Using the SageMaker AI AWS API to manage a VPC config - Amazon SageMaker AI
Create a workforce with a VPC configurationAdding a VPC configuration your workforceRemoving a VPC configuration from your workforceRestrict public access to the worker portal while maintaining access through a VPC

Using the SageMaker AI AWS API to manage a VPC config

Use the following sections to learn more about managing a VPCs configuration, while maintaining the right level of access to the work team.

Create a workforce with a VPC configuration

If the account already has a workforce, then you must delete it first. You can also update the workforce with VPC configuration.


aws sagemaker create-workforce --cognito-config '{"ClientId": "app-client-id","UserPool": "Pool_ID",}' --workforce-vpc-config \       
" {\"VpcId\": \"vpc-id\", \"SecurityGroupIds\": [\"sg-0123456789abcdef0\"], \"Subnets\": [\"subnet-0123456789abcdef0\"]}" --workforce-name workforce-name
{
    "WorkforceArn": "arn:aws:sagemaker:us-west-2:xxxxxxxxx:workforce/workforce-name"
}

Describe the workforce and make sure the status is Initializing.


aws sagemaker describe-workforce --workforce-name workforce-name
{
    "Workforce": {
        "WorkforceName": "workforce-name",
        "WorkforceArn": "arn:aws:sagemaker:us-west-2:xxxxxxxxx:workforce/workforce-name",
        "LastUpdatedDate": 1622151252.451,
        "SourceIpConfig": {
            "Cidrs": []
        },
        "SubDomain": "subdomain.us-west-2.sagamaker.aws.com",
        "CognitoConfig": {
            "UserPool": "Pool_ID",
            "ClientId": "app-client-id"
        },
        "CreateDate": 1622151252.451,
        "WorkforceVpcConfig": {
            "VpcId": "vpc-id",
            "SecurityGroupIds": [
                "sg-0123456789abcdef0"
            ],
            "Subnets": [
                "subnet-0123456789abcdef0"
            ]
        },
        "Status": "Initializing"
    }
}

Navigate to the Amazon VPC console. Select Endpoints from the left panel. There should be two VPC endpoints created in your account.

Adding a VPC configuration your workforce

Update a non-VPC private workforce with a VPC configuration using the following command.


aws sagemaker update-workforce --workforce-name workforce-name\
--workforce-vpc-config "{\"VpcId\": \"vpc-id\", \"SecurityGroupIds\": [\"sg-0123456789abcdef0\"], \"Subnets\": [\"subnet-0123456789abcdef0\"]}"

Describe the workforce and make sure the status is Updating.


aws sagemaker describe-workforce --workforce-name workforce-name
{
    "Workforce": {
        "WorkforceName": "workforce-name",
        "WorkforceArn": "arn:aws:sagemaker:us-west-2:xxxxxxxxx:workforce/workforce-name",
        "LastUpdatedDate": 1622151252.451,
        "SourceIpConfig": {
            "Cidrs": []
        },
        "SubDomain": "subdomain.us-west-2.sagamaker.aws.com",
        "CognitoConfig": {
            "UserPool": "Pool_ID",
            "ClientId": "app-client-id"
        },
        "CreateDate": 1622151252.451,
        "WorkforceVpcConfig": {
            "VpcId": "vpc-id",
            "SecurityGroupIds": [
                "sg-0123456789abcdef0"
            ],
            "Subnets": [
                "subnet-0123456789abcdef0"
            ]
        },
        "Status": "Updating"
    }
}

Navigate to your Amazon VPC console. Select Endpoints from the left panel. There should be two VPC endpoints created in your account.

Removing a VPC configuration from your workforce

Update a VPC private workforce with an empty VPC configuration to remove VPC resources.


aws sagemaker update-workforce --workforce-name workforce-name\ 
--workforce-vpc-config "{}"

Describe the workforce and make sure the status is Updating.


aws sagemaker describe-workforce --workforce-name workforce-name
{
    "Workforce": {
        "WorkforceName": "workforce-name",
        "WorkforceArn": "arn:aws:sagemaker:us-west-2:xxxxxxxxx:workforce/workforce-name",
        "LastUpdatedDate": 1622151252.451,
        "SourceIpConfig": {
            "Cidrs": []
        },
        "SubDomain": "subdomain.us-west-2.sagamaker.aws.com",
        "CognitoConfig": {
            "UserPool": "Pool_ID",
            "ClientId": "app-client-id"
        },
        "CreateDate": 1622151252.451,
        "Status": "Updating"
    }
}

Naviagate to your Amazon VPC console. Select Endpoints from the left panel. The two VPC endpoints should be deleted.

Restrict public access to the worker portal while maintaining access through a VPC

The workers in a VPC or non-VPC worker portal are be able to see the labeling job tasks assigned to them. The assignment comes from assigning workers in a work team through OIDC groups. It is the customer’s responsibility to restrict the access to their public worker portal by setting the sourceIpConfig in their workforce.

Note

You can restrict access to the worker portal only through the SageMaker API. This cannot be done through the console.

Use the following command to restrict public access to the worker portal.


aws sagemaker update-workforce --region us-west-2 \
--workforce-name workforce-demo --source-ip-config '{"Cidrs":["10.0.0.0/16"]}'

After the sourceIpConfig is set on the workforce, the workers can access the worker portal in VPC but not through public internet.

Note

You can not set the sourceIP restriction for worker portal in VPC.