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codemmlu.py

@@ -39,23 +39,38 @@ _HOMEPAGE = "https://fsoft-ai4code.github.io/codemmlu/"
 _URL = "data.tar"
 
 _SUBJECTS = [
-    "software_principles", "dbms_sql", "others",
     "programming_syntax", "api_frameworks",
+    "software_principles", "dbms_sql", "others",
     "code_completion", "fill_in_the_middle", "code_repair", "defect_detection"
 ]
 
 
+class CodeMMLUConfig(datasets.BuilderConfig):
+    """BuilderConfig for SuperGLUE."""
+
+    def __init__(self, features, **kwargs):
+        """BuilderConfig for CodeMMLU.
+        """
+        # Version history:
+        # 0.0.1: Initial release.
+        super().__init__(version=datasets.Version("0.0.1"), **kwargs)
+        self.features = features
+
+
 class CodeMMLU(datasets.GeneratorBasedBuilder):
     """CodeMMLU: A Multi-Task Benchmark for Assessing Code Understanding Capabilities"""
-    # Version history:
-    # 0.0.1: Initial release.
-    BUILDER_CONFIGS = [
-        datasets.BuilderConfig(
-            name=sub, version=datasets.Version("0.0.1"), 
-            description="CodeMMLU test subject {}".format(sub)
-        )
-        for sub in _SUBJECTS
-    ]
+    BUILDER_CONFIG_CLASS = CodeMMLUConfig
+    BUILDER_CONFIGS = []
+    for sub in _SUBJECTS:
+        features = ['task_id', 'question', 'choices']
+        if sub == "fill_in_the_middle":
+            features.append('problem_description')
+        
+        BUILDER_CONFIGS.append(CodeMMLUConfig(
+            name=sub, 
+            features=features,
+            description="CodeMMLU test subject {}".format(sub),
+        ))
 
 
     def _info(self):
@@ -66,6 +81,10 @@ class CodeMMLU(datasets.GeneratorBasedBuilder):
                 "choices": datasets.features.Sequence(datasets.Value("string")),
             }
         )
+        
+        if self.config.name == "fill_in_the_middle":
+            features["problem_description"] = datasets.Value("string")
+
         return datasets.DatasetInfo(
             description=_DESCRIPTION,
             features=features,