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.Personalize.Types.Algorithm

Description

Synopsis

data Algorithm = Algorithm' {
- algorithmArn :: Maybe Text
- algorithmImage :: Maybe AlgorithmImage
- creationDateTime :: Maybe POSIX
- defaultHyperParameterRanges :: Maybe DefaultHyperParameterRanges
- defaultHyperParameters :: Maybe (HashMap Text Text)
- defaultResourceConfig :: Maybe (HashMap Text Text)
- lastUpdatedDateTime :: Maybe POSIX
- name :: Maybe Text
- roleArn :: Maybe Text
- trainingInputMode :: Maybe Text
}
newAlgorithm :: Algorithm
algorithm_algorithmArn :: Lens' Algorithm (Maybe Text)
algorithm_algorithmImage :: Lens' Algorithm (Maybe AlgorithmImage)
algorithm_creationDateTime :: Lens' Algorithm (Maybe UTCTime)
algorithm_defaultHyperParameterRanges :: Lens' Algorithm (Maybe DefaultHyperParameterRanges)
algorithm_defaultHyperParameters :: Lens' Algorithm (Maybe (HashMap Text Text))
algorithm_defaultResourceConfig :: Lens' Algorithm (Maybe (HashMap Text Text))
algorithm_lastUpdatedDateTime :: Lens' Algorithm (Maybe UTCTime)
algorithm_name :: Lens' Algorithm (Maybe Text)
algorithm_roleArn :: Lens' Algorithm (Maybe Text)
algorithm_trainingInputMode :: Lens' Algorithm (Maybe Text)

Documentation

data Algorithm Source #

Describes a custom algorithm.

See: newAlgorithm smart constructor.

Constructors

Algorithm'

Fields

algorithmArn :: Maybe Text
The Amazon Resource Name (ARN) of the algorithm.
algorithmImage :: Maybe AlgorithmImage
The URI of the Docker container for the algorithm image.
creationDateTime :: Maybe POSIX
The date and time (in Unix time) that the algorithm was created.
defaultHyperParameterRanges :: Maybe DefaultHyperParameterRanges
Specifies the default hyperparameters, their ranges, and whether they are tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).
defaultHyperParameters :: Maybe (HashMap Text Text)
Specifies the default hyperparameters.
defaultResourceConfig :: Maybe (HashMap Text Text)
Specifies the default maximum number of training jobs and parallel training jobs.
lastUpdatedDateTime :: Maybe POSIX
The date and time (in Unix time) that the algorithm was last updated.
name :: Maybe Text
The name of the algorithm.
roleArn :: Maybe Text
The Amazon Resource Name (ARN) of the role.
trainingInputMode :: Maybe Text
The training input mode.

Instances

Instances details

FromJSON Algorithm Source #
Instance details Defined in Amazonka.Personalize.Types.Algorithm Methods parseJSON :: Value -> Parser Algorithm # parseJSONList :: Value -> Parser [Algorithm] #
Generic Algorithm Source #
Instance details Defined in Amazonka.Personalize.Types.Algorithm Associated Types type Rep Algorithm :: Type -> Type # Methods from :: Algorithm -> Rep Algorithm x # to :: Rep Algorithm x -> Algorithm #
Read Algorithm Source #
Instance details Defined in Amazonka.Personalize.Types.Algorithm Methods readsPrec :: Int -> ReadS Algorithm # readList :: ReadS [Algorithm] # readPrec :: ReadPrec Algorithm # readListPrec :: ReadPrec [Algorithm] #
Show Algorithm Source #
Instance details Defined in Amazonka.Personalize.Types.Algorithm Methods showsPrec :: Int -> Algorithm -> ShowS # show :: Algorithm -> String # showList :: [Algorithm] -> ShowS #
NFData Algorithm Source #
Instance details Defined in Amazonka.Personalize.Types.Algorithm Methods rnf :: Algorithm -> () #
Eq Algorithm Source #
Instance details Defined in Amazonka.Personalize.Types.Algorithm Methods (==) :: Algorithm -> Algorithm -> Bool # (/=) :: Algorithm -> Algorithm -> Bool #
Hashable Algorithm Source #
Instance details Defined in Amazonka.Personalize.Types.Algorithm Methods hashWithSalt :: Int -> Algorithm -> Int # hash :: Algorithm -> Int #
type Rep Algorithm Source #
Instance details Defined in Amazonka.Personalize.Types.Algorithm type Rep Algorithm = D1 ('MetaData "Algorithm" "Amazonka.Personalize.Types.Algorithm" "amazonka-personalize-2.0-9kdbGNMxU7zEIoXPqEwwTg" 'False) (C1 ('MetaCons "Algorithm'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "algorithmArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: S1 ('MetaSel ('Just "algorithmImage") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe AlgorithmImage))) :: (S1 ('MetaSel ('Just "creationDateTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)) :: (S1 ('MetaSel ('Just "defaultHyperParameterRanges") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe DefaultHyperParameterRanges)) :: S1 ('MetaSel ('Just "defaultHyperParameters") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (HashMap Text Text)))))) :: ((S1 ('MetaSel ('Just "defaultResourceConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (HashMap Text Text))) :: S1 ('MetaSel ('Just "lastUpdatedDateTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX))) :: (S1 ('MetaSel ('Just "name") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: (S1 ('MetaSel ('Just "roleArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "trainingInputMode") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)))))))

