Update poquad.py

poquad.py

@@ -101,22 +101,24 @@ class SquadV2(datasets.GeneratorBasedBuilder):
             squad = json.load(f)
             for example in squad["data"]:
                 title = example.get("title", "")
+                paragraph_id = example["id"]
                 for paragraph in example["paragraphs"]:
                     context = paragraph["context"]  # do not strip leading blank spaces GH-2585
                     for qa in paragraph["qas"]:
                         question = qa["question"]
-                        id_ = qa["id"]
+                        
 
                         answer_starts = [answer["answer_start"] for answer in qa["answers"]]
                         answers = [answer["text"] for answer in qa["answers"]]
-
+                        is_impossible = qa[is_impossible]
                         # Features currently used are "context", "question", and "answers".
                         # Others are extracted here for the ease of future expansions.
                         yield id_, {
                             "title": title,
                             "context": context,
                             "question": question,
-                            "id": id_,
+                            "is_impossible" : is_impossible,
+                            "paragraph_id": paragraph_id,
                             "answers": {
                                 "answer_start": answer_starts,
                                 "text": answers,