Package software.amazon.awscdk.services.sagemaker

Class CfnProcessingJobProps.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnProcessingJobProps.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnProcessingJobProps>

Enclosing interface:

CfnProcessingJobProps

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

A builder for CfnProcessingJobProps

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnProcessingJobProps.Builder	appSpecification(IResolvable appSpecification)	Sets the value of CfnProcessingJobProps.getAppSpecification()
CfnProcessingJobProps.Builder	appSpecification(CfnProcessingJob.AppSpecificationProperty appSpecification)	Sets the value of CfnProcessingJobProps.getAppSpecification()
CfnProcessingJobProps	build()	Builds the configured instance.
CfnProcessingJobProps.Builder	environment(Map<String,String> environment)	Sets the value of CfnProcessingJobProps.getEnvironment()
CfnProcessingJobProps.Builder	environment(IResolvable environment)	Sets the value of CfnProcessingJobProps.getEnvironment()
CfnProcessingJobProps.Builder	experimentConfig(IResolvable experimentConfig)	Sets the value of CfnProcessingJobProps.getExperimentConfig()
CfnProcessingJobProps.Builder	experimentConfig(CfnProcessingJob.ExperimentConfigProperty experimentConfig)	Sets the value of CfnProcessingJobProps.getExperimentConfig()
CfnProcessingJobProps.Builder	networkConfig(IResolvable networkConfig)	Sets the value of CfnProcessingJobProps.getNetworkConfig()
CfnProcessingJobProps.Builder	networkConfig(CfnProcessingJob.NetworkConfigProperty networkConfig)	Sets the value of CfnProcessingJobProps.getNetworkConfig()
CfnProcessingJobProps.Builder	processingInputs(List<? extends Object> processingInputs)	Sets the value of CfnProcessingJobProps.getProcessingInputs()
CfnProcessingJobProps.Builder	processingInputs(IResolvable processingInputs)	Sets the value of CfnProcessingJobProps.getProcessingInputs()
CfnProcessingJobProps.Builder	processingJobName(String processingJobName)	Sets the value of CfnProcessingJobProps.getProcessingJobName()
CfnProcessingJobProps.Builder	processingOutputConfig(IResolvable processingOutputConfig)	Sets the value of CfnProcessingJobProps.getProcessingOutputConfig()
CfnProcessingJobProps.Builder	processingOutputConfig(CfnProcessingJob.ProcessingOutputConfigProperty processingOutputConfig)	Sets the value of CfnProcessingJobProps.getProcessingOutputConfig()
CfnProcessingJobProps.Builder	processingResources(IResolvable processingResources)	Sets the value of CfnProcessingJobProps.getProcessingResources()
CfnProcessingJobProps.Builder	processingResources(CfnProcessingJob.ProcessingResourcesProperty processingResources)	Sets the value of CfnProcessingJobProps.getProcessingResources()
CfnProcessingJobProps.Builder	roleArn(String roleArn)	Sets the value of CfnProcessingJobProps.getRoleArn()
CfnProcessingJobProps.Builder	stoppingCondition(IResolvable stoppingCondition)	Sets the value of CfnProcessingJobProps.getStoppingCondition()
CfnProcessingJobProps.Builder	stoppingCondition(CfnProcessingJob.StoppingConditionProperty stoppingCondition)	Sets the value of CfnProcessingJobProps.getStoppingCondition()
CfnProcessingJobProps.Builder	tags(List<? extends CfnTag> tags)	Sets the value of CfnProcessingJobProps.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

appSpecification

@Stability(Stable)
public CfnProcessingJobProps.Builder appSpecification(IResolvable appSpecification)

Sets the value of CfnProcessingJobProps.getAppSpecification()

Parameters:

appSpecification - Configuration to run a processing job in a specified container image. This parameter is required.

Returns:

this

appSpecification

@Stability(Stable)
public CfnProcessingJobProps.Builder appSpecification(CfnProcessingJob.AppSpecificationProperty appSpecification)

Sets the value of CfnProcessingJobProps.getAppSpecification()

Parameters:

appSpecification - Configuration to run a processing job in a specified container image. This parameter is required.

Returns:

this

processingResources

@Stability(Stable)
public CfnProcessingJobProps.Builder processingResources(IResolvable processingResources)

Sets the value of CfnProcessingJobProps.getProcessingResources()

Parameters:

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

Returns:

this

processingResources

@Stability(Stable)
public CfnProcessingJobProps.Builder processingResources(CfnProcessingJob.ProcessingResourcesProperty processingResources)

Sets the value of CfnProcessingJobProps.getProcessingResources()

Parameters:

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

Returns:

this

roleArn

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

Sets the value of CfnProcessingJobProps.getRoleArn()

Parameters:

roleArn - The ARN of the role used to create the processing job. This parameter is required.

