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

Inherits:

Struct

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

show all

Includes:: Aws::Structure

Defined in:: lib/aws-sdk-sagemaker/types.rb

Overview

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

#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.
#restricted_instance_groups_config ⇒ Types::ClusterRestrictedInstanceGroupsConfigOutput
The configuration for the restricted instance groups (RIG) 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 18354

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18354

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18354

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18354

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18354

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18354

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18354

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:

(Array<Types::ClusterInstanceGroupDetails>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18354

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18354

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18354

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:

(Types::ClusterOrchestrator)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18354

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:

(Array<Types::ClusterRestrictedInstanceGroupDetails>)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18354

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:

(Types::ClusterRestrictedInstanceGroupsConfigOutput)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18354

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:

(Types::ClusterTieredStorageConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18354

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:

(Types::VpcConfig)

# File 'lib/aws-sdk-sagemaker/types.rb', line 18354

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

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

Overview

Constant Summary collapse

Instance Attribute Summary collapse

Instance Attribute Details

#auto_scaling ⇒ Types::ClusterAutoScalingConfigOutput

#cluster_arn ⇒ String

#cluster_name ⇒ String

#cluster_role ⇒ String

#cluster_status ⇒ String

#creation_time ⇒ Time

#failure_message ⇒ String

#instance_groups ⇒ Array<Types::ClusterInstanceGroupDetails>

#node_provisioning_mode ⇒ String

#node_recovery ⇒ String

#orchestrator ⇒ Types::ClusterOrchestrator

#restricted_instance_groups ⇒ Array<Types::ClusterRestrictedInstanceGroupDetails>

#restricted_instance_groups_config ⇒ Types::ClusterRestrictedInstanceGroupsConfigOutput

#tiered_storage_config ⇒ Types::ClusterTieredStorageConfig

#vpc_config ⇒ Types::VpcConfig

#auto_scaling ⇒ `Types::ClusterAutoScalingConfigOutput`

#cluster_arn ⇒ `String`

#cluster_name ⇒ `String`

#cluster_role ⇒ `String`

#cluster_status ⇒ `String`

#creation_time ⇒ `Time`

#failure_message ⇒ `String`

#instance_groups ⇒ `Array<Types::ClusterInstanceGroupDetails>`

#node_provisioning_mode ⇒ `String`

#node_recovery ⇒ `String`

#orchestrator ⇒ `Types::ClusterOrchestrator`

#restricted_instance_groups ⇒ `Array<Types::ClusterRestrictedInstanceGroupDetails>`

#restricted_instance_groups_config ⇒ `Types::ClusterRestrictedInstanceGroupsConfigOutput`

#tiered_storage_config ⇒ `Types::ClusterTieredStorageConfig`

#vpc_config ⇒ `Types::VpcConfig`