amazonka-sagemaker-2.0: Amazon SageMaker Service SDK.
Copyright(c) 2013-2023 Brendan Hay
LicenseMozilla Public License, v. 2.0.
MaintainerBrendan Hay
Stabilityauto-generated
Portabilitynon-portable (GHC extensions)
Safe HaskellSafe-Inferred
LanguageHaskell2010

Amazonka.SageMaker.DescribeEndpoint

Description

Returns the description of an endpoint.

Synopsis

Creating a Request

data DescribeEndpoint Source #

See: newDescribeEndpoint smart constructor.

Constructors

DescribeEndpoint' 

Fields

Instances

Instances details
ToJSON DescribeEndpoint Source # 
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ToHeaders DescribeEndpoint Source # 
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ToPath DescribeEndpoint Source # 
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ToQuery DescribeEndpoint Source # 
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AWSRequest DescribeEndpoint Source # 
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Associated Types

type AWSResponse DescribeEndpoint #

Generic DescribeEndpoint Source # 
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Associated Types

type Rep DescribeEndpoint :: Type -> Type #

Read DescribeEndpoint Source # 
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Show DescribeEndpoint Source # 
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NFData DescribeEndpoint Source # 
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Methods

rnf :: DescribeEndpoint -> () #

Eq DescribeEndpoint Source # 
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Hashable DescribeEndpoint Source # 
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type AWSResponse DescribeEndpoint Source # 
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type Rep DescribeEndpoint Source # 
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type Rep DescribeEndpoint = D1 ('MetaData "DescribeEndpoint" "Amazonka.SageMaker.DescribeEndpoint" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "DescribeEndpoint'" 'PrefixI 'True) (S1 ('MetaSel ('Just "endpointName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text)))

newDescribeEndpoint Source #

Create a value of DescribeEndpoint with all optional fields omitted.

Use generic-lens or optics to modify other optional fields.

The following record fields are available, with the corresponding lenses provided for backwards compatibility:

DescribeEndpoint, describeEndpoint_endpointName - The name of the endpoint.

Request Lenses

Destructuring the Response

data DescribeEndpointResponse Source #

See: newDescribeEndpointResponse smart constructor.

Constructors

DescribeEndpointResponse' 

Fields

  • asyncInferenceConfig :: Maybe AsyncInferenceConfig

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

  • dataCaptureConfig :: Maybe DataCaptureConfigSummary
     
  • explainerConfig :: Maybe ExplainerConfig

    The configuration parameters for an explainer.

  • failureReason :: Maybe Text

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

  • lastDeploymentConfig :: Maybe DeploymentConfig

    The most recent deployment configuration for the endpoint.

  • pendingDeploymentSummary :: Maybe 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.

  • productionVariants :: Maybe (NonEmpty ProductionVariantSummary)

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

  • shadowProductionVariants :: Maybe (NonEmpty 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.

  • httpStatus :: Int

    The response's http status code.

  • endpointName :: Text

    Name of the endpoint.

  • endpointArn :: Text

    The Amazon Resource Name (ARN) of the endpoint.

  • endpointConfigName :: Text

    The name of the endpoint configuration associated with this endpoint.

  • endpointStatus :: EndpointStatus

    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.
  • creationTime :: POSIX

    A timestamp that shows when the endpoint was created.

  • lastModifiedTime :: POSIX

    A timestamp that shows when the endpoint was last modified.

Instances

Instances details
Generic DescribeEndpointResponse Source # 
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Associated Types

