// Code generated by smithy-go-codegen DO NOT EDIT. package lookoutvision 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/lookoutvision/types" "github.com/aws/smithy-go/middleware" smithyhttp "github.com/aws/smithy-go/transport/http" ) // Creates a new dataset in an Amazon Lookout for Vision project. CreateDataset // can create a training or a test dataset from a valid dataset source ( // DatasetSource ). If you want a single dataset project, specify train for the // value of DatasetType . To have a project with separate training and test // datasets, call CreateDataset twice. On the first call, specify train for the // value of DatasetType . On the second call, specify test for the value of // DatasetType . This operation requires permissions to perform the // lookoutvision:CreateDataset operation. 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 type of the dataset. Specify train for a training dataset. Specify test for // a test dataset. // // This member is required. DatasetType *string // The name of the project in which you want to create a dataset. // // This member is required. ProjectName *string // ClientToken is an idempotency token that ensures a call to CreateDataset // completes only once. You choose the value to pass. For example, An issue might // prevent you from getting a response from CreateDataset . In this case, safely // retry your call to CreateDataset by using the same ClientToken parameter value. // If you don't supply a value for ClientToken , the AWS SDK you are using inserts // a value for you. This prevents retries after a network error from making // multiple dataset creation requests. You'll need to provide your own value for // other use cases. An error occurs if the other input parameters are not the same // as in the first request. Using a different value for ClientToken is considered // a new call to CreateDataset . An idempotency token is active for 8 hours. ClientToken *string // The location of the manifest file that Amazon Lookout for Vision uses to create // the dataset. If you don't specify DatasetSource , an empty dataset is created // and the operation synchronously returns. Later, you can add JSON Lines by // calling UpdateDatasetEntries . If you specify a value for DataSource , the // manifest at the S3 location is validated and used to create the dataset. The // call to CreateDataset is asynchronous and might take a while to complete. To // find out the current status, Check the value of Status returned in a call to // DescribeDataset . DatasetSource *types.DatasetSource noSmithyDocumentSerde } type CreateDatasetOutput struct { // Information about the dataset. DatasetMetadata *types.DatasetMetadata // 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(&awsRestjson1_serializeOpCreateDataset{}, middleware.After) if err != nil { return err } err = stack.Deserialize.Add(&awsRestjson1_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 = addIdempotencyToken_opCreateDatasetMiddleware(stack, options); 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 } type idempotencyToken_initializeOpCreateDataset struct { tokenProvider IdempotencyTokenProvider } func (*idempotencyToken_initializeOpCreateDataset) ID() string { return "OperationIdempotencyTokenAutoFill" } func (m *idempotencyToken_initializeOpCreateDataset) HandleInitialize(ctx context.Context, in middleware.InitializeInput, next middleware.InitializeHandler) ( out middleware.InitializeOutput, metadata middleware.Metadata, err error, ) { if m.tokenProvider == nil { return next.HandleInitialize(ctx, in) } input, ok := in.Parameters.(*CreateDatasetInput) if !ok { return out, metadata, fmt.Errorf("expected middleware input to be of type *CreateDatasetInput ") } if input.ClientToken == nil { t, err := m.tokenProvider.GetIdempotencyToken() if err != nil { return out, metadata, err } input.ClientToken = &t } return next.HandleInitialize(ctx, in) } func addIdempotencyToken_opCreateDatasetMiddleware(stack *middleware.Stack, cfg Options) error { return stack.Initialize.Add(&idempotencyToken_initializeOpCreateDataset{tokenProvider: cfg.IdempotencyTokenProvider}, middleware.Before) } func newServiceMetadataMiddleware_opCreateDataset(region string) *awsmiddleware.RegisterServiceMetadata { return &awsmiddleware.RegisterServiceMetadata{ Region: region, ServiceID: ServiceID, SigningName: "lookoutvision", OperationName: "CreateDataset", } }