Class: Aws::SageMaker::Types::TransformResources

Inherits:
Struct
  • Object
show all
Includes:
Aws::Structure
Defined in:
lib/aws-sdk-sagemaker/types.rb

Overview

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

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#instance_count ⇒ Integer

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`.

Returns:

  • (Integer) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 44216

class TransformResources < Struct.new(
  :instance_type,
  :instance_count,
  :volume_kms_key_id)
  SENSITIVE = []
  include Aws::Structure
end

#instance_type ⇒ String

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.large`instance types.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 44216

class TransformResources < Struct.new(
  :instance_type,
  :instance_count,
  :volume_kms_key_id)
  SENSITIVE = []
  include Aws::Structure
end

#volume_kms_key_id ⇒ String

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.

<note markdown=“1”> 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].

</note>

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`

[1]: docs.aws.amazon.com/AWSEC2/latest/UserGuide/InstanceStorage.html#instance-store-volumes [2]: docs.aws.amazon.com/AWSEC2/latest/UserGuide/ssd-instance-store.html

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 44216

class TransformResources < Struct.new(
  :instance_type,
  :instance_count,
  :volume_kms_key_id)
  SENSITIVE = []
  include Aws::Structure
end