from copy import deepcopy
from typing import Dict, Union, Any
from ConfigSpace.configuration_space import Configuration
from ultraopt.hdl.hp_def import _decode
[文档]def is_hdl_bottom(key, value):
if isinstance(key, str) and key.startswith("__"):
return True
if isinstance(value, dict) and "_type" in value:
return True
if not isinstance(value, dict):
return True
return False
[文档]def layering_config(c: Union[Configuration, Dict[str, Any]]):
if isinstance(c, Configuration):
dict_ = c.get_dictionary()
elif isinstance(c, dict):
dict_ = deepcopy(c)
else:
raise NotImplementedError
result = {}
for k, v in dict_.items():
if isinstance(v, str):
v = _decode(v)
key_path = k.split(":")
if key_path[-1] == "__choice__":
key_path = key_path[:-1]
if v is not None:
key_path += [v]
v = {}
if "None" in key_path:
continue
__set_kv(result, key_path, v)
return result
def __set_kv(dict_: dict, key_path: list, value):
tmp = dict_
for i, key in enumerate(key_path):
if i != len(key_path) - 1:
if key not in tmp:
tmp[key] = {}
tmp = tmp[key]
key = key_path[-1]
if (key == "placeholder" and value == "placeholder"):
pass
else:
tmp[key] = value
