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

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6219

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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6219

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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6219

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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6219

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.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6219

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

#vpc_config ⇒ Types::VpcConfig

Specifies the Amazon Virtual Private Cloud (VPC) that is associated with the Amazon SageMaker HyperPod cluster. You can control access to and from your resources by configuring your VPC. For more information, see Give SageMaker access to resources in your Amazon VPC.

If you configure your VPC with IPv6 support and specify subnets with IPv6 addressing enabled in your VPC configuration, the cluster automatically uses IPv6 addressing for network communication.

For information about adding IPv6 support for your VPC, see IPv6 support for your VPC.

For information about creating a new VPC for use with IPv6, see Create a VPC.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 6219

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