type=str, default=os.environ.get(PARAMETERS_ENV_NAME, "[]")) args = parser.parse_args() parameters = parse_parameters(json.loads(args.parameters)) if parameters.get(DEBUG_PARAMETER): parameters.pop(DEBUG_PARAMETER) DEBUG = True interface_file = importlib.import_module(args.interface_name) user_class = getattr(interface_file, args.interface_name) if args.persistence: user_object = persistence.restore(user_class, parameters, debug=DEBUG) persistence.persist(user_object, parameters.get("push_frequency")) else: user_object = user_class(**parameters) if args.service_type == "MODEL": import model_microservice as seldon_microservice elif args.service_type == "ROUTER": import router_microservice as seldon_microservice elif args.service_type == "TRANSFORMER": import transformer_microservice as seldon_microservice elif args.service_type == "OUTLIER_DETECTOR": import outlier_detector_microservice as seldon_microservice port = int(os.environ.get(SERVICE_PORT_ENV_NAME, DEFAULT_PORT)) if args.api_type == "REST":
def __exit__(self, exc_type, exc_val, exc_tb): self._assert_locked() if self.persist: # TODO should this be done async? we must dump state before releasing the lock, however persistence.persist(self)
def __exit__(self, *_): if self.persist: # TODO should this be done async? we must dump state before releasing the lock, however persistence.persist(self) self.lock.release()
def __exit__(self, exc_type, exc_val, exc_tb): self._assert_locked() if self.persist: # TODO should this be done async? we must dump state before releasing the lock, however persistence.persist(self)