/
api_op_CreateSolutionVersion.go
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/
api_op_CreateSolutionVersion.go
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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/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]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]. 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]
//
// [DescribeSolutionVersion]
//
// [ListSolutions]
//
// [CreateSolution]
//
// [DescribeSolution]
//
// [DeleteSolution]
//
// [DescribeSolutionVersion]: https://docs.aws.amazon.com/personalize/latest/dg/API_DescribeSolutionVersion.html
// [DeleteSolution]: https://docs.aws.amazon.com/personalize/latest/dg/API_DeleteSolution.html
// [CreateSolution]: https://docs.aws.amazon.com/personalize/latest/dg/API_CreateSolution.html
// [ListSolutionVersions]: https://docs.aws.amazon.com/personalize/latest/dg/API_ListSolutionVersions.html
// [ListSolutions]: https://docs.aws.amazon.com/personalize/latest/dg/API_ListSolutions.html
// [DescribeSolution]: https://docs.aws.amazon.com/personalize/latest/dg/API_DescribeSolution.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] to apply to the solution version.
//
// [tags]: https://docs.aws.amazon.com/personalize/latest/dg/tagging-resources.html
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], 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].
//
// 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]recipe or the legacy [HRNN-Coldstart] recipe.
//
// [User-Personalization]: https://docs.aws.amazon.com/personalize/latest/dg/native-recipe-new-item-USER_PERSONALIZATION.html
// [HRNN-Coldstart]: https://docs.aws.amazon.com/personalize/latest/dg/native-recipe-hrnn-coldstart.html
// [Automatic updates]: https://docs.aws.amazon.com/personalize/latest/dg/use-case-recipe-features.html#maintaining-with-automatic-updates
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 = addClientRequestID(stack); err != nil {
return err
}
if err = addComputeContentLength(stack); err != nil {
return err
}
if err = addResolveEndpointMiddleware(stack, options); err != nil {
return err
}
if err = addComputePayloadSHA256(stack); err != nil {
return err
}
if err = addRetry(stack, options); err != nil {
return err
}
if err = addRawResponseToMetadata(stack); err != nil {
return err
}
if err = 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 = 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",
}
}