Package software.amazon.awscdk.services.sagemaker

Class CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnMonitoringSchedule.MonitoringJobDefinitionProperty>

Enclosing interface:

CfnMonitoringSchedule.MonitoringJobDefinitionProperty

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

A builder for CfnMonitoringSchedule.MonitoringJobDefinitionProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder	baselineConfig(IResolvable baselineConfig)	Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getBaselineConfig()
CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder	baselineConfig(CfnMonitoringSchedule.BaselineConfigProperty baselineConfig)	Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getBaselineConfig()
CfnMonitoringSchedule.MonitoringJobDefinitionProperty	build()	Builds the configured instance.
CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder	environment(Map<String,String> environment)	Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getEnvironment()
CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder	environment(IResolvable environment)	Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getEnvironment()
CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder	monitoringAppSpecification(IResolvable monitoringAppSpecification)	Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getMonitoringAppSpecification()
CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder	monitoringAppSpecification(CfnMonitoringSchedule.MonitoringAppSpecificationProperty monitoringAppSpecification)	Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getMonitoringAppSpecification()
CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder	monitoringInputs(List<? extends Object> monitoringInputs)	Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getMonitoringInputs()
CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder	monitoringInputs(IResolvable monitoringInputs)	Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getMonitoringInputs()
CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder	monitoringOutputConfig(IResolvable monitoringOutputConfig)	Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getMonitoringOutputConfig()
CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder	monitoringOutputConfig(CfnMonitoringSchedule.MonitoringOutputConfigProperty monitoringOutputConfig)	Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getMonitoringOutputConfig()
CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder	monitoringResources(IResolvable monitoringResources)	Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getMonitoringResources()
CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder	monitoringResources(CfnMonitoringSchedule.MonitoringResourcesProperty monitoringResources)	Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getMonitoringResources()
CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder	networkConfig(IResolvable networkConfig)	Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getNetworkConfig()
CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder	networkConfig(CfnMonitoringSchedule.NetworkConfigProperty networkConfig)	Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getNetworkConfig()
CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder	roleArn(String roleArn)	Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getRoleArn()
CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder	stoppingCondition(IResolvable stoppingCondition)	Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getStoppingCondition()
CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder	stoppingCondition(CfnMonitoringSchedule.StoppingConditionProperty stoppingCondition)	Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getStoppingCondition()

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

monitoringAppSpecification

@Stability(Stable)
public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder monitoringAppSpecification(IResolvable monitoringAppSpecification)

Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getMonitoringAppSpecification()

Parameters:

monitoringAppSpecification - Configures the monitoring job to run a specified Docker container image. This parameter is required.

Returns:

this

monitoringAppSpecification

@Stability(Stable)
public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder monitoringAppSpecification(CfnMonitoringSchedule.MonitoringAppSpecificationProperty monitoringAppSpecification)

Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getMonitoringAppSpecification()

Parameters:

monitoringAppSpecification - Configures the monitoring job to run a specified Docker container image. This parameter is required.

Returns:

this

monitoringInputs

@Stability(Stable)
public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder monitoringInputs(IResolvable monitoringInputs)

Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getMonitoringInputs()

Parameters:

monitoringInputs - The array of inputs for the monitoring job. This parameter is required. Currently we support monitoring an Amazon SageMaker Endpoint.

Returns:

this

monitoringInputs

@Stability(Stable)
public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder monitoringInputs(List<? extends Object> monitoringInputs)

Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getMonitoringInputs()

Parameters:

monitoringInputs - The array of inputs for the monitoring job. This parameter is required. Currently we support monitoring an Amazon SageMaker Endpoint.

Returns:

this

monitoringOutputConfig

@Stability(Stable)
public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder monitoringOutputConfig(IResolvable monitoringOutputConfig)

Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getMonitoringOutputConfig()

Parameters:

monitoringOutputConfig - The array of outputs from the monitoring job to be uploaded to Amazon Simple Storage Service (Amazon S3). This parameter is required.

Returns:

this

monitoringOutputConfig

@Stability(Stable)
public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder monitoringOutputConfig(CfnMonitoringSchedule.MonitoringOutputConfigProperty monitoringOutputConfig)

Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getMonitoringOutputConfig()

Parameters:

monitoringOutputConfig - The array of outputs from the monitoring job to be uploaded to Amazon Simple Storage Service (Amazon S3). This parameter is required.

Returns:

this

monitoringResources

@Stability(Stable)
public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder monitoringResources(IResolvable monitoringResources)

Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getMonitoringResources()

Parameters:

monitoringResources - Identifies the resources, ML compute instances, and ML storage volumes to deploy for a monitoring job. This parameter is required. In distributed processing, you specify more than one instance.

Returns:

this

monitoringResources

@Stability(Stable)
public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder monitoringResources(CfnMonitoringSchedule.MonitoringResourcesProperty monitoringResources)

Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getMonitoringResources()

Parameters:

monitoringResources - Identifies the resources, ML compute instances, and ML storage volumes to deploy for a monitoring job. This parameter is required. In distributed processing, you specify more than one instance.

Returns:

this

roleArn

@Stability(Stable)
public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder roleArn(String roleArn)

Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.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

baselineConfig

@Stability(Stable)
public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder baselineConfig(IResolvable baselineConfig)

Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getBaselineConfig()

Parameters:

baselineConfig - Baseline configuration used to validate that the data conforms to the specified constraints and statistics.

Returns:

this

baselineConfig

@Stability(Stable)
public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder baselineConfig(CfnMonitoringSchedule.BaselineConfigProperty baselineConfig)

Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getBaselineConfig()

Parameters:

baselineConfig - Baseline configuration used to validate that the data conforms to the specified constraints and statistics.

Returns:

this

environment

@Stability(Stable)
public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder environment(IResolvable environment)

Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getEnvironment()

Parameters:

environment - Sets the environment variables in the Docker container.

Returns:

this

environment

@Stability(Stable)
public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder environment(Map<String,String> environment)

Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getEnvironment()

Parameters:

environment - Sets the environment variables in the Docker container.

Returns:

this

networkConfig

@Stability(Stable)
public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder networkConfig(IResolvable networkConfig)

Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getNetworkConfig()

Parameters:

networkConfig - Specifies networking options for an monitoring job.

Returns:

this

networkConfig

@Stability(Stable)
public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder networkConfig(CfnMonitoringSchedule.NetworkConfigProperty networkConfig)

Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getNetworkConfig()

Parameters:

networkConfig - Specifies networking options for an monitoring job.

Returns:

this

stoppingCondition

@Stability(Stable)
public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder stoppingCondition(IResolvable stoppingCondition)

Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getStoppingCondition()

Parameters:

stoppingCondition - Specifies a time limit for how long the monitoring job is allowed to run.

Returns:

this

stoppingCondition

@Stability(Stable)
public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder stoppingCondition(CfnMonitoringSchedule.StoppingConditionProperty stoppingCondition)

Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getStoppingCondition()

Parameters:

stoppingCondition - Specifies a time limit for how long the monitoring job is allowed to run.

Returns:

this

build

@Stability(Stable)
public CfnMonitoringSchedule.MonitoringJobDefinitionProperty build()

Builds the configured instance.

Specified by:

build in interface software.amazon.jsii.Builder<CfnMonitoringSchedule.MonitoringJobDefinitionProperty>

Returns:

a new instance of CfnMonitoringSchedule.MonitoringJobDefinitionProperty

Throws:

NullPointerException - if any required attribute was not provided