newAlgorithm :: Algorithm Source #

Create a value of Algorithm 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:algorithmArn:Algorithm', algorithm_algorithmArn - The Amazon Resource Name (ARN) of the algorithm.

$sel:algorithmImage:Algorithm', algorithm_algorithmImage - The URI of the Docker container for the algorithm image.

$sel:creationDateTime:Algorithm', algorithm_creationDateTime - The date and time (in Unix time) that the algorithm was created.

$sel:defaultHyperParameterRanges:Algorithm', algorithm_defaultHyperParameterRanges - Specifies the default hyperparameters, their ranges, and whether they are tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).

$sel:defaultHyperParameters:Algorithm', algorithm_defaultHyperParameters - Specifies the default hyperparameters.

$sel:defaultResourceConfig:Algorithm', algorithm_defaultResourceConfig - Specifies the default maximum number of training jobs and parallel training jobs.

$sel:lastUpdatedDateTime:Algorithm', algorithm_lastUpdatedDateTime - The date and time (in Unix time) that the algorithm was last updated.

Algorithm, algorithm_name - The name of the algorithm.

$sel:roleArn:Algorithm', algorithm_roleArn - The Amazon Resource Name (ARN) of the role.

$sel:trainingInputMode:Algorithm', algorithm_trainingInputMode - The training input mode.

algorithm_algorithmArn :: Lens' Algorithm (Maybe Text) Source #

The Amazon Resource Name (ARN) of the algorithm.

algorithm_algorithmImage :: Lens' Algorithm (Maybe AlgorithmImage) Source #

The URI of the Docker container for the algorithm image.

algorithm_creationDateTime :: Lens' Algorithm (Maybe UTCTime) Source #

The date and time (in Unix time) that the algorithm was created.

algorithm_defaultHyperParameterRanges :: Lens' Algorithm (Maybe DefaultHyperParameterRanges) Source #

Specifies the default hyperparameters, their ranges, and whether they are tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).

algorithm_defaultHyperParameters :: Lens' Algorithm (Maybe (HashMap Text Text)) Source #

Specifies the default hyperparameters.

algorithm_defaultResourceConfig :: Lens' Algorithm (Maybe (HashMap Text Text)) Source #

Specifies the default maximum number of training jobs and parallel training jobs.

algorithm_lastUpdatedDateTime :: Lens' Algorithm (Maybe UTCTime) Source #

The date and time (in Unix time) that the algorithm was last updated.

algorithm_name :: Lens' Algorithm (Maybe Text) Source #

The name of the algorithm.

algorithm_roleArn :: Lens' Algorithm (Maybe Text) Source #

The Amazon Resource Name (ARN) of the role.

algorithm_trainingInputMode :: Lens' Algorithm (Maybe Text) Source #

The training input mode.