Class: Aws::SageMaker::Types::CreateClusterRequest
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::CreateClusterRequest
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#cluster_name ⇒ String
The name for the new SageMaker HyperPod cluster.
-
#instance_groups ⇒ Array<Types::ClusterInstanceGroupSpecification>
The instance groups to be created in the SageMaker HyperPod cluster.
-
#node_recovery ⇒ String
The node recovery mode for the SageMaker HyperPod cluster.
-
#orchestrator ⇒ Types::ClusterOrchestrator
The type of orchestrator to use for the SageMaker HyperPod cluster.
-
#tags ⇒ Array<Types::Tag>
Custom tags for managing the SageMaker HyperPod cluster as an Amazon Web Services resource.
-
#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
#cluster_name ⇒ String
The name for the new SageMaker HyperPod cluster.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5807 class CreateClusterRequest < Struct.new( :cluster_name, :instance_groups, :vpc_config, :tags, :orchestrator, :node_recovery) SENSITIVE = [] include Aws::Structure end |
#instance_groups ⇒ Array<Types::ClusterInstanceGroupSpecification>
The instance groups to be created in the SageMaker HyperPod cluster.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5807 class CreateClusterRequest < Struct.new( :cluster_name, :instance_groups, :vpc_config, :tags, :orchestrator, :node_recovery) SENSITIVE = [] include Aws::Structure end |
#node_recovery ⇒ String
The node recovery mode for the SageMaker HyperPod cluster. When set
to Automatic
, SageMaker HyperPod will automatically reboot or
replace faulty nodes when issues are detected. When set to None
,
cluster administrators will need to manually manage any faulty
cluster instances.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5807 class CreateClusterRequest < Struct.new( :cluster_name, :instance_groups, :vpc_config, :tags, :orchestrator, :node_recovery) SENSITIVE = [] include Aws::Structure end |
#orchestrator ⇒ Types::ClusterOrchestrator
The type of orchestrator to use for the SageMaker HyperPod cluster.
Currently, the only supported value is "eks"
, which is to use an
Amazon Elastic Kubernetes Service (EKS) cluster as the orchestrator.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5807 class CreateClusterRequest < Struct.new( :cluster_name, :instance_groups, :vpc_config, :tags, :orchestrator, :node_recovery) SENSITIVE = [] include Aws::Structure end |
#tags ⇒ Array<Types::Tag>
Custom tags for managing the SageMaker HyperPod cluster as an Amazon Web Services resource. You can add tags to your cluster in the same way you add them in other Amazon Web Services services that support tagging. To learn more about tagging Amazon Web Services resources in general, see Tagging Amazon Web Services Resources User Guide.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5807 class CreateClusterRequest < Struct.new( :cluster_name, :instance_groups, :vpc_config, :tags, :orchestrator, :node_recovery) 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.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 5807 class CreateClusterRequest < Struct.new( :cluster_name, :instance_groups, :vpc_config, :tags, :orchestrator, :node_recovery) SENSITIVE = [] include Aws::Structure end |