Class: Aws::SageMaker::Types::DescribeEndpointOutput

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DescribeEndpointOutput

Defined in:

gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #async_inference_config ⇒ Types::AsyncInferenceConfig

  Returns the description of an endpoint configuration created using the [ CreateEndpointConfig ][1] API.

• #creation_time ⇒ Time

  A timestamp that shows when the endpoint was created.

• #data_capture_config ⇒ Types::DataCaptureConfigSummary

  The currently active data capture configuration used by your Endpoint.

• #endpoint_arn ⇒ String

  The Amazon Resource Name (ARN) of the endpoint.

• #endpoint_config_name ⇒ String

  The name of the endpoint configuration associated with this endpoint.

• #endpoint_name ⇒ String

  Name of the endpoint.

• #endpoint_status ⇒ String

  The status of the endpoint.

• #explainer_config ⇒ Types::ExplainerConfig

  The configuration parameters for an explainer.

• #failure_reason ⇒ String

  If the status of the endpoint is Failed, the reason why it failed.

• #last_deployment_config ⇒ Types::DeploymentConfig

  The most recent deployment configuration for the endpoint.

• #last_modified_time ⇒ Time

  A timestamp that shows when the endpoint was last modified.

• #pending_deployment_summary ⇒ Types::PendingDeploymentSummary

  Returns the summary of an in-progress deployment.

• #production_variants ⇒ Array<Types::ProductionVariantSummary>

  An array of [ProductionVariantSummary][1] objects, one for each model hosted behind this endpoint.

• #shadow_production_variants ⇒ Array<Types::ProductionVariantSummary>

  An array of [ProductionVariantSummary][1] objects, one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on ProductionVariants.

Instance Attribute Details

#async_inference_config ⇒ Types::AsyncInferenceConfig

Returns the description of an endpoint configuration created using the CreateEndpointConfig API.

Returns:

• (Types::AsyncInferenceConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13202

class DescribeEndpointOutput < Struct.new(
  :endpoint_name,
  :endpoint_arn,
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :endpoint_status,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :last_deployment_config,
  :async_inference_config,
  :pending_deployment_summary,
  :explainer_config,
  :shadow_production_variants)
  SENSITIVE = []
  include Aws::Structure
end

#creation_time ⇒ Time

A timestamp that shows when the endpoint was created.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13202

class DescribeEndpointOutput < Struct.new(
  :endpoint_name,
  :endpoint_arn,
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :endpoint_status,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :last_deployment_config,
  :async_inference_config,
  :pending_deployment_summary,
  :explainer_config,
  :shadow_production_variants)
  SENSITIVE = []
  include Aws::Structure
end

#data_capture_config ⇒ Types::DataCaptureConfigSummary

The currently active data capture configuration used by your Endpoint.

Returns:

• (Types::DataCaptureConfigSummary)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13202

class DescribeEndpointOutput < Struct.new(
  :endpoint_name,
  :endpoint_arn,
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :endpoint_status,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :last_deployment_config,
  :async_inference_config,
  :pending_deployment_summary,
  :explainer_config,
  :shadow_production_variants)
  SENSITIVE = []
  include Aws::Structure
end

#endpoint_arn ⇒ String

The Amazon Resource Name (ARN) of the endpoint.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13202

class DescribeEndpointOutput < Struct.new(
  :endpoint_name,
  :endpoint_arn,
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :endpoint_status,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :last_deployment_config,
  :async_inference_config,
  :pending_deployment_summary,
  :explainer_config,
  :shadow_production_variants)
  SENSITIVE = []
  include Aws::Structure
end

#endpoint_config_name ⇒ String

The name of the endpoint configuration associated with this endpoint.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13202

class DescribeEndpointOutput < Struct.new(
  :endpoint_name,
  :endpoint_arn,
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :endpoint_status,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :last_deployment_config,
  :async_inference_config,
  :pending_deployment_summary,
  :explainer_config,
  :shadow_production_variants)
  SENSITIVE = []
  include Aws::Structure
end

#endpoint_name ⇒ String

Name of the endpoint.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13202

class DescribeEndpointOutput < Struct.new(
  :endpoint_name,
  :endpoint_arn,
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :endpoint_status,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :last_deployment_config,
  :async_inference_config,
  :pending_deployment_summary,
  :explainer_config,
  :shadow_production_variants)
  SENSITIVE = []
  include Aws::Structure
end

#endpoint_status ⇒ String

The status of the endpoint.

• OutOfService: Endpoint is not available to take incoming requests.

• Creating: CreateEndpoint is executing.

• Updating: UpdateEndpoint or UpdateEndpointWeightsAndCapacities is executing.

• SystemUpdating: Endpoint is undergoing maintenance and cannot be updated or deleted or re-scaled until it has completed. This maintenance operation does not change any customer-specified values such as VPC config, KMS encryption, model, instance type, or instance count.

