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// Code generated by smithy-go-codegen DO NOT EDIT.
package glue
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/smithy-go/middleware"
smithyhttp "github.com/aws/smithy-go/transport/http"
)
// Starts the active learning workflow for your machine learning transform to
// improve the transform's quality by generating label sets and adding labels. When
// the StartMLLabelingSetGenerationTaskRun finishes, Glue will have generated a
// "labeling set" or a set of questions for humans to answer. In the case of the
// FindMatches transform, these questions are of the form, “What is the correct way
// to group these rows together into groups composed entirely of matching records?”
// After the labeling process is finished, you can upload your labels with a call
// to StartImportLabelsTaskRun . After StartImportLabelsTaskRun finishes, all
// future runs of the machine learning transform will use the new and improved
// labels and perform a higher-quality transformation.
func (c *Client) StartMLLabelingSetGenerationTaskRun(ctx context.Context, params *StartMLLabelingSetGenerationTaskRunInput, optFns ...func(*Options)) (*StartMLLabelingSetGenerationTaskRunOutput, error) {
if params == nil {
params = &StartMLLabelingSetGenerationTaskRunInput{}
}
result, metadata, err := c.invokeOperation(ctx, "StartMLLabelingSetGenerationTaskRun", params, optFns, c.addOperationStartMLLabelingSetGenerationTaskRunMiddlewares)
if err != nil {
return nil, err
}
out := result.(*StartMLLabelingSetGenerationTaskRunOutput)
out.ResultMetadata = metadata
return out, nil
}
type StartMLLabelingSetGenerationTaskRunInput struct {
// The Amazon Simple Storage Service (Amazon S3) path where you generate the
// labeling set.
//
// This member is required.
OutputS3Path *string
// The unique identifier of the machine learning transform.
//
// This member is required.
TransformId *string
noSmithyDocumentSerde
}
type StartMLLabelingSetGenerationTaskRunOutput struct {
// The unique run identifier that is associated with this task run.
TaskRunId *string
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationStartMLLabelingSetGenerationTaskRunMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson11_serializeOpStartMLLabelingSetGenerationTaskRun{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpStartMLLabelingSetGenerationTaskRun{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "StartMLLabelingSetGenerationTaskRun"); err != nil {
return fmt.Errorf("add protocol finalizers: %v", err)
}
if err = addlegacyEndpointContextSetter(stack, options); 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 = 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 = addSetLegacyContextSigningOptionsMiddleware(stack); err != nil {
return err
}
if err = addOpStartMLLabelingSetGenerationTaskRunValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opStartMLLabelingSetGenerationTaskRun(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
}
if err = addDisableHTTPSMiddleware(stack, options); err != nil {
return err
}
return nil
}
func newServiceMetadataMiddleware_opStartMLLabelingSetGenerationTaskRun(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "StartMLLabelingSetGenerationTaskRun",
}
}
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