AWS::SageMaker::Endpoint DeploymentConfig

The deployment configuration for an endpoint, which contains the desired deployment strategy and rollback configurations.

Syntax

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

JSON

{
  "AutoRollbackConfiguration" : AutoRollbackConfig,
  "BlueGreenUpdatePolicy" : BlueGreenUpdatePolicy,
  "RollingUpdatePolicy" : RollingUpdatePolicy
}

YAML

  AutoRollbackConfiguration: 
    AutoRollbackConfig
  BlueGreenUpdatePolicy: 
    BlueGreenUpdatePolicy
  RollingUpdatePolicy: 
    RollingUpdatePolicy

Properties

AutoRollbackConfiguration

Automatic rollback configuration for handling endpoint deployment failures and recovery.

Required: No

Type: AutoRollbackConfig

Update requires: No interruption

BlueGreenUpdatePolicy

Update policy for a blue/green deployment. If this update policy is specified, SageMaker creates a new fleet during the deployment while maintaining the old fleet. SageMaker flips traffic to the new fleet according to the specified traffic routing configuration. Only one update policy should be used in the deployment configuration. If no update policy is specified, SageMaker uses a blue/green deployment strategy with all at once traffic shifting by default.

Required: No

Type: BlueGreenUpdatePolicy

Update requires: No interruption

RollingUpdatePolicy

Specifies a rolling deployment strategy for updating a SageMaker endpoint.

Required: No

Type: RollingUpdatePolicy

Update requires: No interruption