Amazonka.SageMaker.Types.DataQualityBaselineConfig

Documentation

data DataQualityBaselineConfig

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

• baseliningJobName :: Maybe Text

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

• constraintsResource :: Maybe MonitoringConstraintsResource
• statisticsResource :: Maybe MonitoringStatisticsResource

Instances

FromJSON DataQualityBaselineConfig

Defined in Amazonka.SageMaker.Types.DataQualityBaselineConfig

Methods

parseJSON :: Value -> Parser DataQualityBaselineConfig

parseJSONList :: Value -> Parser [DataQualityBaselineConfig]

ToJSON DataQualityBaselineConfig

Defined in Amazonka.SageMaker.Types.DataQualityBaselineConfig

Methods

toJSON :: DataQualityBaselineConfig -> Value

toEncoding :: DataQualityBaselineConfig -> Encoding

toJSONList :: [DataQualityBaselineConfig] -> Value

toEncodingList :: [DataQualityBaselineConfig] -> Encoding

Generic DataQualityBaselineConfig

Defined in Amazonka.SageMaker.Types.DataQualityBaselineConfig

Associated Types

type Rep DataQualityBaselineConfig :: Type -> Type

Methods

from :: DataQualityBaselineConfig -> Rep DataQualityBaselineConfig x

to :: Rep DataQualityBaselineConfig x -> DataQualityBaselineConfig

Read DataQualityBaselineConfig

Defined in Amazonka.SageMaker.Types.DataQualityBaselineConfig

Methods

readsPrec :: Int -> ReadS DataQualityBaselineConfig

readList :: ReadS [DataQualityBaselineConfig]

readPrec :: ReadPrec DataQualityBaselineConfig

readListPrec :: ReadPrec [DataQualityBaselineConfig]

Show DataQualityBaselineConfig

Defined in Amazonka.SageMaker.Types.DataQualityBaselineConfig

Methods

showsPrec :: Int -> DataQualityBaselineConfig -> ShowS

show :: DataQualityBaselineConfig -> String

showList :: [DataQualityBaselineConfig] -> ShowS

NFData DataQualityBaselineConfig

Defined in Amazonka.SageMaker.Types.DataQualityBaselineConfig

Methods

rnf :: DataQualityBaselineConfig -> ()

Eq DataQualityBaselineConfig

Defined in Amazonka.SageMaker.Types.DataQualityBaselineConfig

Methods

(==) :: DataQualityBaselineConfig -> DataQualityBaselineConfig -> Bool

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

Hashable DataQualityBaselineConfig

Defined in Amazonka.SageMaker.Types.DataQualityBaselineConfig

Methods

hashWithSalt :: Int -> DataQualityBaselineConfig -> Int

hash :: DataQualityBaselineConfig -> Int

type Rep DataQualityBaselineConfig

Defined in Amazonka.SageMaker.Types.DataQualityBaselineConfig

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

newDataQualityBaselineConfig :: DataQualityBaselineConfig

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

$sel:constraintsResource:DataQualityBaselineConfig', dataQualityBaselineConfig_constraintsResource - Undocumented member.

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

dataQualityBaselineConfig_baseliningJobName :: Lens' DataQualityBaselineConfig (Maybe Text)

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

dataQualityBaselineConfig_constraintsResource :: Lens' DataQualityBaselineConfig (Maybe MonitoringConstraintsResource)

Undocumented member.

dataQualityBaselineConfig_statisticsResource :: Lens' DataQualityBaselineConfig (Maybe MonitoringStatisticsResource)

Undocumented member.