software.amazon.awssdk.services.sagemaker.model

Interface ProcessingClusterConfig.Builder

All Superinterfaces:

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

Enclosing class:

ProcessingClusterConfig

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

Method Summary

Modifier and Type	Method and Description
ProcessingClusterConfig.Builder	instanceCount(Integer instanceCount) The number of ML compute instances to use in the processing job.
ProcessingClusterConfig.Builder	instanceType(ProcessingInstanceType instanceType) The ML compute instance type for the processing job.
ProcessingClusterConfig.Builder	instanceType(String instanceType) The ML compute instance type for the processing job.
ProcessingClusterConfig.Builder	volumeKmsKeyId(String volumeKmsKeyId) The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the processing job.
ProcessingClusterConfig.Builder	volumeSizeInGB(Integer volumeSizeInGB) The size of the ML storage volume in gigabytes that you want to provision.

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

instanceCount

ProcessingClusterConfig.Builder instanceCount(Integer instanceCount)

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

Parameters:

instanceCount - The number of ML compute instances to use in the processing job. For distributed processing 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.

instanceType

ProcessingClusterConfig.Builder instanceType(String instanceType)

The ML compute instance type for the processing job.

Parameters:

instanceType - The ML compute instance type for the processing job.

Returns:

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

See Also:

ProcessingInstanceType, ProcessingInstanceType

instanceType

ProcessingClusterConfig.Builder instanceType(ProcessingInstanceType instanceType)

The ML compute instance type for the processing job.

Parameters:

instanceType - The ML compute instance type for the processing job.

Returns:

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

See Also:

ProcessingInstanceType, ProcessingInstanceType

volumeSizeInGB

ProcessingClusterConfig.Builder volumeSizeInGB(Integer volumeSizeInGB)

The size of the ML storage volume in gigabytes that you want to provision. You must specify sufficient ML storage for your scenario.

Certain Nitro-based instances include local storage with a fixed total size, dependent on the instance type. When using these instances for processing, Amazon SageMaker mounts the local instance storage instead of Amazon EBS gp2 storage. You can't request a VolumeSizeInGB greater than the total size of the local instance storage.

For a list of instance types that support local instance storage, including the total size per instance type, see Instance Store Volumes.

Parameters:

volumeSizeInGB - The size of the ML storage volume in gigabytes that you want to provision. You must specify sufficient ML storage for your scenario.

Certain Nitro-based instances include local storage with a fixed total size, dependent on the instance type. When using these instances for processing, Amazon SageMaker mounts the local instance storage instead of Amazon EBS gp2 storage. You can't request a VolumeSizeInGB greater than the total size of the local instance storage.

For a list of instance types that support local instance storage, including the total size per instance type, see Instance Store Volumes.

Returns:

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

volumeKmsKeyId

ProcessingClusterConfig.Builder volumeKmsKeyId(String volumeKmsKeyId)

The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the processing 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.

Parameters:

volumeKmsKeyId - The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the processing 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.

Returns:

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