from joblib import Parallel, delayed
import multiprocessing
from hui_fun import liziqunfun  # 假设您有一个名为 hui_fun.py 的文件，其中包含 liziqunfun 函数



def multi_huifun(loaded_chrom,yanlinks,road_velocity,dadr,bus_line_sequence,result_array):
    # 定义 liziqunfun 函数，注意保留与您提供的函数一致的定义

    num_cores = multiprocessing.cpu_count()  # 获取可用的 CPU 核心数
    # num_cores = 1
    results = Parallel(n_jobs=num_cores)(delayed(liziqunfun)(chrom,yanlinks,road_velocity,dadr,bus_line_sequence,result_array) for chrom in loaded_chrom)

    return results


if __name__ == "__main__":
    results = multi_huifun()

    # 在这里可以处理 results，例如打印每个结果
    for idx, result in enumerate(results):
        print(f"Result {idx + 1}: {result}")