Registry

create_register_decorator(registry)

Create a decorator that registers object of specified type (model, metric, ...)

Parameters:

Name	Type	Description	Default
registry	Dict[str, Callable]	Dict including registered objects (maps name to object that you register)	required

Returns:

Type	Description
Callable	Register function

Source code in common/registry/registry.py

def create_register_decorator(registry: Dict[str, Callable]) -> Callable:
    """
    Create a decorator that registers object of specified type (model, metric, ...)

    :param registry:    Dict including registered objects (maps name to object that you register)
    :return:            Register function
    """

    def register(name: Optional[str] = None) -> Callable:
        """
        Set up a register decorator.

        :param name: If specified, the decorated object will be registered with this name.
        :return:     Decorator that registers the callable.
        """

        def decorator(cls: Callable) -> Callable:
            """Register the decorated callable"""
            cls_name = name if name is not None else cls.__name__

            if cls_name in registry:
                ref = registry[cls_name]
                raise Exception(f"`{cls_name}` is already registered and points to `{inspect.getmodule(ref).__name__}.{ref.__name__}")

            registry[cls_name] = cls
            return cls

        return decorator

    return register