Copyright	(c) 2013-2023 Brendan Hay
License	Mozilla Public License, v. 2.0.
Maintainer	Brendan Hay
Stability	auto-generated
Portability	non-portable (GHC extensions)
Safe Haskell	Safe-Inferred
Language	Haskell2010

Amazonka.SageMaker.Types.DataQualityAppSpecification

Description

Synopsis

Documentation

data DataQualityAppSpecification Source #

Information about the container that a data quality monitoring job runs.

See: newDataQualityAppSpecification smart constructor.

Constructors

DataQualityAppSpecification'

Fields

containerArguments :: Maybe (NonEmpty Text)
The arguments to send to the container that the monitoring job runs.
containerEntrypoint :: Maybe (NonEmpty Text)
The entrypoint for a container used to run a monitoring job.
environment :: Maybe (HashMap Text Text)
Sets the environment variables in the container that the monitoring job runs.
postAnalyticsProcessorSourceUri :: Maybe Text
An Amazon S3 URI to a script that is called after analysis has been performed. Applicable only for the built-in (first party) containers.
recordPreprocessorSourceUri :: Maybe Text
An Amazon S3 URI to a script that is called per row prior to running analysis. It can base64 decode the payload and convert it into a flatted json so that the built-in container can use the converted data. Applicable only for the built-in (first party) containers.
imageUri :: Text
The container image that the data quality monitoring job runs.

Instances

Instances details

FromJSON DataQualityAppSpecification Source #
Instance details Defined in Amazonka.SageMaker.Types.DataQualityAppSpecification Methods parseJSON :: Value -> Parser DataQualityAppSpecification # parseJSONList :: Value -> Parser [DataQualityAppSpecification] #
ToJSON DataQualityAppSpecification Source #
Instance details Defined in Amazonka.SageMaker.Types.DataQualityAppSpecification Methods toJSON :: DataQualityAppSpecification -> Value # toEncoding :: DataQualityAppSpecification -> Encoding # toJSONList :: [DataQualityAppSpecification] -> Value # toEncodingList :: [DataQualityAppSpecification] -> Encoding #
Generic DataQualityAppSpecification Source #
Instance details Defined in Amazonka.SageMaker.Types.DataQualityAppSpecification Associated Types type Rep DataQualityAppSpecification :: Type -> Type # Methods from :: DataQualityAppSpecification -> Rep DataQualityAppSpecification x # to :: Rep DataQualityAppSpecification x -> DataQualityAppSpecification #
Read DataQualityAppSpecification Source #
Instance details Defined in Amazonka.SageMaker.Types.DataQualityAppSpecification Methods readsPrec :: Int -> ReadS DataQualityAppSpecification # readList :: ReadS [DataQualityAppSpecification] # readPrec :: ReadPrec DataQualityAppSpecification # readListPrec :: ReadPrec [DataQualityAppSpecification] #
Show DataQualityAppSpecification Source #
Instance details Defined in Amazonka.SageMaker.Types.DataQualityAppSpecification Methods showsPrec :: Int -> DataQualityAppSpecification -> ShowS # show :: DataQualityAppSpecification -> String # showList :: [DataQualityAppSpecification] -> ShowS #
NFData DataQualityAppSpecification Source #
Instance details Defined in Amazonka.SageMaker.Types.DataQualityAppSpecification Methods rnf :: DataQualityAppSpecification -> () #
Eq DataQualityAppSpecification Source #
Instance details Defined in Amazonka.SageMaker.Types.DataQualityAppSpecification Methods (==) :: DataQualityAppSpecification -> DataQualityAppSpecification -> Bool # (/=) :: DataQualityAppSpecification -> DataQualityAppSpecification -> Bool #
Hashable DataQualityAppSpecification Source #
Instance details Defined in Amazonka.SageMaker.Types.DataQualityAppSpecification Methods hashWithSalt :: Int -> DataQualityAppSpecification -> Int # hash :: DataQualityAppSpecification -> Int #
type Rep DataQualityAppSpecification Source #
Instance details Defined in Amazonka.SageMaker.Types.DataQualityAppSpecification type Rep DataQualityAppSpecification = D1 ('MetaData "DataQualityAppSpecification" "Amazonka.SageMaker.Types.DataQualityAppSpecification" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "DataQualityAppSpecification'" 'PrefixI 'True) ((S1 ('MetaSel ('Just "containerArguments") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (NonEmpty Text))) :: (S1 ('MetaSel ('Just "containerEntrypoint") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (NonEmpty Text))) :: S1 ('MetaSel ('Just "environment") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (HashMap Text Text))))) :: (S1 ('MetaSel ('Just "postAnalyticsProcessorSourceUri") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: (S1 ('MetaSel ('Just "recordPreprocessorSourceUri") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "imageUri") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text)))))

newDataQualityAppSpecification Source #

Arguments

:: Text	`$sel:imageUri:DataQualityAppSpecification'`
-> DataQualityAppSpecification

Create a value of DataQualityAppSpecification 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:containerArguments:DataQualityAppSpecification', dataQualityAppSpecification_containerArguments - The arguments to send to the container that the monitoring job runs.

$sel:containerEntrypoint:DataQualityAppSpecification', dataQualityAppSpecification_containerEntrypoint - The entrypoint for a container used to run a monitoring job.

$sel:environment:DataQualityAppSpecification', dataQualityAppSpecification_environment - Sets the environment variables in the container that the monitoring job runs.

$sel:postAnalyticsProcessorSourceUri:DataQualityAppSpecification', dataQualityAppSpecification_postAnalyticsProcessorSourceUri - An Amazon S3 URI to a script that is called after analysis has been performed. Applicable only for the built-in (first party) containers.

$sel:recordPreprocessorSourceUri:DataQualityAppSpecification', dataQualityAppSpecification_recordPreprocessorSourceUri - An Amazon S3 URI to a script that is called per row prior to running analysis. It can base64 decode the payload and convert it into a flatted json so that the built-in container can use the converted data. Applicable only for the built-in (first party) containers.

$sel:imageUri:DataQualityAppSpecification', dataQualityAppSpecification_imageUri - The container image that the data quality monitoring job runs.

dataQualityAppSpecification_containerArguments :: Lens' DataQualityAppSpecification (Maybe (NonEmpty Text)) Source #

The arguments to send to the container that the monitoring job runs.

dataQualityAppSpecification_containerEntrypoint :: Lens' DataQualityAppSpecification (Maybe (NonEmpty Text)) Source #

The entrypoint for a container used to run a monitoring job.

dataQualityAppSpecification_environment :: Lens' DataQualityAppSpecification (Maybe (HashMap Text Text)) Source #

Sets the environment variables in the container that the monitoring job runs.

dataQualityAppSpecification_postAnalyticsProcessorSourceUri :: Lens' DataQualityAppSpecification (Maybe Text) Source #

An Amazon S3 URI to a script that is called after analysis has been performed. Applicable only for the built-in (first party) containers.

dataQualityAppSpecification_recordPreprocessorSourceUri :: Lens' DataQualityAppSpecification (Maybe Text) Source #

An Amazon S3 URI to a script that is called per row prior to running analysis. It can base64 decode the payload and convert it into a flatted json so that the built-in container can use the converted data. Applicable only for the built-in (first party) containers.

dataQualityAppSpecification_imageUri :: Lens' DataQualityAppSpecification Text Source #

The container image that the data quality monitoring job runs.