init

qg_squad.py

@@ -1,3 +1,4 @@
+import json
 import datasets
 from datasets import load_dataset
 from datasets.tasks import Summarization
@@ -53,14 +54,18 @@ class SquadQG(datasets.GeneratorBasedBuilder):
     def _split_generators(self, dl_manager):
         downloaded_file = dl_manager.download_and_extract(_URLS)
         return [
-            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": downloaded_file["train"]}),
-            datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": downloaded_file["validation"]}),
-            datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": downloaded_file["test"]}),
+            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepaths": downloaded_file["train"]}),
+            datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepaths": downloaded_file["validation"]}),
+            datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepaths": downloaded_file["test"]}),
         ]
 
-    def _generate_examples(self, filepath):
-        logger.info("generating examples from = %s", filepath)
-        with open(filepath, encoding="utf-8") as f:
-            for _id, i in enumerate(f.read().split('\n')):
-                data = json.loads(i)
-                yield _id, data
+    def _generate_examples(self, filepaths):
+        for filepath in filepaths:
+            logger.info("generating examples from = %s", filepath)
+            with open(filepath, encoding="utf-8") as f:
+                _list = f.read().split('\n')
+                if _list[-1] == '':
+                    _list = _list[:-1]
+                for _id, i in enumerate(_list):
+                    data = json.loads(i)
+                    yield _id, data