Gets a list of runs for a machine learning transform¶

Description¶

Gets a list of runs for a machine learning transform. Machine learning task runs are asynchronous tasks that 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 get_ml_task_runs 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.

Usage¶

glue_get_ml_task_runs(TransformId, NextToken, MaxResults, Filter, Sort)

Arguments¶

TransformId

[required] The unique identifier of the machine learning transform.
NextToken

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

The maximum number of results to return.
Filter

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

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

Value¶

A list with the following syntax:

list(
  TaskRuns = list(
    list(
      TransformId = "string",
      TaskRunId = "string",
      Status = "STARTING"|"RUNNING"|"STOPPING"|"STOPPED"|"SUCCEEDED"|"FAILED"|"TIMEOUT",
      LogGroupName = "string",
      Properties = list(
        TaskType = "EVALUATION"|"LABELING_SET_GENERATION"|"IMPORT_LABELS"|"EXPORT_LABELS"|"FIND_MATCHES",
        ImportLabelsTaskRunProperties = list(
          InputS3Path = "string",
          Replace = TRUE|FALSE
        ),
        ExportLabelsTaskRunProperties = list(
          OutputS3Path = "string"
        ),
        LabelingSetGenerationTaskRunProperties = list(
          OutputS3Path = "string"
        ),
        FindMatchesTaskRunProperties = list(
          JobId = "string",
          JobName = "string",
          JobRunId = "string"
        )
      ),
      ErrorString = "string",
      StartedOn = as.POSIXct(
        "2015-01-01"
      ),
      LastModifiedOn = as.POSIXct(
        "2015-01-01"
      ),
      CompletedOn = as.POSIXct(
        "2015-01-01"
      ),
      ExecutionTime = 123
    )
  ),
  NextToken = "string"
)

Request syntax¶

svc$get_ml_task_runs(
  TransformId = "string",
  NextToken = "string",
  MaxResults = 123,
  Filter = list(
    TaskRunType = "EVALUATION"|"LABELING_SET_GENERATION"|"IMPORT_LABELS"|"EXPORT_LABELS"|"FIND_MATCHES",
    Status = "STARTING"|"RUNNING"|"STOPPING"|"STOPPED"|"SUCCEEDED"|"FAILED"|"TIMEOUT",
    StartedBefore = as.POSIXct(
      "2015-01-01"
    ),
    StartedAfter = as.POSIXct(
      "2015-01-01"
    )
  ),
  Sort = list(
    Column = "TASK_RUN_TYPE"|"STATUS"|"STARTED",
    SortDirection = "DESCENDING"|"ASCENDING"
  )
)