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Hi, did you try to update your endpoint with a new config via update-endpoint CLI command: https://awscli.amazonaws.com/v2/documentation/api/latest/reference/sagemaker/update-endpoint.html
It says:
Deploys the new EndpointConfig specified in the request, switches to using newly created
endpoint, and then deletes resources provisioned for the endpoint using the previous
EndpointConfig (there is no availability loss).
You may also want to automate the detection of status change of your endpoint via EventBridge and link it to a Lambda that will do the endpoint update to minimize your downtime. See https://docs.aws.amazon.com/sagemaker/latest/dg/automating-sagemaker-with-eventbridge.html#eventbridge-deployment-state
Best, Didier
0
Looks like you can't restart an endpoint by calling update-endpoint without specifying a different endpoint configuration, since the endpoint's current configuration is "in use".
aws sagemaker update-endpoint --endpoint-name my-endpoint --endpoint-config-name my-endpoint-config
An error occurred (ValidationException) when calling the UpdateEndpoint operation: Cannot update endpoint "my-endpoint" with the currently in use endpoint configuration "my-endpoint-config.
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