class Register(dict): def __init__(self, *args, **kwargs): super(Register, self).__init__(*args, **kwargs) self._dict = {} def __call__(self, target): return self.register(target) def register(self, target): def add_item(key, value): if not callable(value): raise Exception(f'Error:{value} must be callable!') if key in self._dict: raise Exception(f'{key} already exists.') self[key] = value return value if callable(target): return add_item(target.__name__, target) else: return lambda x: add_item(target, x) def __setitem__(self, key, value): self._dict[key] = value def __getitem__(self, key): return self._dict[key] def __contains__(self, key): return key in self._dict def __str__(self): return str(self._dict) def keys(self): return self._dict.keys() def values(self): return self._dict.values() def items(self): return self._dict.items() MODEL_REGISTRY = Register() DATASET_REGISTRY = Register() METHOD_REGISTRY = Register()