AWS::SageMaker::NotebookInstanceLifecycleConfig - AWS CloudFormation

AWS::SageMaker::NotebookInstanceLifecycleConfig

The AWS::SageMaker::NotebookInstanceLifecycleConfig resource creates shell scripts that run when you create and/or start a notebook instance. For information about notebook instance lifecycle configurations, see Customize a Notebook Instance in the Amazon SageMaker Developer Guide.

Syntax

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

JSON

{ "Type" : "AWS::SageMaker::NotebookInstanceLifecycleConfig", "Properties" : { "NotebookInstanceLifecycleConfigName" : String, "OnCreate" : [ NotebookInstanceLifecycleHook, ... ], "OnStart" : [ NotebookInstanceLifecycleHook, ... ] } }

YAML

Type: AWS::SageMaker::NotebookInstanceLifecycleConfig Properties: NotebookInstanceLifecycleConfigName: String OnCreate: - NotebookInstanceLifecycleHook OnStart: - NotebookInstanceLifecycleHook

Properties

NotebookInstanceLifecycleConfigName

The name of the lifecycle configuration.

Required: No

Type: String

Maximum: 63

Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9])*

Update requires: Replacement

OnCreate

A shell script that runs only once, when you create a notebook instance. The shell script must be a base64-encoded string.

Required: No

Type: List of NotebookInstanceLifecycleHook

Maximum: 1

Update requires: No interruption

OnStart

A shell script that runs every time you start a notebook instance, including when you create the notebook instance. The shell script must be a base64-encoded string.

Required: No

Type: List of NotebookInstanceLifecycleHook

Maximum: 1

Update requires: No interruption

Return values

Ref

When you pass the logical ID of this resource to the intrinsic Ref function, Ref returns the Amazon Resource Name (ARN) of the endpoint configuration, such as arn:aws:sagemaker:us-west-2:012345678901:notebook-instance-lifecycle-config/mylifecycleconfig

For more information about using the Ref function, see Ref.

Fn::GetAtt

The Fn::GetAtt intrinsic function returns a value for a specified attribute of this type. The following are the available attributes and sample return values.

For more information about using the Fn::GetAtt intrinsic function, see Fn::GetAtt.

Fn::GetAtt returns a value for a specified attribute of this type. The following are the available attributes and sample return values.

NotebookInstanceLifecycleConfigName

The name of the lifecycle configuration, such as MyLifecycleConfig.

Examples

SageMaker NotebookInstanceLifecycleConfig Example

The following example creates a notebook instance with an associated lifecycle configuration.

JSON

{ "Description": "Basic NotebookInstance test", "Resources": { "BasicNotebookInstance": { "Type": "AWS::SageMaker::NotebookInstance", "Properties": { "InstanceType": "ml.t2.medium", "RoleArn": { "Fn::GetAtt" : [ "ExecutionRole", "Arn" ] }, "LifecycleConfigName": { "Fn::GetAtt" : [ "BasicNotebookInstanceLifecycleConfig", "NotebookInstanceLifecycleConfigName" ] } }, "BasicNotebookInstanceLifecycleConfig": { "Type": "AWS::SageMaker::NotebookInstanceLifecycleConfig", "Properties": { "OnStart": [ { "Content": { "Fn::Base64": "echo 'hello'" } } ] } }, "ExecutionRole": { "Type": "AWS::IAM::Role", "Properties": { "AssumeRolePolicyDocument": { "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Principal": { "Service": [ "sagemaker.amazonaws.com" ] }, "Action": [ "sts:AssumeRole" ] } ] }, "Path": "/", "Policies": [ { "PolicyName": "root", "PolicyDocument": { "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Action": "*", "Resource": "*" } ] } } ] } } }, "Outputs": { "BasicNotebookInstanceId": { "Value": { "Ref" : "BasicNotebookInstance" } }, "BasicNotebookInstanceLifecycleConfigId": { "Value": { "Ref" : "BasicNotebookInstanceLifecycleConfig" } } }, }

YAML

Description: "Basic NotebookInstance test" Resources: BasicNotebookInstance: Type: "AWS::SageMaker::NotebookInstance" Properties: InstanceType: "ml.t2.medium" RoleArn: !GetAtt ExecutionRole.Arn LifecycleConfigName: !GetAtt BasicNotebookInstanceLifecycleConfig.NotebookInstanceLifecycleConfigName BasicNotebookInstanceLifecycleConfig: Type: "AWS::SageMaker::NotebookInstanceLifecycleConfig" Properties: OnStart: - Content: Fn::Base64: "echo 'hello'" ExecutionRole: Type: "AWS::IAM::Role" Properties: AssumeRolePolicyDocument: Version: "2012-10-17" Statement: - Effect: "Allow" Principal: Service: - "sagemaker.amazonaws.com" Action: - "sts:AssumeRole" Path: "/" Policies: - PolicyName: "root" PolicyDocument: Version: "2012-10-17" Statement: - Effect: "Allow" Action: "*" Resource: "*" Outputs: BasicNotebookInstanceId: Value: !Ref BasicNotebookInstance BasicNotebookInstanceLifecycleConfigId: Value: !Ref BasicNotebookInstanceLifecycleConfig