Amazonka.SageMaker.Types.DriftCheckExplainability

Documentation

data DriftCheckExplainability

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

See: newDriftCheckExplainability smart constructor.

Constructors

DriftCheckExplainability'

Fields

• configFile :: Maybe FileSource

  The explainability config file for the model.

• constraints :: Maybe MetricsSource

  The drift check explainability constraints.

Instances

FromJSON DriftCheckExplainability

Defined in Amazonka.SageMaker.Types.DriftCheckExplainability

Methods

parseJSON :: Value -> Parser DriftCheckExplainability

parseJSONList :: Value -> Parser [DriftCheckExplainability]

ToJSON DriftCheckExplainability

Defined in Amazonka.SageMaker.Types.DriftCheckExplainability

Methods

toJSON :: DriftCheckExplainability -> Value

toEncoding :: DriftCheckExplainability -> Encoding

toJSONList :: [DriftCheckExplainability] -> Value

toEncodingList :: [DriftCheckExplainability] -> Encoding

Generic DriftCheckExplainability

Defined in Amazonka.SageMaker.Types.DriftCheckExplainability

Associated Types

type Rep DriftCheckExplainability :: Type -> Type

Methods

from :: DriftCheckExplainability -> Rep DriftCheckExplainability x

to :: Rep DriftCheckExplainability x -> DriftCheckExplainability

Read DriftCheckExplainability

Defined in Amazonka.SageMaker.Types.DriftCheckExplainability

Methods

readsPrec :: Int -> ReadS DriftCheckExplainability

readList :: ReadS [DriftCheckExplainability]

readPrec :: ReadPrec DriftCheckExplainability

readListPrec :: ReadPrec [DriftCheckExplainability]

Show DriftCheckExplainability

Defined in Amazonka.SageMaker.Types.DriftCheckExplainability

Methods

showsPrec :: Int -> DriftCheckExplainability -> ShowS

show :: DriftCheckExplainability -> String

showList :: [DriftCheckExplainability] -> ShowS

NFData DriftCheckExplainability

Defined in Amazonka.SageMaker.Types.DriftCheckExplainability

Methods

rnf :: DriftCheckExplainability -> ()

Eq DriftCheckExplainability

Defined in Amazonka.SageMaker.Types.DriftCheckExplainability

Methods

(==) :: DriftCheckExplainability -> DriftCheckExplainability -> Bool

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

Hashable DriftCheckExplainability

Defined in Amazonka.SageMaker.Types.DriftCheckExplainability

Methods

hashWithSalt :: Int -> DriftCheckExplainability -> Int

hash :: DriftCheckExplainability -> Int

type Rep DriftCheckExplainability

Defined in Amazonka.SageMaker.Types.DriftCheckExplainability

type Rep DriftCheckExplainability = D1 ('MetaData "DriftCheckExplainability" "Amazonka.SageMaker.Types.DriftCheckExplainability" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "DriftCheckExplainability'" 'PrefixI 'True) (S1 ('MetaSel ('Just "configFile") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe FileSource)) :*: S1 ('MetaSel ('Just "constraints") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe MetricsSource))))

newDriftCheckExplainability :: DriftCheckExplainability

Create a value of DriftCheckExplainability 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:DriftCheckExplainability', driftCheckExplainability_configFile - The explainability config file for the model.

$sel:constraints:DriftCheckExplainability', driftCheckExplainability_constraints - The drift check explainability constraints.

driftCheckExplainability_configFile :: Lens' DriftCheckExplainability (Maybe FileSource)

The explainability config file for the model.

driftCheckExplainability_constraints :: Lens' DriftCheckExplainability (Maybe MetricsSource)

The drift check explainability constraints.