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.CreateModelBiasJobDefinition

Contents

Creating a Request
Request Lenses
Destructuring the Response
Response Lenses

Description

Creates the definition for a model bias job.

Synopsis

Creating a Request

data CreateModelBiasJobDefinition Source #

See: newCreateModelBiasJobDefinition smart constructor.

Constructors

CreateModelBiasJobDefinition'

Fields

modelBiasBaselineConfig :: Maybe ModelBiasBaselineConfig
The baseline configuration for a model bias job.
stoppingCondition :: Maybe MonitoringStoppingCondition
networkConfig :: Maybe MonitoringNetworkConfig
Networking options for a model bias 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 bias job definition. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.
modelBiasAppSpecification :: ModelBiasAppSpecification
Configures the model bias job to run a specified Docker container image.
modelBiasJobInput :: ModelBiasJobInput
Inputs for the model bias job.
modelBiasJobOutputConfig :: 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 CreateModelBiasJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelBiasJobDefinition Methods (==) :: CreateModelBiasJobDefinition -> CreateModelBiasJobDefinition -> Bool # (/=) :: CreateModelBiasJobDefinition -> CreateModelBiasJobDefinition -> Bool #
Read CreateModelBiasJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelBiasJobDefinition Methods readsPrec :: Int -> ReadS CreateModelBiasJobDefinition # readList :: ReadS [CreateModelBiasJobDefinition] # readPrec :: ReadPrec CreateModelBiasJobDefinition # readListPrec :: ReadPrec [CreateModelBiasJobDefinition] #
Show CreateModelBiasJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelBiasJobDefinition Methods showsPrec :: Int -> CreateModelBiasJobDefinition -> ShowS # show :: CreateModelBiasJobDefinition -> String # showList :: [CreateModelBiasJobDefinition] -> ShowS #
Generic CreateModelBiasJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelBiasJobDefinition Associated Types type Rep CreateModelBiasJobDefinition :: Type -> Type # Methods from :: CreateModelBiasJobDefinition -> Rep CreateModelBiasJobDefinition x # to :: Rep CreateModelBiasJobDefinition x -> CreateModelBiasJobDefinition #
NFData CreateModelBiasJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelBiasJobDefinition Methods rnf :: CreateModelBiasJobDefinition -> () #
Hashable CreateModelBiasJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelBiasJobDefinition Methods hashWithSalt :: Int -> CreateModelBiasJobDefinition -> Int # hash :: CreateModelBiasJobDefinition -> Int #
ToJSON CreateModelBiasJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelBiasJobDefinition Methods toJSON :: CreateModelBiasJobDefinition -> Value # toEncoding :: CreateModelBiasJobDefinition -> Encoding # toJSONList :: [CreateModelBiasJobDefinition] -> Value # toEncodingList :: [CreateModelBiasJobDefinition] -> Encoding #
AWSRequest CreateModelBiasJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelBiasJobDefinition Associated Types type AWSResponse CreateModelBiasJobDefinition # Methods request :: CreateModelBiasJobDefinition -> Request CreateModelBiasJobDefinition # response :: MonadResource m => Logger -> Service -> Proxy CreateModelBiasJobDefinition -> ClientResponse ClientBody -> m (Either Error (ClientResponse (AWSResponse CreateModelBiasJobDefinition))) #
ToHeaders CreateModelBiasJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelBiasJobDefinition Methods toHeaders :: CreateModelBiasJobDefinition -> [Header] #
ToPath CreateModelBiasJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelBiasJobDefinition Methods toPath :: CreateModelBiasJobDefinition -> ByteString #
ToQuery CreateModelBiasJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelBiasJobDefinition Methods toQuery :: CreateModelBiasJobDefinition -> QueryString #
type Rep CreateModelBiasJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelBiasJobDefinition type Rep CreateModelBiasJobDefinition = D1 ('MetaData "CreateModelBiasJobDefinition" "Amazonka.SageMaker.CreateModelBiasJobDefinition" "libZSservicesZSamazonka-sagemakerZSamazonka-sagemaker" 'False) (C1 ('MetaCons "CreateModelBiasJobDefinition'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "modelBiasBaselineConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ModelBiasBaselineConfig)) :: 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 "modelBiasAppSpecification") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 ModelBiasAppSpecification) :: S1 ('MetaSel ('Just "modelBiasJobInput") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 ModelBiasJobInput)) :: (S1 ('MetaSel ('Just "modelBiasJobOutputConfig") '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 CreateModelBiasJobDefinition Source #
Instance details Defined in Amazonka.SageMaker.CreateModelBiasJobDefinition type AWSResponse CreateModelBiasJobDefinition = CreateModelBiasJobDefinitionResponse

