Copyright	(c) 2013-2023 Brendan Hay
License	Mozilla Public License, v. 2.0.
Maintainer	Brendan Hay
Stability	auto-generated
Portability	non-portable (GHC extensions)
Safe Haskell	Safe-Inferred
Language	Haskell2010

Amazonka.SageMaker.Types.RecommendationJobStoppingConditions

Description

Documentation

data RecommendationJobStoppingConditions Source #

Specifies conditions for stopping a job. When a job reaches a stopping condition limit, SageMaker ends the job.

See: newRecommendationJobStoppingConditions smart constructor.

Constructors

RecommendationJobStoppingConditions'

Fields

maxInvocations :: Maybe Int
The maximum number of requests per minute expected for the endpoint.
modelLatencyThresholds :: Maybe (NonEmpty ModelLatencyThreshold)
The interval of time taken by a model to respond as viewed from SageMaker. The interval includes the local communication time taken to send the request and to fetch the response from the container of a model and the time taken to complete the inference in the container.

Instances

Instances details

FromJSON RecommendationJobStoppingConditions Source #
Instance details Defined in Amazonka.SageMaker.Types.RecommendationJobStoppingConditions Methods parseJSON :: Value -> Parser RecommendationJobStoppingConditions # parseJSONList :: Value -> Parser [RecommendationJobStoppingConditions] #
ToJSON RecommendationJobStoppingConditions Source #
Instance details Defined in Amazonka.SageMaker.Types.RecommendationJobStoppingConditions Methods toJSON :: RecommendationJobStoppingConditions -> Value # toEncoding :: RecommendationJobStoppingConditions -> Encoding # toJSONList :: [RecommendationJobStoppingConditions] -> Value # toEncodingList :: [RecommendationJobStoppingConditions] -> Encoding #
Generic RecommendationJobStoppingConditions Source #
Instance details Defined in Amazonka.SageMaker.Types.RecommendationJobStoppingConditions Associated Types type Rep RecommendationJobStoppingConditions :: Type -> Type # Methods from :: RecommendationJobStoppingConditions -> Rep RecommendationJobStoppingConditions x # to :: Rep RecommendationJobStoppingConditions x -> RecommendationJobStoppingConditions #
Read RecommendationJobStoppingConditions Source #
Instance details Defined in Amazonka.SageMaker.Types.RecommendationJobStoppingConditions Methods readsPrec :: Int -> ReadS RecommendationJobStoppingConditions # readList :: ReadS [RecommendationJobStoppingConditions] # readPrec :: ReadPrec RecommendationJobStoppingConditions # readListPrec :: ReadPrec [RecommendationJobStoppingConditions] #
Show RecommendationJobStoppingConditions Source #
Instance details Defined in Amazonka.SageMaker.Types.RecommendationJobStoppingConditions Methods showsPrec :: Int -> RecommendationJobStoppingConditions -> ShowS # show :: RecommendationJobStoppingConditions -> String # showList :: [RecommendationJobStoppingConditions] -> ShowS #
NFData RecommendationJobStoppingConditions Source #
Instance details Defined in Amazonka.SageMaker.Types.RecommendationJobStoppingConditions Methods rnf :: RecommendationJobStoppingConditions -> () #
Eq RecommendationJobStoppingConditions Source #
Instance details Defined in Amazonka.SageMaker.Types.RecommendationJobStoppingConditions Methods (==) :: RecommendationJobStoppingConditions -> RecommendationJobStoppingConditions -> Bool # (/=) :: RecommendationJobStoppingConditions -> RecommendationJobStoppingConditions -> Bool #
Hashable RecommendationJobStoppingConditions Source #
Instance details Defined in Amazonka.SageMaker.Types.RecommendationJobStoppingConditions Methods hashWithSalt :: Int -> RecommendationJobStoppingConditions -> Int # hash :: RecommendationJobStoppingConditions -> Int #
type Rep RecommendationJobStoppingConditions Source #
Instance details Defined in Amazonka.SageMaker.Types.RecommendationJobStoppingConditions type Rep RecommendationJobStoppingConditions = D1 ('MetaData "RecommendationJobStoppingConditions" "Amazonka.SageMaker.Types.RecommendationJobStoppingConditions" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "RecommendationJobStoppingConditions'" 'PrefixI 'True) (S1 ('MetaSel ('Just "maxInvocations") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Int)) :*: S1 ('MetaSel ('Just "modelLatencyThresholds") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (NonEmpty ModelLatencyThreshold)))))

newRecommendationJobStoppingConditions :: RecommendationJobStoppingConditions Source #

Create a value of RecommendationJobStoppingConditions 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:maxInvocations:RecommendationJobStoppingConditions', recommendationJobStoppingConditions_maxInvocations - The maximum number of requests per minute expected for the endpoint.

$sel:modelLatencyThresholds:RecommendationJobStoppingConditions', recommendationJobStoppingConditions_modelLatencyThresholds - The interval of time taken by a model to respond as viewed from SageMaker. The interval includes the local communication time taken to send the request and to fetch the response from the container of a model and the time taken to complete the inference in the container.

recommendationJobStoppingConditions_maxInvocations :: Lens' RecommendationJobStoppingConditions (Maybe Int) Source #

The maximum number of requests per minute expected for the endpoint.

recommendationJobStoppingConditions_modelLatencyThresholds :: Lens' RecommendationJobStoppingConditions (Maybe (NonEmpty ModelLatencyThreshold)) Source #

The interval of time taken by a model to respond as viewed from SageMaker. The interval includes the local communication time taken to send the request and to fetch the response from the container of a model and the time taken to complete the inference in the container.