Amazonka.Personalize.Types.FeatureTransformation

Documentation

data FeatureTransformation

Provides feature transformation information. Feature transformation is the process of modifying raw input data into a form more suitable for model training.

See: newFeatureTransformation smart constructor.

Constructors

FeatureTransformation'

Fields

• creationDateTime :: Maybe POSIX

  The creation date and time (in Unix time) of the feature transformation.

• defaultParameters :: Maybe (HashMap Text Text)

  Provides the default parameters for feature transformation.

• featureTransformationArn :: Maybe Text

  The Amazon Resource Name (ARN) of the FeatureTransformation object.

• lastUpdatedDateTime :: Maybe POSIX

  The last update date and time (in Unix time) of the feature transformation.

• name :: Maybe Text

  The name of the feature transformation.

• status :: Maybe Text

  The status of the feature transformation.

  A feature transformation can be in one of the following states:

  • CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

Instances

FromJSON FeatureTransformation

Defined in Amazonka.Personalize.Types.FeatureTransformation

Methods

parseJSON :: Value -> Parser FeatureTransformation

parseJSONList :: Value -> Parser [FeatureTransformation]

Generic FeatureTransformation

Defined in Amazonka.Personalize.Types.FeatureTransformation

Associated Types

type Rep FeatureTransformation :: Type -> Type

Methods

from :: FeatureTransformation -> Rep FeatureTransformation x

to :: Rep FeatureTransformation x -> FeatureTransformation

Read FeatureTransformation

Defined in Amazonka.Personalize.Types.FeatureTransformation

Methods

readsPrec :: Int -> ReadS FeatureTransformation

readList :: ReadS [FeatureTransformation]

readPrec :: ReadPrec FeatureTransformation

readListPrec :: ReadPrec [FeatureTransformation]

Show FeatureTransformation

Defined in Amazonka.Personalize.Types.FeatureTransformation

Methods

showsPrec :: Int -> FeatureTransformation -> ShowS

show :: FeatureTransformation -> String

showList :: [FeatureTransformation] -> ShowS

NFData FeatureTransformation

Defined in Amazonka.Personalize.Types.FeatureTransformation

Methods

rnf :: FeatureTransformation -> ()

Eq FeatureTransformation

Defined in Amazonka.Personalize.Types.FeatureTransformation

Methods

(==) :: FeatureTransformation -> FeatureTransformation -> Bool

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

Hashable FeatureTransformation

Defined in Amazonka.Personalize.Types.FeatureTransformation

Methods

hashWithSalt :: Int -> FeatureTransformation -> Int

hash :: FeatureTransformation -> Int

type Rep FeatureTransformation

Defined in Amazonka.Personalize.Types.FeatureTransformation

type Rep FeatureTransformation = D1 ('MetaData "FeatureTransformation" "Amazonka.Personalize.Types.FeatureTransformation" "amazonka-personalize-2.0-9kdbGNMxU7zEIoXPqEwwTg" 'False) (C1 ('MetaCons "FeatureTransformation'" 'PrefixI 'True) ((S1 ('MetaSel ('Just "creationDateTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)) :*: (S1 ('MetaSel ('Just "defaultParameters") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (HashMap Text Text))) :*: S1 ('MetaSel ('Just "featureTransformationArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)))) :*: (S1 ('MetaSel ('Just "lastUpdatedDateTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)) :*: (S1 ('MetaSel ('Just "name") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "status") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text))))))

newFeatureTransformation :: FeatureTransformation

Create a value of FeatureTransformation 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:creationDateTime:FeatureTransformation', featureTransformation_creationDateTime - The creation date and time (in Unix time) of the feature transformation.

$sel:defaultParameters:FeatureTransformation', featureTransformation_defaultParameters - Provides the default parameters for feature transformation.

$sel:featureTransformationArn:FeatureTransformation', featureTransformation_featureTransformationArn - The Amazon Resource Name (ARN) of the FeatureTransformation object.

$sel:lastUpdatedDateTime:FeatureTransformation', featureTransformation_lastUpdatedDateTime - The last update date and time (in Unix time) of the feature transformation.

$sel:name:FeatureTransformation', featureTransformation_name - The name of the feature transformation.

$sel:status:FeatureTransformation', featureTransformation_status - The status of the feature transformation.

A feature transformation can be in one of the following states:

• CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED

featureTransformation_creationDateTime :: Lens' FeatureTransformation (Maybe UTCTime)

The creation date and time (in Unix time) of the feature transformation.

featureTransformation_defaultParameters :: Lens' FeatureTransformation (Maybe (HashMap Text Text))

Provides the default parameters for feature transformation.

featureTransformation_featureTransformationArn :: Lens' FeatureTransformation (Maybe Text)

The Amazon Resource Name (ARN) of the FeatureTransformation object.

featureTransformation_lastUpdatedDateTime :: Lens' FeatureTransformation (Maybe UTCTime)

The last update date and time (in Unix time) of the feature transformation.

featureTransformation_name :: Lens' FeatureTransformation (Maybe Text)

The name of the feature transformation.

featureTransformation_status :: Lens' FeatureTransformation (Maybe Text)

The status of the feature transformation.

A feature transformation can be in one of the following states:

• CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED