Copyright	(c) 2013-2021 Brendan Hay
License	Mozilla Public License, v. 2.0.
Maintainer	Brendan Hay <brendan.g.hay+amazonka@gmail.com>
Stability	auto-generated
Portability	non-portable (GHC extensions)
Safe Haskell	None

Amazonka.SageMaker.Types.ProcessingClusterConfig

Description

Documentation

data ProcessingClusterConfig Source #

Configuration for the cluster used to run a processing job.

See: newProcessingClusterConfig smart constructor.

Constructors

ProcessingClusterConfig'

Fields

volumeKmsKeyId :: Maybe Text
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.
instanceCount :: Natural
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.
instanceType :: ProcessingInstanceType
The ML compute instance type for the processing job.
volumeSizeInGB :: Natural
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.

Instances

Instances details

Eq ProcessingClusterConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.ProcessingClusterConfig Methods (==) :: ProcessingClusterConfig -> ProcessingClusterConfig -> Bool # (/=) :: ProcessingClusterConfig -> ProcessingClusterConfig -> Bool #
Read ProcessingClusterConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.ProcessingClusterConfig Methods readsPrec :: Int -> ReadS ProcessingClusterConfig # readList :: ReadS [ProcessingClusterConfig] # readPrec :: ReadPrec ProcessingClusterConfig # readListPrec :: ReadPrec [ProcessingClusterConfig] #
Show ProcessingClusterConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.ProcessingClusterConfig Methods showsPrec :: Int -> ProcessingClusterConfig -> ShowS # show :: ProcessingClusterConfig -> String # showList :: [ProcessingClusterConfig] -> ShowS #
Generic ProcessingClusterConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.ProcessingClusterConfig Associated Types type Rep ProcessingClusterConfig :: Type -> Type # Methods from :: ProcessingClusterConfig -> Rep ProcessingClusterConfig x # to :: Rep ProcessingClusterConfig x -> ProcessingClusterConfig #
NFData ProcessingClusterConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.ProcessingClusterConfig Methods rnf :: ProcessingClusterConfig -> () #
Hashable ProcessingClusterConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.ProcessingClusterConfig Methods hashWithSalt :: Int -> ProcessingClusterConfig -> Int # hash :: ProcessingClusterConfig -> Int #
ToJSON ProcessingClusterConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.ProcessingClusterConfig Methods toJSON :: ProcessingClusterConfig -> Value # toEncoding :: ProcessingClusterConfig -> Encoding # toJSONList :: [ProcessingClusterConfig] -> Value # toEncodingList :: [ProcessingClusterConfig] -> Encoding #
FromJSON ProcessingClusterConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.ProcessingClusterConfig Methods parseJSON :: Value -> Parser ProcessingClusterConfig # parseJSONList :: Value -> Parser [ProcessingClusterConfig] #
type Rep ProcessingClusterConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.ProcessingClusterConfig type Rep ProcessingClusterConfig = D1 ('MetaData "ProcessingClusterConfig" "Amazonka.SageMaker.Types.ProcessingClusterConfig" "libZSservicesZSamazonka-sagemakerZSamazonka-sagemaker" 'False) (C1 ('MetaCons "ProcessingClusterConfig'" 'PrefixI 'True) ((S1 ('MetaSel ('Just "volumeKmsKeyId") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: S1 ('MetaSel ('Just "instanceCount") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Natural)) :: (S1 ('MetaSel ('Just "instanceType") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 ProcessingInstanceType) :*: S1 ('MetaSel ('Just "volumeSizeInGB") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Natural))))

newProcessingClusterConfig Source #

Arguments

:: Natural	`$sel:instanceCount:ProcessingClusterConfig'`
-> ProcessingInstanceType	`$sel:instanceType:ProcessingClusterConfig'`
-> Natural	`$sel:volumeSizeInGB:ProcessingClusterConfig'`
-> ProcessingClusterConfig

Create a value of ProcessingClusterConfig with all optional fields omitted.

Use generic-lens or optics to modify other optional fields.

The following record fields are available, with the corresponding lenses provided for backwards compatibility:

$sel:volumeKmsKeyId:ProcessingClusterConfig', processingClusterConfig_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.

$sel:instanceCount:ProcessingClusterConfig', processingClusterConfig_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.

$sel:instanceType:ProcessingClusterConfig', processingClusterConfig_instanceType - The ML compute instance type for the processing job.

$sel:volumeSizeInGB:ProcessingClusterConfig', processingClusterConfig_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.

processingClusterConfig_volumeKmsKeyId :: Lens' ProcessingClusterConfig (Maybe Text) Source #

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.

processingClusterConfig_instanceCount :: Lens' ProcessingClusterConfig Natural Source #

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.

processingClusterConfig_instanceType :: Lens' ProcessingClusterConfig ProcessingInstanceType Source #

The ML compute instance type for the processing job.

processingClusterConfig_volumeSizeInGB :: Lens' ProcessingClusterConfig Natural Source #

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.