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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"
)
// Creates an empty dataset and adds it to the specified dataset group. Use
// CreateDatasetImportJob (https://docs.aws.amazon.com/personalize/latest/dg/API_CreateDatasetImportJob.html)
// to import your training data to a dataset. There are 5 types of datasets:
// - Item interactions
// - Items
// - Users
// - Action interactions
// - Actions
//
// Each dataset type has an associated schema with required field types. Only the
// Item interactions dataset is required in order to train a model (also referred
// to as creating a solution). A dataset can be in one of the following states:
// - CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
// - DELETE PENDING > DELETE IN_PROGRESS
//
// To get the status of the dataset, call DescribeDataset (https://docs.aws.amazon.com/personalize/latest/dg/API_DescribeDataset.html)
// . Related APIs
// - CreateDatasetGroup (https://docs.aws.amazon.com/personalize/latest/dg/API_CreateDatasetGroup.html)
// - ListDatasets (https://docs.aws.amazon.com/personalize/latest/dg/API_ListDatasets.html)
// - DescribeDataset (https://docs.aws.amazon.com/personalize/latest/dg/API_DescribeDataset.html)
// - DeleteDataset (https://docs.aws.amazon.com/personalize/latest/dg/API_DeleteDataset.html)
func (c *Client) CreateDataset(ctx context.Context, params *CreateDatasetInput, optFns ...func(*Options)) (*CreateDatasetOutput, error) {
if params == nil {
params = &CreateDatasetInput{}
}
result, metadata, err := c.invokeOperation(ctx, "CreateDataset", params, optFns, c.addOperationCreateDatasetMiddlewares)
if err != nil {
return nil, err
}
out := result.(*CreateDatasetOutput)
out.ResultMetadata = metadata
return out, nil
}
type CreateDatasetInput struct {
// The Amazon Resource Name (ARN) of the dataset group to add the dataset to.
//
// This member is required.
DatasetGroupArn *string
// The type of dataset. One of the following (case insensitive) values:
// - Interactions
// - Items
// - Users
// - Actions
// - Action_Interactions
//
// This member is required.
DatasetType *string
// The name for the dataset.
//
// This member is required.
Name *string
// The ARN of the schema to associate with the dataset. The schema defines the
// dataset fields.
//
// This member is required.
SchemaArn *string
// A list of tags (https://docs.aws.amazon.com/personalize/latest/dg/tagging-resources.html)
// to apply to the dataset.
Tags []types.Tag
noSmithyDocumentSerde
}
type CreateDatasetOutput struct {
// The ARN of the dataset.
DatasetArn *string
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationCreateDatasetMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson11_serializeOpCreateDataset{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpCreateDataset{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "CreateDataset"); 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 = addOpCreateDatasetValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateDataset(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_opCreateDataset(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "CreateDataset",
}
}
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