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

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DescribeClusterResponse

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #auto_scaling ⇒ Types::ClusterAutoScalingConfigOutput

  The current autoscaling configuration and status for the autoscaler.

• #cluster_arn ⇒ String

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

• #cluster_name ⇒ String

  The name of the SageMaker HyperPod cluster.

• #cluster_role ⇒ String

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

• #cluster_status ⇒ String

  The status of the SageMaker HyperPod cluster.

• #creation_time ⇒ Time

  The time when the SageMaker Cluster is created.

• #failure_message ⇒ String

  The failure message of the SageMaker HyperPod cluster.

• #instance_groups ⇒ Array<Types::ClusterInstanceGroupDetails>

  The instance groups of the SageMaker HyperPod cluster.

• #node_provisioning_mode ⇒ String

  The mode used for provisioning nodes in the cluster.

• #node_recovery ⇒ String

  The node recovery mode configured for the SageMaker HyperPod cluster.

• #orchestrator ⇒ Types::ClusterOrchestrator

  The type of orchestrator used for the SageMaker HyperPod cluster.

• #restricted_instance_groups ⇒ Array<Types::ClusterRestrictedInstanceGroupDetails>

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

• #tiered_storage_config ⇒ Types::ClusterTieredStorageConfig

  The current configuration for managed tier checkpointing on the HyperPod cluster.

• #vpc_config ⇒ Types::VpcConfig

  Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to.

Instance Attribute Details

#auto_scaling ⇒ Types::ClusterAutoScalingConfigOutput

The current autoscaling configuration and status for the autoscaler.

Returns:

• (Types::ClusterAutoScalingConfigOutput)

# File 'lib/aws-sdk-sagemaker/types.rb', line 17711

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 17711

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 17711

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 17711

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 17711

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 17711

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 17711

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :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:

• (Array<Types::ClusterInstanceGroupDetails>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 17711

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 17711

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 17711

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :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:

• (Types::ClusterOrchestrator)

# File 'lib/aws-sdk-sagemaker/types.rb', line 17711

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :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:

• (Array<Types::ClusterRestrictedInstanceGroupDetails>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 17711

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :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:

• (Types::ClusterTieredStorageConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 17711

class DescribeClusterResponse < Struct.new(
  :cluster_arn,
  :cluster_name,
  :cluster_status,
  :creation_time,
  :failure_message,
  :instance_groups,
  :restricted_instance_groups,
  :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].

[1]: docs.aws.amazon.com/sagemaker/latest/dg/infrastructure-give-access.html

Returns:

• (Types::VpcConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 17711

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