Interface CreateModelExplainabilityJobDefinitionRequest.Builder
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- All Superinterfaces:
AwsRequest.Builder
,Buildable
,CopyableBuilder<CreateModelExplainabilityJobDefinitionRequest.Builder,CreateModelExplainabilityJobDefinitionRequest>
,SageMakerRequest.Builder
,SdkBuilder<CreateModelExplainabilityJobDefinitionRequest.Builder,CreateModelExplainabilityJobDefinitionRequest>
,SdkPojo
,SdkRequest.Builder
- Enclosing class:
- CreateModelExplainabilityJobDefinitionRequest
public static interface CreateModelExplainabilityJobDefinitionRequest.Builder extends SageMakerRequest.Builder, SdkPojo, CopyableBuilder<CreateModelExplainabilityJobDefinitionRequest.Builder,CreateModelExplainabilityJobDefinitionRequest>
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Method Summary
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Methods inherited from interface software.amazon.awssdk.awscore.AwsRequest.Builder
overrideConfiguration
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Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder
copy
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Methods inherited from interface software.amazon.awssdk.services.sagemaker.model.SageMakerRequest.Builder
build
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Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder
applyMutation, build
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Methods inherited from interface software.amazon.awssdk.core.SdkPojo
equalsBySdkFields, sdkFields
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Method Detail
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jobDefinitionName
CreateModelExplainabilityJobDefinitionRequest.Builder jobDefinitionName(String jobDefinitionName)
The name of the model explainability job definition. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.
- Parameters:
jobDefinitionName
- The name of the model explainability job definition. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.- Returns:
- Returns a reference to this object so that method calls can be chained together.
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modelExplainabilityBaselineConfig
CreateModelExplainabilityJobDefinitionRequest.Builder modelExplainabilityBaselineConfig(ModelExplainabilityBaselineConfig modelExplainabilityBaselineConfig)
The baseline configuration for a model explainability job.
- Parameters:
modelExplainabilityBaselineConfig
- The baseline configuration for a model explainability job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
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modelExplainabilityBaselineConfig
default CreateModelExplainabilityJobDefinitionRequest.Builder modelExplainabilityBaselineConfig(Consumer<ModelExplainabilityBaselineConfig.Builder> modelExplainabilityBaselineConfig)
The baseline configuration for a model explainability job.
This is a convenience method that creates an instance of theModelExplainabilityBaselineConfig.Builder
avoiding the need to create one manually viaModelExplainabilityBaselineConfig.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed tomodelExplainabilityBaselineConfig(ModelExplainabilityBaselineConfig)
.- Parameters:
modelExplainabilityBaselineConfig
- a consumer that will call methods onModelExplainabilityBaselineConfig.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
modelExplainabilityBaselineConfig(ModelExplainabilityBaselineConfig)
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modelExplainabilityAppSpecification
CreateModelExplainabilityJobDefinitionRequest.Builder modelExplainabilityAppSpecification(ModelExplainabilityAppSpecification modelExplainabilityAppSpecification)
Configures the model explainability job to run a specified Docker container image.
- Parameters:
modelExplainabilityAppSpecification
- Configures the model explainability job to run a specified Docker container image.- Returns:
- Returns a reference to this object so that method calls can be chained together.
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modelExplainabilityAppSpecification
default CreateModelExplainabilityJobDefinitionRequest.Builder modelExplainabilityAppSpecification(Consumer<ModelExplainabilityAppSpecification.Builder> modelExplainabilityAppSpecification)
Configures the model explainability job to run a specified Docker container image.
This is a convenience method that creates an instance of theModelExplainabilityAppSpecification.Builder
avoiding the need to create one manually viaModelExplainabilityAppSpecification.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed tomodelExplainabilityAppSpecification(ModelExplainabilityAppSpecification)
.- Parameters:
modelExplainabilityAppSpecification
- a consumer that will call methods onModelExplainabilityAppSpecification.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
modelExplainabilityAppSpecification(ModelExplainabilityAppSpecification)
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modelExplainabilityJobInput
CreateModelExplainabilityJobDefinitionRequest.Builder modelExplainabilityJobInput(ModelExplainabilityJobInput modelExplainabilityJobInput)
Inputs for the model explainability job.
- Parameters:
modelExplainabilityJobInput
- Inputs for the model explainability job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
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modelExplainabilityJobInput
default CreateModelExplainabilityJobDefinitionRequest.Builder modelExplainabilityJobInput(Consumer<ModelExplainabilityJobInput.Builder> modelExplainabilityJobInput)
Inputs for the model explainability job.
This is a convenience method that creates an instance of theModelExplainabilityJobInput.Builder
avoiding the need to create one manually viaModelExplainabilityJobInput.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed tomodelExplainabilityJobInput(ModelExplainabilityJobInput)
.- Parameters:
modelExplainabilityJobInput
- a consumer that will call methods onModelExplainabilityJobInput.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
modelExplainabilityJobInput(ModelExplainabilityJobInput)
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modelExplainabilityJobOutputConfig
CreateModelExplainabilityJobDefinitionRequest.Builder modelExplainabilityJobOutputConfig(MonitoringOutputConfig modelExplainabilityJobOutputConfig)
Sets the value of the ModelExplainabilityJobOutputConfig property for this object.- Parameters:
modelExplainabilityJobOutputConfig
- The new value for the ModelExplainabilityJobOutputConfig property for this object.- Returns:
- Returns a reference to this object so that method calls can be chained together.
