Amazonka.FraudDetector.Types.ModelInputConfiguration

Documentation

data ModelInputConfiguration

The Amazon SageMaker model input configuration.

See: newModelInputConfiguration smart constructor.

Constructors

ModelInputConfiguration'

Fields

• 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.

• eventTypeName :: Maybe Text

  The event type name.

• 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.

• 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

FromJSON ModelInputConfiguration

Defined in Amazonka.FraudDetector.Types.ModelInputConfiguration

Methods

parseJSON :: Value -> Parser ModelInputConfiguration

parseJSONList :: Value -> Parser [ModelInputConfiguration]

ToJSON ModelInputConfiguration

Defined in Amazonka.FraudDetector.Types.ModelInputConfiguration

Methods

toJSON :: ModelInputConfiguration -> Value

toEncoding :: ModelInputConfiguration -> Encoding

toJSONList :: [ModelInputConfiguration] -> Value

toEncodingList :: [ModelInputConfiguration] -> Encoding

Generic ModelInputConfiguration

Defined in Amazonka.FraudDetector.Types.ModelInputConfiguration

Associated Types

type Rep ModelInputConfiguration :: Type -> Type

Methods

from :: ModelInputConfiguration -> Rep ModelInputConfiguration x

to :: Rep ModelInputConfiguration x -> ModelInputConfiguration

Read ModelInputConfiguration

Defined in Amazonka.FraudDetector.Types.ModelInputConfiguration

Methods

readsPrec :: Int -> ReadS ModelInputConfiguration

readList :: ReadS [ModelInputConfiguration]

readPrec :: ReadPrec ModelInputConfiguration

readListPrec :: ReadPrec [ModelInputConfiguration]

Show ModelInputConfiguration

Defined in Amazonka.FraudDetector.Types.ModelInputConfiguration

Methods

showsPrec :: Int -> ModelInputConfiguration -> ShowS

show :: ModelInputConfiguration -> String

showList :: [ModelInputConfiguration] -> ShowS

NFData ModelInputConfiguration

Defined in Amazonka.FraudDetector.Types.ModelInputConfiguration

Methods

rnf :: ModelInputConfiguration -> ()

Eq ModelInputConfiguration

Defined in Amazonka.FraudDetector.Types.ModelInputConfiguration

Methods

(==) :: ModelInputConfiguration -> ModelInputConfiguration -> Bool

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

Hashable ModelInputConfiguration

Defined in Amazonka.FraudDetector.Types.ModelInputConfiguration

Methods

hashWithSalt :: Int -> ModelInputConfiguration -> Int

hash :: ModelInputConfiguration -> Int

type Rep ModelInputConfiguration

Defined in Amazonka.FraudDetector.Types.ModelInputConfiguration

type Rep ModelInputConfiguration = D1 ('MetaData "ModelInputConfiguration" "Amazonka.FraudDetector.Types.ModelInputConfiguration" "amazonka-frauddetector-2.0-CdXFXtLV8DgKo4Kta7Jw61" 'False) (C1 ('MetaCons "ModelInputConfiguration'" 'PrefixI 'True) ((S1 ('MetaSel ('Just "csvInputTemplate") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "eventTypeName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text))) :*: (S1 ('MetaSel ('Just "format") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ModelInputDataFormat)) :*: (S1 ('MetaSel ('Just "jsonInputTemplate") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "useEventVariables") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Bool)))))

newModelInputConfiguration

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

$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: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_csvInputTemplate :: Lens' ModelInputConfiguration (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.

modelInputConfiguration_eventTypeName :: Lens' ModelInputConfiguration (Maybe Text)

The event type name.

modelInputConfiguration_format :: Lens' ModelInputConfiguration (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.

modelInputConfiguration_jsonInputTemplate :: Lens' ModelInputConfiguration (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.

modelInputConfiguration_useEventVariables :: Lens' ModelInputConfiguration Bool

The event variables.