GetMLTaskRuns - AWS Glue


Gets a list of runs for a machine learning transform. Machine learning task runs are asynchronous tasks that AWS Glue runs on your behalf as part of various machine learning workflows. You can get a sortable, filterable list of machine learning task runs by calling GetMLTaskRuns with their parent transform's TransformID and other optional parameters as documented in this section.

This operation returns a list of historic runs and must be paginated.

Request Syntax

{ "Filter": { "StartedAfter": number, "StartedBefore": number, "Status": "string", "TaskRunType": "string" }, "MaxResults": number, "NextToken": "string", "Sort": { "Column": "string", "SortDirection": "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.


The filter criteria, in the TaskRunFilterCriteria structure, for the task run.

Type: TaskRunFilterCriteria object

Required: No


The maximum number of results to return.

Type: Integer

Valid Range: Minimum value of 1. Maximum value of 1000.

Required: No


A token for pagination of the results. The default is empty.

Type: String

Required: No


The sorting criteria, in the TaskRunSortCriteria structure, for the task run.

Type: TaskRunSortCriteria object

Required: No


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

{ "NextToken": "string", "TaskRuns": [ { "CompletedOn": number, "ErrorString": "string", "ExecutionTime": number, "LastModifiedOn": number, "LogGroupName": "string", "Properties": { "ExportLabelsTaskRunProperties": { "OutputS3Path": "string" }, "FindMatchesTaskRunProperties": { "JobId": "string", "JobName": "string", "JobRunId": "string" }, "ImportLabelsTaskRunProperties": { "InputS3Path": "string", "Replace": boolean }, "LabelingSetGenerationTaskRunProperties": { "OutputS3Path": "string" }, "TaskType": "string" }, "StartedOn": number, "Status": "string", "TaskRunId": "string", "TransformId": "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.


A pagination token, if more results are available.

Type: String


A list of task runs that are associated with the transform.

Type: Array of TaskRun objects


For information about the errors that are common to all actions, see Common Errors.


A specified entity does not exist

HTTP Status Code: 400


An internal service error occurred.

HTTP Status Code: 500


The input provided was not valid.

HTTP Status Code: 400


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: