import importlib def exists(val): return val is not None def get_obj_from_str(string, reload=False): module, cls = string.rsplit('.', 1) if reload: module_imp = importlib.import_module(module) importlib.reload(module_imp) return getattr(importlib.import_module(module, package=None), cls) def instantiate_from_config(config): if "target" not in config: raise KeyError("Expected key `target` in config") return get_obj_from_str(config["target"])(**config.get("params", dict()))