Update csatqa.py

csatqa.py

@@ -35,12 +35,15 @@ class CSATQA(datasets.GeneratorBasedBuilder):
         features = datasets.Features(
             {
                 "question": datasets.Value("string"),
+                "context" : datasets.Value("string"),
                 "option#1": datasets.Value("string"),
                 "option#2": datasets.Value("string"),
                 "option#3": datasets.Value("string"),
                 "option#4": datasets.Value("string"),
                 "option#5": datasets.Value("string"),
                 "gold": datasets.Value("int8"),
+                "category": datasets.Value("string"),
+                "human_peformance": datasets.Value("float16"),
             }
         )
         return datasets.DatasetInfo(
@@ -67,13 +70,18 @@ class CSATQA(datasets.GeneratorBasedBuilder):
             buffer = []
             for key, row in enumerate(f):
                 data = json.loads(row)
-                buffer.append({"question":data["question"]})
+                buffer.append({
+                    "question": data["question"],
+                    "context" : data["context"],
+                    "option#1": data["option#1"],
+                    "option#2": data["option#2"],
+                    "option#3": data["option#3"],
+                    "option#4": data["option#4"],
+                    "option#5": data["option#5"],
+                    "gold": data["gold"],
+                    "category": data["category"],
+                    "human_peformance": data["human_performance"]})
+                
             for idx, dat in enumerate(buffer):
                 yield idx,dat
         
-    # def _generate_examples(self, filepath):
-    #     with open(filepath, encoding="utf-8") as f:
-    #         for key, row in enumerate(f):
-    #             data = json.loads(row)
-    #             if data["Category"] == self.config.name:
-    #                 yield key, data