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chore(ec2): add SageMaker Interface VPC Endpoint (#31538)
### Issue # (if applicable) None. ### Reason for this change SageMaker Experiments supports private link access but AWS CDK does not support creating an interface VPC endpoint for SageMaker Experiments. ### Description of changes Add Interface VPC Endpoint for AWS SageMaker Experiments. ### Description of how you validated changes I executed the AWS CLI command as shown below. ```sh $ aws ec2 describe-vpc-endpoint-services --filters Name=service-type,Values=Interface Name=owner,Values=amazon --region us-east-1 --query ServiceNames | grep sagemaker "aws.sagemaker.us-east-1.experiments", // added "aws.sagemaker.us-east-1.notebook", "aws.sagemaker.us-east-1.studio", "com.amazonaws.us-east-1.sagemaker.api", "com.amazonaws.us-east-1.sagemaker.featurestore-runtime", "com.amazonaws.us-east-1.sagemaker.metrics", "com.amazonaws.us-east-1.sagemaker.runtime", "com.amazonaws.us-east-1.sagemaker.runtime-fips", ``` ### Checklist - [x] My code adheres to the [CONTRIBUTING GUIDE](https://github.com/aws/aws-cdk/blob/main/CONTRIBUTING.md) and [DESIGN GUIDELINES](https://github.com/aws/aws-cdk/blob/main/docs/DESIGN_GUIDELINES.md) ---- *By submitting this pull request, I confirm that my contribution is made under the terms of the Apache-2.0 license*
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packages/aws-cdk-lib/aws-ec2/lib/vpc-endpoint.ts

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@@ -548,6 +548,7 @@ export class InterfaceVpcEndpointAwsService implements IInterfaceVpcEndpointServ
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public static readonly S3_OUTPOSTS = new InterfaceVpcEndpointAwsService('s3-outposts');
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public static readonly S3_MULTI_REGION_ACCESS_POINTS = new InterfaceVpcEndpointAwsService('s3-global.accesspoint', 'com.amazonaws', undefined, { global: true });
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public static readonly SAGEMAKER_API = new InterfaceVpcEndpointAwsService('sagemaker.api');
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public static readonly SAGEMAKER_EXPERIMENTS = new InterfaceVpcEndpointAwsService('experiments', 'aws.sagemaker');
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public static readonly SAGEMAKER_FEATURESTORE_RUNTIME = new InterfaceVpcEndpointAwsService('sagemaker.featurestore-runtime');
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public static readonly SAGEMAKER_GEOSPATIAL = new InterfaceVpcEndpointAwsService('sagemaker-geospatial');
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public static readonly SAGEMAKER_METRICS = new InterfaceVpcEndpointAwsService('sagemaker.metrics');

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