Amazonka.SageMaker.Types.Endpoint

Documentation

data Endpoint

A hosted endpoint for real-time inference.

See: newEndpoint smart constructor.

Constructors

Endpoint'

Fields

• dataCaptureConfig :: Maybe DataCaptureConfigSummary
• failureReason :: Maybe Text

  If the endpoint failed, the reason it failed.

• monitoringSchedules :: Maybe [MonitoringSchedule]

  A list of monitoring schedules for the endpoint. For information about model monitoring, see Amazon SageMaker Model Monitor.

• productionVariants :: Maybe (NonEmpty ProductionVariantSummary)

  A list of the production variants hosted on the endpoint. Each production variant is a model.

• shadowProductionVariants :: Maybe (NonEmpty ProductionVariantSummary)

  A list of the shadow variants hosted on the endpoint. Each shadow variant is a model in shadow mode with production traffic replicated from the proudction variant.

• tags :: Maybe [Tag]

  A list of the tags associated with the endpoint. For more information, see Tagging Amazon Web Services resources in the Amazon Web Services General Reference Guide.

• endpointName :: Text

  The name of the endpoint.

• endpointArn :: Text

  The Amazon Resource Name (ARN) of the endpoint.

• endpointConfigName :: Text

  The endpoint configuration associated with the endpoint.

• endpointStatus :: EndpointStatus

  The status of the endpoint.

• creationTime :: POSIX

  The time that the endpoint was created.

• lastModifiedTime :: POSIX

  The last time the endpoint was modified.

Instances

FromJSON Endpoint

Defined in Amazonka.SageMaker.Types.Endpoint

Methods

parseJSON :: Value -> Parser Endpoint

parseJSONList :: Value -> Parser [Endpoint]

Generic Endpoint

Defined in Amazonka.SageMaker.Types.Endpoint

Associated Types

type Rep Endpoint :: Type -> Type

Methods

from :: Endpoint -> Rep Endpoint x

to :: Rep Endpoint x -> Endpoint

Read Endpoint

Defined in Amazonka.SageMaker.Types.Endpoint

Methods

readsPrec :: Int -> ReadS Endpoint

readList :: ReadS [Endpoint]

readPrec :: ReadPrec Endpoint

readListPrec :: ReadPrec [Endpoint]

Show Endpoint

Defined in Amazonka.SageMaker.Types.Endpoint

Methods

showsPrec :: Int -> Endpoint -> ShowS

show :: Endpoint -> String

showList :: [Endpoint] -> ShowS

NFData Endpoint

Defined in Amazonka.SageMaker.Types.Endpoint

Methods

rnf :: Endpoint -> ()

Eq Endpoint

Defined in Amazonka.SageMaker.Types.Endpoint

Methods

(==) :: Endpoint -> Endpoint -> Bool

(/=) :: Endpoint -> Endpoint -> Bool

Hashable Endpoint

Defined in Amazonka.SageMaker.Types.Endpoint

Methods

hashWithSalt :: Int -> Endpoint -> Int

hash :: Endpoint -> Int

type Rep Endpoint

Defined in Amazonka.SageMaker.Types.Endpoint

type Rep Endpoint = D1 ('MetaData "Endpoint" "Amazonka.SageMaker.Types.Endpoint" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "Endpoint'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "dataCaptureConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe DataCaptureConfigSummary)) :*: (S1 ('MetaSel ('Just "failureReason") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "monitoringSchedules") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [MonitoringSchedule])))) :*: (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 "tags") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [Tag]))))) :*: ((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))))))

newEndpoint

Arguments

:: Text

Endpoint

-> Text

$sel:endpointArn:Endpoint'

-> Text

$sel:endpointConfigName:Endpoint'

-> EndpointStatus

$sel:endpointStatus:Endpoint'

-> UTCTime

Endpoint

-> UTCTime

Endpoint

-> Endpoint

Create a value of Endpoint 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:dataCaptureConfig:Endpoint', endpoint_dataCaptureConfig - Undocumented member.

Endpoint, endpoint_failureReason - If the endpoint failed, the reason it failed.

$sel:monitoringSchedules:Endpoint', endpoint_monitoringSchedules - A list of monitoring schedules for the endpoint. For information about model monitoring, see Amazon SageMaker Model Monitor.

$sel:productionVariants:Endpoint', endpoint_productionVariants - A list of the production variants hosted on the endpoint. Each production variant is a model.

$sel:shadowProductionVariants:Endpoint', endpoint_shadowProductionVariants - A list of the shadow variants hosted on the endpoint. Each shadow variant is a model in shadow mode with production traffic replicated from the proudction variant.

Endpoint, endpoint_tags - A list of the tags associated with the endpoint. For more information, see Tagging Amazon Web Services resources in the Amazon Web Services General Reference Guide.

Endpoint, endpoint_endpointName - The name of the endpoint.

$sel:endpointArn:Endpoint', endpoint_endpointArn - The Amazon Resource Name (ARN) of the endpoint.

$sel:endpointConfigName:Endpoint', endpoint_endpointConfigName - The endpoint configuration associated with the endpoint.

$sel:endpointStatus:Endpoint', endpoint_endpointStatus - The status of the endpoint.

Endpoint, endpoint_creationTime - The time that the endpoint was created.

Endpoint, endpoint_lastModifiedTime - The last time the endpoint was modified.

endpoint_dataCaptureConfig :: Lens' Endpoint (Maybe DataCaptureConfigSummary)

Undocumented member.

endpoint_failureReason :: Lens' Endpoint (Maybe Text)

If the endpoint failed, the reason it failed.

endpoint_monitoringSchedules :: Lens' Endpoint (Maybe [MonitoringSchedule])

A list of monitoring schedules for the endpoint. For information about model monitoring, see Amazon SageMaker Model Monitor.

endpoint_productionVariants :: Lens' Endpoint (Maybe (NonEmpty ProductionVariantSummary))

A list of the production variants hosted on the endpoint. Each production variant is a model.

endpoint_shadowProductionVariants :: Lens' Endpoint (Maybe (NonEmpty ProductionVariantSummary))

A list of the shadow variants hosted on the endpoint. Each shadow variant is a model in shadow mode with production traffic replicated from the proudction variant.

endpoint_tags :: Lens' Endpoint (Maybe [Tag])

A list of the tags associated with the endpoint. For more information, see Tagging Amazon Web Services resources in the Amazon Web Services General Reference Guide.

endpoint_endpointName :: Lens' Endpoint Text

The name of the endpoint.

endpoint_endpointArn :: Lens' Endpoint Text

The Amazon Resource Name (ARN) of the endpoint.

endpoint_endpointConfigName :: Lens' Endpoint Text

The endpoint configuration associated with the endpoint.

endpoint_endpointStatus :: Lens' Endpoint EndpointStatus

The status of the endpoint.

endpoint_creationTime :: Lens' Endpoint UTCTime

The time that the endpoint was created.

endpoint_lastModifiedTime :: Lens' Endpoint UTCTime

The last time the endpoint was modified.