<type 'list'>, ", "")[:-1]
                         yield id_, {
-                        'event': event,
-                        'gen_event': gen_event,
-                        'sent': sent,
-                        'gen_sent': gen_sent,
                         'story_num': story_count,
+                        'event': eval(event),
+                        'gen_event': eval(gen_event),
+                        'sent': sent,
+                        'gen_sent': gen_sent,                       
                         'entities': entities,
                         }
-                     story = []
-                     story_count+=1
+                    story = []
+                    story_count+=1
                 elif "<EOS>" in line:
                     continue
                 else: