AWS::SageMaker::UserProfile ResourceSpec - AWS CloudFormation
SyntaxProperties

AWS::SageMaker::UserProfile ResourceSpec

Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

Note

When both SageMakerImageVersionArn and SageMakerImageArn are passed, SageMakerImageVersionArn is used. Any updates to SageMakerImageArn will not take effect if SageMakerImageVersionArn already exists in the ResourceSpec because SageMakerImageVersionArn always takes precedence. To clear the value set for SageMakerImageVersionArn, pass None as the value.

Syntax

To declare this entity in your AWS CloudFormation template, use the following syntax:

JSON

{
  "InstanceType" : String,
  "LifecycleConfigArn" : String,
  "SageMakerImageArn" : String,
  "SageMakerImageVersionArn" : String
}

Properties

InstanceType

The instance type that the image version runs on.

Note

JupyterServer apps only support the system value.

For KernelGateway apps, the system value is translated to ml.t3.medium. KernelGateway apps also support all other values for available instance types.

Required: No

Type: String

Allowed values: system | ml.t3.micro | ml.t3.small | ml.t3.medium | ml.t3.large | ml.t3.xlarge | ml.t3.2xlarge | ml.m5.large | ml.m5.xlarge | ml.m5.2xlarge | ml.m5.4xlarge | ml.m5.8xlarge | ml.m5.12xlarge | ml.m5.16xlarge | ml.m5.24xlarge | ml.c5.large | ml.c5.xlarge | ml.c5.2xlarge | ml.c5.4xlarge | ml.c5.9xlarge | ml.c5.12xlarge | ml.c5.18xlarge | ml.c5.24xlarge | ml.p3.2xlarge | ml.p3.8xlarge | ml.p3.16xlarge | ml.g4dn.xlarge | ml.g4dn.2xlarge | ml.g4dn.4xlarge | ml.g4dn.8xlarge | ml.g4dn.12xlarge | ml.g4dn.16xlarge | ml.r5.large | ml.r5.xlarge | ml.r5.2xlarge | ml.r5.4xlarge | ml.r5.8xlarge | ml.r5.12xlarge | ml.r5.16xlarge | ml.r5.24xlarge | ml.p3dn.24xlarge | ml.m5d.large | ml.m5d.xlarge | ml.m5d.2xlarge | ml.m5d.4xlarge | ml.m5d.8xlarge | ml.m5d.12xlarge | ml.m5d.16xlarge | ml.m5d.24xlarge | ml.g5.xlarge | ml.g5.2xlarge | ml.g5.4xlarge | ml.g5.8xlarge | ml.g5.12xlarge | ml.g5.16xlarge | ml.g5.24xlarge | ml.g5.48xlarge | ml.p4d.24xlarge | ml.p4de.24xlarge | ml.geospatial.interactive | ml.trn1.2xlarge | ml.trn1.32xlarge | ml.trn1n.32xlarge

Update requires: No interruption

LifecycleConfigArn

The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

Required: No

Type: String

Pattern: arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:studio-lifecycle-config/.*

Maximum: 256

Update requires: No interruption

SageMakerImageArn

The ARN of the SageMaker AI image that the image version belongs to.

Required: No

Type: String

Pattern: ^arn:aws(-[\w]+)*:sagemaker:.+:[0-9]{12}:image/[a-z0-9]([-.]?[a-z0-9])*$

Maximum: 256

Update requires: No interruption

SageMakerImageVersionArn

The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

Required: No

Type: String

Pattern: ^arn:aws(-[\w]+)*:sagemaker:.+:[0-9]{12}:image-version/[a-z0-9]([-.]?[a-z0-9])*/[0-9]+$

Maximum: 256

Update requires: No interruption