Amazonka.SageMaker.Types.DriftCheckModelDataQuality

Documentation

data DriftCheckModelDataQuality

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

FromJSON DriftCheckModelDataQuality

Defined in Amazonka.SageMaker.Types.DriftCheckModelDataQuality

Methods

parseJSON :: Value -> Parser DriftCheckModelDataQuality

parseJSONList :: Value -> Parser [DriftCheckModelDataQuality]

ToJSON DriftCheckModelDataQuality

Defined in Amazonka.SageMaker.Types.DriftCheckModelDataQuality

Methods

toJSON :: DriftCheckModelDataQuality -> Value

toEncoding :: DriftCheckModelDataQuality -> Encoding

toJSONList :: [DriftCheckModelDataQuality] -> Value

toEncodingList :: [DriftCheckModelDataQuality] -> Encoding

Generic DriftCheckModelDataQuality

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

Defined in Amazonka.SageMaker.Types.DriftCheckModelDataQuality

Methods

readsPrec :: Int -> ReadS DriftCheckModelDataQuality

readList :: ReadS [DriftCheckModelDataQuality]

readPrec :: ReadPrec DriftCheckModelDataQuality

readListPrec :: ReadPrec [DriftCheckModelDataQuality]

Show DriftCheckModelDataQuality

Defined in Amazonka.SageMaker.Types.DriftCheckModelDataQuality

Methods

showsPrec :: Int -> DriftCheckModelDataQuality -> ShowS

show :: DriftCheckModelDataQuality -> String

showList :: [DriftCheckModelDataQuality] -> ShowS

NFData DriftCheckModelDataQuality

Defined in Amazonka.SageMaker.Types.DriftCheckModelDataQuality

Methods

rnf :: DriftCheckModelDataQuality -> ()

Eq DriftCheckModelDataQuality

Defined in Amazonka.SageMaker.Types.DriftCheckModelDataQuality

Methods

(==) :: DriftCheckModelDataQuality -> DriftCheckModelDataQuality -> Bool

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

Hashable DriftCheckModelDataQuality

Defined in Amazonka.SageMaker.Types.DriftCheckModelDataQuality

Methods

hashWithSalt :: Int -> DriftCheckModelDataQuality -> Int

hash :: DriftCheckModelDataQuality -> Int

type Rep DriftCheckModelDataQuality

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

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)

The drift check model data quality constraints.

driftCheckModelDataQuality_statistics :: Lens' DriftCheckModelDataQuality (Maybe MetricsSource)

The drift check model data quality statistics.