code: def distribute(self, func_name, kwargs: Dict[str, Any]):
      out = {}
      for key, param in self.params[func_name].items():
          data = kwargs.get(key, inspect.Parameter.empty)
          if data is inspect.Parameter.empty:
              if param.default is inspect.Parameter.empty:
                  raise TypeError(f"Required parameter {key} is empty.")
              data = param.default
          out[key] = data
      return out
  
file_path: AutoGL/autogl/module/nas/space/gasso_space/utils/inspector.py
imports: import re
  import inspect
  from collections import OrderedDict
  from typing import Dict, List, Any, Optional, Callable, Set
  from .typing import parse_types
label_desc: Use image node_id 7 for calling the Inspector obj's underlying member method code with example usage: obj.distribute(func_name, kwargs) and returns: out