Package software.amazon.awscdk.services.sagemaker

Class CfnModelBiasJobDefinitionProps.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnModelBiasJobDefinitionProps.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnModelBiasJobDefinitionProps>

Enclosing interface:

CfnModelBiasJobDefinitionProps

@Stability(Stable)
public static final class CfnModelBiasJobDefinitionProps.Builder
extends Object
implements software.amazon.jsii.Builder<CfnModelBiasJobDefinitionProps>

A builder for CfnModelBiasJobDefinitionProps

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnModelBiasJobDefinitionProps	build()	Builds the configured instance.
CfnModelBiasJobDefinitionProps.Builder	endpointName(String endpointName)	Sets the value of CfnModelBiasJobDefinitionProps.getEndpointName()
CfnModelBiasJobDefinitionProps.Builder	jobDefinitionName(String jobDefinitionName)	Sets the value of CfnModelBiasJobDefinitionProps.getJobDefinitionName()
CfnModelBiasJobDefinitionProps.Builder	jobResources(IResolvable jobResources)	Sets the value of CfnModelBiasJobDefinitionProps.getJobResources()
CfnModelBiasJobDefinitionProps.Builder	jobResources(CfnModelBiasJobDefinition.MonitoringResourcesProperty jobResources)	Sets the value of CfnModelBiasJobDefinitionProps.getJobResources()
CfnModelBiasJobDefinitionProps.Builder	modelBiasAppSpecification(IResolvable modelBiasAppSpecification)	Sets the value of CfnModelBiasJobDefinitionProps.getModelBiasAppSpecification()
CfnModelBiasJobDefinitionProps.Builder	modelBiasAppSpecification(CfnModelBiasJobDefinition.ModelBiasAppSpecificationProperty modelBiasAppSpecification)	Sets the value of CfnModelBiasJobDefinitionProps.getModelBiasAppSpecification()
CfnModelBiasJobDefinitionProps.Builder	modelBiasBaselineConfig(IResolvable modelBiasBaselineConfig)	Sets the value of CfnModelBiasJobDefinitionProps.getModelBiasBaselineConfig()
CfnModelBiasJobDefinitionProps.Builder	modelBiasBaselineConfig(CfnModelBiasJobDefinition.ModelBiasBaselineConfigProperty modelBiasBaselineConfig)	Sets the value of CfnModelBiasJobDefinitionProps.getModelBiasBaselineConfig()
CfnModelBiasJobDefinitionProps.Builder	modelBiasJobInput(IResolvable modelBiasJobInput)	Sets the value of CfnModelBiasJobDefinitionProps.getModelBiasJobInput()
CfnModelBiasJobDefinitionProps.Builder	modelBiasJobInput(CfnModelBiasJobDefinition.ModelBiasJobInputProperty modelBiasJobInput)	Sets the value of CfnModelBiasJobDefinitionProps.getModelBiasJobInput()
CfnModelBiasJobDefinitionProps.Builder	modelBiasJobOutputConfig(IResolvable modelBiasJobOutputConfig)	Sets the value of CfnModelBiasJobDefinitionProps.getModelBiasJobOutputConfig()
CfnModelBiasJobDefinitionProps.Builder	modelBiasJobOutputConfig(CfnModelBiasJobDefinition.MonitoringOutputConfigProperty modelBiasJobOutputConfig)	Sets the value of CfnModelBiasJobDefinitionProps.getModelBiasJobOutputConfig()
CfnModelBiasJobDefinitionProps.Builder	networkConfig(IResolvable networkConfig)	Sets the value of CfnModelBiasJobDefinitionProps.getNetworkConfig()
CfnModelBiasJobDefinitionProps.Builder	networkConfig(CfnModelBiasJobDefinition.NetworkConfigProperty networkConfig)	Sets the value of CfnModelBiasJobDefinitionProps.getNetworkConfig()
CfnModelBiasJobDefinitionProps.Builder	roleArn(String roleArn)	Sets the value of CfnModelBiasJobDefinitionProps.getRoleArn()
CfnModelBiasJobDefinitionProps.Builder	stoppingCondition(IResolvable stoppingCondition)	Sets the value of CfnModelBiasJobDefinitionProps.getStoppingCondition()
CfnModelBiasJobDefinitionProps.Builder	stoppingCondition(CfnModelBiasJobDefinition.StoppingConditionProperty stoppingCondition)	Sets the value of CfnModelBiasJobDefinitionProps.getStoppingCondition()
CfnModelBiasJobDefinitionProps.Builder	tags(List<? extends CfnTag> tags)	Sets the value of CfnModelBiasJobDefinitionProps.getTags()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

