Amazonka.SageMaker.Types.TransformResources

Documentation

data TransformResources

Describes the resources, including ML instance types and ML instance count, to use for transform job.

See: newTransformResources smart constructor.

Constructors

TransformResources'

Fields

• volumeKmsKeyId :: Maybe Text

  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
• instanceType :: TransformInstanceType

  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.

• instanceCount :: Natural

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

Instances

FromJSON TransformResources

Defined in Amazonka.SageMaker.Types.TransformResources

Methods

parseJSON :: Value -> Parser TransformResources

parseJSONList :: Value -> Parser [TransformResources]

ToJSON TransformResources

Defined in Amazonka.SageMaker.Types.TransformResources

Methods

toJSON :: TransformResources -> Value

toEncoding :: TransformResources -> Encoding

toJSONList :: [TransformResources] -> Value

toEncodingList :: [TransformResources] -> Encoding

Generic TransformResources

Defined in Amazonka.SageMaker.Types.TransformResources

Associated Types

type Rep TransformResources :: Type -> Type

Methods

from :: TransformResources -> Rep TransformResources x

to :: Rep TransformResources x -> TransformResources

Read TransformResources

Defined in Amazonka.SageMaker.Types.TransformResources

Methods

readsPrec :: Int -> ReadS TransformResources

readList :: ReadS [TransformResources]

readPrec :: ReadPrec TransformResources

readListPrec :: ReadPrec [TransformResources]

Show TransformResources

Defined in Amazonka.SageMaker.Types.TransformResources

Methods

showsPrec :: Int -> TransformResources -> ShowS

show :: TransformResources -> String

showList :: [TransformResources] -> ShowS

NFData TransformResources

Defined in Amazonka.SageMaker.Types.TransformResources

Methods

rnf :: TransformResources -> ()

Eq TransformResources

Defined in Amazonka.SageMaker.Types.TransformResources

Methods

(==) :: TransformResources -> TransformResources -> Bool

(/=) :: TransformResources -> TransformResources -> Bool

Hashable TransformResources

Defined in Amazonka.SageMaker.Types.TransformResources

Methods

hashWithSalt :: Int -> TransformResources -> Int

hash :: TransformResources -> Int

type Rep TransformResources

Defined in Amazonka.SageMaker.Types.TransformResources

type Rep TransformResources = D1 ('MetaData "TransformResources" "Amazonka.SageMaker.Types.TransformResources" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "TransformResources'" 'PrefixI 'True) (S1 ('MetaSel ('Just "volumeKmsKeyId") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: (S1 ('MetaSel ('Just "instanceType") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 TransformInstanceType) :*: S1 ('MetaSel ('Just "instanceCount") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Natural))))

newTransformResources

Arguments

:: TransformInstanceType

$sel:instanceType:TransformResources'

-> Natural

$sel:instanceCount:TransformResources'

-> TransformResources

Create a value of TransformResources 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:TransformResources', transformResources_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

$sel:instanceType:TransformResources', transformResources_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.

$sel:instanceCount:TransformResources', transformResources_instanceCount - The number of ML compute instances to use in the transform job. The default value is 1, and the maximum is 100. For distributed transform jobs, specify a value greater than 1.

transformResources_volumeKmsKeyId :: Lens' TransformResources (Maybe Text)

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

transformResources_instanceType :: Lens' TransformResources TransformInstanceType

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.

transformResources_instanceCount :: Lens' TransformResources Natural

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