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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/aws-sdk-go-v2/service/cleanroomsml/types"
"github.com/aws/smithy-go/middleware"
smithyhttp "github.com/aws/smithy-go/transport/http"
)
// Defines the information necessary to create a training dataset, or seed
// audience. In Clean Rooms ML, the TrainingDataset is metadata that points to a
// Glue table, which is read only during AudienceModel creation.
func (c *Client) CreateTrainingDataset(ctx context.Context, params *CreateTrainingDatasetInput, optFns ...func(*Options)) (*CreateTrainingDatasetOutput, error) {
if params == nil {
params = &CreateTrainingDatasetInput{}
}
result, metadata, err := c.invokeOperation(ctx, "CreateTrainingDataset", params, optFns, c.addOperationCreateTrainingDatasetMiddlewares)
if err != nil {
return nil, err
}
out := result.(*CreateTrainingDatasetOutput)
out.ResultMetadata = metadata
return out, nil
}
type CreateTrainingDatasetInput struct {
// The name of the training dataset. This name must be unique in your account and
// region.
//
// This member is required.
Name *string
// The ARN of the IAM role that Clean Rooms ML can assume to read the data
// referred to in the dataSource field of each dataset. Passing a role across AWS
// accounts is not allowed. If you pass a role that isn't in your account, you get
// an AccessDeniedException error.
//
// This member is required.
RoleArn *string
// An array of information that lists the Dataset objects, which specifies the
// dataset type and details on its location and schema. You must provide a role
// that has read access to these tables.
//
// This member is required.
TrainingData []types.Dataset
// The description of the training dataset.
Description *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 Clean Rooms ML 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
noSmithyDocumentSerde
}
type CreateTrainingDatasetOutput struct {
// The Amazon Resource Name (ARN) of the training dataset resource.
//
// This member is required.
TrainingDatasetArn *string
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationCreateTrainingDatasetMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsRestjson1_serializeOpCreateTrainingDataset{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsRestjson1_deserializeOpCreateTrainingDataset{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "CreateTrainingDataset"); 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 = addOpCreateTrainingDatasetValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateTrainingDataset(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_opCreateTrainingDataset(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "CreateTrainingDataset",
}
}
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