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.DriftCheckBias

Description

Documentation

data DriftCheckBias Source #

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

See: newDriftCheckBias smart constructor.

Constructors

DriftCheckBias'
Fields configFile :: Maybe FileSource The bias config file for a model. postTrainingConstraints :: Maybe MetricsSource The post-training constraints. preTrainingConstraints :: Maybe MetricsSource The pre-training constraints.

Instances

Instances details

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

newDriftCheckBias :: DriftCheckBias Source #

Create a value of DriftCheckBias 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:configFile:DriftCheckBias', driftCheckBias_configFile - The bias config file for a model.

$sel:postTrainingConstraints:DriftCheckBias', driftCheckBias_postTrainingConstraints - The post-training constraints.

$sel:preTrainingConstraints:DriftCheckBias', driftCheckBias_preTrainingConstraints - The pre-training constraints.

driftCheckBias_configFile :: Lens' DriftCheckBias (Maybe FileSource) Source #

The bias config file for a model.

driftCheckBias_postTrainingConstraints :: Lens' DriftCheckBias (Maybe MetricsSource) Source #

The post-training constraints.

driftCheckBias_preTrainingConstraints :: Lens' DriftCheckBias (Maybe MetricsSource) Source #

The pre-training constraints.