Class: Aws::SageMaker::Types::DescribeClusterResponse

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

#auto_scaling ⇒ Types::ClusterAutoScalingConfigOutput

The current autoscaling configuration and status for the autoscaler.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18708

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :vpc_config,
  :orchestrator,
  :tiered_storage_config,
  :node_recovery,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling)
  SENSITIVE = []
  include Aws::Structure
end

#cluster_arn ⇒ String

The Amazon Resource Name (ARN) of the SageMaker HyperPod cluster.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18708

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :vpc_config,
  :orchestrator,
  :tiered_storage_config,
  :node_recovery,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling)
  SENSITIVE = []
  include Aws::Structure
end

#cluster_name ⇒ String

The name of the SageMaker HyperPod cluster.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18708

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :vpc_config,
  :orchestrator,
  :tiered_storage_config,
  :node_recovery,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling)
  SENSITIVE = []
  include Aws::Structure
end

#cluster_role ⇒ String

The Amazon Resource Name (ARN) of the IAM role that HyperPod uses for cluster autoscaling operations.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18708

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :vpc_config,
  :orchestrator,
  :tiered_storage_config,
  :node_recovery,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling)
  SENSITIVE = []
  include Aws::Structure
end

#cluster_status ⇒ String

The status of the SageMaker HyperPod cluster.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18708

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :vpc_config,
  :orchestrator,
  :tiered_storage_config,
  :node_recovery,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling)
  SENSITIVE = []
  include Aws::Structure
end

#creation_time ⇒ Time

The time when the SageMaker Cluster is created.

Returns:

  • (Time) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18708

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :vpc_config,
  :orchestrator,
  :tiered_storage_config,
  :node_recovery,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling)
  SENSITIVE = []
  include Aws::Structure
end

#failure_message ⇒ String

The failure message of the SageMaker HyperPod cluster.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18708

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :vpc_config,
  :orchestrator,
  :tiered_storage_config,
  :node_recovery,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling)
  SENSITIVE = []
  include Aws::Structure
end

#instance_groups ⇒ Array<Types::ClusterInstanceGroupDetails>

The instance groups of the SageMaker HyperPod cluster.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18708

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :vpc_config,
  :orchestrator,
  :tiered_storage_config,
  :node_recovery,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling)
  SENSITIVE = []
  include Aws::Structure
end

#node_provisioning_mode ⇒ String

The mode used for provisioning nodes in the cluster.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18708

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :vpc_config,
  :orchestrator,
  :tiered_storage_config,
  :node_recovery,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling)
  SENSITIVE = []
  include Aws::Structure
end

#node_recovery ⇒ String

The node recovery mode configured for the SageMaker HyperPod cluster.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18708

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :vpc_config,
  :orchestrator,
  :tiered_storage_config,
  :node_recovery,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling)
  SENSITIVE = []
  include Aws::Structure
end

#orchestrator ⇒ Types::ClusterOrchestrator

The type of orchestrator used for the SageMaker HyperPod cluster.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18708

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :vpc_config,
  :orchestrator,
  :tiered_storage_config,
  :node_recovery,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling)
  SENSITIVE = []
  include Aws::Structure
end

#restricted_instance_groups ⇒ Array<Types::ClusterRestrictedInstanceGroupDetails>

The specialized instance groups for training models like Amazon Nova 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 18708

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :vpc_config,
  :orchestrator,
  :tiered_storage_config,
  :node_recovery,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling)
  SENSITIVE = []
  include Aws::Structure
end

#restricted_instance_groups_config ⇒ Types::ClusterRestrictedInstanceGroupsConfigOutput

The configuration for the restricted instance groups (RIG) in the SageMaker HyperPod cluster.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18708

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :vpc_config,
  :orchestrator,
  :tiered_storage_config,
  :node_recovery,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling)
  SENSITIVE = []
  include Aws::Structure
end

#tiered_storage_config ⇒ Types::ClusterTieredStorageConfig

The current configuration for managed tier checkpointing on the HyperPod cluster. For example, this shows whether the feature is enabled and the percentage of cluster memory allocated for checkpoint storage.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18708

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :vpc_config,
  :orchestrator,
  :tiered_storage_config,
  :node_recovery,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling)
  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.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18708

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :vpc_config,
  :orchestrator,
  :tiered_storage_config,
  :node_recovery,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling)
  SENSITIVE = []
  include Aws::Structure
end