[Enhancement]: SageMaker EndpointConfig VpcConfig and ExecutionRoleArn supports

[major-hmhco]

Description

The existing aws_sagemaker_endpoint_configuration resource currently does not support the VpcConfig or ExecutionRoleArn parameters in the CreateEndpointConfig API.

This means that we cannot adequately constrain created EndpointConfigs/Endpoints to run within specified VPCs (and with specified SecurityGroupIds), instead these (AFAIK) deploy to the account's default VPC. We also cannot specify an execution role ARN for these endpoints.

In order to ensure appropriate parity with AWS APIs, we would request that the resource be updated with support for these API parameters.

Affected Resource(s) and/or Data Source(s)

• resource.aws_sagemaker_endpoint_config

Potential Terraform Configuration

resource "aws_sagemaker_endpoint_configuration" "this" {
  /* 
  preserve existing behaviour
    name = ""
    tags = {}
    [...]
 */
  execution_role_arn = "arn:aws:iam:..."
  vpc_config {
    subnets = ["abc", "def"]
    security_group_ids = ["ghi", "jkl"]
  }
}

References

https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateEndpointConfig.html#sagemaker-CreateEndpointConfig-request-VpcConfig

https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateEndpointConfig.html#sagemaker-CreateEndpointConfig-request-ExecutionRoleArn

Would you like to implement a fix?

None

[github-actions[bot]]

Community Note

Voting for Prioritization

• Please vote on this issue by adding a 👍 reaction to the original post to help the community and maintainers prioritize this request.
• Please see our prioritization guide for information on how we prioritize.
• Please do not leave "+1" or other comments that do not add relevant new information or questions, they generate extra noise for issue followers and do not help prioritize the request.

Volunteering to Work on This Issue

• If you are interested in working on this issue, please leave a comment.
• If this would be your first contribution, please review the contribution guide.