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)