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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"
)
// Enables you to provide additional labels (examples of truth) to be used to
// teach the machine learning transform and improve its quality. This API operation
// is generally used as part of the active learning workflow that starts with the
// StartMLLabelingSetGenerationTaskRun call and that ultimately results in
// improving the quality of your machine learning transform. After the
// StartMLLabelingSetGenerationTaskRun finishes, Glue machine learning will have
// generated a series of questions for humans to answer. (Answering these questions
// is often called 'labeling' in the machine learning workflows). 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, users upload their
// answers/labels with a call to StartImportLabelsTaskRun . After
// StartImportLabelsTaskRun finishes, all future runs of the machine learning
// transform use the new and improved labels and perform a higher-quality
// transformation. By default, StartMLLabelingSetGenerationTaskRun continually
// learns from and combines all labels that you upload unless you set Replace to
// true. If you set Replace to true, StartImportLabelsTaskRun deletes and forgets
// all previously uploaded labels and learns only from the exact set that you
// upload. Replacing labels can be helpful if you realize that you previously
// uploaded incorrect labels, and you believe that they are having a negative
// effect on your transform quality. You can check on the status of your task run
// by calling the GetMLTaskRun operation.
func (c *Client) StartImportLabelsTaskRun(ctx context.Context, params *StartImportLabelsTaskRunInput, optFns ...func(*Options)) (*StartImportLabelsTaskRunOutput, error) {
if params == nil {
params = &StartImportLabelsTaskRunInput{}
}
result, metadata, err := c.invokeOperation(ctx, "StartImportLabelsTaskRun", params, optFns, c.addOperationStartImportLabelsTaskRunMiddlewares)
if err != nil {
return nil, err
}
out := result.(*StartImportLabelsTaskRunOutput)
out.ResultMetadata = metadata
return out, nil
}
type StartImportLabelsTaskRunInput struct {
// The Amazon Simple Storage Service (Amazon S3) path from where you import the
// labels.
//
// This member is required.
InputS3Path *string
// The unique identifier of the machine learning transform.
//
// This member is required.
TransformId *string
// Indicates whether to overwrite your existing labels.
ReplaceAllLabels bool
noSmithyDocumentSerde
}
type StartImportLabelsTaskRunOutput struct {
// The unique identifier for the task run.
TaskRunId *string
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationStartImportLabelsTaskRunMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson11_serializeOpStartImportLabelsTaskRun{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpStartImportLabelsTaskRun{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "StartImportLabelsTaskRun"); 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 = addOpStartImportLabelsTaskRunValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opStartImportLabelsTaskRun(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_opStartImportLabelsTaskRun(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "StartImportLabelsTaskRun",
}
}
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