working data processing

Scifi_TV_Shows.py

@@ -19,6 +19,8 @@ import json
 
 import datasets
 
+import os
+
 _CITATION = '''
 @inproceedings{Ammanabrolu2020AAAI, 
 title={Story Realization: Expanding Plot Events into Sentences}, 
@@ -48,6 +50,7 @@ class Scifi_TV_Shows(datasets.GeneratorBasedBuilder):
     def _info(self):
         features = datasets.Features({
             'story_num': datasets.Value('int16'),
+            'story_line': datasets.Value('int16'),
             'event': datasets.Sequence(datasets.Value('string')), 
             'gen_event': datasets.Sequence(datasets.Value('string')),
             'sent': datasets.Value('string'),
@@ -72,12 +75,11 @@ class Scifi_TV_Shows(datasets.GeneratorBasedBuilder):
     def _split_generators(self, dl_manager):
         my_urls = _URLS[self.config.name]
         data_dir = dl_manager.download_and_extract(my_urls)
-        train_filepath = os.path.join(data_dir, "Test-Train-Val/all-sci-fi-data-train.txt")
-        test_filepath = os.path.join(data_dir, "Test-Train-Val/all-sci-fi-data-test.txt")
-        val_filepath = os.path.join(data_dir, "Test-Train-Val/all-sci-fi-data-val.txt")
-        all_filepath = os.path.join(data_dir, "all-sci-fi-data.txt")
+        train_filepath = os.path.join(data_dir, "scifi-train.txt")
+        test_filepath = os.path.join(data_dir, "scifi-test.txt")
+        val_filepath = os.path.join(data_dir, "scifi-val.txt")
         return[
-                datasets.SplitGenerator(
+               datasets.SplitGenerator(
                     name=datasets.Split.TRAIN,
                     gen_kwargs={
                         'filepath': train_filepath,
@@ -94,41 +96,22 @@ class Scifi_TV_Shows(datasets.GeneratorBasedBuilder):
                     gen_kwargs={
                         'filepath': val_filepath,
                     },
-                ),
-                datasets.SplitGenerator(
-                    name="all",
-                    gen_kwargs={
-                        'filepath': all_filepath,
-                    },
-                ),     
+                ), 
          ]                                                                             
 
-    def _generate_examples(self, filepath, files):
-        for path, f in files:
-            if path == filepath:
-                story_count = 0
-                with open(filepath, encoding="utf-8") as f:
-                    story = []                 
-                    for id_, line in enumerate(f.readlines()):
-                        line = line.strip()
-                        if "%%%%%%" in line:
-                            for l in story:
-                                event, gen_event, sent, gen_sent = l.split("|||")
-                                line = line.replace("%%%%%%%%%%%%%%%%%", "")
-                                entities = line.replace("defaultdict(<type 'list'>, ", "")[:-1]
-                                yield id_, {
-                                'story_num': story_count,
-                                'event': eval(event),
-                                'gen_event': eval(gen_event),
-                                'sent': sent,
-                                'gen_sent': gen_sent,                       
-                                'entities': entities,
-                                }
-                            story = []
-                            story_count+=1
-                        elif "<EOS>" in line:
-                            continue
-                        else:
-                            story.append(line)
+    def _generate_examples(self, filepath):
+        with open(filepath, encoding="utf-8") as f:              
+            for id_, line in enumerate(f.readlines()):
+                line = line.strip()
+                story_num, line_num, event, gen_event, sent, gen_sent, entities = line.split("|||")
+                yield id_, {
+		    'story_num': story_num,
+		    'story_line': line_num,
+		    'event': eval(event),
+		    'gen_event': eval(gen_event),
+		    'sent': sent,
+		    'gen_sent': gen_sent,                       
+		    'entities': entities,
+                }