Deploy without our Serving
You can deploy a model without using our Serving service.
From the Web Application
Select "Monitoring Only" and deploy !
From SDK
Available after version 6.7.0
You can call Client.create_deployment()
(see reference here) with parameter disable_serving=True
if you want to deploy without our Serving. You will still be able to add monitored prediction to your deployment.
from picsellia import Client
from picsellia.types.schemas_prediction import DetectionPredictionFormat
api_token = "<YOUR_API_TOKEN>"
organization_name = "<ORGANIZATION_NAME>"
client = Client(api_token=api_token, organization_name=organization_name)
name = "<MODEL_NAME>"
version = 0 # version number or version name as a string
model_version = client.get_model(model_name).get_version(model_version)
deployment = client.create_deployment(model_version, disable_serving=True)
deployment.predict()
won't be callable because there is no serving on Picsellia side !
But you still can call deployment.monitor()
(see reference here)
Updated 8 months ago