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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 an Amazon SageMaker Inference Recommender autoscaling recommendation
// job. Returns recommendations for autoscaling policies that you can apply to your
// SageMaker endpoint.
func (c *Client) GetScalingConfigurationRecommendation(ctx context.Context, params *GetScalingConfigurationRecommendationInput, optFns ...func(*Options)) (*GetScalingConfigurationRecommendationOutput, error) {
if params == nil {
params = &GetScalingConfigurationRecommendationInput{}
}
result, metadata, err := c.invokeOperation(ctx, "GetScalingConfigurationRecommendation", params, optFns, c.addOperationGetScalingConfigurationRecommendationMiddlewares)
if err != nil {
return nil, err
}
out := result.(*GetScalingConfigurationRecommendationOutput)
out.ResultMetadata = metadata
return out, nil
}
type GetScalingConfigurationRecommendationInput struct {
// The name of a previously completed Inference Recommender job.
//
// This member is required.
InferenceRecommendationsJobName *string
// The name of an endpoint benchmarked during a previously completed inference
// recommendation job. This name should come from one of the recommendations
// returned by the job specified in the InferenceRecommendationsJobName field.
// Specify either this field or the RecommendationId field.
EndpointName *string
// The recommendation ID of a previously completed inference recommendation. This
// ID should come from one of the recommendations returned by the job specified in
// the InferenceRecommendationsJobName field. Specify either this field or the
// EndpointName field.
RecommendationId *string
// An object where you specify the anticipated traffic pattern for an endpoint.
ScalingPolicyObjective *types.ScalingPolicyObjective
// The percentage of how much utilization you want an instance to use before
// autoscaling. The default value is 50%.
TargetCpuUtilizationPerCore *int32
noSmithyDocumentSerde
}
type GetScalingConfigurationRecommendationOutput struct {
// An object with the recommended values for you to specify when creating an
// autoscaling policy.
DynamicScalingConfiguration *types.DynamicScalingConfiguration
// The name of an endpoint benchmarked during a previously completed Inference
// Recommender job.
EndpointName *string
// The name of a previously completed Inference Recommender job.
InferenceRecommendationsJobName *string
// An object with a list of metrics that were benchmarked during the previously
// completed Inference Recommender job.
Metric *types.ScalingPolicyMetric
// The recommendation ID of a previously completed inference recommendation.
RecommendationId *string
// An object representing the anticipated traffic pattern for an endpoint that you
// specified in the request.
ScalingPolicyObjective *types.ScalingPolicyObjective
// The percentage of how much utilization you want an instance to use before
// autoscaling, which you specified in the request. The default value is 50%.
TargetCpuUtilizationPerCore *int32
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationGetScalingConfigurationRecommendationMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson11_serializeOpGetScalingConfigurationRecommendation{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpGetScalingConfigurationRecommendation{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "GetScalingConfigurationRecommendation"); 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 = addOpGetScalingConfigurationRecommendationValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opGetScalingConfigurationRecommendation(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_opGetScalingConfigurationRecommendation(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "GetScalingConfigurationRecommendation",
}
}
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