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.CreateDataQualityJobDefinition

Contents

Creating a Request
Request Lenses
Destructuring the Response
Response Lenses

Description

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

Synopsis

Creating a Request

data CreateDataQualityJobDefinition Source #

See: newCreateDataQualityJobDefinition smart constructor.

Constructors

CreateDataQualityJobDefinition'

Fields

dataQualityBaselineConfig :: Maybe DataQualityBaselineConfig
Configures the constraints and baselines for the monitoring job.
stoppingCondition :: Maybe MonitoringStoppingCondition
networkConfig :: Maybe MonitoringNetworkConfig
Specifies networking 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 for the monitoring job definition.
dataQualityAppSpecification :: DataQualityAppSpecification
Specifies the container that runs the monitoring job.
dataQualityJobInput :: DataQualityJobInput
A list of inputs for the monitoring job. Currently endpoints are supported as monitoring inputs.
dataQualityJobOutputConfig :: 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 CreateDataQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateDataQualityJobDefinition Methods (==) :: CreateDataQualityJobDefinition -> CreateDataQualityJobDefinition -> Bool # (/=) :: CreateDataQualityJobDefinition -> CreateDataQualityJobDefinition -> Bool #
Read CreateDataQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateDataQualityJobDefinition Methods readsPrec :: Int -> ReadS CreateDataQualityJobDefinition # readList :: ReadS [CreateDataQualityJobDefinition] # readPrec :: ReadPrec CreateDataQualityJobDefinition # readListPrec :: ReadPrec [CreateDataQualityJobDefinition] #
Show CreateDataQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateDataQualityJobDefinition Methods showsPrec :: Int -> CreateDataQualityJobDefinition -> ShowS # show :: CreateDataQualityJobDefinition -> String # showList :: [CreateDataQualityJobDefinition] -> ShowS #
Generic CreateDataQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateDataQualityJobDefinition Associated Types type Rep CreateDataQualityJobDefinition :: Type -> Type # Methods from :: CreateDataQualityJobDefinition -> Rep CreateDataQualityJobDefinition x # to :: Rep CreateDataQualityJobDefinition x -> CreateDataQualityJobDefinition #
NFData CreateDataQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateDataQualityJobDefinition Methods rnf :: CreateDataQualityJobDefinition -> () #
Hashable CreateDataQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateDataQualityJobDefinition Methods hashWithSalt :: Int -> CreateDataQualityJobDefinition -> Int # hash :: CreateDataQualityJobDefinition -> Int #
ToJSON CreateDataQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateDataQualityJobDefinition Methods toJSON :: CreateDataQualityJobDefinition -> Value # toEncoding :: CreateDataQualityJobDefinition -> Encoding # toJSONList :: [CreateDataQualityJobDefinition] -> Value # toEncodingList :: [CreateDataQualityJobDefinition] -> Encoding #
AWSRequest CreateDataQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateDataQualityJobDefinition Associated Types type AWSResponse CreateDataQualityJobDefinition # Methods request :: CreateDataQualityJobDefinition -> Request CreateDataQualityJobDefinition # response :: MonadResource m => Logger -> Service -> Proxy CreateDataQualityJobDefinition -> ClientResponse ClientBody -> m (Either Error (ClientResponse (AWSResponse CreateDataQualityJobDefinition))) #
ToHeaders CreateDataQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateDataQualityJobDefinition Methods toHeaders :: CreateDataQualityJobDefinition -> [Header] #
ToPath CreateDataQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateDataQualityJobDefinition Methods toPath :: CreateDataQualityJobDefinition -> ByteString #
ToQuery CreateDataQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateDataQualityJobDefinition Methods toQuery :: CreateDataQualityJobDefinition -> QueryString #
type Rep CreateDataQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateDataQualityJobDefinition type Rep CreateDataQualityJobDefinition = D1 ('MetaData "CreateDataQualityJobDefinition" "Amazonka.SageMaker.CreateDataQualityJobDefinition" "libZSservicesZSamazonka-sagemakerZSamazonka-sagemaker" 'False) (C1 ('MetaCons "CreateDataQualityJobDefinition'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "dataQualityBaselineConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe DataQualityBaselineConfig)) :: 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 "dataQualityAppSpecification") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 DataQualityAppSpecification) :: S1 ('MetaSel ('Just "dataQualityJobInput") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 DataQualityJobInput)) :: (S1 ('MetaSel ('Just "dataQualityJobOutputConfig") '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 CreateDataQualityJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateDataQualityJobDefinition type AWSResponse CreateDataQualityJobDefinition = CreateDataQualityJobDefinitionResponse

newCreateDataQualityJobDefinition Source #

Arguments

:: Text	`$sel:jobDefinitionName:CreateDataQualityJobDefinition'`
-> DataQualityAppSpecification	`$sel:dataQualityAppSpecification:CreateDataQualityJobDefinition'`
-> DataQualityJobInput	`$sel:dataQualityJobInput:CreateDataQualityJobDefinition'`
-> MonitoringOutputConfig	`$sel:dataQualityJobOutputConfig:CreateDataQualityJobDefinition'`
-> MonitoringResources	`$sel:jobResources:CreateDataQualityJobDefinition'`
-> Text	`$sel:roleArn:CreateDataQualityJobDefinition'`
-> CreateDataQualityJobDefinition

