software.amazon.awscdk.services.sagemaker

Class CfnModelPackage.TransformResourcesProperty.Builder

java.lang.Object

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

Enclosing interface:

CfnModelPackage.TransformResourcesProperty

public static final class CfnModelPackage.TransformResourcesProperty.Builder
extends java.lang.Object

A builder for CfnModelPackage.TransformResourcesProperty

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
CfnModelPackage.TransformResourcesProperty	build() Builds the configured instance.
CfnModelPackage.TransformResourcesProperty.Builder	instanceCount(java.lang.Number instanceCount) Sets the value of CfnModelPackage.TransformResourcesProperty.getInstanceCount()
CfnModelPackage.TransformResourcesProperty.Builder	instanceType(java.lang.String instanceType) Sets the value of CfnModelPackage.TransformResourcesProperty.getInstanceType()
CfnModelPackage.TransformResourcesProperty.Builder	volumeKmsKeyId(java.lang.String volumeKmsKeyId) Sets the value of CfnModelPackage.TransformResourcesProperty.getVolumeKmsKeyId()

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

instanceCount

public CfnModelPackage.TransformResourcesProperty.Builder instanceCount(java.lang.Number instanceCount)

Sets the value of CfnModelPackage.TransformResourcesProperty.getInstanceCount()

Parameters:

instanceCount - The number of ML compute instances to use in the transform job. This parameter is required. The default value is 1 , and the maximum is 100 . For distributed transform jobs, specify a value greater than 1 .

Returns:

this

instanceType

public CfnModelPackage.TransformResourcesProperty.Builder instanceType(java.lang.String instanceType)

Sets the value of CfnModelPackage.TransformResourcesProperty.getInstanceType()

Parameters:

instanceType - The ML compute instance type for the transform job. This parameter is required. If you are using built-in algorithms to transform moderately sized datasets, we recommend using ml.m4.xlarge or ml.m5.large instance types.

Returns:

this

volumeKmsKeyId

public CfnModelPackage.TransformResourcesProperty.Builder volumeKmsKeyId(java.lang.String volumeKmsKeyId)

Sets the value of CfnModelPackage.TransformResourcesProperty.getVolumeKmsKeyId()

Parameters:

volumeKmsKeyId - The AWS Key Management Service ( AWS KMS) key that Amazon SageMaker uses to encrypt model data on the storage volume attached to the ML compute instance(s) that run the batch transform job.

Certain Nitro-based instances include local storage, dependent on the instance type. Local storage volumes are encrypted using a hardware module on the instance. You can't request a VolumeKmsKeyId when using an instance type with local storage.

For a list of instance types that support local instance storage, see Instance Store Volumes .

For more information about local instance storage encryption, see SSD Instance Store Volumes .

The VolumeKmsKeyId can be any of the following formats:

• Key ID: 1234abcd-12ab-34cd-56ef-1234567890ab
• Key ARN: arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab
• Alias name: alias/ExampleAlias
• Alias name ARN: arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias

Returns:

this

build

public CfnModelPackage.TransformResourcesProperty build()

Builds the configured instance.

Returns:

a new instance of CfnModelPackage.TransformResourcesProperty

Throws:

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