Amazonka.SageMaker.Types.ModelQualityBaselineConfig

Documentation

data ModelQualityBaselineConfig

Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.

See: newModelQualityBaselineConfig smart constructor.

Constructors

ModelQualityBaselineConfig'

Fields

• baseliningJobName :: Maybe Text

  The name of the job that performs baselining for the monitoring job.

• constraintsResource :: Maybe MonitoringConstraintsResource

Instances

FromJSON ModelQualityBaselineConfig

Defined in Amazonka.SageMaker.Types.ModelQualityBaselineConfig

Methods

parseJSON :: Value -> Parser ModelQualityBaselineConfig

parseJSONList :: Value -> Parser [ModelQualityBaselineConfig]

ToJSON ModelQualityBaselineConfig

Defined in Amazonka.SageMaker.Types.ModelQualityBaselineConfig

Methods

toJSON :: ModelQualityBaselineConfig -> Value

toEncoding :: ModelQualityBaselineConfig -> Encoding

toJSONList :: [ModelQualityBaselineConfig] -> Value

toEncodingList :: [ModelQualityBaselineConfig] -> Encoding

Generic ModelQualityBaselineConfig

Defined in Amazonka.SageMaker.Types.ModelQualityBaselineConfig

Associated Types

type Rep ModelQualityBaselineConfig :: Type -> Type

Methods

from :: ModelQualityBaselineConfig -> Rep ModelQualityBaselineConfig x

to :: Rep ModelQualityBaselineConfig x -> ModelQualityBaselineConfig

Read ModelQualityBaselineConfig

Defined in Amazonka.SageMaker.Types.ModelQualityBaselineConfig

Methods

readsPrec :: Int -> ReadS ModelQualityBaselineConfig

readList :: ReadS [ModelQualityBaselineConfig]

readPrec :: ReadPrec ModelQualityBaselineConfig

readListPrec :: ReadPrec [ModelQualityBaselineConfig]

Show ModelQualityBaselineConfig

Defined in Amazonka.SageMaker.Types.ModelQualityBaselineConfig

Methods

showsPrec :: Int -> ModelQualityBaselineConfig -> ShowS

show :: ModelQualityBaselineConfig -> String

showList :: [ModelQualityBaselineConfig] -> ShowS

NFData ModelQualityBaselineConfig

Defined in Amazonka.SageMaker.Types.ModelQualityBaselineConfig

Methods

rnf :: ModelQualityBaselineConfig -> ()

Eq ModelQualityBaselineConfig

Defined in Amazonka.SageMaker.Types.ModelQualityBaselineConfig

Methods

(==) :: ModelQualityBaselineConfig -> ModelQualityBaselineConfig -> Bool

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

Hashable ModelQualityBaselineConfig

Defined in Amazonka.SageMaker.Types.ModelQualityBaselineConfig

Methods

hashWithSalt :: Int -> ModelQualityBaselineConfig -> Int

hash :: ModelQualityBaselineConfig -> Int

type Rep ModelQualityBaselineConfig

Defined in Amazonka.SageMaker.Types.ModelQualityBaselineConfig

type Rep ModelQualityBaselineConfig = D1 ('MetaData "ModelQualityBaselineConfig" "Amazonka.SageMaker.Types.ModelQualityBaselineConfig" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "ModelQualityBaselineConfig'" 'PrefixI 'True) (S1 ('MetaSel ('Just "baseliningJobName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "constraintsResource") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe MonitoringConstraintsResource))))

newModelQualityBaselineConfig :: ModelQualityBaselineConfig

Create a value of ModelQualityBaselineConfig 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:baseliningJobName:ModelQualityBaselineConfig', modelQualityBaselineConfig_baseliningJobName - The name of the job that performs baselining for the monitoring job.

$sel:constraintsResource:ModelQualityBaselineConfig', modelQualityBaselineConfig_constraintsResource - Undocumented member.

modelQualityBaselineConfig_baseliningJobName :: Lens' ModelQualityBaselineConfig (Maybe Text)

The name of the job that performs baselining for the monitoring job.

modelQualityBaselineConfig_constraintsResource :: Lens' ModelQualityBaselineConfig (Maybe MonitoringConstraintsResource)

Undocumented member.