Create a value of CreateDataQualityJobDefinition 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:dataQualityBaselineConfig:CreateDataQualityJobDefinition', createDataQualityJobDefinition_dataQualityBaselineConfig - Configures the constraints and baselines for the monitoring job.

$sel:stoppingCondition:CreateDataQualityJobDefinition', createDataQualityJobDefinition_stoppingCondition - Undocumented member.

$sel:networkConfig:CreateDataQualityJobDefinition', createDataQualityJobDefinition_networkConfig - Specifies networking configuration for the monitoring job.

$sel:tags:CreateDataQualityJobDefinition', createDataQualityJobDefinition_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:CreateDataQualityJobDefinition', createDataQualityJobDefinition_jobDefinitionName - The name for the monitoring job definition.

$sel:dataQualityAppSpecification:CreateDataQualityJobDefinition', createDataQualityJobDefinition_dataQualityAppSpecification - Specifies the container that runs the monitoring job.

$sel:dataQualityJobInput:CreateDataQualityJobDefinition', createDataQualityJobDefinition_dataQualityJobInput - A list of inputs for the monitoring job. Currently endpoints are supported as monitoring inputs.

$sel:dataQualityJobOutputConfig:CreateDataQualityJobDefinition', createDataQualityJobDefinition_dataQualityJobOutputConfig - Undocumented member.

$sel:jobResources:CreateDataQualityJobDefinition', createDataQualityJobDefinition_jobResources - Undocumented member.

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

Request Lenses

createDataQualityJobDefinition_dataQualityBaselineConfig :: Lens' CreateDataQualityJobDefinition (Maybe DataQualityBaselineConfig) Source #

Configures the constraints and baselines for the monitoring job.

createDataQualityJobDefinition_stoppingCondition :: Lens' CreateDataQualityJobDefinition (Maybe MonitoringStoppingCondition) Source #

Undocumented member.

createDataQualityJobDefinition_networkConfig :: Lens' CreateDataQualityJobDefinition (Maybe MonitoringNetworkConfig) Source #

Specifies networking configuration for the monitoring job.

createDataQualityJobDefinition_tags :: Lens' CreateDataQualityJobDefinition (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.

createDataQualityJobDefinition_jobDefinitionName :: Lens' CreateDataQualityJobDefinition Text Source #

The name for the monitoring job definition.

createDataQualityJobDefinition_dataQualityAppSpecification :: Lens' CreateDataQualityJobDefinition DataQualityAppSpecification Source #

Specifies the container that runs the monitoring job.

createDataQualityJobDefinition_dataQualityJobInput :: Lens' CreateDataQualityJobDefinition DataQualityJobInput Source #

A list of inputs for the monitoring job. Currently endpoints are supported as monitoring inputs.

createDataQualityJobDefinition_dataQualityJobOutputConfig :: Lens' CreateDataQualityJobDefinition MonitoringOutputConfig Source #

Undocumented member.

createDataQualityJobDefinition_jobResources :: Lens' CreateDataQualityJobDefinition MonitoringResources Source #

Undocumented member.

createDataQualityJobDefinition_roleArn :: Lens' CreateDataQualityJobDefinition 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 CreateDataQualityJobDefinitionResponse Source #

See: newCreateDataQualityJobDefinitionResponse smart constructor.

Constructors

CreateDataQualityJobDefinitionResponse'
Fields httpStatus :: Int The response's http status code. jobDefinitionArn :: Text The Amazon Resource Name (ARN) of the job definition.

Instances

Instances details

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

newCreateDataQualityJobDefinitionResponse Source #

Arguments

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

Create a value of CreateDataQualityJobDefinitionResponse 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:CreateDataQualityJobDefinitionResponse', createDataQualityJobDefinitionResponse_httpStatus - The response's http status code.

$sel:jobDefinitionArn:CreateDataQualityJobDefinitionResponse', createDataQualityJobDefinitionResponse_jobDefinitionArn - The Amazon Resource Name (ARN) of the job definition.

Response Lenses

createDataQualityJobDefinitionResponse_httpStatus :: Lens' CreateDataQualityJobDefinitionResponse Int Source #

The response's http status code.

createDataQualityJobDefinitionResponse_jobDefinitionArn :: Lens' CreateDataQualityJobDefinitionResponse Text Source #

The Amazon Resource Name (ARN) of the job definition.