code: def _compose_depend_list_para(self, config):
      for para in self._depend_map:
          cutparas = self._depend_map[para]["cutPara"]
          if type(cutparas) == str:
              dparas = [config[cutparas]]
              # dparas = config[cutparas]
          else:
              dparas = []
              for dpara in cutparas:
                  dparas.append(config[dpara])
          paralen = self._depend_map[para]["cutFunc"](dparas)
          config[para] = config[para][:paralen]
      return config
  
imports: from ...utils import get_logger
  import hyperopt
  import time
  import math
  import dill
  import multiprocessing
  import copy
  import random
label_desc: Use image node_id 5 for calling the BaseHPOptimizer obj's underlying member method code with example usage: obj._compose_depend_list_para(config) and returns: config