NAME

Paws::SageMaker::UpdateEndpoint - Arguments for method UpdateEndpoint on Paws::SageMaker

DESCRIPTION

This class represents the parameters used for calling the method UpdateEndpoint on the Amazon SageMaker Service service. Use the attributes of this class as arguments to method UpdateEndpoint.

You shouldn't make instances of this class. Each attribute should be used as a named argument in the call to UpdateEndpoint.

SYNOPSIS

    my $api.sagemaker = Paws->service('SageMaker');
    my $UpdateEndpointOutput = $api . sagemaker->UpdateEndpoint(
      EndpointConfigName => 'MyEndpointConfigName',
      EndpointName       => 'MyEndpointName',
      DeploymentConfig   => {
        BlueGreenUpdatePolicy => {
          TrafficRoutingConfiguration => {
            Type => 'ALL_AT_ONCE',         # values: ALL_AT_ONCE, CANARY
            WaitIntervalInSeconds => 1,    # max: 3600
            CanarySize            => {
              Type =>
                'INSTANCE_COUNT',    # values: INSTANCE_COUNT, CAPACITY_PERCENT
              Value => 1,            # min: 1
            },    # OPTIONAL
          },
          MaximumExecutionTimeoutInSeconds =>
            1,    # min: 600, max: 14400; OPTIONAL
          TerminationWaitInSeconds => 1,    # max: 3600; OPTIONAL
        },
        AutoRollbackConfiguration => {
          Alarms => [
            {
              AlarmName => 'MyAlarmName',    # min: 1, max: 255; OPTIONAL
            },
            ...
          ],    # min: 1, max: 10; OPTIONAL
        },    # OPTIONAL
      },    # OPTIONAL
      ExcludeRetainedVariantProperties => [
        {
          VariantPropertyType => 'DesiredInstanceCount'
          ,    # values: DesiredInstanceCount, DesiredWeight, DataCaptureConfig
        },
        ...
      ],    # OPTIONAL
      RetainAllVariantProperties => 1,    # OPTIONAL
    );
    # Results:
    my $EndpointArn = $UpdateEndpointOutput->EndpointArn;
    # Returns a L<Paws::SageMaker::UpdateEndpointOutput> object.

Values for attributes that are native types (Int, String, Float, etc) can passed as-is (scalar values). Values for complex Types (objects) can be passed as a HashRef. The keys and values of the hashref will be used to instance the underlying object. For the AWS API documentation, see <https://docs.aws.amazon.com/goto/WebAPI/api.sagemaker/UpdateEndpoint>

ATTRIBUTES

DeploymentConfig => Paws::SageMaker::DeploymentConfig

The deployment configuration for the endpoint to be updated.

REQUIRED EndpointConfigName => Str

The name of the new endpoint configuration.

REQUIRED EndpointName => Str

The name of the endpoint whose configuration you want to update.

ExcludeRetainedVariantProperties => ArrayRef[Paws::SageMaker::VariantProperty]

When you are updating endpoint resources with UpdateEndpointInput$RetainAllVariantProperties, whose value is set to "true", "ExcludeRetainedVariantProperties" specifies the list of type VariantProperty to override with the values provided by "EndpointConfig". If you don't specify a value for "ExcludeAllVariantProperties", no variant properties are overridden.

RetainAllVariantProperties => Bool

When updating endpoint resources, enables or disables the retention of variant properties (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_VariantProperty.html), such as the instance count or the variant weight. To retain the variant properties of an endpoint when updating it, set "RetainAllVariantProperties" to "true". To use the variant properties specified in a new "EndpointConfig" call when updating an endpoint, set "RetainAllVariantProperties" to "false". The default is "false".

BUGS and CONTRIBUTIONS

The source code is located here: <https://github.com/pplu/aws-sdk-perl>

Please report bugs to: <https://github.com/pplu/aws-sdk-perl/issues>