StartMLLabelingSetGenerationTaskRun
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, AWS 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.
Request Syntax
{
"OutputS3Path": "string",
"TransformId": "string"
}Request Parameters
For information about the parameters that are common to all actions, see Common Parameters.
The request accepts the following data in JSON format.
- OutputS3Path
-
The Amazon Simple Storage Service (Amazon S3) path where you generate the labeling set.
Type: String
Required: Yes
- TransformId
-
The unique identifier of the machine learning transform.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 255.
Pattern:
[\u0020-\uD7FF\uE000-\uFFFD\uD800\uDC00-\uDBFF\uDFFF\t]*Required: Yes
Response Syntax
{
"TaskRunId": "string"
}Response Elements
If the action is successful, the service sends back an HTTP 200 response.
The following data is returned in JSON format by the service.
- TaskRunId
-
The unique run identifier that is associated with this task run.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 255.
Pattern:
[\u0020-\uD7FF\uE000-\uFFFD\uD800\uDC00-\uDBFF\uDFFF\t]*
Errors
For information about the errors that are common to all actions, see Common Errors.
- ConcurrentRunsExceededException
-
Too many jobs are being run concurrently.
HTTP Status Code: 400
- EntityNotFoundException
-
A specified entity does not exist
HTTP Status Code: 400
- InternalServiceException
-
An internal service error occurred.
HTTP Status Code: 500
- InvalidInputException
-
The input provided was not valid.
HTTP Status Code: 400
- OperationTimeoutException
-
The operation timed out.
HTTP Status Code: 400
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
