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.UpdateInferenceExperiment

Contents

Creating a Request
Request Lenses
Destructuring the Response
Response Lenses

Description

Updates an inference experiment that you created. The status of the inference experiment has to be either Created, Running. For more information on the status of an inference experiment, see DescribeInferenceExperimentResponse$Status.

Synopsis

Creating a Request

data UpdateInferenceExperiment Source #

See: newUpdateInferenceExperiment smart constructor.

Constructors

UpdateInferenceExperiment'

Fields

dataStorageConfig :: Maybe InferenceExperimentDataStorageConfig
The Amazon S3 location and configuration for storing inference request and response data.
description :: Maybe Text
The description of the inference experiment.
modelVariants :: Maybe (NonEmpty ModelVariantConfig)
An array of ModelVariantConfig objects. There is one for each variant, whose infrastructure configuration you want to update.
schedule :: Maybe InferenceExperimentSchedule
The duration for which the inference experiment will run. If the status of the inference experiment is Created, then you can update both the start and end dates. If the status of the inference experiment is Running, then you can update only the end date.
shadowModeConfig :: Maybe ShadowModeConfig
The configuration of ShadowMode inference experiment type. Use this field to specify a production variant which takes all the inference requests, and a shadow variant to which Amazon SageMaker replicates a percentage of the inference requests. For the shadow variant also specify the percentage of requests that Amazon SageMaker replicates.
name :: Text
The name of the inference experiment to be updated.

Instances

Instances details

ToJSON UpdateInferenceExperiment Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment Methods toJSON :: UpdateInferenceExperiment -> Value # toEncoding :: UpdateInferenceExperiment -> Encoding # toJSONList :: [UpdateInferenceExperiment] -> Value # toEncodingList :: [UpdateInferenceExperiment] -> Encoding #
ToHeaders UpdateInferenceExperiment Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment Methods toHeaders :: UpdateInferenceExperiment -> [Header] #
ToPath UpdateInferenceExperiment Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment Methods toPath :: UpdateInferenceExperiment -> ByteString #
ToQuery UpdateInferenceExperiment Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment Methods toQuery :: UpdateInferenceExperiment -> QueryString #
AWSRequest UpdateInferenceExperiment Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment Associated Types type AWSResponse UpdateInferenceExperiment # Methods request :: (Service -> Service) -> UpdateInferenceExperiment -> Request UpdateInferenceExperiment # response :: MonadResource m => (ByteStringLazy -> IO ByteStringLazy) -> Service -> Proxy UpdateInferenceExperiment -> ClientResponse ClientBody -> m (Either Error (ClientResponse (AWSResponse UpdateInferenceExperiment))) #
Generic UpdateInferenceExperiment Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment Associated Types type Rep UpdateInferenceExperiment :: Type -> Type # Methods from :: UpdateInferenceExperiment -> Rep UpdateInferenceExperiment x # to :: Rep UpdateInferenceExperiment x -> UpdateInferenceExperiment #
Read UpdateInferenceExperiment Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment Methods readsPrec :: Int -> ReadS UpdateInferenceExperiment # readList :: ReadS [UpdateInferenceExperiment] # readPrec :: ReadPrec UpdateInferenceExperiment # readListPrec :: ReadPrec [UpdateInferenceExperiment] #
Show UpdateInferenceExperiment Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment Methods showsPrec :: Int -> UpdateInferenceExperiment -> ShowS # show :: UpdateInferenceExperiment -> String # showList :: [UpdateInferenceExperiment] -> ShowS #
NFData UpdateInferenceExperiment Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment Methods rnf :: UpdateInferenceExperiment -> () #
Eq UpdateInferenceExperiment Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment Methods (==) :: UpdateInferenceExperiment -> UpdateInferenceExperiment -> Bool # (/=) :: UpdateInferenceExperiment -> UpdateInferenceExperiment -> Bool #
Hashable UpdateInferenceExperiment Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment Methods hashWithSalt :: Int -> UpdateInferenceExperiment -> Int # hash :: UpdateInferenceExperiment -> Int #
type AWSResponse UpdateInferenceExperiment Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment type AWSResponse UpdateInferenceExperiment = UpdateInferenceExperimentResponse
type Rep UpdateInferenceExperiment Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment type Rep UpdateInferenceExperiment = D1 ('MetaData "UpdateInferenceExperiment" "Amazonka.SageMaker.UpdateInferenceExperiment" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "UpdateInferenceExperiment'" 'PrefixI 'True) ((S1 ('MetaSel ('Just "dataStorageConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe InferenceExperimentDataStorageConfig)) :: (S1 ('MetaSel ('Just "description") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: S1 ('MetaSel ('Just "modelVariants") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (NonEmpty ModelVariantConfig))))) :: (S1 ('MetaSel ('Just "schedule") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe InferenceExperimentSchedule)) :: (S1 ('MetaSel ('Just "shadowModeConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ShadowModeConfig)) :*: S1 ('MetaSel ('Just "name") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text)))))

newUpdateInferenceExperiment Source #

Arguments

:: Text	`UpdateInferenceExperiment`
-> UpdateInferenceExperiment

Create a value of UpdateInferenceExperiment 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:dataStorageConfig:UpdateInferenceExperiment', updateInferenceExperiment_dataStorageConfig - The Amazon S3 location and configuration for storing inference request and response data.

UpdateInferenceExperiment, updateInferenceExperiment_description - The description of the inference experiment.