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modelExplainabilityJobOutputConfig
default CreateModelExplainabilityJobDefinitionRequest.Builder modelExplainabilityJobOutputConfig(Consumer<MonitoringOutputConfig.Builder> modelExplainabilityJobOutputConfig)
Sets the value of the ModelExplainabilityJobOutputConfig property for this object. This is a convenience method that creates an instance of theMonitoringOutputConfig.Builder
avoiding the need to create one manually viaMonitoringOutputConfig.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed tomodelExplainabilityJobOutputConfig(MonitoringOutputConfig)
.- Parameters:
modelExplainabilityJobOutputConfig
- a consumer that will call methods onMonitoringOutputConfig.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
modelExplainabilityJobOutputConfig(MonitoringOutputConfig)
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jobResources
CreateModelExplainabilityJobDefinitionRequest.Builder jobResources(MonitoringResources jobResources)
Sets the value of the JobResources property for this object.- Parameters:
jobResources
- The new value for the JobResources property for this object.- Returns:
- Returns a reference to this object so that method calls can be chained together.
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jobResources
default CreateModelExplainabilityJobDefinitionRequest.Builder jobResources(Consumer<MonitoringResources.Builder> jobResources)
Sets the value of the JobResources property for this object. This is a convenience method that creates an instance of theMonitoringResources.Builder
avoiding the need to create one manually viaMonitoringResources.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed tojobResources(MonitoringResources)
.- Parameters:
jobResources
- a consumer that will call methods onMonitoringResources.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
jobResources(MonitoringResources)
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networkConfig
CreateModelExplainabilityJobDefinitionRequest.Builder networkConfig(MonitoringNetworkConfig networkConfig)
Networking options for a model explainability job.
- Parameters:
networkConfig
- Networking options for a model explainability job.- Returns:
- Returns a reference to this object so that method calls can be chained together.
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networkConfig
default CreateModelExplainabilityJobDefinitionRequest.Builder networkConfig(Consumer<MonitoringNetworkConfig.Builder> networkConfig)
Networking options for a model explainability job.
This is a convenience method that creates an instance of theMonitoringNetworkConfig.Builder
avoiding the need to create one manually viaMonitoringNetworkConfig.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed tonetworkConfig(MonitoringNetworkConfig)
.- Parameters:
networkConfig
- a consumer that will call methods onMonitoringNetworkConfig.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
networkConfig(MonitoringNetworkConfig)
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roleArn
CreateModelExplainabilityJobDefinitionRequest.Builder roleArn(String roleArn)
The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.
- Parameters:
roleArn
- The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.- Returns:
- Returns a reference to this object so that method calls can be chained together.
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stoppingCondition
CreateModelExplainabilityJobDefinitionRequest.Builder stoppingCondition(MonitoringStoppingCondition stoppingCondition)
Sets the value of the StoppingCondition property for this object.- Parameters:
stoppingCondition
- The new value for the StoppingCondition property for this object.- Returns:
- Returns a reference to this object so that method calls can be chained together.
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stoppingCondition
default CreateModelExplainabilityJobDefinitionRequest.Builder stoppingCondition(Consumer<MonitoringStoppingCondition.Builder> stoppingCondition)
Sets the value of the StoppingCondition property for this object. This is a convenience method that creates an instance of theMonitoringStoppingCondition.Builder
avoiding the need to create one manually viaMonitoringStoppingCondition.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed tostoppingCondition(MonitoringStoppingCondition)
.- Parameters:
stoppingCondition
- a consumer that will call methods onMonitoringStoppingCondition.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
stoppingCondition(MonitoringStoppingCondition)
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tags
CreateModelExplainabilityJobDefinitionRequest.Builder tags(Collection<Tag> 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.
- Parameters:
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.- Returns:
- Returns a reference to this object so that method calls can be chained together.
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tags
CreateModelExplainabilityJobDefinitionRequest.Builder tags(Tag... 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.
- Parameters:
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.- Returns:
- Returns a reference to this object so that method calls can be chained together.
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tags
CreateModelExplainabilityJobDefinitionRequest.Builder tags(Consumer<Tag.Builder>... 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.
This is a convenience method that creates an instance of theTag.Builder
avoiding the need to create one manually viaTag.builder()
.When the
Consumer
completes,SdkBuilder.build()
is called immediately and its result is passed to#tags(List
.) - Parameters:
tags
- a consumer that will call methods onTag.Builder
- Returns:
- Returns a reference to this object so that method calls can be chained together.
- See Also:
#tags(java.util.Collection
)
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overrideConfiguration
CreateModelExplainabilityJobDefinitionRequest.Builder overrideConfiguration(AwsRequestOverrideConfiguration overrideConfiguration)
- Specified by:
overrideConfiguration
in interfaceAwsRequest.Builder
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overrideConfiguration
CreateModelExplainabilityJobDefinitionRequest.Builder overrideConfiguration(Consumer<AwsRequestOverrideConfiguration.Builder> builderConsumer)
- Specified by:
overrideConfiguration
in interfaceAwsRequest.Builder
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