Update sci_lay.py

sci_lay.py

@@ -125,7 +125,7 @@ class SciLay(datasets.GeneratorBasedBuilder):
         dl_paths = dl_manager.download(urls)
         paths = {
             split: [
-                os.path.join(dl_paths[split], split_name, code) for code in self.config.codes
+                os.path.join(dl_paths[split], split_name, journal) for journal in self.config.journal
             ]
             for split, split_name in _SPLIT_NAMES.items()
         }
@@ -139,16 +139,17 @@ class SciLay(datasets.GeneratorBasedBuilder):
 
     def _generate_examples(self, paths=None):
         """Yields examples."""
-        for paths_per_code in paths:
-            for path in paths_per_code:
-                with open(path, "r", encoding="utf-8") as fin:
+        for paths_per_journal in paths:
+            for path in paths_per_journal:
+                with open(path, "r", encoding="unicode") as fin:
                     for row in fin:
                         json_obj = json.loads(row)
                         yield json_obj["publication_number"], {
                             _DOI: json_obj[_DOI],
+                            _PMCID: json_obj[_PMCID],
                             _SUMMARY: json_obj[_SUMMARY],
                             _ABSTRACT: json_obj[_ABSTRACT],
                             _JOURNAL: json_obj[_JOURNAL],
+                            _TOPICS: json_obj[_TOPICS],
                             _KEYWORDS: json_obj[_KEYWORDS]
-                        }
-
+                        }