Upload atlas-preprocessed-code.py

atlas-preprocessed-code.py

@@ -0,0 +1,48 @@
+from datasets import GeneratorBasedBuilder, BuilderConfig, Version, load_dataset
+
+_DESCRIPTION = 'Dataset for {0} repositories...'
+_CITATION = '...'
+
+class RepositoryConfig(BuilderConfig):
+    """BuilderConfig for Repository."""
+
+    def __init__(self, language, features, data_url, citation, url, **kwargs):
+        """
+        Args:
+            language: name of the programming language
+            features: list of the features that will appear in the feature dict. Should not include "label".
+            data_url: url to download the zip file from.
+            citation: citation for the data set.
+            url: url for information about the data set.
+            **kwargs: keyword arguments forwarded to super.
+        """
+        super().__init__(version=Version("1.0.0"), **kwargs)
+        self.language = language
+        self.features = features
+        self.data_url = data_url
+        self.citation = citation
+        self.url = url
+
+class Repository(GeneratorBasedBuilder):
+    """The Repository benchmark."""
+
+    LANGUAGES = [
+        'C#', 'C++', 'C', 'Go', 'HTML', 'Haskell', 'Java', 'JavaScript', 
+        'Jupyter', 'Kotlin', 'PHP', 'Perl', 'Python', 'Ruby', 'Rust', 
+        'Shell', 'Swift', 'TypeScript', 'V'
+    ]
+
+    BUILDER_CONFIGS = [
+        RepositoryConfig(
+            name=lang.lower().replace('+', 'p').replace('#', 'sharp'),
+            description=_DESCRIPTION.format(lang),
+            language=lang,
+            features=["repo_name", "repo_creator", "programming_language", "code", "num_lines"],
+            data_url=f"https://example.com/data/{lang.lower().replace('+', 'p').replace('#', 'sharp')}.zip",
+            citation=_CITATION,
+            url=f"https://example.com/{lang.lower().replace('+', 'p').replace('#', 'sharp')}_dataset",
+        ) for lang in LANGUAGES
+    ]
+
+# load a specific configuration of the dataset with the configuration name
+dataset = load_dataset('repository', 'python')