Interface CfnEndpoint.IDeploymentConfigProperty

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

Namespace: Amazon.CDK.AWS.Sagemaker
Assembly: Amazon.CDK.Lib.dll
Syntax (csharp)
public interface IDeploymentConfigProperty
Syntax (vb)
Public Interface IDeploymentConfigProperty
Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-deploymentconfig.html

ExampleMetadata: fixture=_generated

Examples
// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
using Amazon.CDK.AWS.Sagemaker;

var deploymentConfigProperty = new DeploymentConfigProperty {
    AutoRollbackConfiguration = new AutoRollbackConfigProperty {
        Alarms = new [] { new AlarmProperty {
            AlarmName = "alarmName"
        } }
    },
    BlueGreenUpdatePolicy = new BlueGreenUpdatePolicyProperty {
        TrafficRoutingConfiguration = new TrafficRoutingConfigProperty {
            Type = "type",

            // the properties below are optional
            CanarySize = new CapacitySizeProperty {
                Type = "type",
                Value = 123
            },
            LinearStepSize = new CapacitySizeProperty {
                Type = "type",
                Value = 123
            },
            WaitIntervalInSeconds = 123
        },

        // the properties below are optional
        MaximumExecutionTimeoutInSeconds = 123,
        TerminationWaitInSeconds = 123
    },
    RollingUpdatePolicy = new RollingUpdatePolicyProperty {
        MaximumBatchSize = new CapacitySizeProperty {
            Type = "type",
            Value = 123
        },
        WaitIntervalInSeconds = 123,

        // the properties below are optional
        MaximumExecutionTimeoutInSeconds = 123,
        RollbackMaximumBatchSize = new CapacitySizeProperty {
            Type = "type",
            Value = 123
        }
    }
};

Synopsis

Properties

AutoRollbackConfiguration

Automatic rollback configuration for handling endpoint deployment failures and recovery.
BlueGreenUpdatePolicy

Update policy for a blue/green deployment.
RollingUpdatePolicy

Specifies a rolling deployment strategy for updating a SageMaker endpoint.

Properties

AutoRollbackConfiguration

Automatic rollback configuration for handling endpoint deployment failures and recovery.

virtual object AutoRollbackConfiguration { get; }
Property Value

System.Object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-deploymentconfig.html#cfn-sagemaker-endpoint-deploymentconfig-autorollbackconfiguration

BlueGreenUpdatePolicy

Update policy for a blue/green deployment.

virtual object BlueGreenUpdatePolicy { get; }
Property Value

System.Object

Remarks

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.

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-deploymentconfig.html#cfn-sagemaker-endpoint-deploymentconfig-bluegreenupdatepolicy

RollingUpdatePolicy

Specifies a rolling deployment strategy for updating a SageMaker endpoint.

virtual object RollingUpdatePolicy { get; }
Property Value

System.Object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-endpoint-deploymentconfig.html#cfn-sagemaker-endpoint-deploymentconfig-rollingupdatepolicy