Upload atlas-preprocessed-code.py

atlas-preprocessed-code.py

@@ -0,0 +1,30 @@
+import evaluate
+from evaluate.evaluation_suite import SubTask
+
+class Suite(evaluate.EvaluationSuite):
+    def __init__(self, name):
+        super().__init__(name)
+        self.preprocessor = lambda x: {"text": x["code"].lower()}
+        self.suite = [
+            SubTask(
+                task_type="text-classification",
+                data="atlas-preprocessed-code",
+                split="validation[:10]",
+                args_for_task={
+                    "metric": "accuracy",
+                    "input_column": "code",
+                    "label_column": "programming_language",
+                    "label_mapping": {
+                        "Python": 0,
+                        "Java": 1,
+                        "C++": 2,
+                        "JavaScript": 3,
+                        # Add the rest of your languages here
+                    }
+                }
+            )
+        ]
+
+if __name__ == "__main__":
+    suite = Suite("my_evaluation_suite")
+    suite.save("atlas-preprocessed-code.py")