software.amazon.awscdk.services.stepfunctions.tasks

Class SagemakerTransformProps.Builder

java.lang.Object

software.amazon.awscdk.services.stepfunctions.tasks.SagemakerTransformProps.Builder

Enclosing interface:

SagemakerTransformProps

@Stability(value=Experimental)
public static final class SagemakerTransformProps.Builder
extends Object

A builder for SagemakerTransformProps

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
SagemakerTransformProps.Builder	batchStrategy(BatchStrategy batchStrategy) Sets the value of SagemakerTransformProps.getBatchStrategy()
SagemakerTransformProps	build() Builds the configured instance.
SagemakerTransformProps.Builder	environment(Map<String,String> environment) Sets the value of SagemakerTransformProps.getEnvironment()
SagemakerTransformProps.Builder	integrationPattern(ServiceIntegrationPattern integrationPattern) Sets the value of SagemakerTransformProps.getIntegrationPattern()
SagemakerTransformProps.Builder	maxConcurrentTransforms(Number maxConcurrentTransforms) Sets the value of SagemakerTransformProps.getMaxConcurrentTransforms()
SagemakerTransformProps.Builder	maxPayloadInMb(Number maxPayloadInMb) Sets the value of SagemakerTransformProps.getMaxPayloadInMb()
SagemakerTransformProps.Builder	modelName(String modelName) Sets the value of SagemakerTransformProps.getModelName()
SagemakerTransformProps.Builder	role(IRole role) Sets the value of SagemakerTransformProps.getRole()
SagemakerTransformProps.Builder	tags(Map<String,String> tags) Sets the value of SagemakerTransformProps.getTags()
SagemakerTransformProps.Builder	transformInput(TransformInput transformInput) Sets the value of SagemakerTransformProps.getTransformInput()
SagemakerTransformProps.Builder	transformJobName(String transformJobName) Sets the value of SagemakerTransformProps.getTransformJobName()
SagemakerTransformProps.Builder	transformOutput(TransformOutput transformOutput) Sets the value of SagemakerTransformProps.getTransformOutput()
SagemakerTransformProps.Builder	transformResources(TransformResources transformResources) Sets the value of SagemakerTransformProps.getTransformResources()

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

modelName

@Stability(value=Experimental)
public SagemakerTransformProps.Builder modelName(String modelName)

Sets the value of SagemakerTransformProps.getModelName()

Parameters:

modelName - Name of the model that you want to use for the transform job. This parameter is required.

Returns:

this

transformInput

@Stability(value=Experimental)
public SagemakerTransformProps.Builder transformInput(TransformInput transformInput)

Sets the value of SagemakerTransformProps.getTransformInput()

Parameters:

transformInput - Dataset to be transformed and the Amazon S3 location where it is stored. This parameter is required.

Returns:

this

transformJobName

@Stability(value=Experimental)
public SagemakerTransformProps.Builder transformJobName(String transformJobName)

Sets the value of SagemakerTransformProps.getTransformJobName()

Parameters:

transformJobName - Training Job Name. This parameter is required.

Returns:

this

transformOutput

@Stability(value=Experimental)
public SagemakerTransformProps.Builder transformOutput(TransformOutput transformOutput)

Sets the value of SagemakerTransformProps.getTransformOutput()

Parameters:

transformOutput - S3 location where you want Amazon SageMaker to save the results from the transform job. This parameter is required.

Returns:

this

batchStrategy

@Stability(value=Experimental)
public SagemakerTransformProps.Builder batchStrategy(BatchStrategy batchStrategy)

Sets the value of SagemakerTransformProps.getBatchStrategy()

Parameters:

batchStrategy - Number of records to include in a mini-batch for an HTTP inference request.

Returns:

this

environment

@Stability(value=Experimental)
public SagemakerTransformProps.Builder environment(Map<String,String> environment)

Sets the value of SagemakerTransformProps.getEnvironment()

Parameters:

environment - Environment variables to set in the Docker container.

Returns:

this

integrationPattern

@Stability(value=Experimental)
public SagemakerTransformProps.Builder integrationPattern(ServiceIntegrationPattern integrationPattern)

Sets the value of SagemakerTransformProps.getIntegrationPattern()

Parameters:

integrationPattern - The service integration pattern indicates different ways to call SageMaker APIs. The valid value is either FIRE_AND_FORGET or SYNC.

Returns:

this

maxConcurrentTransforms

@Stability(value=Experimental)
public SagemakerTransformProps.Builder maxConcurrentTransforms(Number maxConcurrentTransforms)

Sets the value of SagemakerTransformProps.getMaxConcurrentTransforms()

Parameters:

maxConcurrentTransforms - Maximum number of parallel requests that can be sent to each instance in a transform job.

Returns:

this

maxPayloadInMb

@Stability(value=Experimental)
public SagemakerTransformProps.Builder maxPayloadInMb(Number maxPayloadInMb)

Sets the value of SagemakerTransformProps.getMaxPayloadInMb()

Parameters:

maxPayloadInMb - Maximum allowed size of the payload, in MB.

Returns:

this

role

@Stability(value=Experimental)
public SagemakerTransformProps.Builder role(IRole role)

Sets the value of SagemakerTransformProps.getRole()

Parameters:

role - Role for thte Training Job.

Returns:

this

tags

@Stability(value=Experimental)
public SagemakerTransformProps.Builder tags(Map<String,String> tags)

Sets the value of SagemakerTransformProps.getTags()

Parameters:

tags - Tags to be applied to the train job.

Returns:

this

transformResources

@Stability(value=Experimental)
public SagemakerTransformProps.Builder transformResources(TransformResources transformResources)

Sets the value of SagemakerTransformProps.getTransformResources()

Parameters:

transformResources - ML compute instances for the transform job.

Returns:

this

build

@Stability(value=Experimental)
public SagemakerTransformProps build()

Builds the configured instance.

Returns:

a new instance of SagemakerTransformProps

Throws:

NullPointerException - if any required attribute was not provided