Update agieval.py

agieval.py

@@ -132,7 +132,7 @@ class AgiEval(datasets.GeneratorBasedBuilder):
 
     def _info(self):
 
-        if self.config.name == "aqua_rat":
+        if self.config.name == ["aqua_rat", 'lsat_lr', 'lsat_rc', 'lsat_ar']:
             features = datasets.Features(
                 {
                     "passage": datasets.Value("string"),
@@ -142,18 +142,7 @@ class AgiEval(datasets.GeneratorBasedBuilder):
                     "solution": datasets.Value("string"),
                 }
             )
-        elif self.config.name in ["sat_math", "sat_en_without_passage", "sat_en"]:
-            features = datasets.Features(
-                {
-                     "passage": datasets.Value("string"),
-                     "question": datasets.Value("string"),
-                     "options": datasets.features.Sequence(datasets.Value("string")),
-                     "label": datasets.ClassLabel(num_classes=4, names=["A", "B", "C", "D"]),
-                     "solution": datasets.Value("string"),
-                 }
-            )
-        
-        elif self.config.name in ["logiqa_en", "logiqa_zh"]:
+        elif self.config.name in ["sat_math", "sat_en_without_passage", "sat_en", "logiqa_en", "logiqa_zh", 'gaokao_mathqa', 'gaokao_chinese', 'gaokao_history', 'gaokao_geography', 'gaokao_biology', 'gaokao_chemistry', 'gaokao_english']:
             features = datasets.Features(
                 {
                      "passage": datasets.Value("string"),
@@ -174,16 +163,6 @@ class AgiEval(datasets.GeneratorBasedBuilder):
                      "type": datasets.Value("string"),
                  }
             )
-        elif self.config.name in ['lsat_lr', 'lsat_rc', 'lsat_ar']:
-            features = datasets.Features(
-                {
-                     "passage": datasets.Value("string"),
-                     "question": datasets.Value("string"),
-                     "options": datasets.features.Sequence(datasets.Value("string")),
-                     "label": datasets.ClassLabel(num_classes=5, names=["A", "B", "C", "D", "E"]),
-                     "solution": datasets.Value("string"),
-                 }
-            )
         elif self.config.name in ['gaokao_physics', 'jec_qa_ca', 'jec_qa_kd']:
             features = datasets.Features(
                 {
@@ -194,18 +173,6 @@ class AgiEval(datasets.GeneratorBasedBuilder):
                      "solution": datasets.Value("string"),
                  }
             )
-        elif self.config.name in ['gaokao_mathqa', 'gaokao_chinese', 'gaokao_history', 'gaokao_geography', 'gaokao_biology', 'gaokao_chemistry', 'gaokao_english']:
-            features = datasets.Features(
-                {
-                     "passage": datasets.Value("string"),   
-                     "question": datasets.Value("string"),
-                     "options": datasets.features.Sequence(datasets.Value("string")),
-                     "label": datasets.ClassLabel(num_classes=4, names=["A", "B", "C", "D"]),
-                     "solution": datasets.Value("string"),
-                 }
-            )
-
-
         return datasets.DatasetInfo(
             description=_DESCRIPTION,
             features=features,
@@ -257,7 +224,10 @@ class AgiEval(datasets.GeneratorBasedBuilder):
                 try:
                     data = ast.literal_eval(samples[names[self.config.name]][key])
                     explanation_row = explanations[names[self.config.name]][key]
-                    if self.config.name in ["aqua_rat", "sat_math", "sat_en_without_passage", "logiqa_en","logiqa_zh", "sat_en"]:
+                    if self.config.name in ["aqua_rat", 'lsat_lr', 'lsat_rc', 'lsat_ar', "sat_math", "sat_en_without_passage", "logiqa_en","logiqa_zh", "sat_en"]:
+                        label_index = "ABCDE".index(data["label"])
+                        if label_index > len(data["options"]) - 1:
+                            continue
                         yield key, {
                             "passage": data["passage"],
                             "question": data["question"],
@@ -278,14 +248,6 @@ class AgiEval(datasets.GeneratorBasedBuilder):
                             "type": data["type"],
                             "solution": str(explanation_row),
                         }
-                    elif self.config.name in ['lsat_lr', 'lsat_rc', 'lsat_ar']:
-                        yield key, {
-                            "passage": data["passage"],
-                            "question": data["question"],
-                            "options": data["options"],
-                            "label": data["label"],
-                            "solution": str(explanation_row),
-                        }
                     elif self.config.name in ['gaokao_physics', 'jec_qa_ca', 'jec_qa_kd']:
                         if isinstance(data["label"], str):
                             yield key, {
@@ -318,8 +280,10 @@ class AgiEval(datasets.GeneratorBasedBuilder):
             with open(filepath, encoding="utf-8") as f:
                 for key, row in enumerate(f):
                     data = json.loads(row)
-    
-                    if self.config.name in ["aqua_rat","sat_math", "sat_en_without_passage"]:
+                    if self.config.name in ["aqua_rat", 'lsat_lr', 'lsat_rc', 'lsat_ar', "sat_math", "sat_en_without_passage", "logiqa_en","logiqa_zh", "sat_en"]:
+                        label_index = "ABCDE".index(data["label"])
+                        if label_index > len(data["options"]) - 1:
+                            continue
                         yield key, {
                             "passage": data["passage"],
                             "question": data["question"],
@@ -327,14 +291,6 @@ class AgiEval(datasets.GeneratorBasedBuilder):
                             "label": data["label"],
                             "solution": data["other"]["solution"],
                         }
-                    elif self.config.name in ["logiqa_en","logiqa_zh"]:
-                        yield key, {
-                            "passage": data["passage"],
-                            "question": data["question"],
-                            "options": data["options"],
-                            "label": data["label"],
-                            "solution": data["label"],
-                        }
                     elif self.config.name == "math":
                         if not data.get("level"):
                             data["level"] = data['other']['level']
@@ -348,27 +304,6 @@ class AgiEval(datasets.GeneratorBasedBuilder):
                             "level": data["level"],
                             "type": data["type"],
                         }
-    
-                    elif self.config.name == "sat_en":
-                        label_index = "ABCDE".index(data["label"])
-                        if label_index > len(data["options"]) - 1:
-                            continue
-                        else:
-                            yield key, {
-                                "passage": data["passage"],
-                                "question": data["question"],
-                                "options": data["options"],
-                                "label": data["label"],
-                                "solution": data["other"]["solution"],
-                            }
-                    elif self.config.name in ['lsat_lr', 'lsat_rc', 'lsat_ar']:
-                        yield key, {
-                            "passage": data["passage"],
-                            "question": data["question"],
-                            "options": data["options"],
-                            "label": data["label"],
-                            "solution": data["label"],
-                        }
                     elif self.config.name in ['gaokao_physics', 'jec_qa_ca', 'jec_qa_kd']:
                         if isinstance(data["label"], str):
                             yield key, {