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.ModelQualityAppSpecification

Description

Synopsis

Documentation

data ModelQualityAppSpecification Source #

Container image configuration object for the monitoring job.

See: newModelQualityAppSpecification smart constructor.

Constructors

ModelQualityAppSpecification'

Fields

containerArguments :: Maybe (NonEmpty Text)
An array of arguments for the container used to run the monitoring job.
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.
environment :: Maybe (HashMap Text Text)
Sets the environment variables in the container that the monitoring job runs.
problemType :: Maybe MonitoringProblemType
The machine learning problem type of the model that the monitoring job monitors.
containerEntrypoint :: Maybe (NonEmpty Text)
Specifies the entrypoint for a 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.
imageUri :: Text
The address of the container image that the monitoring job runs.

Instances

Instances details

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

newModelQualityAppSpecification Source #

Arguments

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

Create a value of ModelQualityAppSpecification 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:ModelQualityAppSpecification', modelQualityAppSpecification_containerArguments - An array of arguments for the container used to run the monitoring job.

$sel:recordPreprocessorSourceUri:ModelQualityAppSpecification', modelQualityAppSpecification_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:environment:ModelQualityAppSpecification', modelQualityAppSpecification_environment - Sets the environment variables in the container that the monitoring job runs.

$sel:problemType:ModelQualityAppSpecification', modelQualityAppSpecification_problemType - The machine learning problem type of the model that the monitoring job monitors.

$sel:containerEntrypoint:ModelQualityAppSpecification', modelQualityAppSpecification_containerEntrypoint - Specifies the entrypoint for a container that the monitoring job runs.

$sel:postAnalyticsProcessorSourceUri:ModelQualityAppSpecification', modelQualityAppSpecification_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:imageUri:ModelQualityAppSpecification', modelQualityAppSpecification_imageUri - The address of the container image that the monitoring job runs.

modelQualityAppSpecification_containerArguments :: Lens' ModelQualityAppSpecification (Maybe (NonEmpty Text)) Source #

An array of arguments for the container used to run the monitoring job.

modelQualityAppSpecification_recordPreprocessorSourceUri :: Lens' ModelQualityAppSpecification (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.

modelQualityAppSpecification_environment :: Lens' ModelQualityAppSpecification (Maybe (HashMap Text Text)) Source #

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

modelQualityAppSpecification_problemType :: Lens' ModelQualityAppSpecification (Maybe MonitoringProblemType) Source #

The machine learning problem type of the model that the monitoring job monitors.

modelQualityAppSpecification_containerEntrypoint :: Lens' ModelQualityAppSpecification (Maybe (NonEmpty Text)) Source #

Specifies the entrypoint for a container that the monitoring job runs.

modelQualityAppSpecification_postAnalyticsProcessorSourceUri :: Lens' ModelQualityAppSpecification (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.

modelQualityAppSpecification_imageUri :: Lens' ModelQualityAppSpecification Text Source #

The address of the container image that the monitoring job runs.