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.MonitoringBaselineConfig

Description

Documentation

data MonitoringBaselineConfig 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: newMonitoringBaselineConfig smart constructor.

Constructors

MonitoringBaselineConfig'

Fields

constraintsResource :: Maybe MonitoringConstraintsResource
The baseline constraint file in Amazon S3 that the current monitoring job should validated against.
statisticsResource :: Maybe MonitoringStatisticsResource
The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.
baseliningJobName :: Maybe Text
The name of the job that performs baselining for the monitoring job.

Instances

Instances details

Eq MonitoringBaselineConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringBaselineConfig Methods (==) :: MonitoringBaselineConfig -> MonitoringBaselineConfig -> Bool # (/=) :: MonitoringBaselineConfig -> MonitoringBaselineConfig -> Bool #
Read MonitoringBaselineConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringBaselineConfig Methods readsPrec :: Int -> ReadS MonitoringBaselineConfig # readList :: ReadS [MonitoringBaselineConfig] # readPrec :: ReadPrec MonitoringBaselineConfig # readListPrec :: ReadPrec [MonitoringBaselineConfig] #
Show MonitoringBaselineConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringBaselineConfig Methods showsPrec :: Int -> MonitoringBaselineConfig -> ShowS # show :: MonitoringBaselineConfig -> String # showList :: [MonitoringBaselineConfig] -> ShowS #
Generic MonitoringBaselineConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringBaselineConfig Associated Types type Rep MonitoringBaselineConfig :: Type -> Type # Methods from :: MonitoringBaselineConfig -> Rep MonitoringBaselineConfig x # to :: Rep MonitoringBaselineConfig x -> MonitoringBaselineConfig #
NFData MonitoringBaselineConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringBaselineConfig Methods rnf :: MonitoringBaselineConfig -> () #
Hashable MonitoringBaselineConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringBaselineConfig Methods hashWithSalt :: Int -> MonitoringBaselineConfig -> Int # hash :: MonitoringBaselineConfig -> Int #
ToJSON MonitoringBaselineConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringBaselineConfig Methods toJSON :: MonitoringBaselineConfig -> Value # toEncoding :: MonitoringBaselineConfig -> Encoding # toJSONList :: [MonitoringBaselineConfig] -> Value # toEncodingList :: [MonitoringBaselineConfig] -> Encoding #
FromJSON MonitoringBaselineConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringBaselineConfig Methods parseJSON :: Value -> Parser MonitoringBaselineConfig # parseJSONList :: Value -> Parser [MonitoringBaselineConfig] #
type Rep MonitoringBaselineConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.MonitoringBaselineConfig type Rep MonitoringBaselineConfig = D1 ('MetaData "MonitoringBaselineConfig" "Amazonka.SageMaker.Types.MonitoringBaselineConfig" "libZSservicesZSamazonka-sagemakerZSamazonka-sagemaker" 'False) (C1 ('MetaCons "MonitoringBaselineConfig'" '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)))))

newMonitoringBaselineConfig :: MonitoringBaselineConfig Source #

Create a value of MonitoringBaselineConfig 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:MonitoringBaselineConfig', monitoringBaselineConfig_constraintsResource - The baseline constraint file in Amazon S3 that the current monitoring job should validated against.

$sel:statisticsResource:MonitoringBaselineConfig', monitoringBaselineConfig_statisticsResource - The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.

$sel:baseliningJobName:MonitoringBaselineConfig', monitoringBaselineConfig_baseliningJobName - The name of the job that performs baselining for the monitoring job.

monitoringBaselineConfig_constraintsResource :: Lens' MonitoringBaselineConfig (Maybe MonitoringConstraintsResource) Source #

The baseline constraint file in Amazon S3 that the current monitoring job should validated against.

monitoringBaselineConfig_statisticsResource :: Lens' MonitoringBaselineConfig (Maybe MonitoringStatisticsResource) Source #

The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.

monitoringBaselineConfig_baseliningJobName :: Lens' MonitoringBaselineConfig (Maybe Text) Source #

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