$sel:modelVariants:UpdateInferenceExperiment', updateInferenceExperiment_modelVariants - An array of ModelVariantConfig objects. There is one for each variant, whose infrastructure configuration you want to update.

UpdateInferenceExperiment, updateInferenceExperiment_schedule - The duration for which the inference experiment will run. If the status of the inference experiment is Created, then you can update both the start and end dates. If the status of the inference experiment is Running, then you can update only the end date.

$sel:shadowModeConfig:UpdateInferenceExperiment', updateInferenceExperiment_shadowModeConfig - The configuration of ShadowMode inference experiment type. Use this field to specify a production variant which takes all the inference requests, and a shadow variant to which Amazon SageMaker replicates a percentage of the inference requests. For the shadow variant also specify the percentage of requests that Amazon SageMaker replicates.

UpdateInferenceExperiment, updateInferenceExperiment_name - The name of the inference experiment to be updated.

Request Lenses

updateInferenceExperiment_dataStorageConfig :: Lens' UpdateInferenceExperiment (Maybe InferenceExperimentDataStorageConfig) Source #

The Amazon S3 location and configuration for storing inference request and response data.

updateInferenceExperiment_description :: Lens' UpdateInferenceExperiment (Maybe Text) Source #

The description of the inference experiment.

updateInferenceExperiment_modelVariants :: Lens' UpdateInferenceExperiment (Maybe (NonEmpty ModelVariantConfig)) Source #

An array of ModelVariantConfig objects. There is one for each variant, whose infrastructure configuration you want to update.

updateInferenceExperiment_schedule :: Lens' UpdateInferenceExperiment (Maybe InferenceExperimentSchedule) Source #

The duration for which the inference experiment will run. If the status of the inference experiment is Created, then you can update both the start and end dates. If the status of the inference experiment is Running, then you can update only the end date.

updateInferenceExperiment_shadowModeConfig :: Lens' UpdateInferenceExperiment (Maybe ShadowModeConfig) Source #

The configuration of ShadowMode inference experiment type. Use this field to specify a production variant which takes all the inference requests, and a shadow variant to which Amazon SageMaker replicates a percentage of the inference requests. For the shadow variant also specify the percentage of requests that Amazon SageMaker replicates.

updateInferenceExperiment_name :: Lens' UpdateInferenceExperiment Text Source #

The name of the inference experiment to be updated.

Destructuring the Response

data UpdateInferenceExperimentResponse Source #

See: newUpdateInferenceExperimentResponse smart constructor.

Constructors

UpdateInferenceExperimentResponse'
Fields httpStatus :: Int The response's http status code. inferenceExperimentArn :: Text The ARN of the updated inference experiment.

Instances

Instances details

Generic UpdateInferenceExperimentResponse Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment Associated Types type Rep UpdateInferenceExperimentResponse :: Type -> Type # Methods from :: UpdateInferenceExperimentResponse -> Rep UpdateInferenceExperimentResponse x # to :: Rep UpdateInferenceExperimentResponse x -> UpdateInferenceExperimentResponse #
Read UpdateInferenceExperimentResponse Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment Methods readsPrec :: Int -> ReadS UpdateInferenceExperimentResponse # readList :: ReadS [UpdateInferenceExperimentResponse] # readPrec :: ReadPrec UpdateInferenceExperimentResponse # readListPrec :: ReadPrec [UpdateInferenceExperimentResponse] #
Show UpdateInferenceExperimentResponse Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment Methods showsPrec :: Int -> UpdateInferenceExperimentResponse -> ShowS # show :: UpdateInferenceExperimentResponse -> String # showList :: [UpdateInferenceExperimentResponse] -> ShowS #
NFData UpdateInferenceExperimentResponse Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment Methods rnf :: UpdateInferenceExperimentResponse -> () #
Eq UpdateInferenceExperimentResponse Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment Methods (==) :: UpdateInferenceExperimentResponse -> UpdateInferenceExperimentResponse -> Bool # (/=) :: UpdateInferenceExperimentResponse -> UpdateInferenceExperimentResponse -> Bool #
type Rep UpdateInferenceExperimentResponse Source #
Instance details Defined in Amazonka.SageMaker.UpdateInferenceExperiment type Rep UpdateInferenceExperimentResponse = D1 ('MetaData "UpdateInferenceExperimentResponse" "Amazonka.SageMaker.UpdateInferenceExperiment" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "UpdateInferenceExperimentResponse'" 'PrefixI 'True) (S1 ('MetaSel ('Just "httpStatus") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Int) :*: S1 ('MetaSel ('Just "inferenceExperimentArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text)))

newUpdateInferenceExperimentResponse Source #

Arguments

:: Int	`$sel:httpStatus:UpdateInferenceExperimentResponse'`
-> Text	`$sel:inferenceExperimentArn:UpdateInferenceExperimentResponse'`
-> UpdateInferenceExperimentResponse

Create a value of UpdateInferenceExperimentResponse 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:httpStatus:UpdateInferenceExperimentResponse', updateInferenceExperimentResponse_httpStatus - The response's http status code.

$sel:inferenceExperimentArn:UpdateInferenceExperimentResponse', updateInferenceExperimentResponse_inferenceExperimentArn - The ARN of the updated inference experiment.

Response Lenses

updateInferenceExperimentResponse_httpStatus :: Lens' UpdateInferenceExperimentResponse Int Source #

The response's http status code.

updateInferenceExperimentResponse_inferenceExperimentArn :: Lens' UpdateInferenceExperimentResponse Text Source #

The ARN of the updated inference experiment.