import re from data.base_env import StaticEnv from data.utils.code_utils import PyExecutor, extract_python_code class KodCodeEnv(StaticEnv): def __init__(self, config): super().__init__(config) @classmethod def _rename_func(cls, answer: str, function_name: str) -> str: """ Replace the name of the first function in `answer` with `function_name`. Only modifies the function name, keeps everything else intact. """ pattern = r"def\s+(\w+)\s*\(" new_answer = re.sub(pattern, f"def {function_name}(", answer, count=1) return new_answer @classmethod def compute_reward(cls, completions: list[str], test: list[str], test_info: list, **kwargs) -> list[float]: py_executor = PyExecutor() scores = [] for completion, t, tf in zip(completions, test, test_info): func_blocks = extract_python_code(completion.strip()) collected_answer = '\n'.join(func_blocks) renamed_answer = cls._rename_func(collected_answer, tf[0]["function_name"]) _, _, results = py_executor.execute(renamed_answer, [t]) score = sum(results) / len(results) scores.append(score) return scores