software.amazon.awssdk.services.sagemaker.model

Interface TransformResources.Builder

All Superinterfaces:

Buildable, CopyableBuilder<TransformResources.Builder,TransformResources>, SdkBuilder<TransformResources.Builder,TransformResources>, SdkPojo

Enclosing class:

TransformResources

public static interface TransformResources.Builder
extends SdkPojo, CopyableBuilder<TransformResources.Builder,TransformResources>

Method Summary

Modifier and Type	Method and Description
TransformResources.Builder	instanceCount(Integer instanceCount) The number of ML compute instances to use in the transform job.
TransformResources.Builder	instanceType(String instanceType) The ML compute instance type for the transform job.
TransformResources.Builder	instanceType(TransformInstanceType instanceType) The ML compute instance type for the transform job.
TransformResources.Builder	volumeKmsKeyId(String volumeKmsKeyId) The Amazon Web Services Key Management Service (Amazon Web Services 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.

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFields

Methods inherited from interface software.amazon.awssdk.utils.builder.CopyableBuilder

copy

Methods inherited from interface software.amazon.awssdk.utils.builder.SdkBuilder

applyMutation, build

Method Detail

instanceType

TransformResources.Builder instanceType(String instanceType)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

TransformInstanceType, TransformInstanceType

instanceType

TransformResources.Builder instanceType(TransformInstanceType instanceType)

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

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

TransformInstanceType, TransformInstanceType

instanceCount

TransformResources.Builder instanceCount(Integer instanceCount)

The number of ML compute instances to use in the transform job. For distributed transform jobs, specify a value greater than 1. The default value is 1.

Parameters:

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

Returns:

Returns a reference to this object so that method calls can be chained together.

volumeKmsKeyId

TransformResources.Builder volumeKmsKeyId(String volumeKmsKeyId)

The Amazon Web Services Key Management Service (Amazon Web Services 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

Parameters:

volumeKmsKeyId - The Amazon Web Services Key Management Service (Amazon Web Services 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:

Returns a reference to this object so that method calls can be chained together.