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// Code generated by smithy-go-codegen DO NOT EDIT.
package sagemaker
import (
"context"
"fmt"
awsmiddleware "github.com/aws/aws-sdk-go-v2/aws/middleware"
"github.com/aws/aws-sdk-go-v2/aws/signer/v4"
"github.com/aws/aws-sdk-go-v2/service/sagemaker/types"
"github.com/aws/smithy-go/middleware"
smithyhttp "github.com/aws/smithy-go/transport/http"
)
// 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 (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-hyperpod.html)
// in the Amazon SageMaker Developer Guide.
func (c *Client) CreateCluster(ctx context.Context, params *CreateClusterInput, optFns ...func(*Options)) (*CreateClusterOutput, error) {
if params == nil {
params = &CreateClusterInput{}
}
result, metadata, err := c.invokeOperation(ctx, "CreateCluster", params, optFns, c.addOperationCreateClusterMiddlewares)
if err != nil {
return nil, err
}
out := result.(*CreateClusterOutput)
out.ResultMetadata = metadata
return out, nil
}
type CreateClusterInput struct {
// The name for the new SageMaker HyperPod cluster.
//
// This member is required.
ClusterName *string
// The instance groups to be created in the SageMaker HyperPod cluster.
//
// This member is required.
InstanceGroups []types.ClusterInstanceGroupSpecification
// 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 (https://docs.aws.amazon.com/tag-editor/latest/userguide/tagging.html)
// .
Tags []types.Tag
// 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 (https://docs.aws.amazon.com/sagemaker/latest/dg/infrastructure-give-access.html)
// .
VpcConfig *types.VpcConfig
noSmithyDocumentSerde
}
type CreateClusterOutput struct {
// The Amazon Resource Name (ARN) of the cluster.
//
// This member is required.
ClusterArn *string
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationCreateClusterMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson11_serializeOpCreateCluster{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpCreateCluster{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "CreateCluster"); err != nil {
return fmt.Errorf("add protocol finalizers: %v", err)
}
if err = addlegacyEndpointContextSetter(stack, options); err != nil {
return err
}
if err = addSetLoggerMiddleware(stack, options); err != nil {
return err
}
if err = awsmiddleware.AddClientRequestIDMiddleware(stack); err != nil {
return err
}
if err = smithyhttp.AddComputeContentLengthMiddleware(stack); err != nil {
return err
}
if err = addResolveEndpointMiddleware(stack, options); err != nil {
return err
}
if err = v4.AddComputePayloadSHA256Middleware(stack); err != nil {
return err
}
if err = addRetryMiddlewares(stack, options); err != nil {
return err
}
if err = awsmiddleware.AddRawResponseToMetadata(stack); err != nil {
return err
}
if err = awsmiddleware.AddRecordResponseTiming(stack); err != nil {
return err
}
if err = addClientUserAgent(stack, options); err != nil {
return err
}
if err = smithyhttp.AddErrorCloseResponseBodyMiddleware(stack); err != nil {
return err
}
if err = smithyhttp.AddCloseResponseBodyMiddleware(stack); err != nil {
return err
}
if err = addSetLegacyContextSigningOptionsMiddleware(stack); err != nil {
return err
}
if err = addOpCreateClusterValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateCluster(options.Region), middleware.Before); err != nil {
return err
}
if err = awsmiddleware.AddRecursionDetection(stack); err != nil {
return err
}
if err = addRequestIDRetrieverMiddleware(stack); err != nil {
return err
}
if err = addResponseErrorMiddleware(stack); err != nil {
return err
}
if err = addRequestResponseLogging(stack, options); err != nil {
return err
}
if err = addDisableHTTPSMiddleware(stack, options); err != nil {
return err
}
return nil
}
func newServiceMetadataMiddleware_opCreateCluster(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "CreateCluster",
}
}
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