// Code generated by smithy-go-codegen DO NOT EDIT. package personalize import ( "context" 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 three types of datasets: // - Interactions // - Items // - Users // // Each dataset type has an associated schema with required field types. Only the // 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 // // 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) { 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 = 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 = addHTTPSignerV4Middleware(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 = 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 } return nil } func newServiceMetadataMiddleware_opCreateDataset(region string) *awsmiddleware.RegisterServiceMetadata { return &awsmiddleware.RegisterServiceMetadata{ Region: region, ServiceID: ServiceID, SigningName: "personalize", OperationName: "CreateDataset", } }