Specify a subnet for SageMaker endpoints
Similar to setting subnet configuration for training jobs, is it possible to specify a subnet for SageMaker endpoints? Are they deployed in any default subnets, and is there a way to find that through SDK/CLI?
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Yes it is possible.
Checkout this link for further information into vpc and endpoints.
You can also create a VPC endpoint url and connect through CLI as mentioned in this link.
In order to obtain the information using CLI you can use the describe-endpoint functionality. Based on the CLI documentation, VPC information might not be available using that.
yes it is possible. please take a look at this link Give SageMaker Access to your VPC . You will need to specify a VPC model with security group for sagemaker to gain access to your VPC by providing at least 2 subnets in different AZ's. To connect sagemaker to an interface endpoint, please look at Connect SageMaker to VPC Interface Endpoints.
