1// Code generated by smithy-go-codegen DO NOT EDIT. 2 3package personalize 4 5import ( 6 "context" 7 awsmiddleware "github.com/aws/aws-sdk-go-v2/aws/middleware" 8 "github.com/aws/aws-sdk-go-v2/aws/signer/v4" 9 "github.com/aws/smithy-go/middleware" 10 smithyhttp "github.com/aws/smithy-go/transport/http" 11) 12 13// Creates an empty dataset and adds it to the specified dataset group. Use 14// CreateDatasetImportJob to import your training data to a dataset. There are 15// three types of datasets: 16// 17// * Interactions 18// 19// * Items 20// 21// * Users 22// 23// Each dataset type 24// has an associated schema with required field types. Only the Interactions 25// dataset is required in order to train a model (also referred to as creating a 26// solution). A dataset can be in one of the following states: 27// 28// * CREATE PENDING > 29// CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED 30// 31// * DELETE PENDING > DELETE 32// IN_PROGRESS 33// 34// To get the status of the dataset, call DescribeDataset. Related 35// APIs 36// 37// * CreateDatasetGroup 38// 39// * ListDatasets 40// 41// * DescribeDataset 42// 43// * DeleteDataset 44func (c *Client) CreateDataset(ctx context.Context, params *CreateDatasetInput, optFns ...func(*Options)) (*CreateDatasetOutput, error) { 45 if params == nil { 46 params = &CreateDatasetInput{} 47 } 48 49 result, metadata, err := c.invokeOperation(ctx, "CreateDataset", params, optFns, addOperationCreateDatasetMiddlewares) 50 if err != nil { 51 return nil, err 52 } 53 54 out := result.(*CreateDatasetOutput) 55 out.ResultMetadata = metadata 56 return out, nil 57} 58 59type CreateDatasetInput struct { 60 61 // The Amazon Resource Name (ARN) of the dataset group to add the dataset to. 62 // 63 // This member is required. 64 DatasetGroupArn *string 65 66 // The type of dataset. One of the following (case insensitive) values: 67 // 68 // * 69 // Interactions 70 // 71 // * Items 72 // 73 // * Users 74 // 75 // This member is required. 76 DatasetType *string 77 78 // The name for the dataset. 79 // 80 // This member is required. 81 Name *string 82 83 // The ARN of the schema to associate with the dataset. The schema defines the 84 // dataset fields. 85 // 86 // This member is required. 87 SchemaArn *string 88} 89 90type CreateDatasetOutput struct { 91 92 // The ARN of the dataset. 93 DatasetArn *string 94 95 // Metadata pertaining to the operation's result. 96 ResultMetadata middleware.Metadata 97} 98 99func addOperationCreateDatasetMiddlewares(stack *middleware.Stack, options Options) (err error) { 100 err = stack.Serialize.Add(&awsAwsjson11_serializeOpCreateDataset{}, middleware.After) 101 if err != nil { 102 return err 103 } 104 err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpCreateDataset{}, middleware.After) 105 if err != nil { 106 return err 107 } 108 if err = addSetLoggerMiddleware(stack, options); err != nil { 109 return err 110 } 111 if err = awsmiddleware.AddClientRequestIDMiddleware(stack); err != nil { 112 return err 113 } 114 if err = smithyhttp.AddComputeContentLengthMiddleware(stack); err != nil { 115 return err 116 } 117 if err = addResolveEndpointMiddleware(stack, options); err != nil { 118 return err 119 } 120 if err = v4.AddComputePayloadSHA256Middleware(stack); err != nil { 121 return err 122 } 123 if err = addRetryMiddlewares(stack, options); err != nil { 124 return err 125 } 126 if err = addHTTPSignerV4Middleware(stack, options); err != nil { 127 return err 128 } 129 if err = awsmiddleware.AddRawResponseToMetadata(stack); err != nil { 130 return err 131 } 132 if err = awsmiddleware.AddRecordResponseTiming(stack); err != nil { 133 return err 134 } 135 if err = addClientUserAgent(stack); err != nil { 136 return err 137 } 138 if err = smithyhttp.AddErrorCloseResponseBodyMiddleware(stack); err != nil { 139 return err 140 } 141 if err = smithyhttp.AddCloseResponseBodyMiddleware(stack); err != nil { 142 return err 143 } 144 if err = addOpCreateDatasetValidationMiddleware(stack); err != nil { 145 return err 146 } 147 if err = stack.Initialize.Add(newServiceMetadataMiddleware_opCreateDataset(options.Region), middleware.Before); err != nil { 148 return err 149 } 150 if err = addRequestIDRetrieverMiddleware(stack); err != nil { 151 return err 152 } 153 if err = addResponseErrorMiddleware(stack); err != nil { 154 return err 155 } 156 if err = addRequestResponseLogging(stack, options); err != nil { 157 return err 158 } 159 return nil 160} 161 162func newServiceMetadataMiddleware_opCreateDataset(region string) *awsmiddleware.RegisterServiceMetadata { 163 return &awsmiddleware.RegisterServiceMetadata{ 164 Region: region, 165 ServiceID: ServiceID, 166 SigningName: "personalize", 167 OperationName: "CreateDataset", 168 } 169} 170