Amazonka.SageMaker.Types.DriftCheckBias

Documentation

data DriftCheckBias

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

FromJSON DriftCheckBias

Defined in Amazonka.SageMaker.Types.DriftCheckBias

Methods

parseJSON :: Value -> Parser DriftCheckBias

parseJSONList :: Value -> Parser [DriftCheckBias]

ToJSON DriftCheckBias

Defined in Amazonka.SageMaker.Types.DriftCheckBias

Methods

toJSON :: DriftCheckBias -> Value

toEncoding :: DriftCheckBias -> Encoding

toJSONList :: [DriftCheckBias] -> Value

toEncodingList :: [DriftCheckBias] -> Encoding

Generic DriftCheckBias

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

Defined in Amazonka.SageMaker.Types.DriftCheckBias

Methods

readsPrec :: Int -> ReadS DriftCheckBias

readList :: ReadS [DriftCheckBias]

readPrec :: ReadPrec DriftCheckBias

readListPrec :: ReadPrec [DriftCheckBias]

Show DriftCheckBias

Defined in Amazonka.SageMaker.Types.DriftCheckBias

Methods

showsPrec :: Int -> DriftCheckBias -> ShowS

show :: DriftCheckBias -> String

showList :: [DriftCheckBias] -> ShowS

NFData DriftCheckBias

Defined in Amazonka.SageMaker.Types.DriftCheckBias

Methods

rnf :: DriftCheckBias -> ()

Eq DriftCheckBias

Defined in Amazonka.SageMaker.Types.DriftCheckBias

Methods

(==) :: DriftCheckBias -> DriftCheckBias -> Bool

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

Hashable DriftCheckBias

Defined in Amazonka.SageMaker.Types.DriftCheckBias

Methods

hashWithSalt :: Int -> DriftCheckBias -> Int

hash :: DriftCheckBias -> Int

type Rep DriftCheckBias

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

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)

The bias config file for a model.

driftCheckBias_postTrainingConstraints :: Lens' DriftCheckBias (Maybe MetricsSource)

The post-training constraints.

driftCheckBias_preTrainingConstraints :: Lens' DriftCheckBias (Maybe MetricsSource)

The pre-training constraints.