Class: Aws::SageMaker::Types::ClusterInstanceGroupDetails

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

Overview

Details of an instance group in a SageMaker HyperPod cluster.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#active_operationsHash<String,Integer>

A map indicating active operations currently in progress for the instance group of a SageMaker HyperPod cluster. When there is a scaling operation in progress, this map contains a key ‘Scaling` with value 1.

Returns:

  • (Hash<String,Integer>)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#active_software_update_configTypes::DeploymentConfiguration

The configuration to use when updating the AMI versions.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#capacity_requirementsTypes::ClusterCapacityRequirements

The instance capacity requirements for the instance group.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#current_countInteger

The number of instances that are currently in the instance group of a SageMaker HyperPod cluster.

Returns:

  • (Integer)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#current_image_idString

The ID of the Amazon Machine Image (AMI) currently in use by the instance group.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#desired_image_idString

The ID of the Amazon Machine Image (AMI) desired for the instance group.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#execution_roleString

The execution role for the instance group to assume.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#instance_group_nameString

The name of the instance group of a SageMaker HyperPod cluster.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#instance_storage_configsArray<Types::ClusterInstanceStorageConfig>

The additional storage configurations for the instances in the SageMaker HyperPod cluster instance group.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#instance_typeString

The instance type of the instance group of a SageMaker HyperPod cluster.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#kubernetes_configTypes::ClusterKubernetesConfigDetails

The Kubernetes configuration for the instance group that contains labels and taints to be applied for the nodes in this instance group.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#life_cycle_configTypes::ClusterLifeCycleConfig

Details of LifeCycle configuration for the instance group.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#min_countInteger

The minimum number of instances that must be available in the instance group of a SageMaker HyperPod cluster before it transitions to ‘InService` status.

Returns:

  • (Integer)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#on_start_deep_health_checksArray<String>

A flag indicating whether deep health checks should be performed when the cluster instance group is created or updated.

Returns:

  • (Array<String>)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#override_vpc_configTypes::VpcConfig

The customized Amazon VPC configuration at the instance group level that overrides the default Amazon VPC configuration of the SageMaker HyperPod cluster.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#scheduled_update_configTypes::ScheduledUpdateConfig

The configuration object of the schedule that SageMaker follows when updating the AMI.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#software_update_statusString

Status of the last software udpate request.

Status transitions follow these possible sequences:

  • Pending -&gt; InProgress -&gt; Succeeded

  • Pending -&gt; InProgress -&gt; RollbackInProgress -&gt; RollbackComplete

  • Pending -&gt; InProgress -&gt; RollbackInProgress -&gt; Failed

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#statusString

The current status of the cluster instance group.

  • ‘InService`: The instance group is active and healthy.

  • ‘Creating`: The instance group is being provisioned.

  • ‘Updating`: The instance group is being updated.

  • ‘Failed`: The instance group has failed to provision or is no longer healthy.

  • ‘Degraded`: The instance group is degraded, meaning that some instances have failed to provision or are no longer healthy.

  • ‘Deleting`: The instance group is being deleted.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#target_countInteger

The number of instances you specified to add to the instance group of a SageMaker HyperPod cluster.

Returns:

  • (Integer)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#target_state_countInteger

Represents the number of running nodes using the desired Image ID.

  1. **During software update operations:** This count shows the number of nodes running on the desired Image ID. If a rollback occurs, the current image ID and desired image ID (both included in the describe cluster response) swap values. The TargetStateCount then shows the number of nodes running on the newly designated desired image ID (which was previously the current image ID).

  2. **During simultaneous scaling and software update operations:** This count shows the number of instances running on the desired image ID, including any new instances created as part of the scaling request. New nodes are always created using the desired image ID, so TargetStateCount reflects the total count of nodes running on the desired image ID, even during rollback scenarios.

Returns:

  • (Integer)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#threads_per_coreInteger

The number you specified to ‘TreadsPerCore` in `CreateCluster` for enabling or disabling multithreading. For instance types that support multithreading, you can specify 1 for disabling multithreading and 2 for enabling multithreading. For more information, see the reference table of [CPU cores and threads per CPU core per instance type] in the *Amazon Elastic Compute Cloud User Guide*.

[1]: docs.aws.amazon.com/AWSEC2/latest/UserGuide/cpu-options-supported-instances-values.html

Returns:

  • (Integer)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#training_plan_arnString

The Amazon Resource Name (ARN); of the training plan associated with this cluster instance group.

For more information about how to reserve GPU capacity for your SageMaker HyperPod clusters using Amazon SageMaker Training Plan, see ‘ CreateTrainingPlan `.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end

#training_plan_statusString

The current status of the training plan associated with this cluster instance group.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 5617

class ClusterInstanceGroupDetails < Struct.new(
  :current_count,
  :target_count,
  :min_count,
  :instance_group_name,
  :instance_type,
  :life_cycle_config,
  :execution_role,
  :threads_per_core,
  :instance_storage_configs,
  :on_start_deep_health_checks,
  :status,
  :training_plan_arn,
  :training_plan_status,
  :override_vpc_config,
  :scheduled_update_config,
  :current_image_id,
  :desired_image_id,
  :active_operations,
  :kubernetes_config,
  :capacity_requirements,
  :target_state_count,
  :software_update_status,
  :active_software_update_config)
  SENSITIVE = []
  include Aws::Structure
end