Class: Aws::SageMaker::Types::UpdateClusterRequest

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

#auto_scaling ⇒ Types::ClusterAutoScalingConfig

Updates the autoscaling configuration for the cluster. Use to enable or disable automatic node scaling.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 56107

class UpdateClusterRequest < Struct.new(
  :cluster_name,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :tiered_storage_config,
  :node_recovery,
  :instance_groups_to_delete,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling,
  :orchestrator)
  SENSITIVE = []
  include Aws::Structure
end

#cluster_name ⇒ String

Specify the name of the SageMaker HyperPod cluster you want to update.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 56107

class UpdateClusterRequest < Struct.new(
  :cluster_name,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :tiered_storage_config,
  :node_recovery,
  :instance_groups_to_delete,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling,
  :orchestrator)
  SENSITIVE = []
  include Aws::Structure
end

#cluster_role ⇒ String

The Amazon Resource Name (ARN) of the IAM role that HyperPod assumes for cluster autoscaling operations. Cannot be updated while autoscaling is enabled.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 56107

class UpdateClusterRequest < Struct.new(
  :cluster_name,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :tiered_storage_config,
  :node_recovery,
  :instance_groups_to_delete,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling,
  :orchestrator)
  SENSITIVE = []
  include Aws::Structure
end

#instance_groups ⇒ Array<Types::ClusterInstanceGroupSpecification>

Specify the instance groups to update.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 56107

class UpdateClusterRequest < Struct.new(
  :cluster_name,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :tiered_storage_config,
  :node_recovery,
  :instance_groups_to_delete,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling,
  :orchestrator)
  SENSITIVE = []
  include Aws::Structure
end

#instance_groups_to_delete ⇒ Array<String>

Specify the names of the instance groups to delete. Use a single ‘,` as the separator between multiple names.

Returns:

  • (Array<String>) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 56107

class UpdateClusterRequest < Struct.new(
  :cluster_name,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :tiered_storage_config,
  :node_recovery,
  :instance_groups_to_delete,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling,
  :orchestrator)
  SENSITIVE = []
  include Aws::Structure
end

#node_provisioning_mode ⇒ String

Determines how instance provisioning is handled during cluster operations. In ‘Continuous` mode, the cluster provisions available instances incrementally and retries until the target count is reached. The cluster becomes operational once cluster-level resources are ready. Use `CurrentCount` and `TargetCount` in `DescribeCluster` to track provisioning progress.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 56107

class UpdateClusterRequest < Struct.new(
  :cluster_name,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :tiered_storage_config,
  :node_recovery,
  :instance_groups_to_delete,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling,
  :orchestrator)
  SENSITIVE = []
  include Aws::Structure
end

#node_recovery ⇒ String

The node recovery mode to be applied to the SageMaker HyperPod cluster.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 56107

class UpdateClusterRequest < Struct.new(
  :cluster_name,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :tiered_storage_config,
  :node_recovery,
  :instance_groups_to_delete,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling,
  :orchestrator)
  SENSITIVE = []
  include Aws::Structure
end

#orchestrator ⇒ Types::ClusterOrchestrator

The type of orchestrator used for the SageMaker HyperPod cluster.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 56107

class UpdateClusterRequest < Struct.new(
  :cluster_name,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :tiered_storage_config,
  :node_recovery,
  :instance_groups_to_delete,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling,
  :orchestrator)
  SENSITIVE = []
  include Aws::Structure
end

#restricted_instance_groups ⇒ Array<Types::ClusterRestrictedInstanceGroupSpecification>

The specialized instance groups for training models like Amazon Nova to be created in the SageMaker HyperPod cluster.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 56107

class UpdateClusterRequest < Struct.new(
  :cluster_name,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :tiered_storage_config,
  :node_recovery,
  :instance_groups_to_delete,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling,
  :orchestrator)
  SENSITIVE = []
  include Aws::Structure
end

#restricted_instance_groups_config ⇒ Types::ClusterRestrictedInstanceGroupsConfig

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

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 56107

class UpdateClusterRequest < Struct.new(
  :cluster_name,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :tiered_storage_config,
  :node_recovery,
  :instance_groups_to_delete,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling,
  :orchestrator)
  SENSITIVE = []
  include Aws::Structure
end

#tiered_storage_config ⇒ Types::ClusterTieredStorageConfig

Updates the configuration for managed tier checkpointing on the HyperPod cluster. For example, you can enable or disable the feature and modify the percentage of cluster memory allocated for checkpoint storage.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 56107

class UpdateClusterRequest < Struct.new(
  :cluster_name,
  :instance_groups,
  :restricted_instance_groups,
  :restricted_instance_groups_config,
  :tiered_storage_config,
  :node_recovery,
  :instance_groups_to_delete,
  :node_provisioning_mode,
  :cluster_role,
  :auto_scaling,
  :orchestrator)
  SENSITIVE = []
  include Aws::Structure
end