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// Code generated by smithy-go-codegen DO NOT EDIT.
package personalize
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/personalize/types"
"github.com/aws/smithy-go/middleware"
smithyhttp "github.com/aws/smithy-go/transport/http"
)
// Trains or retrains an active solution in a Custom dataset group. A solution is
// created using the CreateSolution (https://docs.aws.amazon.com/personalize/latest/dg/API_CreateSolution.html)
// operation and must be in the ACTIVE state before calling CreateSolutionVersion .
// A new version of the solution is created every time you call this operation.
// Status A solution version can be in one of the following states:
// - CREATE PENDING
// - CREATE IN_PROGRESS
// - ACTIVE
// - CREATE FAILED
// - CREATE STOPPING
// - CREATE STOPPED
//
// To get the status of the version, call DescribeSolutionVersion (https://docs.aws.amazon.com/personalize/latest/dg/API_DescribeSolutionVersion.html)
// . Wait until the status shows as ACTIVE before calling CreateCampaign . If the
// status shows as CREATE FAILED, the response includes a failureReason key, which
// describes why the job failed. Related APIs
// - ListSolutionVersions (https://docs.aws.amazon.com/personalize/latest/dg/API_ListSolutionVersions.html)
// - DescribeSolutionVersion (https://docs.aws.amazon.com/personalize/latest/dg/API_DescribeSolutionVersion.html)
// - ListSolutions (https://docs.aws.amazon.com/personalize/latest/dg/API_ListSolutions.html)
// - CreateSolution (https://docs.aws.amazon.com/personalize/latest/dg/API_CreateSolution.html)
// - DescribeSolution (https://docs.aws.amazon.com/personalize/latest/dg/API_DescribeSolution.html)
// - DeleteSolution (https://docs.aws.amazon.com/personalize/latest/dg/API_DeleteSolution.html)
func (c *Client) CreateSolutionVersion(ctx context.Context, params *CreateSolutionVersionInput, optFns ...func(*Options)) (*CreateSolutionVersionOutput, error) {
if params == nil {
params = &CreateSolutionVersionInput{}
}
result, metadata, err := c.invokeOperation(ctx, "CreateSolutionVersion", params, optFns, c.addOperationCreateSolutionVersionMiddlewares)
if err != nil {
return nil, err
}
out := result.(*CreateSolutionVersionOutput)
out.ResultMetadata = metadata
return out, nil
}
type CreateSolutionVersionInput struct {
// The Amazon Resource Name (ARN) of the solution containing the training
// configuration information.
//
// This member is required.
SolutionArn *string
// The name of the solution version.
Name *string
// A list of tags (https://docs.aws.amazon.com/personalize/latest/dg/tagging-resources.html)
// to apply to the solution version.
Tags []types.Tag
// The scope of training to be performed when creating the solution version. The
// default is FULL . This creates a completely new model based on the entirety of
// the training data from the datasets in your dataset group. If you use
// User-Personalization (https://docs.aws.amazon.com/personalize/latest/dg/native-recipe-new-item-USER_PERSONALIZATION.html)
// , you can specify a training mode of UPDATE . This updates the model to consider
// new items for recommendations. It is not a full retraining. You should still
// complete a full retraining weekly. If you specify UPDATE , Amazon Personalize
// will stop automatic updates for the solution version. To resume updates, create
// a new solution with training mode set to FULL and deploy it in a campaign. For
// more information about automatic updates, see Automatic updates (https://docs.aws.amazon.com/personalize/latest/dg/use-case-recipe-features.html#maintaining-with-automatic-updates)
// . The UPDATE option can only be used when you already have an active solution
// version created from the input solution using the FULL option and the input
// solution was trained with the User-Personalization (https://docs.aws.amazon.com/personalize/latest/dg/native-recipe-new-item-USER_PERSONALIZATION.html)
// recipe or the legacy HRNN-Coldstart (https://docs.aws.amazon.com/personalize/latest/dg/native-recipe-hrnn-coldstart.html)
// recipe.
TrainingMode types.TrainingMode
noSmithyDocumentSerde
}
type CreateSolutionVersionOutput struct {
// The ARN of the new solution version.
SolutionVersionArn *string
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationCreateSolutionVersionMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson11_serializeOpCreateSolutionVersion{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpCreateSolutionVersion{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "CreateSolutionVersion"); 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 = addOpCreateSolutionVersionValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateSolutionVersion(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_opCreateSolutionVersion(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "CreateSolutionVersion",
}
}
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