aws_sdk_sagemaker::operation::create_cluster::builders

Struct CreateClusterFluentBuilder

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pub struct CreateClusterFluentBuilder { /* private fields */ }
Expand description

Fluent builder constructing a request to CreateCluster.

Creates a SageMaker HyperPod cluster. SageMaker HyperPod is a capability of SageMaker for creating and managing persistent clusters for developing large machine learning models, such as large language models (LLMs) and diffusion models. To learn more, see Amazon SageMaker HyperPod in the Amazon SageMaker Developer Guide.

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impl CreateClusterFluentBuilder

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pub fn as_input(&self) -> &CreateClusterInputBuilder

Access the CreateCluster as a reference.

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pub async fn send( self, ) -> Result<CreateClusterOutput, SdkError<CreateClusterError, HttpResponse>>

Sends the request and returns the response.

If an error occurs, an SdkError will be returned with additional details that can be matched against.

By default, any retryable failures will be retried twice. Retry behavior is configurable with the RetryConfig, which can be set when configuring the client.

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pub fn customize( self, ) -> CustomizableOperation<CreateClusterOutput, CreateClusterError, Self>

Consumes this builder, creating a customizable operation that can be modified before being sent.

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pub fn cluster_name(self, input: impl Into<String>) -> Self

The name for the new SageMaker HyperPod cluster.

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pub fn set_cluster_name(self, input: Option<String>) -> Self

The name for the new SageMaker HyperPod cluster.

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pub fn get_cluster_name(&self) -> &Option<String>

The name for the new SageMaker HyperPod cluster.

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pub fn instance_groups(self, input: ClusterInstanceGroupSpecification) -> Self

Appends an item to InstanceGroups.

To override the contents of this collection use set_instance_groups.

The instance groups to be created in the SageMaker HyperPod cluster.

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pub fn set_instance_groups( self, input: Option<Vec<ClusterInstanceGroupSpecification>>, ) -> Self

The instance groups to be created in the SageMaker HyperPod cluster.

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pub fn get_instance_groups( &self, ) -> &Option<Vec<ClusterInstanceGroupSpecification>>

The instance groups to be created in the SageMaker HyperPod cluster.

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pub fn vpc_config(self, input: VpcConfig) -> Self

Specifies the Amazon Virtual Private Cloud (VPC) that is associated with the Amazon SageMaker HyperPod cluster. You can control access to and from your resources by configuring your VPC. For more information, see Give SageMaker access to resources in your Amazon VPC.

When your Amazon VPC and subnets support IPv6, network communications differ based on the cluster orchestration platform:

  • Slurm-orchestrated clusters automatically configure nodes with dual IPv6 and IPv4 addresses, allowing immediate IPv6 network communications.

  • In Amazon EKS-orchestrated clusters, nodes receive dual-stack addressing, but pods can only use IPv6 when the Amazon EKS cluster is explicitly IPv6-enabled. For information about deploying an IPv6 Amazon EKS cluster, see Amazon EKS IPv6 Cluster Deployment.

Additional resources for IPv6 configuration:

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pub fn set_vpc_config(self, input: Option<VpcConfig>) -> Self

Specifies the Amazon Virtual Private Cloud (VPC) that is associated with the Amazon SageMaker HyperPod cluster. You can control access to and from your resources by configuring your VPC. For more information, see Give SageMaker access to resources in your Amazon VPC.

When your Amazon VPC and subnets support IPv6, network communications differ based on the cluster orchestration platform:

  • Slurm-orchestrated clusters automatically configure nodes with dual IPv6 and IPv4 addresses, allowing immediate IPv6 network communications.

  • In Amazon EKS-orchestrated clusters, nodes receive dual-stack addressing, but pods can only use IPv6 when the Amazon EKS cluster is explicitly IPv6-enabled. For information about deploying an IPv6 Amazon EKS cluster, see Amazon EKS IPv6 Cluster Deployment.

Additional resources for IPv6 configuration:

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pub fn get_vpc_config(&self) -> &Option<VpcConfig>

Specifies the Amazon Virtual Private Cloud (VPC) that is associated with the Amazon SageMaker HyperPod cluster. You can control access to and from your resources by configuring your VPC. For more information, see Give SageMaker access to resources in your Amazon VPC.

When your Amazon VPC and subnets support IPv6, network communications differ based on the cluster orchestration platform:

  • Slurm-orchestrated clusters automatically configure nodes with dual IPv6 and IPv4 addresses, allowing immediate IPv6 network communications.

  • In Amazon EKS-orchestrated clusters, nodes receive dual-stack addressing, but pods can only use IPv6 when the Amazon EKS cluster is explicitly IPv6-enabled. For information about deploying an IPv6 Amazon EKS cluster, see Amazon EKS IPv6 Cluster Deployment.

Additional resources for IPv6 configuration:

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pub fn tags(self, input: Tag) -> Self

Appends an item to Tags.

To override the contents of this collection use set_tags.

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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pub fn set_tags(self, input: Option<Vec<Tag>>) -> Self

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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pub fn get_tags(&self) -> &Option<Vec<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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pub fn orchestrator(self, input: ClusterOrchestrator) -> Self

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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pub fn set_orchestrator(self, input: Option<ClusterOrchestrator>) -> Self

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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pub fn get_orchestrator(&self) -> &Option<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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pub fn node_recovery(self, input: ClusterNodeRecovery) -> Self

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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pub fn set_node_recovery(self, input: Option<ClusterNodeRecovery>) -> Self

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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pub fn get_node_recovery(&self) -> &Option<ClusterNodeRecovery>

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.

Trait Implementations§

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impl Clone for CreateClusterFluentBuilder

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fn clone(&self) -> CreateClusterFluentBuilder

Returns a duplicate of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for CreateClusterFluentBuilder

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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