Returns:

this

environment

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

Sets the value of CfnProcessingJobProps.getEnvironment()

Parameters:

environment - Sets the environment variables in the Docker container.

Returns:

this

environment

@Stability(Stable)
public CfnProcessingJobProps.Builder environment(IResolvable environment)

Sets the value of CfnProcessingJobProps.getEnvironment()

Parameters:

environment - Sets the environment variables in the Docker container.

Returns:

this

experimentConfig

@Stability(Stable)
public CfnProcessingJobProps.Builder experimentConfig(IResolvable experimentConfig)

Sets the value of CfnProcessingJobProps.getExperimentConfig()

Parameters:

experimentConfig - Associates a SageMaker job as a trial component with an experiment and trial. Specified when you call the CreateProcessingJob API.

Returns:

this

experimentConfig

@Stability(Stable)
public CfnProcessingJobProps.Builder experimentConfig(CfnProcessingJob.ExperimentConfigProperty experimentConfig)

Sets the value of CfnProcessingJobProps.getExperimentConfig()

Parameters:

experimentConfig - Associates a SageMaker job as a trial component with an experiment and trial. Specified when you call the CreateProcessingJob API.

Returns:

this

networkConfig

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

Sets the value of CfnProcessingJobProps.getNetworkConfig()

Parameters:

networkConfig - Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.

Returns:

this

networkConfig

@Stability(Stable)
public CfnProcessingJobProps.Builder networkConfig(CfnProcessingJob.NetworkConfigProperty networkConfig)

Sets the value of CfnProcessingJobProps.getNetworkConfig()

Parameters:

networkConfig - Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.

Returns:

this

processingInputs

@Stability(Stable)
public CfnProcessingJobProps.Builder processingInputs(IResolvable processingInputs)

Sets the value of CfnProcessingJobProps.getProcessingInputs()

Parameters:

processingInputs - List of input configurations for the processing job.

Returns:

this

processingInputs

@Stability(Stable)
public CfnProcessingJobProps.Builder processingInputs(List<? extends Object> processingInputs)

Sets the value of CfnProcessingJobProps.getProcessingInputs()

Parameters:

processingInputs - List of input configurations for the processing job.

Returns:

this

processingJobName

@Stability(Stable)
public CfnProcessingJobProps.Builder processingJobName(String processingJobName)

Sets the value of CfnProcessingJobProps.getProcessingJobName()

Parameters:

processingJobName - The name of the processing job. If you don't provide a job name, then a unique name is automatically created for the job.

Returns:

this

processingOutputConfig

@Stability(Stable)
public CfnProcessingJobProps.Builder processingOutputConfig(IResolvable processingOutputConfig)

Sets the value of CfnProcessingJobProps.getProcessingOutputConfig()

Parameters:

processingOutputConfig - Contains information about the output location for the compiled model and the target device that the model runs on. TargetDevice and TargetPlatform are mutually exclusive, so you need to choose one between the two to specify your target device or platform. If you cannot find your device you want to use from the TargetDevice list, use TargetPlatform to describe the platform of your edge device and CompilerOptions if there are specific settings that are required or recommended to use for particular TargetPlatform.

Returns:

this

processingOutputConfig

@Stability(Stable)
public CfnProcessingJobProps.Builder processingOutputConfig(CfnProcessingJob.ProcessingOutputConfigProperty processingOutputConfig)

Sets the value of CfnProcessingJobProps.getProcessingOutputConfig()

Parameters:

processingOutputConfig - Contains information about the output location for the compiled model and the target device that the model runs on. TargetDevice and TargetPlatform are mutually exclusive, so you need to choose one between the two to specify your target device or platform. If you cannot find your device you want to use from the TargetDevice list, use TargetPlatform to describe the platform of your edge device and CompilerOptions if there are specific settings that are required or recommended to use for particular TargetPlatform.

Returns:

this

stoppingCondition

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

Sets the value of CfnProcessingJobProps.getStoppingCondition()

Parameters:

stoppingCondition - Configures conditions under which the processing job should be stopped, such as how long the processing job has been running. After the condition is met, the processing job is stopped.

Returns:

this

stoppingCondition

@Stability(Stable)
public CfnProcessingJobProps.Builder stoppingCondition(CfnProcessingJob.StoppingConditionProperty stoppingCondition)

Sets the value of CfnProcessingJobProps.getStoppingCondition()

Parameters:

stoppingCondition - Configures conditions under which the processing job should be stopped, such as how long the processing job has been running. After the condition is met, the processing job is stopped.

Returns:

this

tags

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

Sets the value of CfnProcessingJobProps.getTags()

Parameters:

tags - An array of key-value pairs. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide .

Returns:

this

build

@Stability(Stable)
public CfnProcessingJobProps build()

Builds the configured instance.

Specified by:

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

Returns:

a new instance of CfnProcessingJobProps

Throws:

NullPointerException - if any required attribute was not provided