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codemmlu.py

@@ -46,40 +46,31 @@ _SUBJECTS = [
 ]
 
 
-class CodeMMLUConfig(datasets.BuilderConfig):
-    """BuilderConfig for SuperGLUE."""
-
-    def __init__(self, features, data_url, **kwargs):
-        """BuilderConfig for CodeMMLU.
-        """
-        # Version history:
-        # 0.0.1: Initial release.
-        super().__init__(version=datasets.Version("0.0.1"), **kwargs)
-        self.features = features
-        self.data_url = data_url
-
-CONFIGS = []
-for sub in _SUBJECTS:
-    features = ['task_id', 'question', 'choices']
-    if sub == "fill_in_the_middle":
-        features.append('problem_description')
-    
-    CONFIGS.append(CodeMMLUConfig(
-        name=sub, 
-        features=features,
-        data_url=os.path.join(_URL, sub + ".jsonl"),
-        description="CodeMMLU test subject {}".format(sub),
-    ))
-
-
 class CodeMMLU(datasets.GeneratorBasedBuilder):
     """CodeMMLU: A Multi-Task Benchmark for Assessing Code Understanding Capabilities"""
-    BUILDER_CONFIG_CLASS = CodeMMLUConfig
-    BUILDER_CONFIGS = CONFIGS
+    # Version history:
+    # 0.0.1: Initial release.
+    VERSION = datasets.Version("0.0.1")
+
+    # BUILDER_CONFIGS = [
+    #     datasets.BuilderConfig(
+    #         name=sub, version=VERSION,
+    #         description="CodeMMLU test subject {}".format(sub)
+    #     ) for sub in _SUBJECTS
+    # ]
+
+    BUILDER_CONFIGS = [
+        datasets.BuilderConfig(name="programming_syntax", version=VERSION, description="CodeMMLU test subject: Programming language syntax "),
+        datasets.BuilderConfig(name="api_frameworks", version=VERSION, description="CodeMMLU test subject: API & Frameworks "),
+        datasets.BuilderConfig(name="software_principles", version=VERSION, description="CodeMMLU test subject: Software Principles "),
+        datasets.BuilderConfig(name="dbms_sql", version=VERSION, description="CodeMMLU test subject: DBMS & SQL "),
+        datasets.BuilderConfig(name="others", version=VERSION, description="CodeMMLU test subject: Others "),
+        datasets.BuilderConfig(name="code_completion", version=VERSION, description="CodeMMLU test subject: Code Completion "),
+        datasets.BuilderConfig(name="fill_in_the_middle", version=VERSION, description="CodeMMLU test subject: Fill in the Middle "),
+        datasets.BuilderConfig(name="code_repair", version=VERSION, description="CodeMMLU test subject: Code Repair "),
+        datasets.BuilderConfig(name="defect_detection", version=VERSION, description="CodeMMLU test subject: Defect Detection "),
+    ]
 
-    def __init__(self,  **config_kwargs):
-        super().__init__(**config_kwargs)
-        print(self.BUILDER_CONFIGS)
 
     def _info(self):
         features = datasets.Features(
@@ -102,7 +93,8 @@ class CodeMMLU(datasets.GeneratorBasedBuilder):
 
     def _split_generators(self, dl_manager):
         """Returns SplitGenerators."""
-        dl_dir = dl_manager.download(self.config.data_url)
+        path = os.path.join(_URL, self.config.name + ".jsonl")
+        dl_dir = dl_manager.download(path)
         return [
             datasets.SplitGenerator(
                 name=datasets.Split.TEST,