[ aws . sagemaker ]

describe-endpoint

Description

Returns the description of an endpoint.

See also: AWS API Documentation

See ‘aws help’ for descriptions of global parameters.

Synopsis

  describe-endpoint
--endpoint-name <value>
[--cli-input-json | --cli-input-yaml]
[--generate-cli-skeleton <value>]

Options

--endpoint-name (string)

The name of the endpoint.

--cli-input-json | --cli-input-yaml (string) Reads arguments from the JSON string provided. The JSON string follows the format provided by --generate-cli-skeleton. If other arguments are provided on the command line, those values will override the JSON-provided values. It is not possible to pass arbitrary binary values using a JSON-provided value as the string will be taken literally. This may not be specified along with --cli-input-yaml.

--generate-cli-skeleton (string) Prints a JSON skeleton to standard output without sending an API request. If provided with no value or the value input, prints a sample input JSON that can be used as an argument for --cli-input-json. Similarly, if provided yaml-input it will print a sample input YAML that can be used with --cli-input-yaml. If provided with the value output, it validates the command inputs and returns a sample output JSON for that command.

See ‘aws help’ for descriptions of global parameters.

Output

EndpointName -> (string)

Name of the endpoint.

EndpointArn -> (string)

The Amazon Resource Name (ARN) of the endpoint.

EndpointConfigName -> (string)

The name of the endpoint configuration associated with this endpoint.

ProductionVariants -> (list)

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

(structure)

Describes weight and capacities for a production variant associated with an endpoint. If you sent a request to the UpdateEndpointWeightsAndCapacities API and the endpoint status is Updating , you get different desired and current values.

VariantName -> (string)

The name of the variant.

DeployedImages -> (list)

An array of DeployedImage objects that specify the Amazon EC2 Container Registry paths of the inference images deployed on instances of this ProductionVariant .

(structure)

Gets the Amazon EC2 Container Registry path of the docker image of the model that is hosted in this ProductionVariant .

If you used the registry/repository[:tag] form to specify the image path of the primary container when you created the model hosted in this ProductionVariant , the path resolves to a path of the form registry/repository[@digest] . A digest is a hash value that identifies a specific version of an image. For information about Amazon ECR paths, see Pulling an Image in the Amazon ECR User Guide .

SpecifiedImage -> (string)

The image path you specified when you created the model.

ResolvedImage -> (string)

The specific digest path of the image hosted in this ProductionVariant .

ResolutionTime -> (timestamp)

The date and time when the image path for the model resolved to the ResolvedImage

CurrentWeight -> (float)

The weight associated with the variant.

DesiredWeight -> (float)

The requested weight, as specified in the UpdateEndpointWeightsAndCapacities request.

CurrentInstanceCount -> (integer)

The number of instances associated with the variant.

DesiredInstanceCount -> (integer)

The number of instances requested in the UpdateEndpointWeightsAndCapacities request.

DataCaptureConfig -> (structure)

EnableCapture -> (boolean)

CaptureStatus -> (string)

CurrentSamplingPercentage -> (integer)

DestinationS3Uri -> (string)

KmsKeyId -> (string)

EndpointStatus -> (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 DescribeEndpointOutput$FailureReason for information about the failure. DeleteEndpoint is the only operation that can be performed on a failed endpoint.

FailureReason -> (string)

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

CreationTime -> (timestamp)

A timestamp that shows when the endpoint was created.

LastModifiedTime -> (timestamp)

A timestamp that shows when the endpoint was last modified.

LastDeploymentConfig -> (structure)

The most recent deployment configuration for the endpoint.

BlueGreenUpdatePolicy -> (structure)

TrafficRoutingConfiguration -> (structure)

Type -> (string)

WaitIntervalInSeconds -> (integer)

CanarySize -> (structure)

Type -> (string)

This API is not supported.

Value -> (integer)

TerminationWaitInSeconds -> (integer)

MaximumExecutionTimeoutInSeconds -> (integer)

AutoRollbackConfiguration -> (structure)

Alarms -> (list)

(structure)

This API is not supported.

AlarmName -> (string)

AsyncInferenceConfig -> (structure)

Returns the description of an endpoint configuration created using the ` CreateEndpointConfig https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateEndpointConfig.html`__ API.

ClientConfig -> (structure)

Configures the behavior of the client used by Amazon SageMaker to interact with the model container during asynchronous inference.

MaxConcurrentInvocationsPerInstance -> (integer)

The maximum number of concurrent requests sent by the SageMaker client to the model container. If no value is provided, Amazon SageMaker will choose an optimal value for you.

OutputConfig -> (structure)

Specifies the configuration for asynchronous inference invocation outputs.

KmsKeyId -> (string)

The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt the asynchronous inference output in Amazon S3.

S3OutputPath -> (string)

The Amazon S3 location to upload inference responses to.

NotificationConfig -> (structure)

Specifies the configuration for notifications of inference results for asynchronous inference.

SuccessTopic -> (string)

Amazon SNS topic to post a notification to when inference completes successfully. If no topic is provided, no notification is sent on success.

ErrorTopic -> (string)

Amazon SNS topic to post a notification to when inference fails. If no topic is provided, no notification is sent on failure.