Copyright	(c) 2013-2021 Brendan Hay
License	Mozilla Public License, v. 2.0.
Maintainer	Brendan Hay <brendan.g.hay+amazonka@gmail.com>
Stability	auto-generated
Portability	non-portable (GHC extensions)
Safe Haskell	None

Amazonka.SageMaker.Types.ModelQualityBaselineConfig

Description

Documentation

data ModelQualityBaselineConfig Source #

Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.

See: newModelQualityBaselineConfig smart constructor.

Constructors

ModelQualityBaselineConfig'
Fields constraintsResource :: Maybe MonitoringConstraintsResource baseliningJobName :: Maybe Text The name of the job that performs baselining for the monitoring job.

Instances

Instances details

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

newModelQualityBaselineConfig :: ModelQualityBaselineConfig Source #

Create a value of ModelQualityBaselineConfig 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:constraintsResource:ModelQualityBaselineConfig', modelQualityBaselineConfig_constraintsResource - Undocumented member.

$sel:baseliningJobName:ModelQualityBaselineConfig', modelQualityBaselineConfig_baseliningJobName - The name of the job that performs baselining for the monitoring job.

modelQualityBaselineConfig_constraintsResource :: Lens' ModelQualityBaselineConfig (Maybe MonitoringConstraintsResource) Source #

Undocumented member.

modelQualityBaselineConfig_baseliningJobName :: Lens' ModelQualityBaselineConfig (Maybe Text) Source #

The name of the job that performs baselining for the monitoring job.