Build and deployment commands for models
Models have separate parameters for builds and deployments. When a model is built, an
image is created. Whereas, the deployment is the actual instance of the model. You can list
model builds and deployment, and monitor their state using from model CLI client
(cdswctl).
Listing a model
To list the models, run the following
command:
cdswctl models listMonitoring the status of the model
To monitor the status of the build for a particular model, use the following
command:
cdswctl models listBuild --modelId <model_ID> --projectId <project_ID>You can use the --latestModelDeployment flag to get the build for
the latest deployment.
Listing a deployment
To list the deployment for a particular model, run the following
command:
cdswctl models listDeployments --modelId <model_ID>Checking the status of a deployment
To check the status of your deployment, run the following
command:
cdswctl models listDeployments --statusSet=deployedFollowing is a list of arguments for the statusSet parameter:
deployeddeployingfailedpendingstoppingstopped
