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.FraudDetector.Types.ModelInputConfiguration

Description

Documentation

data ModelInputConfiguration Source #

The Amazon SageMaker model input configuration.

See: newModelInputConfiguration smart constructor.

Constructors

ModelInputConfiguration'

Fields

format :: Maybe ModelInputDataFormat
The format of the model input configuration. The format differs depending on if it is passed through to SageMaker or constructed by Amazon Fraud Detector.
eventTypeName :: Maybe Text
The event type name.
csvInputTemplate :: Maybe Text
Template for constructing the CSV input-data sent to SageMaker. At event-evaluation, the placeholders for variable-names in the template will be replaced with the variable values before being sent to SageMaker.
jsonInputTemplate :: Maybe Text
Template for constructing the JSON input-data sent to SageMaker. At event-evaluation, the placeholders for variable names in the template will be replaced with the variable values before being sent to SageMaker.
useEventVariables :: Bool
The event variables.

Instances

Instances details

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

newModelInputConfiguration Source #

Arguments

:: Bool	`$sel:useEventVariables:ModelInputConfiguration'`
-> ModelInputConfiguration

Create a value of ModelInputConfiguration 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:format:ModelInputConfiguration', modelInputConfiguration_format - The format of the model input configuration. The format differs depending on if it is passed through to SageMaker or constructed by Amazon Fraud Detector.

$sel:eventTypeName:ModelInputConfiguration', modelInputConfiguration_eventTypeName - The event type name.

$sel:csvInputTemplate:ModelInputConfiguration', modelInputConfiguration_csvInputTemplate - Template for constructing the CSV input-data sent to SageMaker. At event-evaluation, the placeholders for variable-names in the template will be replaced with the variable values before being sent to SageMaker.

$sel:jsonInputTemplate:ModelInputConfiguration', modelInputConfiguration_jsonInputTemplate - Template for constructing the JSON input-data sent to SageMaker. At event-evaluation, the placeholders for variable names in the template will be replaced with the variable values before being sent to SageMaker.

$sel:useEventVariables:ModelInputConfiguration', modelInputConfiguration_useEventVariables - The event variables.

modelInputConfiguration_format :: Lens' ModelInputConfiguration (Maybe ModelInputDataFormat) Source #

The format of the model input configuration. The format differs depending on if it is passed through to SageMaker or constructed by Amazon Fraud Detector.

modelInputConfiguration_eventTypeName :: Lens' ModelInputConfiguration (Maybe Text) Source #

The event type name.

modelInputConfiguration_csvInputTemplate :: Lens' ModelInputConfiguration (Maybe Text) Source #

Template for constructing the CSV input-data sent to SageMaker. At event-evaluation, the placeholders for variable-names in the template will be replaced with the variable values before being sent to SageMaker.

modelInputConfiguration_jsonInputTemplate :: Lens' ModelInputConfiguration (Maybe Text) Source #

Template for constructing the JSON input-data sent to SageMaker. At event-evaluation, the placeholders for variable names in the template will be replaced with the variable values before being sent to SageMaker.

modelInputConfiguration_useEventVariables :: Lens' ModelInputConfiguration Bool Source #

The event variables.