1// Code generated by smithy-go-codegen DO NOT EDIT. 2 3package glue 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// Starts the active learning workflow for your machine learning transform to 14// improve the transform's quality by generating label sets and adding labels. When 15// the StartMLLabelingSetGenerationTaskRun finishes, AWS Glue will have generated a 16// "labeling set" or a set of questions for humans to answer. In the case of the 17// FindMatches transform, these questions are of the form, “What is the correct way 18// to group these rows together into groups composed entirely of matching records?” 19// After the labeling process is finished, you can upload your labels with a call 20// to StartImportLabelsTaskRun. After StartImportLabelsTaskRun finishes, all future 21// runs of the machine learning transform will use the new and improved labels and 22// perform a higher-quality transformation. 23func (c *Client) StartMLLabelingSetGenerationTaskRun(ctx context.Context, params *StartMLLabelingSetGenerationTaskRunInput, optFns ...func(*Options)) (*StartMLLabelingSetGenerationTaskRunOutput, error) { 24 if params == nil { 25 params = &StartMLLabelingSetGenerationTaskRunInput{} 26 } 27 28 result, metadata, err := c.invokeOperation(ctx, "StartMLLabelingSetGenerationTaskRun", params, optFns, addOperationStartMLLabelingSetGenerationTaskRunMiddlewares) 29 if err != nil { 30 return nil, err 31 } 32 33 out := result.(*StartMLLabelingSetGenerationTaskRunOutput) 34 out.ResultMetadata = metadata 35 return out, nil 36} 37 38type StartMLLabelingSetGenerationTaskRunInput struct { 39 40 // The Amazon Simple Storage Service (Amazon S3) path where you generate the 41 // labeling set. 42 // 43 // This member is required. 44 OutputS3Path *string 45 46 // The unique identifier of the machine learning transform. 47 // 48 // This member is required. 49 TransformId *string 50} 51 52type StartMLLabelingSetGenerationTaskRunOutput struct { 53 54 // The unique run identifier that is associated with this task run. 55 TaskRunId *string 56 57 // Metadata pertaining to the operation's result. 58 ResultMetadata middleware.Metadata 59} 60 61func addOperationStartMLLabelingSetGenerationTaskRunMiddlewares(stack *middleware.Stack, options Options) (err error) { 62 err = stack.Serialize.Add(&awsAwsjson11_serializeOpStartMLLabelingSetGenerationTaskRun{}, middleware.After) 63 if err != nil { 64 return err 65 } 66 err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpStartMLLabelingSetGenerationTaskRun{}, middleware.After) 67 if err != nil { 68 return err 69 } 70 if err = addSetLoggerMiddleware(stack, options); err != nil { 71 return err 72 } 73 if err = awsmiddleware.AddClientRequestIDMiddleware(stack); err != nil { 74 return err 75 } 76 if err = smithyhttp.AddComputeContentLengthMiddleware(stack); err != nil { 77 return err 78 } 79 if err = addResolveEndpointMiddleware(stack, options); err != nil { 80 return err 81 } 82 if err = v4.AddComputePayloadSHA256Middleware(stack); err != nil { 83 return err 84 } 85 if err = addRetryMiddlewares(stack, options); err != nil { 86 return err 87 } 88 if err = addHTTPSignerV4Middleware(stack, options); err != nil { 89 return err 90 } 91 if err = awsmiddleware.AddRawResponseToMetadata(stack); err != nil { 92 return err 93 } 94 if err = awsmiddleware.AddRecordResponseTiming(stack); err != nil { 95 return err 96 } 97 if err = addClientUserAgent(stack); err != nil { 98 return err 99 } 100 if err = smithyhttp.AddErrorCloseResponseBodyMiddleware(stack); err != nil { 101 return err 102 } 103 if err = smithyhttp.AddCloseResponseBodyMiddleware(stack); err != nil { 104 return err 105 } 106 if err = addOpStartMLLabelingSetGenerationTaskRunValidationMiddleware(stack); err != nil { 107 return err 108 } 109 if err = stack.Initialize.Add(newServiceMetadataMiddleware_opStartMLLabelingSetGenerationTaskRun(options.Region), middleware.Before); err != nil { 110 return err 111 } 112 if err = addRequestIDRetrieverMiddleware(stack); err != nil { 113 return err 114 } 115 if err = addResponseErrorMiddleware(stack); err != nil { 116 return err 117 } 118 if err = addRequestResponseLogging(stack, options); err != nil { 119 return err 120 } 121 return nil 122} 123 124func newServiceMetadataMiddleware_opStartMLLabelingSetGenerationTaskRun(region string) *awsmiddleware.RegisterServiceMetadata { 125 return &awsmiddleware.RegisterServiceMetadata{ 126 Region: region, 127 ServiceID: ServiceID, 128 SigningName: "glue", 129 OperationName: "StartMLLabelingSetGenerationTaskRun", 130 } 131} 132