newCreateModelBiasJobDefinition Source #

Arguments

:: Text	`$sel:jobDefinitionName:CreateModelBiasJobDefinition'`
-> ModelBiasAppSpecification	`$sel:modelBiasAppSpecification:CreateModelBiasJobDefinition'`
-> ModelBiasJobInput	`$sel:modelBiasJobInput:CreateModelBiasJobDefinition'`
-> MonitoringOutputConfig	`$sel:modelBiasJobOutputConfig:CreateModelBiasJobDefinition'`
-> MonitoringResources	`$sel:jobResources:CreateModelBiasJobDefinition'`
-> Text	`$sel:roleArn:CreateModelBiasJobDefinition'`
-> CreateModelBiasJobDefinition

Create a value of CreateModelBiasJobDefinition 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:modelBiasBaselineConfig:CreateModelBiasJobDefinition', createModelBiasJobDefinition_modelBiasBaselineConfig - The baseline configuration for a model bias job.

$sel:stoppingCondition:CreateModelBiasJobDefinition', createModelBiasJobDefinition_stoppingCondition - Undocumented member.

$sel:networkConfig:CreateModelBiasJobDefinition', createModelBiasJobDefinition_networkConfig - Networking options for a model bias job.

$sel:tags:CreateModelBiasJobDefinition', createModelBiasJobDefinition_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:CreateModelBiasJobDefinition', createModelBiasJobDefinition_jobDefinitionName - The name of the bias job definition. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.

$sel:modelBiasAppSpecification:CreateModelBiasJobDefinition', createModelBiasJobDefinition_modelBiasAppSpecification - Configures the model bias job to run a specified Docker container image.

$sel:modelBiasJobInput:CreateModelBiasJobDefinition', createModelBiasJobDefinition_modelBiasJobInput - Inputs for the model bias job.

$sel:modelBiasJobOutputConfig:CreateModelBiasJobDefinition', createModelBiasJobDefinition_modelBiasJobOutputConfig - Undocumented member.

$sel:jobResources:CreateModelBiasJobDefinition', createModelBiasJobDefinition_jobResources - Undocumented member.

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

Request Lenses

createModelBiasJobDefinition_modelBiasBaselineConfig :: Lens' CreateModelBiasJobDefinition (Maybe ModelBiasBaselineConfig) Source #

The baseline configuration for a model bias job.

createModelBiasJobDefinition_stoppingCondition :: Lens' CreateModelBiasJobDefinition (Maybe MonitoringStoppingCondition) Source #

Undocumented member.

createModelBiasJobDefinition_networkConfig :: Lens' CreateModelBiasJobDefinition (Maybe MonitoringNetworkConfig) Source #

Networking options for a model bias job.

createModelBiasJobDefinition_tags :: Lens' CreateModelBiasJobDefinition (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.

createModelBiasJobDefinition_jobDefinitionName :: Lens' CreateModelBiasJobDefinition Text Source #

The name of the bias job definition. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.

createModelBiasJobDefinition_modelBiasAppSpecification :: Lens' CreateModelBiasJobDefinition ModelBiasAppSpecification Source #

Configures the model bias job to run a specified Docker container image.

createModelBiasJobDefinition_modelBiasJobInput :: Lens' CreateModelBiasJobDefinition ModelBiasJobInput Source #

Inputs for the model bias job.

createModelBiasJobDefinition_modelBiasJobOutputConfig :: Lens' CreateModelBiasJobDefinition MonitoringOutputConfig Source #

Undocumented member.

createModelBiasJobDefinition_jobResources :: Lens' CreateModelBiasJobDefinition MonitoringResources Source #

Undocumented member.

createModelBiasJobDefinition_roleArn :: Lens' CreateModelBiasJobDefinition 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 CreateModelBiasJobDefinitionResponse Source #

See: newCreateModelBiasJobDefinitionResponse smart constructor.

Constructors

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

Instances

Instances details

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

newCreateModelBiasJobDefinitionResponse Source #

Arguments

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

Create a value of CreateModelBiasJobDefinitionResponse 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:CreateModelBiasJobDefinitionResponse', createModelBiasJobDefinitionResponse_httpStatus - The response's http status code.

$sel:jobDefinitionArn:CreateModelBiasJobDefinitionResponse', createModelBiasJobDefinitionResponse_jobDefinitionArn - The Amazon Resource Name (ARN) of the model bias job.

Response Lenses

createModelBiasJobDefinitionResponse_httpStatus :: Lens' CreateModelBiasJobDefinitionResponse Int Source #

The response's http status code.

createModelBiasJobDefinitionResponse_jobDefinitionArn :: Lens' CreateModelBiasJobDefinitionResponse Text Source #

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