Amazonka.SageMaker.Types.RecommendationJobStoppingConditions

Documentation

data RecommendationJobStoppingConditions

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

FromJSON RecommendationJobStoppingConditions

Defined in Amazonka.SageMaker.Types.RecommendationJobStoppingConditions

Methods

parseJSON :: Value -> Parser RecommendationJobStoppingConditions

parseJSONList :: Value -> Parser [RecommendationJobStoppingConditions]

ToJSON RecommendationJobStoppingConditions

Defined in Amazonka.SageMaker.Types.RecommendationJobStoppingConditions

Methods

toJSON :: RecommendationJobStoppingConditions -> Value

toEncoding :: RecommendationJobStoppingConditions -> Encoding

toJSONList :: [RecommendationJobStoppingConditions] -> Value

toEncodingList :: [RecommendationJobStoppingConditions] -> Encoding

Generic RecommendationJobStoppingConditions

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

Defined in Amazonka.SageMaker.Types.RecommendationJobStoppingConditions

Methods

readsPrec :: Int -> ReadS RecommendationJobStoppingConditions

readList :: ReadS [RecommendationJobStoppingConditions]

readPrec :: ReadPrec RecommendationJobStoppingConditions

readListPrec :: ReadPrec [RecommendationJobStoppingConditions]

Show RecommendationJobStoppingConditions

Defined in Amazonka.SageMaker.Types.RecommendationJobStoppingConditions

Methods

showsPrec :: Int -> RecommendationJobStoppingConditions -> ShowS

show :: RecommendationJobStoppingConditions -> String

showList :: [RecommendationJobStoppingConditions] -> ShowS

NFData RecommendationJobStoppingConditions

Defined in Amazonka.SageMaker.Types.RecommendationJobStoppingConditions

Methods

rnf :: RecommendationJobStoppingConditions -> ()

Eq RecommendationJobStoppingConditions

Defined in Amazonka.SageMaker.Types.RecommendationJobStoppingConditions

Methods

(==) :: RecommendationJobStoppingConditions -> RecommendationJobStoppingConditions -> Bool

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

Hashable RecommendationJobStoppingConditions

Defined in Amazonka.SageMaker.Types.RecommendationJobStoppingConditions

Methods

hashWithSalt :: Int -> RecommendationJobStoppingConditions -> Int

hash :: RecommendationJobStoppingConditions -> Int

type Rep RecommendationJobStoppingConditions

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

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)

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

recommendationJobStoppingConditions_modelLatencyThresholds :: Lens' RecommendationJobStoppingConditions (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.