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	build() Builds the configured instance.
SagemakerTransformProps.Builder	withBatchStrategy(BatchStrategy value) Sets the value of BatchStrategy
SagemakerTransformProps.Builder	withEnvironment(Map<String,Object> value) Sets the value of Environment
SagemakerTransformProps.Builder	withMaxConcurrentTransforms(Number value) Sets the value of MaxConcurrentTransforms
SagemakerTransformProps.Builder	withMaxPayloadInMb(Number value) Sets the value of MaxPayloadInMb
SagemakerTransformProps.Builder	withModelName(String value) Sets the value of ModelName
SagemakerTransformProps.Builder	withRole(software.amazon.awscdk.services.iam.IRole value) Sets the value of Role
SagemakerTransformProps.Builder	withSynchronous(Boolean value) Sets the value of Synchronous
SagemakerTransformProps.Builder	withTags(Map<String,Object> value) Sets the value of Tags
SagemakerTransformProps.Builder	withTransformInput(TransformInput value) Sets the value of TransformInput
SagemakerTransformProps.Builder	withTransformJobName(String value) Sets the value of TransformJobName
SagemakerTransformProps.Builder	withTransformOutput(TransformOutput value) Sets the value of TransformOutput
SagemakerTransformProps.Builder	withTransformResources(TransformResources value) Sets the value of TransformResources

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

withModelName

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

Sets the value of ModelName

Parameters:

value - Name of the model that you want to use for the transform job.

Returns:

this

withTransformInput

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

Sets the value of TransformInput

Parameters:

value - Dataset to be transformed and the Amazon S3 location where it is stored.

Returns:

this

withTransformJobName

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

Sets the value of TransformJobName

Parameters:

value - Training Job Name.

Returns:

this

withTransformOutput

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

Sets the value of TransformOutput

Parameters:

value - S3 location where you want Amazon SageMaker to save the results from the transform job.

Returns:

this

withBatchStrategy

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

Sets the value of BatchStrategy

Parameters:

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

Returns:

this

withEnvironment

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

Sets the value of Environment

Parameters:

value - Environment variables to set in the Docker container.

Returns:

this

withMaxConcurrentTransforms

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

Sets the value of MaxConcurrentTransforms

Parameters:

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

Returns:

this

withMaxPayloadInMb

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

Sets the value of MaxPayloadInMb

Parameters:

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

Returns:

this

withRole

@Stability(value=Experimental)
public SagemakerTransformProps.Builder withRole(@Nullable
                                                                               software.amazon.awscdk.services.iam.IRole value)

Sets the value of Role

Parameters:

value - Role for thte Training Job.

Returns:

this

withSynchronous

@Stability(value=Experimental)
public SagemakerTransformProps.Builder withSynchronous(@Nullable
                                                                                      Boolean value)

Sets the value of Synchronous

Parameters:

value - Specify if the task is synchronous or asychronous.

Returns:

this

withTags

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

Sets the value of Tags

Parameters:

value - Tags to be applied to the train job.

Returns:

this

withTransformResources

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

Sets the value of TransformResources

Parameters:

value - 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