Update qa_squad.py

qa_squad.py

@@ -4,7 +4,7 @@ from datasets.tasks import QuestionAnsweringExtractive
 
 
 logger = datasets.logging.get_logger(__name__)
-_VERSION = "0.0.1"
+_VERSION = "0.0.2"
 _NAME = "qa_squad"
 _DESCRIPTION = """SQuAD with the train/validation/test split used in SQuAD QG"""
 _CITATION = """
@@ -75,27 +75,13 @@ class QASquad(datasets.GeneratorBasedBuilder):
 
     def _generate_examples(self, filepath):
         """This function returns the examples in the raw (text) form."""
+        _key = 0
         logger.info("generating examples from = %s", filepath)
-        key = 0
         with open(filepath, encoding="utf-8") as f:
-            squad = json.load(f)
-            for article in squad["data"]:
-                title = article.get("title", "")
-                for paragraph in article["paragraphs"]:
-                    context = paragraph["context"]  # do not strip leading blank spaces GH-2585
-                    for qa in paragraph["qas"]:
-                        answer_starts = [answer["answer_start"] for answer in qa["answers"]]
-                        answers = [answer["text"] for answer in qa["answers"]]
-                        # Features currently used are "context", "question", and "answers".
-                        # Others are extracted here for the ease of future expansions.
-                        yield key, {
-                            "title": title,
-                            "context": context,
-                            "question": qa["question"],
-                            "id": qa["id"],
-                            "answers": {
-                                "answer_start": answer_starts,
-                                "text": answers,
-                            },
-                        }
-                        key += 1
+            _list = f.read().split('\n')
+            if _list[-1] == '':
+                _list = _list[:-1]
+            for i in _list:
+                data = json.loads(i)
+                yield _key, data
+                _key += 1