Amazonka.SageMaker.Types.AlgorithmValidationProfile

Documentation

data AlgorithmValidationProfile

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

FromJSON AlgorithmValidationProfile

Defined in Amazonka.SageMaker.Types.AlgorithmValidationProfile

Methods

parseJSON :: Value -> Parser AlgorithmValidationProfile

parseJSONList :: Value -> Parser [AlgorithmValidationProfile]

ToJSON AlgorithmValidationProfile

Defined in Amazonka.SageMaker.Types.AlgorithmValidationProfile

Methods

toJSON :: AlgorithmValidationProfile -> Value

toEncoding :: AlgorithmValidationProfile -> Encoding

toJSONList :: [AlgorithmValidationProfile] -> Value

toEncodingList :: [AlgorithmValidationProfile] -> Encoding

Generic AlgorithmValidationProfile

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

Defined in Amazonka.SageMaker.Types.AlgorithmValidationProfile

Methods

readsPrec :: Int -> ReadS AlgorithmValidationProfile

readList :: ReadS [AlgorithmValidationProfile]

readPrec :: ReadPrec AlgorithmValidationProfile

readListPrec :: ReadPrec [AlgorithmValidationProfile]

Show AlgorithmValidationProfile

Defined in Amazonka.SageMaker.Types.AlgorithmValidationProfile

Methods

showsPrec :: Int -> AlgorithmValidationProfile -> ShowS

show :: AlgorithmValidationProfile -> String

showList :: [AlgorithmValidationProfile] -> ShowS

NFData AlgorithmValidationProfile

Defined in Amazonka.SageMaker.Types.AlgorithmValidationProfile

Methods

rnf :: AlgorithmValidationProfile -> ()

Eq AlgorithmValidationProfile

Defined in Amazonka.SageMaker.Types.AlgorithmValidationProfile

Methods

(==) :: AlgorithmValidationProfile -> AlgorithmValidationProfile -> Bool

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

Hashable AlgorithmValidationProfile

Defined in Amazonka.SageMaker.Types.AlgorithmValidationProfile

Methods

hashWithSalt :: Int -> AlgorithmValidationProfile -> Int

hash :: AlgorithmValidationProfile -> Int

type Rep AlgorithmValidationProfile

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

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)

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

algorithmValidationProfile_profileName :: Lens' AlgorithmValidationProfile 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).

algorithmValidationProfile_trainingJobDefinition :: Lens' AlgorithmValidationProfile TrainingJobDefinition

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