Create atlas-preprocessed-code.py

atlas-preprocessed-code.py

@@ -0,0 +1,33 @@
+from datasets import GeneratorBasedBuilder, BuilderConfig, Version, load_dataset
+
+_LANGUAGES = ["C#", "C++", "C", "Go", "HTML", "Haskell", "Java", "JavaScript", "Jupyter", 
+              "Kotlin", "PHP", "Perl", "Python", "Ruby", "Rust", "Shell", "Swift", "TypeScript", "V"]
+
+class RepoConfig(BuilderConfig):
+    """BuilderConfig for Repository."""
+
+    def __init__(self, language, **kwargs):
+        """
+        Args:
+            language: the programming language of the repository
+            **kwargs: keyword arguments forwarded to super.
+        """
+        super().__init__(**kwargs)
+        self.language = language
+
+class Repository(GeneratorBasedBuilder):
+    """The Repository benchmark."""
+
+    BUILDER_CONFIGS = [
+        RepoConfig(
+            name=lang.lower(),
+            version=Version("1.0.0"),
+            language=lang,
+            description=f"Repository of {lang} programs",
+        )
+        for lang in _LANGUAGES
+    ]
+
+# to load a specific configuration of the dataset with the configuration name
+# replace 'csharp' with the desired language
+dataset = load_dataset('repository', 'csharp')