api_op_CreateDataset.go

// 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/dev/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); 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 = 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",
	}
}