• RollingBack: Endpoint fails to scale up or down or change its variant weight and is in the process of rolling back to its previous configuration. Once the rollback completes, endpoint returns to an InService status. This transitional status only applies to an endpoint that has autoscaling enabled and is undergoing variant weight or capacity changes as part of an UpdateEndpointWeightsAndCapacities call or when the UpdateEndpointWeightsAndCapacities operation is called explicitly.

• InService: Endpoint is available to process incoming requests.

• Deleting: DeleteEndpoint is executing.

• Failed: Endpoint could not be created, updated, or re-scaled. Use the FailureReason value returned by DescribeEndpoint for information about the failure. DeleteEndpoint is the only operation that can be performed on a failed endpoint.

• UpdateRollbackFailed: Both the rolling deployment and auto-rollback failed. Your endpoint is in service with a mix of the old and new endpoint configurations. For information about how to remedy this issue and restore the endpoint's status to InService, see Rolling Deployments.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13202

class DescribeEndpointOutput < Struct.new(
  :endpoint_name,
  :endpoint_arn,
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :endpoint_status,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :last_deployment_config,
  :async_inference_config,
  :pending_deployment_summary,
  :explainer_config,
  :shadow_production_variants)
  SENSITIVE = []
  include Aws::Structure
end

#explainer_config ⇒ Types::ExplainerConfig

The configuration parameters for an explainer.

Returns:

• (Types::ExplainerConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13202

class DescribeEndpointOutput < Struct.new(
  :endpoint_name,
  :endpoint_arn,
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :endpoint_status,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :last_deployment_config,
  :async_inference_config,
  :pending_deployment_summary,
  :explainer_config,
  :shadow_production_variants)
  SENSITIVE = []
  include Aws::Structure
end

#failure_reason ⇒ String

If the status of the endpoint is Failed, the reason why it failed.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13202

class DescribeEndpointOutput < Struct.new(
  :endpoint_name,
  :endpoint_arn,
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :endpoint_status,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :last_deployment_config,
  :async_inference_config,
  :pending_deployment_summary,
  :explainer_config,
  :shadow_production_variants)
  SENSITIVE = []
  include Aws::Structure
end

#last_deployment_config ⇒ Types::DeploymentConfig

The most recent deployment configuration for the endpoint.

Returns:

• (Types::DeploymentConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13202

class DescribeEndpointOutput < Struct.new(
  :endpoint_name,
  :endpoint_arn,
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :endpoint_status,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :last_deployment_config,
  :async_inference_config,
  :pending_deployment_summary,
  :explainer_config,
  :shadow_production_variants)
  SENSITIVE = []
  include Aws::Structure
end

#last_modified_time ⇒ Time

A timestamp that shows when the endpoint was last modified.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13202

class DescribeEndpointOutput < Struct.new(
  :endpoint_name,
  :endpoint_arn,
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :endpoint_status,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :last_deployment_config,
  :async_inference_config,
  :pending_deployment_summary,
  :explainer_config,
  :shadow_production_variants)
  SENSITIVE = []
  include Aws::Structure
end

#pending_deployment_summary ⇒ Types::PendingDeploymentSummary

Returns the summary of an in-progress deployment. This field is only returned when the endpoint is creating or updating with a new endpoint configuration.

Returns:

• (Types::PendingDeploymentSummary)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13202

class DescribeEndpointOutput < Struct.new(
  :endpoint_name,
  :endpoint_arn,
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :endpoint_status,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :last_deployment_config,
  :async_inference_config,
  :pending_deployment_summary,
  :explainer_config,
  :shadow_production_variants)
  SENSITIVE = []
  include Aws::Structure
end

#production_variants ⇒ Array<Types::ProductionVariantSummary>

An array of ProductionVariantSummary objects, one for each model hosted behind this endpoint.

Returns:

• (Array<Types::ProductionVariantSummary>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13202

class DescribeEndpointOutput < Struct.new(
  :endpoint_name,
  :endpoint_arn,
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :endpoint_status,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :last_deployment_config,
  :async_inference_config,
  :pending_deployment_summary,
  :explainer_config,
  :shadow_production_variants)
  SENSITIVE = []
  include Aws::Structure
end

#shadow_production_variants ⇒ Array<Types::ProductionVariantSummary>

An array of ProductionVariantSummary objects, one for each model that you want to host at this endpoint in shadow mode with production traffic replicated from the model specified on ProductionVariants.

Returns:

• (Array<Types::ProductionVariantSummary>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 13202

class DescribeEndpointOutput < Struct.new(
  :endpoint_name,
  :endpoint_arn,
  :endpoint_config_name,
  :production_variants,
  :data_capture_config,
  :endpoint_status,
  :failure_reason,
  :creation_time,
  :last_modified_time,
  :last_deployment_config,
  :async_inference_config,
  :pending_deployment_summary,
  :explainer_config,
  :shadow_production_variants)
  SENSITIVE = []
  include Aws::Structure
end