type Rep DescribeEndpointResponse :: Type -> Type #

Read DescribeEndpointResponse Source # 
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Show DescribeEndpointResponse Source # 
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NFData DescribeEndpointResponse Source # 
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Eq DescribeEndpointResponse Source # 
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type Rep DescribeEndpointResponse Source # 
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type Rep DescribeEndpointResponse = D1 ('MetaData "DescribeEndpointResponse" "Amazonka.SageMaker.DescribeEndpoint" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "DescribeEndpointResponse'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "asyncInferenceConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe AsyncInferenceConfig)) :*: (S1 ('MetaSel ('Just "dataCaptureConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe DataCaptureConfigSummary)) :*: S1 ('MetaSel ('Just "explainerConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ExplainerConfig)))) :*: ((S1 ('MetaSel ('Just "failureReason") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "lastDeploymentConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe DeploymentConfig))) :*: (S1 ('MetaSel ('Just "pendingDeploymentSummary") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe PendingDeploymentSummary)) :*: S1 ('MetaSel ('Just "productionVariants") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (NonEmpty ProductionVariantSummary)))))) :*: (((S1 ('MetaSel ('Just "shadowProductionVariants") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (NonEmpty ProductionVariantSummary))) :*: S1 ('MetaSel ('Just "httpStatus") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Int)) :*: (S1 ('MetaSel ('Just "endpointName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text) :*: S1 ('MetaSel ('Just "endpointArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text))) :*: ((S1 ('MetaSel ('Just "endpointConfigName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text) :*: S1 ('MetaSel ('Just "endpointStatus") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 EndpointStatus)) :*: (S1 ('MetaSel ('Just "creationTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 POSIX) :*: S1 ('MetaSel ('Just "lastModifiedTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 POSIX))))))

newDescribeEndpointResponse Source #

Create a value of DescribeEndpointResponse with all optional fields omitted.

Use generic-lens or optics to modify other optional fields.

The following record fields are available, with the corresponding lenses provided for backwards compatibility:

$sel:asyncInferenceConfig:DescribeEndpointResponse', describeEndpointResponse_asyncInferenceConfig - Returns the description of an endpoint configuration created using the CreateEndpointConfig API.

DescribeEndpointResponse, describeEndpointResponse_dataCaptureConfig - Undocumented member.

$sel:explainerConfig:DescribeEndpointResponse', describeEndpointResponse_explainerConfig - The configuration parameters for an explainer.

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

$sel:lastDeploymentConfig:DescribeEndpointResponse', describeEndpointResponse_lastDeploymentConfig - The most recent deployment configuration for the endpoint.

$sel:pendingDeploymentSummary:DescribeEndpointResponse', describeEndpointResponse_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.

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

DescribeEndpointResponse, describeEndpointResponse_shadowProductionVariants - 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.

$sel:httpStatus:DescribeEndpointResponse', describeEndpointResponse_httpStatus - The response's http status code.

DescribeEndpoint, describeEndpointResponse_endpointName - Name of the endpoint.

DescribeEndpointResponse, describeEndpointResponse_endpointArn - The Amazon Resource Name (ARN) of the endpoint.

DescribeEndpointResponse, describeEndpointResponse_endpointConfigName - The name of the endpoint configuration associated with this endpoint.

DescribeEndpointResponse, describeEndpointResponse_endpointStatus - 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.

DescribeEndpointResponse, describeEndpointResponse_creationTime - A timestamp that shows when the endpoint was created.

DescribeEndpointResponse, describeEndpointResponse_lastModifiedTime - A timestamp that shows when the endpoint was last modified.

Response Lenses

describeEndpointResponse_asyncInferenceConfig :: Lens' DescribeEndpointResponse (Maybe AsyncInferenceConfig) Source #

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

describeEndpointResponse_failureReason :: Lens' DescribeEndpointResponse (Maybe Text) Source #

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

describeEndpointResponse_lastDeploymentConfig :: Lens' DescribeEndpointResponse (Maybe DeploymentConfig) Source #

The most recent deployment configuration for the endpoint.

describeEndpointResponse_pendingDeploymentSummary :: Lens' DescribeEndpointResponse (Maybe PendingDeploymentSummary) Source #

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.

describeEndpointResponse_productionVariants :: Lens' DescribeEndpointResponse (Maybe (NonEmpty ProductionVariantSummary)) Source #

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

describeEndpointResponse_shadowProductionVariants :: Lens' DescribeEndpointResponse (Maybe (NonEmpty ProductionVariantSummary)) Source #

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.

describeEndpointResponse_endpointArn :: Lens' DescribeEndpointResponse Text Source #

The Amazon Resource Name (ARN) of the endpoint.

describeEndpointResponse_endpointConfigName :: Lens' DescribeEndpointResponse Text Source #

The name of the endpoint configuration associated with this endpoint.

describeEndpointResponse_endpointStatus :: Lens' DescribeEndpointResponse EndpointStatus Source #

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.

describeEndpointResponse_creationTime :: Lens' DescribeEndpointResponse UTCTime Source #

A timestamp that shows when the endpoint was created.

describeEndpointResponse_lastModifiedTime :: Lens' DescribeEndpointResponse UTCTime Source #

A timestamp that shows when the endpoint was last modified.