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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"
)
// Starts a recommendation job. You can create either an instance recommendation
// or load test job.
func (c *Client) CreateInferenceRecommendationsJob(ctx context.Context, params *CreateInferenceRecommendationsJobInput, optFns ...func(*Options)) (*CreateInferenceRecommendationsJobOutput, error) {
if params == nil {
params = &CreateInferenceRecommendationsJobInput{}
}
result, metadata, err := c.invokeOperation(ctx, "CreateInferenceRecommendationsJob", params, optFns, c.addOperationCreateInferenceRecommendationsJobMiddlewares)
if err != nil {
return nil, err
}
out := result.(*CreateInferenceRecommendationsJobOutput)
out.ResultMetadata = metadata
return out, nil
}
type CreateInferenceRecommendationsJobInput struct {
// Provides information about the versioned model package Amazon Resource Name
// (ARN), the traffic pattern, and endpoint configurations.
//
// This member is required.
InputConfig *types.RecommendationJobInputConfig
// A name for the recommendation job. The name must be unique within the Amazon
// Web Services Region and within your Amazon Web Services account. The job name is
// passed down to the resources created by the recommendation job. The names of
// resources (such as the model, endpoint configuration, endpoint, and compilation)
// that are prefixed with the job name are truncated at 40 characters.
//
// This member is required.
JobName *string
// Defines the type of recommendation job. Specify Default to initiate an instance
// recommendation and Advanced to initiate a load test. If left unspecified,
// Amazon SageMaker Inference Recommender will run an instance recommendation (
// DEFAULT ) job.
//
// This member is required.
JobType types.RecommendationJobType
// The Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker to
// perform tasks on your behalf.
//
// This member is required.
RoleArn *string
// Description of the recommendation job.
JobDescription *string
// Provides information about the output artifacts and the KMS key to use for
// Amazon S3 server-side encryption.
OutputConfig *types.RecommendationJobOutputConfig
// A set of conditions for stopping a recommendation job. If any of the conditions
// are met, the job is automatically stopped.
StoppingConditions *types.RecommendationJobStoppingConditions
// The metadata that you apply to Amazon Web Services resources to help you
// categorize and organize them. Each tag consists of a key and a value, both of
// which you define. For more information, see Tagging Amazon Web Services
// Resources (https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html) in
// the Amazon Web Services General Reference.
Tags []types.Tag
noSmithyDocumentSerde
}
type CreateInferenceRecommendationsJobOutput struct {
// The Amazon Resource Name (ARN) of the recommendation job.
//
// This member is required.
JobArn *string
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationCreateInferenceRecommendationsJobMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson11_serializeOpCreateInferenceRecommendationsJob{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpCreateInferenceRecommendationsJob{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "CreateInferenceRecommendationsJob"); 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 = addOpCreateInferenceRecommendationsJobValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateInferenceRecommendationsJob(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_opCreateInferenceRecommendationsJob(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "CreateInferenceRecommendationsJob",
}
}
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