Function script

evalplus/sanitize.py:175–243

(
    samples: str, inplace: bool = False, debug_task: str = None, mbpp_version="default"
)

def script(
    samples: str, inplace: bool = False, debug_task: str = None, mbpp_version="default"
):
    # task_id -> entry_point
    entry_point = {}
    # merge two datasets
    dataset = {**get_human_eval_plus(), **get_mbpp_plus(version=mbpp_version)}

    for task_id, problem in dataset.items():
        entry_point[task_id] = problem["entry_point"]

    # make a new folder with "-sanitized" suffix
    is_folder = os.path.isdir(samples)
    target_path = pathlib.Path(samples)
    if not inplace:
        if is_folder:
            new_name = target_path.name + "-sanitized"
        else:
            new_name = target_path.name.replace(".jsonl", "-sanitized.jsonl")
        target_path = target_path.parent / new_name
    target_path = str(target_path)

    nsan = 0
    ntotal = 0

    new_solutions = []

    for solution in tqdm(load_solutions(samples)):
        task_id = solution["task_id"]
        if task_id not in dataset:
            print(
                f"Skiping {task_id} as it does not existing in the latest EvalPlus dataset."
            )
            continue

        function_name = entry_point[task_id] if task_id in entry_point else None
        dbg_identifier = solution["_identifier"]
        if debug_task is not None and task_id != debug_task:
            continue

        ntotal += 1
        if "solution" in solution:
            old_code = solution["solution"]
        else:
            assert "completion" in solution
            old_code = dataset[task_id]["prompt"] + "\n" + solution["completion"]

        new_code = sanitize(code=old_code, entrypoint=function_name)

        # if changed, print the message
        if new_code != old_code:
            msg = "Sanitized: " + dbg_identifier
            if is_folder:
                msg += " -> " + dbg_identifier.replace(samples, target_path)
            print(msg)
            nsan += 1

        new_solutions.append({"task_id": task_id, "solution": new_code})