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.DriftCheckModelDataQuality

Description

Documentation

data DriftCheckModelDataQuality Source #

Represents the drift check data quality baselines that can be used when the model monitor is set using the model package.

See: newDriftCheckModelDataQuality smart constructor.

Constructors

DriftCheckModelDataQuality'
Fields constraints :: Maybe MetricsSource The drift check model data quality constraints. statistics :: Maybe MetricsSource The drift check model data quality statistics.

Instances

Instances details

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

newDriftCheckModelDataQuality :: DriftCheckModelDataQuality Source #

Create a value of DriftCheckModelDataQuality 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:DriftCheckModelDataQuality', driftCheckModelDataQuality_constraints - The drift check model data quality constraints.

$sel:statistics:DriftCheckModelDataQuality', driftCheckModelDataQuality_statistics - The drift check model data quality statistics.

driftCheckModelDataQuality_constraints :: Lens' DriftCheckModelDataQuality (Maybe MetricsSource) Source #

The drift check model data quality constraints.

driftCheckModelDataQuality_statistics :: Lens' DriftCheckModelDataQuality (Maybe MetricsSource) Source #

The drift check model data quality statistics.