libZSservicesZSamazonka-sagemakerZSamazonka-sagemaker
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.SageMaker.CreateModelBiasJobDefinition

Description

Creates the definition for a model bias job.

Synopsis

Creating a Request

data CreateModelBiasJobDefinition Source #

See: newCreateModelBiasJobDefinition smart constructor.

Constructors

CreateModelBiasJobDefinition' 

Fields

Instances

Instances details
Eq CreateModelBiasJobDefinition Source # 
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Read CreateModelBiasJobDefinition Source # 
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Show CreateModelBiasJobDefinition Source # 
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Generic CreateModelBiasJobDefinition Source # 
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Associated Types

type Rep CreateModelBiasJobDefinition :: Type -> Type #

NFData CreateModelBiasJobDefinition Source # 
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Hashable CreateModelBiasJobDefinition Source # 
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ToJSON CreateModelBiasJobDefinition Source # 
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AWSRequest CreateModelBiasJobDefinition Source # 
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ToHeaders CreateModelBiasJobDefinition Source # 
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ToPath CreateModelBiasJobDefinition Source # 
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ToQuery CreateModelBiasJobDefinition Source # 
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type Rep CreateModelBiasJobDefinition Source # 
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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 # 
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newCreateModelBiasJobDefinition Source #

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_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_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 #

Constructors

CreateModelBiasJobDefinitionResponse' 

Fields

Instances

Instances details
Eq CreateModelBiasJobDefinitionResponse Source # 
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Read CreateModelBiasJobDefinitionResponse Source # 
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Show CreateModelBiasJobDefinitionResponse Source # 
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Generic CreateModelBiasJobDefinitionResponse Source # 
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NFData CreateModelBiasJobDefinitionResponse Source # 
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type Rep CreateModelBiasJobDefinitionResponse Source # 
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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 #

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