software.amazon.awscdk.services.sagemaker

Class CfnModelPackage.TransformJobDefinitionProperty.Builder

java.lang.Object

software.amazon.awscdk.services.sagemaker.CfnModelPackage.TransformJobDefinitionProperty.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnModelPackage.TransformJobDefinitionProperty>

Enclosing interface:

CfnModelPackage.TransformJobDefinitionProperty

@Stability(value=Stable)
public static final class CfnModelPackage.TransformJobDefinitionProperty.Builder
extends Object
implements software.amazon.jsii.Builder<CfnModelPackage.TransformJobDefinitionProperty>

A builder for CfnModelPackage.TransformJobDefinitionProperty

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
CfnModelPackage.TransformJobDefinitionProperty.Builder	batchStrategy(String batchStrategy) Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getBatchStrategy()
CfnModelPackage.TransformJobDefinitionProperty	build() Builds the configured instance.
CfnModelPackage.TransformJobDefinitionProperty.Builder	environment(Object environment) Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getEnvironment()
CfnModelPackage.TransformJobDefinitionProperty.Builder	maxConcurrentTransforms(Number maxConcurrentTransforms) Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getMaxConcurrentTransforms()
CfnModelPackage.TransformJobDefinitionProperty.Builder	maxPayloadInMb(Number maxPayloadInMb) Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getMaxPayloadInMb()
CfnModelPackage.TransformJobDefinitionProperty.Builder	transformInput(CfnModelPackage.TransformInputProperty transformInput) Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getTransformInput()
CfnModelPackage.TransformJobDefinitionProperty.Builder	transformInput(IResolvable transformInput) Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getTransformInput()
CfnModelPackage.TransformJobDefinitionProperty.Builder	transformOutput(CfnModelPackage.TransformOutputProperty transformOutput) Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getTransformOutput()
CfnModelPackage.TransformJobDefinitionProperty.Builder	transformOutput(IResolvable transformOutput) Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getTransformOutput()
CfnModelPackage.TransformJobDefinitionProperty.Builder	transformResources(CfnModelPackage.TransformResourcesProperty transformResources) Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getTransformResources()
CfnModelPackage.TransformJobDefinitionProperty.Builder	transformResources(IResolvable transformResources) Sets the value of CfnModelPackage.TransformJobDefinitionProperty.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

transformInput

@Stability(value=Stable)
public CfnModelPackage.TransformJobDefinitionProperty.Builder transformInput(CfnModelPackage.TransformInputProperty transformInput)

Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getTransformInput()

Parameters:

transformInput - A description of the input source and the way the transform job consumes it. This parameter is required.

Returns:

this

transformInput

@Stability(value=Stable)
public CfnModelPackage.TransformJobDefinitionProperty.Builder transformInput(IResolvable transformInput)

Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getTransformInput()

Parameters:

transformInput - A description of the input source and the way the transform job consumes it. This parameter is required.

Returns:

this

transformOutput

@Stability(value=Stable)
public CfnModelPackage.TransformJobDefinitionProperty.Builder transformOutput(CfnModelPackage.TransformOutputProperty transformOutput)

Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getTransformOutput()

Parameters:

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

Returns:

this

transformOutput

@Stability(value=Stable)
public CfnModelPackage.TransformJobDefinitionProperty.Builder transformOutput(IResolvable transformOutput)

Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getTransformOutput()

Parameters:

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

Returns:

this

transformResources

@Stability(value=Stable)
public CfnModelPackage.TransformJobDefinitionProperty.Builder transformResources(CfnModelPackage.TransformResourcesProperty transformResources)

Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getTransformResources()

Parameters:

transformResources - Identifies the ML compute instances for the transform job. This parameter is required.

Returns:

this

transformResources

@Stability(value=Stable)
public CfnModelPackage.TransformJobDefinitionProperty.Builder transformResources(IResolvable transformResources)

Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getTransformResources()

Parameters:

transformResources - Identifies the ML compute instances for the transform job. This parameter is required.

Returns:

this

batchStrategy

@Stability(value=Stable)
public CfnModelPackage.TransformJobDefinitionProperty.Builder batchStrategy(String batchStrategy)

Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getBatchStrategy()

Parameters:

batchStrategy - A string that determines the number of records included in a single mini-batch. SingleRecord means only one record is used per mini-batch. MultiRecord means a mini-batch is set to contain as many records that can fit within the MaxPayloadInMB limit.

Returns:

this

environment

@Stability(value=Stable)
public CfnModelPackage.TransformJobDefinitionProperty.Builder environment(Object environment)

Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getEnvironment()

Parameters:

environment - The environment variables to set in the Docker container. We support up to 16 key and values entries in the map.

Returns:

this

maxConcurrentTransforms

@Stability(value=Stable)
public CfnModelPackage.TransformJobDefinitionProperty.Builder maxConcurrentTransforms(Number maxConcurrentTransforms)

Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getMaxConcurrentTransforms()

Parameters:

maxConcurrentTransforms - The maximum number of parallel requests that can be sent to each instance in a transform job. The default value is 1.

Returns:

this

maxPayloadInMb

@Stability(value=Stable)
public CfnModelPackage.TransformJobDefinitionProperty.Builder maxPayloadInMb(Number maxPayloadInMb)

Sets the value of CfnModelPackage.TransformJobDefinitionProperty.getMaxPayloadInMb()

Parameters:

maxPayloadInMb - The maximum payload size allowed, in MB. A payload is the data portion of a record (without metadata).

Returns:

this

build

@Stability(value=Stable)
public CfnModelPackage.TransformJobDefinitionProperty build()

Builds the configured instance.

Specified by:

build in interface software.amazon.jsii.Builder<CfnModelPackage.TransformJobDefinitionProperty>

Returns:

a new instance of CfnModelPackage.TransformJobDefinitionProperty

Throws:

NullPointerException - if any required attribute was not provided