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

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::UpdateClusterRequest

Defined in:

gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #auto_scaling ⇒ Types::ClusterAutoScalingConfig

  Updates the autoscaling configuration for the cluster.

• #cluster_name ⇒ String

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

• #cluster_role ⇒ String

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

• #instance_groups ⇒ Array<Types::ClusterInstanceGroupSpecification>

  Specify the instance groups to update.

• #instance_groups_to_delete ⇒ Array<String>

  Specify the names of the instance groups to delete.

• #node_provisioning_mode ⇒ String

  Determines how instance provisioning is handled during cluster operations.

• #node_recovery ⇒ String

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

• #orchestrator ⇒ Types::ClusterOrchestrator

  The type of orchestrator used for the SageMaker HyperPod cluster.

• #restricted_instance_groups ⇒ Array<Types::ClusterRestrictedInstanceGroupSpecification>

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

• #restricted_instance_groups_config ⇒ Types::ClusterRestrictedInstanceGroupsConfig

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

• #tiered_storage_config ⇒ Types::ClusterTieredStorageConfig

  Updates the configuration for managed tier checkpointing on the HyperPod cluster.

Instance Attribute Details

#auto_scaling ⇒ Types::ClusterAutoScalingConfig

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

Returns:

• (Types::ClusterAutoScalingConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 57124

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)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 57124

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)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 57124

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:

• (Array<Types::ClusterInstanceGroupSpecification>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 57124

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>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 57124

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)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 57124

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)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 57124

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:

• (Types::ClusterOrchestrator)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 57124

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:

• (Array<Types::ClusterRestrictedInstanceGroupSpecification>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 57124

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:

• (Types::ClusterRestrictedInstanceGroupsConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 57124

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:

• (Types::ClusterTieredStorageConfig)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 57124

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