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.

SEE ALSO

This class forms part of Paws, documenting arguments for method UpdateEndpoint in Paws::SageMaker

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