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.ModelDataQuality

Description

Documentation

data ModelDataQuality Source #

Data quality constraints and statistics for a model.

See: newModelDataQuality smart constructor.

Constructors

ModelDataQuality'
Fields constraints :: Maybe MetricsSource Data quality constraints for a model. statistics :: Maybe MetricsSource Data quality statistics for a model.

Instances

Instances details

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

newModelDataQuality :: ModelDataQuality Source #

Create a value of ModelDataQuality 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:constraints:ModelDataQuality', modelDataQuality_constraints - Data quality constraints for a model.

$sel:statistics:ModelDataQuality', modelDataQuality_statistics - Data quality statistics for a model.

modelDataQuality_constraints :: Lens' ModelDataQuality (Maybe MetricsSource) Source #

Data quality constraints for a model.

modelDataQuality_statistics :: Lens' ModelDataQuality (Maybe MetricsSource) Source #

Data quality statistics for a model.