// Code generated by smithy-go-codegen DO NOT EDIT. package sagemaker import ( "context" 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) { 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 = 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 = addHTTPSignerV4Middleware(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 = 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 } return nil } func newServiceMetadataMiddleware_opCreateInferenceRecommendationsJob(region string) *awsmiddleware.RegisterServiceMetadata { return &awsmiddleware.RegisterServiceMetadata{ Region: region, ServiceID: ServiceID, SigningName: "sagemaker", OperationName: "CreateInferenceRecommendationsJob", } }