libZSservicesZSamazonka-lookoutvisionZSamazonka-lookoutvision
Copyright(c) 2013-2021 Brendan Hay
LicenseMozilla Public License, v. 2.0.
MaintainerBrendan Hay <brendan.g.hay+amazonka@gmail.com>
Stabilityauto-generated
Portabilitynon-portable (GHC extensions)
Safe HaskellNone

Amazonka.LookoutVision.Types.ModelDescription

Description

 
Synopsis

Documentation

data ModelDescription Source #

Describes an Amazon Lookout for Vision model.

See: newModelDescription smart constructor.

Constructors

ModelDescription' 

Fields

Instances

Instances details
Eq ModelDescription Source # 
Instance details

Defined in Amazonka.LookoutVision.Types.ModelDescription

Methods

(==) :: ModelDescription -> ModelDescription -> Bool #

(/=) :: ModelDescription -> ModelDescription -> Bool #

Read ModelDescription Source # 
Instance details

Defined in Amazonka.LookoutVision.Types.ModelDescription

Methods

readsPrec :: Int -> ReadS ModelDescription #

readList :: ReadS [ModelDescription] #

readPrec :: ReadPrec ModelDescription #

readListPrec :: ReadPrec [ModelDescription] #

Show ModelDescription Source # 
Instance details

Defined in Amazonka.LookoutVision.Types.ModelDescription

Methods

showsPrec :: Int -> ModelDescription -> ShowS #

show :: ModelDescription -> String #

showList :: [ModelDescription] -> ShowS #

Generic ModelDescription Source # 
Instance details

Defined in Amazonka.LookoutVision.Types.ModelDescription

Associated Types

type Rep ModelDescription :: Type -> Type #

Methods

from :: ModelDescription -> Rep ModelDescription x #

to :: Rep ModelDescription x -> ModelDescription #

NFData ModelDescription Source # 
Instance details

Defined in Amazonka.LookoutVision.Types.ModelDescription

Methods

rnf :: ModelDescription -> () #

Hashable ModelDescription Source # 
Instance details

Defined in Amazonka.LookoutVision.Types.ModelDescription

Methods

hashWithSalt :: Int -> ModelDescription -> Int #

hash :: ModelDescription -> Int #

FromJSON ModelDescription Source # 
Instance details

Defined in Amazonka.LookoutVision.Types.ModelDescription

Methods

parseJSON :: Value -> Parser ModelDescription #

parseJSONList :: Value -> Parser [ModelDescription] #

type Rep ModelDescription Source # 
Instance details

Defined in Amazonka.LookoutVision.Types.ModelDescription

type Rep ModelDescription = D1 ('MetaData "ModelDescription" "Amazonka.LookoutVision.Types.ModelDescription" "libZSservicesZSamazonka-lookoutvisionZSamazonka-lookoutvision" 'False) (C1 ('MetaCons "ModelDescription'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "status") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ModelStatus)) :*: (S1 ('MetaSel ('Just "evaluationResult") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe OutputS3Object)) :*: S1 ('MetaSel ('Just "evaluationEndTimestamp") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)))) :*: (S1 ('MetaSel ('Just "modelArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: (S1 ('MetaSel ('Just "performance") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ModelPerformance)) :*: S1 ('MetaSel ('Just "kmsKeyId") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text))))) :*: ((S1 ('MetaSel ('Just "statusMessage") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: (S1 ('MetaSel ('Just "creationTimestamp") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)) :*: S1 ('MetaSel ('Just "outputConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe OutputConfig)))) :*: (S1 ('MetaSel ('Just "modelVersion") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: (S1 ('MetaSel ('Just "description") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "evaluationManifest") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe OutputS3Object)))))))

newModelDescription :: ModelDescription Source #

Create a value of ModelDescription 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:status:ModelDescription', modelDescription_status - The status of the model.

$sel:evaluationResult:ModelDescription', modelDescription_evaluationResult - The S3 location where Amazon Lookout for Vision saves the performance metrics.

$sel:evaluationEndTimestamp:ModelDescription', modelDescription_evaluationEndTimestamp - The unix timestamp for the date and time that the evaluation ended.

$sel:modelArn:ModelDescription', modelDescription_modelArn - The Amazon Resource Name (ARN) of the model.

$sel:performance:ModelDescription', modelDescription_performance - Performance metrics for the model. Created during training.

$sel:kmsKeyId:ModelDescription', modelDescription_kmsKeyId - The identifer for the AWS Key Management Service (AWS KMS) key that was used to encrypt the model during training.

$sel:statusMessage:ModelDescription', modelDescription_statusMessage - The status message for the model.

$sel:creationTimestamp:ModelDescription', modelDescription_creationTimestamp - The unix timestamp for the date and time that the model was created.

$sel:outputConfig:ModelDescription', modelDescription_outputConfig - The S3 location where Amazon Lookout for Vision saves model training files.

$sel:modelVersion:ModelDescription', modelDescription_modelVersion - The version of the model

$sel:description:ModelDescription', modelDescription_description - The description for the model.

$sel:evaluationManifest:ModelDescription', modelDescription_evaluationManifest - The S3 location where Amazon Lookout for Vision saves the manifest file that was used to test the trained model and generate the performance scores.

modelDescription_status :: Lens' ModelDescription (Maybe ModelStatus) Source #

The status of the model.

modelDescription_evaluationResult :: Lens' ModelDescription (Maybe OutputS3Object) Source #

The S3 location where Amazon Lookout for Vision saves the performance metrics.

modelDescription_evaluationEndTimestamp :: Lens' ModelDescription (Maybe UTCTime) Source #

The unix timestamp for the date and time that the evaluation ended.

modelDescription_modelArn :: Lens' ModelDescription (Maybe Text) Source #

The Amazon Resource Name (ARN) of the model.

modelDescription_performance :: Lens' ModelDescription (Maybe ModelPerformance) Source #

Performance metrics for the model. Created during training.

modelDescription_kmsKeyId :: Lens' ModelDescription (Maybe Text) Source #

The identifer for the AWS Key Management Service (AWS KMS) key that was used to encrypt the model during training.

modelDescription_statusMessage :: Lens' ModelDescription (Maybe Text) Source #

The status message for the model.

modelDescription_creationTimestamp :: Lens' ModelDescription (Maybe UTCTime) Source #

The unix timestamp for the date and time that the model was created.

modelDescription_outputConfig :: Lens' ModelDescription (Maybe OutputConfig) Source #

The S3 location where Amazon Lookout for Vision saves model training files.

modelDescription_modelVersion :: Lens' ModelDescription (Maybe Text) Source #

The version of the model

modelDescription_description :: Lens' ModelDescription (Maybe Text) Source #

The description for the model.

modelDescription_evaluationManifest :: Lens' ModelDescription (Maybe OutputS3Object) Source #

The S3 location where Amazon Lookout for Vision saves the manifest file that was used to test the trained model and generate the performance scores.