def get_app(self):
self.setupEnv()
server = CEServer(Protocol.seldon_http, self.eventType,
self.eventSource, 9000, self.replyUrl)
model = DummyModel("name")
server.register_model(model)
return server.create_application()
args, _ = parser.parse_known_args()
argdDict = vars(args).copy()
if "alibi" in argdDict:
extra = vars(args.alibi)
else:
extra = {}
logging.info("Extra args: %s", extra)
if __name__ == "__main__":
method = AlibiDetectMethod(args.command)
model: Data = None
if method == AlibiDetectMethod.outlier_detector:
model = AlibiDetectOutlierModel(args.model_name, args.storage_uri)
elif method == AlibiDetectMethod.adversarial_detector:
model = AlibiDetectAdversarialDetectionModel(args.model_name,
args.storage_uri)
elif method == AlibiDetectMethod.drift_detector:
model = AlibiDetectConceptDriftModel(args.model_name, args.storage_uri,
**extra)
else:
logging.error("Unknown method %s", args.command)
os._exit(-1)
CEServer(
args.protocol,
args.event_type,
args.event_source,
http_port=args.http_port,
reply_url=args.reply_url,
).start(model)
def get_app(self):
server = CEServer(Protocol.seldon_http, "a,b,c", "x.y.z")
return server.create_application()