Update inspec.py

inspec.py

@@ -1,5 +1,4 @@
-import json
-
+import jsonlines
 import datasets
 
 # _SPLIT = ['train', 'test', 'valid']
@@ -121,9 +120,34 @@ class Inspec(datasets.GeneratorBasedBuilder):
 
     # method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
     def _generate_examples(self, filepath, split):
-        with open(filepath, encoding="utf-8") as f:
-            for key, row in enumerate(f):
-                data = json.loads(row)
+        # with open(filepath, encoding="utf-8") as f:
+        #     for key, row in enumerate(f):
+        #         data = json.loads(row)
+        #         if self.config.name == "extraction":
+        #             # Yields examples as (key, example) tuples
+        #             yield key, {
+        #                 "id": data['paper_id'],
+        #                 "document": data["document"],
+        #                 "doc_bio_tags": data.get("doc_bio_tags")
+        #             }
+        #         elif self.config.name == "generation":
+        #             yield key, {
+        #                 "id": data['paper_id'],
+        #                 "document": data["document"],
+        #                 "extractive_keyphrases": data.get("extractive_keyphrases"),
+        #                 "abstractive_keyphrases": data.get("abstractive_keyphrases")
+        #             }
+        #         else:
+        #             yield key, {
+        #                 "id": data['paper_id'],
+        #                 "document": data["document"],
+        #                 "doc_bio_tags": data.get("doc_bio_tags"),
+        #                 "extractive_keyphrases": data.get("extractive_keyphrases"),
+        #                 "abstractive_keyphrases": data.get("abstractive_keyphrases"),
+        #                 "other_metadata": data["other_metadata"]
+        #             }
+        with jsonlines.open(filepath) as reader:
+            for key, data in enumerate(reader):
                 if self.config.name == "extraction":
                     # Yields examples as (key, example) tuples
                     yield key, {