Builder

public Builder()

Method Details

jobResources

@Stability(Stable)
public CfnModelBiasJobDefinitionProps.Builder jobResources(IResolvable jobResources)

Sets the value of CfnModelBiasJobDefinitionProps.getJobResources()

Parameters:

jobResources - Identifies the resources to deploy for a monitoring job. This parameter is required.

Returns:

this

jobResources

@Stability(Stable)
public CfnModelBiasJobDefinitionProps.Builder jobResources(CfnModelBiasJobDefinition.MonitoringResourcesProperty jobResources)

Sets the value of CfnModelBiasJobDefinitionProps.getJobResources()

Parameters:

jobResources - Identifies the resources to deploy for a monitoring job. This parameter is required.

Returns:

this

modelBiasAppSpecification

@Stability(Stable)
public CfnModelBiasJobDefinitionProps.Builder modelBiasAppSpecification(IResolvable modelBiasAppSpecification)

Sets the value of CfnModelBiasJobDefinitionProps.getModelBiasAppSpecification()

Parameters:

modelBiasAppSpecification - Configures the model bias job to run a specified Docker container image. This parameter is required.

Returns:

this

modelBiasAppSpecification

@Stability(Stable)
public CfnModelBiasJobDefinitionProps.Builder modelBiasAppSpecification(CfnModelBiasJobDefinition.ModelBiasAppSpecificationProperty modelBiasAppSpecification)

Sets the value of CfnModelBiasJobDefinitionProps.getModelBiasAppSpecification()

Parameters:

modelBiasAppSpecification - Configures the model bias job to run a specified Docker container image. This parameter is required.

Returns:

this

modelBiasJobInput

@Stability(Stable)
public CfnModelBiasJobDefinitionProps.Builder modelBiasJobInput(IResolvable modelBiasJobInput)

Sets the value of CfnModelBiasJobDefinitionProps.getModelBiasJobInput()

Parameters:

modelBiasJobInput - Inputs for the model bias job. This parameter is required.

Returns:

this

modelBiasJobInput

@Stability(Stable)
public CfnModelBiasJobDefinitionProps.Builder modelBiasJobInput(CfnModelBiasJobDefinition.ModelBiasJobInputProperty modelBiasJobInput)

Sets the value of CfnModelBiasJobDefinitionProps.getModelBiasJobInput()

Parameters:

modelBiasJobInput - Inputs for the model bias job. This parameter is required.

Returns:

this

modelBiasJobOutputConfig

@Stability(Stable)
public CfnModelBiasJobDefinitionProps.Builder modelBiasJobOutputConfig(IResolvable modelBiasJobOutputConfig)

Sets the value of CfnModelBiasJobDefinitionProps.getModelBiasJobOutputConfig()

Parameters:

modelBiasJobOutputConfig - The output configuration for monitoring jobs. This parameter is required.

Returns:

this

modelBiasJobOutputConfig

@Stability(Stable)
public CfnModelBiasJobDefinitionProps.Builder modelBiasJobOutputConfig(CfnModelBiasJobDefinition.MonitoringOutputConfigProperty modelBiasJobOutputConfig)

Sets the value of CfnModelBiasJobDefinitionProps.getModelBiasJobOutputConfig()

Parameters:

modelBiasJobOutputConfig - The output configuration for monitoring jobs. This parameter is required.

