Class: Aws::SageMaker::Types::DeploymentConfig

Inherits:

Struct

Object
Struct
Aws::SageMaker::Types::DeploymentConfig

show all

Defined in:: gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

Note:

When making an API call, you may pass DeploymentConfig data as a hash:

{
  blue_green_update_policy: { # required
    traffic_routing_configuration: { # required
      type: "ALL_AT_ONCE", # required, accepts ALL_AT_ONCE, CANARY, LINEAR
      wait_interval_in_seconds: 1, # required
      canary_size: {
        type: "INSTANCE_COUNT", # required, accepts INSTANCE_COUNT, CAPACITY_PERCENT
        value: 1, # required
      },
      linear_step_size: {
        type: "INSTANCE_COUNT", # required, accepts INSTANCE_COUNT, CAPACITY_PERCENT
        value: 1, # required
      },
    },
    termination_wait_in_seconds: 1,
    maximum_execution_timeout_in_seconds: 1,
  },
  auto_rollback_configuration: {
    alarms: [
      {
        alarm_name: "AlarmName",
      },
    ],
  },
}

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

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

#auto_rollback_configuration ⇒ Types::AutoRollbackConfig
Automatic rollback configuration for handling endpoint deployment failures and recovery.
#blue_green_update_policy ⇒ Types::BlueGreenUpdatePolicy
Update policy for a blue/green deployment.

Instance Attribute Details

#auto_rollback_configuration ⇒ `Types::AutoRollbackConfig`

Automatic rollback configuration for handling endpoint deployment failures and recovery.

Returns:

(Types::AutoRollbackConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 12122

class DeploymentConfig < Struct.new(
  :blue_green_update_policy,
  :auto_rollback_configuration)
  SENSITIVE = []
  include Aws::Structure
end

#blue_green_update_policy ⇒ `Types::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.