software.amazon.awscdk.services.sagemaker

Class CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder

java.lang.Object

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

Enclosing interface:

CfnMonitoringSchedule.MonitoringJobDefinitionProperty

public static final class CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder
extends java.lang.Object

A builder for CfnMonitoringSchedule.MonitoringJobDefinitionProperty

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

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

Builder

public Builder()

Method Detail

monitoringAppSpecification

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

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

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

public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder monitoringInputs(java.util.List<? extends java.lang.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

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

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

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

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

public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder roleArn(java.lang.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

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

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

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

public CfnMonitoringSchedule.MonitoringJobDefinitionProperty.Builder environment(java.util.Map<java.lang.String,java.lang.String> environment)

Sets the value of CfnMonitoringSchedule.MonitoringJobDefinitionProperty.getEnvironment()

Parameters:

environment - Sets the environment variables in the Docker container.

Returns:

this

networkConfig

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

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

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

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

public CfnMonitoringSchedule.MonitoringJobDefinitionProperty build()

Builds the configured instance.

Returns:

a new instance of CfnMonitoringSchedule.MonitoringJobDefinitionProperty

Throws:

java.lang.NullPointerException - if any required attribute was not provided