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.AlgorithmValidationProfile

Description

Documentation

data AlgorithmValidationProfile Source #

Defines a training job and a batch transform job that SageMaker runs to validate your algorithm.

The data provided in the validation profile is made available to your buyers on Amazon Web Services Marketplace.

See: newAlgorithmValidationProfile smart constructor.

Constructors

AlgorithmValidationProfile'

Fields

transformJobDefinition :: Maybe TransformJobDefinition
The TransformJobDefinition object that describes the transform job that SageMaker runs to validate your algorithm.
profileName :: Text
The name of the profile for the algorithm. The name must have 1 to 63 characters. Valid characters are a-z, A-Z, 0-9, and - (hyphen).
trainingJobDefinition :: TrainingJobDefinition
The TrainingJobDefinition object that describes the training job that SageMaker runs to validate your algorithm.

Instances

Instances details

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

newAlgorithmValidationProfile Source #

Arguments

:: Text	`$sel:profileName:AlgorithmValidationProfile'`
-> TrainingJobDefinition	`$sel:trainingJobDefinition:AlgorithmValidationProfile'`
-> AlgorithmValidationProfile

Create a value of AlgorithmValidationProfile 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:transformJobDefinition:AlgorithmValidationProfile', algorithmValidationProfile_transformJobDefinition - The TransformJobDefinition object that describes the transform job that SageMaker runs to validate your algorithm.

$sel:profileName:AlgorithmValidationProfile', algorithmValidationProfile_profileName - The name of the profile for the algorithm. The name must have 1 to 63 characters. Valid characters are a-z, A-Z, 0-9, and - (hyphen).

$sel:trainingJobDefinition:AlgorithmValidationProfile', algorithmValidationProfile_trainingJobDefinition - The TrainingJobDefinition object that describes the training job that SageMaker runs to validate your algorithm.

algorithmValidationProfile_transformJobDefinition :: Lens' AlgorithmValidationProfile (Maybe TransformJobDefinition) Source #

The TransformJobDefinition object that describes the transform job that SageMaker runs to validate your algorithm.

algorithmValidationProfile_profileName :: Lens' AlgorithmValidationProfile Text Source #

The name of the profile for the algorithm. The name must have 1 to 63 characters. Valid characters are a-z, A-Z, 0-9, and - (hyphen).

algorithmValidationProfile_trainingJobDefinition :: Lens' AlgorithmValidationProfile TrainingJobDefinition Source #

The TrainingJobDefinition object that describes the training job that SageMaker runs to validate your algorithm.