Copyright	(c) 2013-2021 Brendan Hay
License	Mozilla Public License, v. 2.0.
Maintainer	Brendan Hay <brendan.g.hay+amazonka@gmail.com>
Stability	auto-generated
Portability	non-portable (GHC extensions)
Safe Haskell	None

Amazonka.SageMaker.Types.DataQualityBaselineConfig

Description

Documentation

data DataQualityBaselineConfig Source #

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: newDataQualityBaselineConfig smart constructor.

Constructors

DataQualityBaselineConfig'
Fields constraintsResource :: Maybe MonitoringConstraintsResource statisticsResource :: Maybe MonitoringStatisticsResource baseliningJobName :: Maybe Text The name of the job that performs baselining for the data quality monitoring job.

Instances

Instances details

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

newDataQualityBaselineConfig :: DataQualityBaselineConfig Source #

Create a value of DataQualityBaselineConfig 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:constraintsResource:DataQualityBaselineConfig', dataQualityBaselineConfig_constraintsResource - Undocumented member.

$sel:statisticsResource:DataQualityBaselineConfig', dataQualityBaselineConfig_statisticsResource - Undocumented member.

$sel:baseliningJobName:DataQualityBaselineConfig', dataQualityBaselineConfig_baseliningJobName - The name of the job that performs baselining for the data quality monitoring job.

dataQualityBaselineConfig_constraintsResource :: Lens' DataQualityBaselineConfig (Maybe MonitoringConstraintsResource) Source #

Undocumented member.

dataQualityBaselineConfig_statisticsResource :: Lens' DataQualityBaselineConfig (Maybe MonitoringStatisticsResource) Source #

Undocumented member.

dataQualityBaselineConfig_baseliningJobName :: Lens' DataQualityBaselineConfig (Maybe Text) Source #

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