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

Inherits:

Struct

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

show all

Includes:: Aws::Structure

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

Overview

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

#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] objects, one for each model hosted behind this endpoint.
#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`.

Instance Attribute Details

#async_inference_config ⇒ `Types::AsyncInferenceConfig`

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

[1]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateEndpointConfig.html

Returns:

(Types::AsyncInferenceConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13216

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 'lib/aws-sdk-sagemaker/types.rb', line 13216

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 'lib/aws-sdk-sagemaker/types.rb', line 13216

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 'lib/aws-sdk-sagemaker/types.rb', line 13216

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 'lib/aws-sdk-sagemaker/types.rb', line 13216

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 'lib/aws-sdk-sagemaker/types.rb', line 13216

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][3

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][3

call or when the

UpdateEndpointWeightsAndCapacities][3

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].

[1]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateEndpoint.html [2]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_UpdateEndpoint.html [3]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_UpdateEndpointWeightsAndCapacities.html [4]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_DeleteEndpoint.html [5]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeEndpoint.html [6]: docs.aws.amazon.com/sagemaker/latest/dg/deployment-guardrails-rolling.html

Returns:

(String)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13216

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 'lib/aws-sdk-sagemaker/types.rb', line 13216

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 'lib/aws-sdk-sagemaker/types.rb', line 13216

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 'lib/aws-sdk-sagemaker/types.rb', line 13216

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 'lib/aws-sdk-sagemaker/types.rb', line 13216

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 'lib/aws-sdk-sagemaker/types.rb', line 13216

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.

[1]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_ProductionVariantSummary.html

Returns:

(Array<Types::ProductionVariantSummary>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13216

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`.

[1]: docs.aws.amazon.com/sagemaker/latest/APIReference/API_ProductionVariantSummary.html

Returns:

(Array<Types::ProductionVariantSummary>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 13216

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

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

Overview

Constant Summary collapse

Instance Attribute Summary collapse

Instance Attribute Details

#async_inference_config ⇒ Types::AsyncInferenceConfig

#creation_time ⇒ Time

#data_capture_config ⇒ Types::DataCaptureConfigSummary

#endpoint_arn ⇒ String

#endpoint_config_name ⇒ String

#endpoint_name ⇒ String

#endpoint_status ⇒ String

#explainer_config ⇒ Types::ExplainerConfig

#failure_reason ⇒ String

#last_deployment_config ⇒ Types::DeploymentConfig

#last_modified_time ⇒ Time

#pending_deployment_summary ⇒ Types::PendingDeploymentSummary

#production_variants ⇒ Array<Types::ProductionVariantSummary>

#shadow_production_variants ⇒ Array<Types::ProductionVariantSummary>

#async_inference_config ⇒ `Types::AsyncInferenceConfig`

#creation_time ⇒ `Time`

#data_capture_config ⇒ `Types::DataCaptureConfigSummary`

#endpoint_arn ⇒ `String`

#endpoint_config_name ⇒ `String`

#endpoint_name ⇒ `String`

#endpoint_status ⇒ `String`

#explainer_config ⇒ `Types::ExplainerConfig`

#failure_reason ⇒ `String`

#last_deployment_config ⇒ `Types::DeploymentConfig`

#last_modified_time ⇒ `Time`

#pending_deployment_summary ⇒ `Types::PendingDeploymentSummary`

#production_variants ⇒ `Array<Types::ProductionVariantSummary>`

#shadow_production_variants ⇒ `Array<Types::ProductionVariantSummary>`