Copyright	(c) 2013-2021 Brendan Hay
License	Mozilla Public License, v. 2.0.
Maintainer	Brendan Hay <brendan.g.hay+amazonka@gmail.com>
Stability	auto-generated
Portability	non-portable (GHC extensions)
Safe Haskell	None

Amazonka.SageMaker.CreateModelQualityJobDefinition

Contents

Creating a Request
Request Lenses
Destructuring the Response
Response Lenses

Description

Creates a definition for a job that monitors model quality and drift. For information about model monitor, see Amazon SageMaker Model Monitor.

Synopsis

Creating a Request

data CreateModelQualityJobDefinition Source #

See: newCreateModelQualityJobDefinition smart constructor.

Constructors

CreateModelQualityJobDefinition'

Fields

modelQualityBaselineConfig :: Maybe ModelQualityBaselineConfig
Specifies the constraints and baselines for the monitoring job.
stoppingCondition :: Maybe MonitoringStoppingCondition
networkConfig :: Maybe MonitoringNetworkConfig
Specifies the network configuration for the monitoring job.
tags :: Maybe [Tag]
(Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.
jobDefinitionName :: Text
The name of the monitoring job definition.
modelQualityAppSpecification :: ModelQualityAppSpecification
The container that runs the monitoring job.
modelQualityJobInput :: ModelQualityJobInput
A list of the inputs that are monitored. Currently endpoints are supported.
modelQualityJobOutputConfig :: MonitoringOutputConfig
jobResources :: MonitoringResources
roleArn :: Text
The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

Instances

Instances details

Eq CreateModelQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelQualityJobDefinition Methods (==) :: CreateModelQualityJobDefinition -> CreateModelQualityJobDefinition -> Bool # (/=) :: CreateModelQualityJobDefinition -> CreateModelQualityJobDefinition -> Bool #
Read CreateModelQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelQualityJobDefinition Methods readsPrec :: Int -> ReadS CreateModelQualityJobDefinition # readList :: ReadS [CreateModelQualityJobDefinition] # readPrec :: ReadPrec CreateModelQualityJobDefinition # readListPrec :: ReadPrec [CreateModelQualityJobDefinition] #
Show CreateModelQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelQualityJobDefinition Methods showsPrec :: Int -> CreateModelQualityJobDefinition -> ShowS # show :: CreateModelQualityJobDefinition -> String # showList :: [CreateModelQualityJobDefinition] -> ShowS #
Generic CreateModelQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelQualityJobDefinition Associated Types type Rep CreateModelQualityJobDefinition :: Type -> Type # Methods from :: CreateModelQualityJobDefinition -> Rep CreateModelQualityJobDefinition x # to :: Rep CreateModelQualityJobDefinition x -> CreateModelQualityJobDefinition #
NFData CreateModelQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelQualityJobDefinition Methods rnf :: CreateModelQualityJobDefinition -> () #
Hashable CreateModelQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelQualityJobDefinition Methods hashWithSalt :: Int -> CreateModelQualityJobDefinition -> Int # hash :: CreateModelQualityJobDefinition -> Int #
ToJSON CreateModelQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelQualityJobDefinition Methods toJSON :: CreateModelQualityJobDefinition -> Value # toEncoding :: CreateModelQualityJobDefinition -> Encoding # toJSONList :: [CreateModelQualityJobDefinition] -> Value # toEncodingList :: [CreateModelQualityJobDefinition] -> Encoding #
AWSRequest CreateModelQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelQualityJobDefinition Associated Types type AWSResponse CreateModelQualityJobDefinition # Methods request :: CreateModelQualityJobDefinition -> Request CreateModelQualityJobDefinition # response :: MonadResource m => Logger -> Service -> Proxy CreateModelQualityJobDefinition -> ClientResponse ClientBody -> m (Either Error (ClientResponse (AWSResponse CreateModelQualityJobDefinition))) #
ToHeaders CreateModelQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelQualityJobDefinition Methods toHeaders :: CreateModelQualityJobDefinition -> [Header] #
ToPath CreateModelQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelQualityJobDefinition Methods toPath :: CreateModelQualityJobDefinition -> ByteString #
ToQuery CreateModelQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelQualityJobDefinition Methods toQuery :: CreateModelQualityJobDefinition -> QueryString #
type Rep CreateModelQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelQualityJobDefinition type Rep CreateModelQualityJobDefinition = D1 ('MetaData "CreateModelQualityJobDefinition" "Amazonka.SageMaker.CreateModelQualityJobDefinition" "libZSservicesZSamazonka-sagemakerZSamazonka-sagemaker" 'False) (C1 ('MetaCons "CreateModelQualityJobDefinition'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "modelQualityBaselineConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ModelQualityBaselineConfig)) :: S1 ('MetaSel ('Just "stoppingCondition") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe MonitoringStoppingCondition))) :: (S1 ('MetaSel ('Just "networkConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe MonitoringNetworkConfig)) :: (S1 ('MetaSel ('Just "tags") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [Tag])) :: S1 ('MetaSel ('Just "jobDefinitionName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text)))) :: ((S1 ('MetaSel ('Just "modelQualityAppSpecification") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 ModelQualityAppSpecification) :: S1 ('MetaSel ('Just "modelQualityJobInput") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 ModelQualityJobInput)) :: (S1 ('MetaSel ('Just "modelQualityJobOutputConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 MonitoringOutputConfig) :: (S1 ('MetaSel ('Just "jobResources") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 MonitoringResources) :*: S1 ('MetaSel ('Just "roleArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text))))))
type AWSResponse CreateModelQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelQualityJobDefinition type AWSResponse CreateModelQualityJobDefinition = CreateModelQualityJobDefinitionResponse

