Class: Aws::SageMaker::Types::CreateClusterRequest

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

Overview

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#cluster_name ⇒ String

The name for the new SageMaker HyperPod cluster.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 5872

class CreateClusterRequest < Struct.new(
  :cluster_name,
  :instance_groups,
  :vpc_config,
  :tags,
  :orchestrator,
  :node_recovery)
  SENSITIVE = []
  include Aws::Structure
end

#instance_groups ⇒ Array<Types::ClusterInstanceGroupSpecification>

The instance groups to be created in the SageMaker HyperPod cluster.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 5872

class CreateClusterRequest < Struct.new(
  :cluster_name,
  :instance_groups,
  :vpc_config,
  :tags,
  :orchestrator,
  :node_recovery)
  SENSITIVE = []
  include Aws::Structure
end

#node_recovery ⇒ String

The node recovery mode for the SageMaker HyperPod cluster. When set to ‘Automatic`, SageMaker HyperPod will automatically reboot or replace faulty nodes when issues are detected. When set to `None`, cluster administrators will need to manually manage any faulty cluster instances.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 5872

class CreateClusterRequest < Struct.new(
  :cluster_name,
  :instance_groups,
  :vpc_config,
  :tags,
  :orchestrator,
  :node_recovery)
  SENSITIVE = []
  include Aws::Structure
end

#orchestrator ⇒ Types::ClusterOrchestrator

The type of orchestrator to use for the SageMaker HyperPod cluster. Currently, the only supported value is ‘“eks”`, which is to use an Amazon Elastic Kubernetes Service (EKS) cluster as the orchestrator.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 5872

class CreateClusterRequest < Struct.new(
  :cluster_name,
  :instance_groups,
  :vpc_config,
  :tags,
  :orchestrator,
  :node_recovery)
  SENSITIVE = []
  include Aws::Structure
end

#tags ⇒ Array<Types::Tag>

Custom tags for managing the SageMaker HyperPod cluster as an Amazon Web Services resource. You can add tags to your cluster in the same way you add them in other Amazon Web Services services that support tagging. To learn more about tagging Amazon Web Services resources in general, see [Tagging Amazon Web Services Resources User Guide].

[1]: docs.aws.amazon.com/tag-editor/latest/userguide/tagging.html

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 5872

class CreateClusterRequest < Struct.new(
  :cluster_name,
  :instance_groups,
  :vpc_config,
  :tags,
  :orchestrator,
  :node_recovery)
  SENSITIVE = []
  include Aws::Structure
end

#vpc_config ⇒ Types::VpcConfig

Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to. You can control access to and from your resources by configuring a VPC. For more information, see [Give SageMaker Access to Resources in your Amazon VPC].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/infrastructure-give-access.html

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 5872

class CreateClusterRequest < Struct.new(
  :cluster_name,
  :instance_groups,
  :vpc_config,
  :tags,
  :orchestrator,
  :node_recovery)
  SENSITIVE = []
  include Aws::Structure
end