Returns:

this

roleArn

@Stability(Stable)
public CfnModelBiasJobDefinitionProps.Builder roleArn(String roleArn)

Sets the value of CfnModelBiasJobDefinitionProps.getRoleArn()

Parameters:

roleArn - The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf. This parameter is required.

Returns:

this

endpointName

@Stability(Stable)
public CfnModelBiasJobDefinitionProps.Builder endpointName(String endpointName)

Sets the value of CfnModelBiasJobDefinitionProps.getEndpointName()

Parameters:

endpointName - The name of the endpoint used to run the monitoring job.

Returns:

this

jobDefinitionName

@Stability(Stable)
public CfnModelBiasJobDefinitionProps.Builder jobDefinitionName(String jobDefinitionName)

Sets the value of CfnModelBiasJobDefinitionProps.getJobDefinitionName()

Parameters:

jobDefinitionName - The name of the bias job definition. The name must be unique within an AWS Region in the AWS account.

Returns:

this

modelBiasBaselineConfig

@Stability(Stable)
public CfnModelBiasJobDefinitionProps.Builder modelBiasBaselineConfig(IResolvable modelBiasBaselineConfig)

Sets the value of CfnModelBiasJobDefinitionProps.getModelBiasBaselineConfig()

Parameters:

modelBiasBaselineConfig - The baseline configuration for a model bias job.

Returns:

this

modelBiasBaselineConfig

@Stability(Stable)
public CfnModelBiasJobDefinitionProps.Builder modelBiasBaselineConfig(CfnModelBiasJobDefinition.ModelBiasBaselineConfigProperty modelBiasBaselineConfig)

Sets the value of CfnModelBiasJobDefinitionProps.getModelBiasBaselineConfig()

Parameters:

modelBiasBaselineConfig - The baseline configuration for a model bias job.

Returns:

this

networkConfig

@Stability(Stable)
public CfnModelBiasJobDefinitionProps.Builder networkConfig(IResolvable networkConfig)

Sets the value of CfnModelBiasJobDefinitionProps.getNetworkConfig()

Parameters:

networkConfig - Networking options for a model bias job.

Returns:

this

networkConfig

@Stability(Stable)
public CfnModelBiasJobDefinitionProps.Builder networkConfig(CfnModelBiasJobDefinition.NetworkConfigProperty networkConfig)

Sets the value of CfnModelBiasJobDefinitionProps.getNetworkConfig()

Parameters:

networkConfig - Networking options for a model bias job.

Returns:

this

stoppingCondition

@Stability(Stable)
public CfnModelBiasJobDefinitionProps.Builder stoppingCondition(IResolvable stoppingCondition)

Sets the value of CfnModelBiasJobDefinitionProps.getStoppingCondition()

Parameters:

stoppingCondition - A time limit for how long the monitoring job is allowed to run before stopping.

Returns:

this

stoppingCondition

@Stability(Stable)
public CfnModelBiasJobDefinitionProps.Builder stoppingCondition(CfnModelBiasJobDefinition.StoppingConditionProperty stoppingCondition)

Sets the value of CfnModelBiasJobDefinitionProps.getStoppingCondition()

Parameters:

stoppingCondition - A time limit for how long the monitoring job is allowed to run before stopping.

Returns:

this

tags

@Stability(Stable)
public CfnModelBiasJobDefinitionProps.Builder tags(List<? extends CfnTag> tags)

Sets the value of CfnModelBiasJobDefinitionProps.getTags()

Parameters:

tags - An array of key-value pairs to apply to this resource. For more information, see Tag .

Returns:

this

build

@Stability(Stable)
public CfnModelBiasJobDefinitionProps build()

Builds the configured instance.

Specified by:

build in interface software.amazon.jsii.Builder<CfnModelBiasJobDefinitionProps>

Returns:

a new instance of CfnModelBiasJobDefinitionProps

Throws:

NullPointerException - if any required attribute was not provided