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// Code generated by smithy-go-codegen DO NOT EDIT.
package cleanroomsml
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/smithy-go/middleware"
smithyhttp "github.com/aws/smithy-go/transport/http"
"time"
)
// Defines the information necessary to create an audience model. An audience
// model is a machine learning model that Clean Rooms ML trains to measure
// similarity between users. Clean Rooms ML manages training and storing the
// audience model. The audience model can be used in multiple calls to the
// StartAudienceGenerationJob API.
func (c *Client) CreateAudienceModel(ctx context.Context, params *CreateAudienceModelInput, optFns ...func(*Options)) (*CreateAudienceModelOutput, error) {
if params == nil {
params = &CreateAudienceModelInput{}
}
result, metadata, err := c.invokeOperation(ctx, "CreateAudienceModel", params, optFns, c.addOperationCreateAudienceModelMiddlewares)
if err != nil {
return nil, err
}
out := result.(*CreateAudienceModelOutput)
out.ResultMetadata = metadata
return out, nil
}
type CreateAudienceModelInput struct {
// The name of the audience model resource.
//
// This member is required.
Name *string
// The Amazon Resource Name (ARN) of the training dataset for this audience model.
//
// This member is required.
TrainingDatasetArn *string
// The description of the audience model.
Description *string
// The Amazon Resource Name (ARN) of the KMS key. This key is used to encrypt and
// decrypt customer-owned data in the trained ML model and the associated data.
KmsKeyArn *string
// The optional metadata that you apply to the resource to help you categorize and
// organize them. Each tag consists of a key and an optional value, both of which
// you define. The following basic restrictions apply to tags:
// - Maximum number of tags per resource - 50.
// - For each resource, each tag key must be unique, and each tag key can have
// only one value.
// - Maximum key length - 128 Unicode characters in UTF-8.
// - Maximum value length - 256 Unicode characters in UTF-8.
// - If your tagging schema is used across multiple services and resources,
// remember that other services may have restrictions on allowed characters.
// Generally allowed characters are: letters, numbers, and spaces representable in
// UTF-8, and the following characters: + - = . _ : / @.
// - Tag keys and values are case sensitive.
// - Do not use aws:, AWS:, or any upper or lowercase combination of such as a
// prefix for keys as it is reserved for AWS use. You cannot edit or delete tag
// keys with this prefix. Values can have this prefix. If a tag value has aws as
// its prefix but the key does not, then Forecast considers it to be a user tag and
// will count against the limit of 50 tags. Tags with only the key prefix of aws do
// not count against your tags per resource limit.
Tags map[string]string
// The end date and time of the training window.
TrainingDataEndTime *time.Time
// The start date and time of the training window.
TrainingDataStartTime *time.Time
noSmithyDocumentSerde
}
type CreateAudienceModelOutput struct {
// The Amazon Resource Name (ARN) of the audience model.
//
// This member is required.
AudienceModelArn *string
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationCreateAudienceModelMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsRestjson1_serializeOpCreateAudienceModel{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsRestjson1_deserializeOpCreateAudienceModel{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "CreateAudienceModel"); 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 = addOpCreateAudienceModelValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateAudienceModel(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_opCreateAudienceModel(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "CreateAudienceModel",
}
}
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