Package software.amazon.awscdk.services.sagemaker

Class CfnModelPackage.TransformResourcesProperty.Builder

java.lang.Object

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

All Implemented Interfaces:

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

Enclosing interface:

CfnModelPackage.TransformResourcesProperty

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

A builder for CfnModelPackage.TransformResourcesProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

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

Builder

public Builder()

Method Details

instanceCount

@Stability(Stable)
public CfnModelPackage.TransformResourcesProperty.Builder instanceCount(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

@Stability(Stable)
public CfnModelPackage.TransformResourcesProperty.Builder instanceType(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

@Stability(Stable)
public CfnModelPackage.TransformResourcesProperty.Builder volumeKmsKeyId(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

@Stability(Stable)
public CfnModelPackage.TransformResourcesProperty build()

Builds the configured instance.

Specified by:

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

Returns:

a new instance of CfnModelPackage.TransformResourcesProperty

Throws:

NullPointerException - if any required attribute was not provided