newCreateModelQualityJobDefinition Source #

Arguments

:: Text	`$sel:jobDefinitionName:CreateModelQualityJobDefinition'`
-> ModelQualityAppSpecification	`$sel:modelQualityAppSpecification:CreateModelQualityJobDefinition'`
-> ModelQualityJobInput	`$sel:modelQualityJobInput:CreateModelQualityJobDefinition'`
-> MonitoringOutputConfig	`$sel:modelQualityJobOutputConfig:CreateModelQualityJobDefinition'`
-> MonitoringResources	`$sel:jobResources:CreateModelQualityJobDefinition'`
-> Text	`$sel:roleArn:CreateModelQualityJobDefinition'`
-> CreateModelQualityJobDefinition

Create a value of CreateModelQualityJobDefinition 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:modelQualityBaselineConfig:CreateModelQualityJobDefinition', createModelQualityJobDefinition_modelQualityBaselineConfig - Specifies the constraints and baselines for the monitoring job.

$sel:stoppingCondition:CreateModelQualityJobDefinition', createModelQualityJobDefinition_stoppingCondition - Undocumented member.

$sel:networkConfig:CreateModelQualityJobDefinition', createModelQualityJobDefinition_networkConfig - Specifies the network configuration for the monitoring job.

$sel:tags:CreateModelQualityJobDefinition', createModelQualityJobDefinition_tags - (Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

$sel:jobDefinitionName:CreateModelQualityJobDefinition', createModelQualityJobDefinition_jobDefinitionName - The name of the monitoring job definition.

$sel:modelQualityAppSpecification:CreateModelQualityJobDefinition', createModelQualityJobDefinition_modelQualityAppSpecification - The container that runs the monitoring job.

$sel:modelQualityJobInput:CreateModelQualityJobDefinition', createModelQualityJobDefinition_modelQualityJobInput - A list of the inputs that are monitored. Currently endpoints are supported.

$sel:modelQualityJobOutputConfig:CreateModelQualityJobDefinition', createModelQualityJobDefinition_modelQualityJobOutputConfig - Undocumented member.

$sel:jobResources:CreateModelQualityJobDefinition', createModelQualityJobDefinition_jobResources - Undocumented member.

$sel:roleArn:CreateModelQualityJobDefinition', createModelQualityJobDefinition_roleArn - The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

Request Lenses

createModelQualityJobDefinition_modelQualityBaselineConfig :: Lens' CreateModelQualityJobDefinition (Maybe ModelQualityBaselineConfig) Source #

Specifies the constraints and baselines for the monitoring job.

createModelQualityJobDefinition_stoppingCondition :: Lens' CreateModelQualityJobDefinition (Maybe MonitoringStoppingCondition) Source #

Undocumented member.

createModelQualityJobDefinition_networkConfig :: Lens' CreateModelQualityJobDefinition (Maybe MonitoringNetworkConfig) Source #

Specifies the network configuration for the monitoring job.

createModelQualityJobDefinition_tags :: Lens' CreateModelQualityJobDefinition (Maybe [Tag]) Source #

(Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

createModelQualityJobDefinition_jobDefinitionName :: Lens' CreateModelQualityJobDefinition Text Source #

The name of the monitoring job definition.

createModelQualityJobDefinition_modelQualityAppSpecification :: Lens' CreateModelQualityJobDefinition ModelQualityAppSpecification Source #

The container that runs the monitoring job.

createModelQualityJobDefinition_modelQualityJobInput :: Lens' CreateModelQualityJobDefinition ModelQualityJobInput Source #

A list of the inputs that are monitored. Currently endpoints are supported.

createModelQualityJobDefinition_modelQualityJobOutputConfig :: Lens' CreateModelQualityJobDefinition MonitoringOutputConfig Source #

Undocumented member.

createModelQualityJobDefinition_jobResources :: Lens' CreateModelQualityJobDefinition MonitoringResources Source #

Undocumented member.

createModelQualityJobDefinition_roleArn :: Lens' CreateModelQualityJobDefinition Text Source #

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

Destructuring the Response

data CreateModelQualityJobDefinitionResponse Source #

See: newCreateModelQualityJobDefinitionResponse smart constructor.

Constructors

CreateModelQualityJobDefinitionResponse'
Fields httpStatus :: Int The response's http status code. jobDefinitionArn :: Text The Amazon Resource Name (ARN) of the model quality monitoring job.

Instances

Instances details

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

newCreateModelQualityJobDefinitionResponse Source #

Arguments

:: Int	`$sel:httpStatus:CreateModelQualityJobDefinitionResponse'`
-> Text	`$sel:jobDefinitionArn:CreateModelQualityJobDefinitionResponse'`
-> CreateModelQualityJobDefinitionResponse

Create a value of CreateModelQualityJobDefinitionResponse 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:CreateModelQualityJobDefinitionResponse', createModelQualityJobDefinitionResponse_httpStatus - The response's http status code.

$sel:jobDefinitionArn:CreateModelQualityJobDefinitionResponse', createModelQualityJobDefinitionResponse_jobDefinitionArn - The Amazon Resource Name (ARN) of the model quality monitoring job.

Response Lenses

createModelQualityJobDefinitionResponse_httpStatus :: Lens' CreateModelQualityJobDefinitionResponse Int Source #

The response's http status code.

createModelQualityJobDefinitionResponse_jobDefinitionArn :: Lens' CreateModelQualityJobDefinitionResponse Text Source #

The Amazon Resource Name (ARN) of the model quality monitoring job.