lm-evaluation/lm_eval/tasks/csatqa/_generate_configs.py

"""
Take in a YAML, and output all other splits with this YAML
"""
import argparse
import os

import yaml
from tqdm import tqdm

from lm_eval.logger import eval_logger


SUBSETS = ["WR", "GR", "RCS", "RCSS", "RCH", "LI"]


def parse_args():
    parser = argparse.ArgumentParser()
    parser.add_argument("--base_yaml_path", required=True)
    parser.add_argument("--save_prefix_path", default="csatqa")
    parser.add_argument("--task_prefix", default="")
    return parser.parse_args()


if __name__ == "__main__":
    args = parse_args()

    # get filename of base_yaml so we can `"include": ` it in our other YAMLs.
    base_yaml_name = os.path.split(args.base_yaml_path)[-1]
    with open(args.base_yaml_path, encoding="utf-8") as f:
        base_yaml = yaml.full_load(f)

    for name in tqdm(SUBSETS):
        yaml_dict = {
            "include": base_yaml_name,
            "task": f"csatqa_{args.task_prefix}_{name}"
            if args.task_prefix != ""
            else f"csatqa_{name.lower()}",
            "dataset_name": name,
        }

        file_save_path = args.save_prefix_path + f"_{name.lower()}.yaml"
        eval_logger.info(f"Saving yaml for subset {name} to {file_save_path}")
        with open(file_save_path, "w", encoding="utf-8") as yaml_file:
            yaml.dump(
                yaml_dict,
                yaml_file,
                width=float("inf"),
                allow_unicode=True,
                default_style='"',
            )