Remove manager

wikipedia.py

@@ -1027,18 +1027,16 @@ class Wikipedia(datasets.GeneratorBasedBuilder):
 
         result_q = multiprocess.Queue()
         processes = []
+        for filepath in filepaths:
+            def parse_and_clean():
+                content = _extract_content(filepath)
+                for obj in tqdm(content):
+                    result_q.put(_clean_content(obj, language=language))
+                result_q.put(ProcessDone())
 
-        with multiprocess.Manager() as manager:
-            for filepath in filepaths:
-                def parse_and_clean():
-                    content = _extract_content(filepath)
-                    for obj in tqdm(content):
-                        result_q.put(_clean_content(obj, language=language))
-                    result_q.put(ProcessDone())
-
-                p = multiprocess.Process(target=parse_and_clean)
-                p.start()
-                processes.append(p)
+            p = multiprocess.Process(target=parse_and_clean)
+            p.start()
+            processes.append(p)
 
         n = len(filepaths)
         complete = 0
@@ -1055,6 +1053,7 @@ class Wikipedia(datasets.GeneratorBasedBuilder):
         for p in processes:
             p.join()
 
+
 def _parse_and_clean_wikicode(raw_content, parser, language):
     """Strips formatting and unwanted sections from raw page content."""
     wikicode = parser.parse(raw_content)