Glue.Client.
get_ml_task_runs
(**kwargs)¶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 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.
See also: AWS API Documentation
Request Syntax
response = client.get_ml_task_runs(
TransformId='string',
NextToken='string',
MaxResults=123,
Filter={
'TaskRunType': 'EVALUATION'|'LABELING_SET_GENERATION'|'IMPORT_LABELS'|'EXPORT_LABELS'|'FIND_MATCHES',
'Status': 'STARTING'|'RUNNING'|'STOPPING'|'STOPPED'|'SUCCEEDED'|'FAILED'|'TIMEOUT',
'StartedBefore': datetime(2015, 1, 1),
'StartedAfter': datetime(2015, 1, 1)
},
Sort={
'Column': 'TASK_RUN_TYPE'|'STATUS'|'STARTED',
'SortDirection': 'DESCENDING'|'ASCENDING'
}
)
[REQUIRED]
The unique identifier of the machine learning transform.
The filter criteria, in the TaskRunFilterCriteria
structure, for the task run.
The type of task run.
The current status of the task run.
Filter on task runs started before this date.
Filter on task runs started after this date.
The sorting criteria, in the TaskRunSortCriteria
structure, for the task run.
The column to be used to sort the list of task runs for the machine learning transform.
The sort direction to be used to sort the list of task runs for the machine learning transform.
dict
Response Syntax
{
'TaskRuns': [
{
'TransformId': 'string',
'TaskRunId': 'string',
'Status': 'STARTING'|'RUNNING'|'STOPPING'|'STOPPED'|'SUCCEEDED'|'FAILED'|'TIMEOUT',
'LogGroupName': 'string',
'Properties': {
'TaskType': 'EVALUATION'|'LABELING_SET_GENERATION'|'IMPORT_LABELS'|'EXPORT_LABELS'|'FIND_MATCHES',
'ImportLabelsTaskRunProperties': {
'InputS3Path': 'string',
'Replace': True|False
},
'ExportLabelsTaskRunProperties': {
'OutputS3Path': 'string'
},
'LabelingSetGenerationTaskRunProperties': {
'OutputS3Path': 'string'
},
'FindMatchesTaskRunProperties': {
'JobId': 'string',
'JobName': 'string',
'JobRunId': 'string'
}
},
'ErrorString': 'string',
'StartedOn': datetime(2015, 1, 1),
'LastModifiedOn': datetime(2015, 1, 1),
'CompletedOn': datetime(2015, 1, 1),
'ExecutionTime': 123
},
],
'NextToken': 'string'
}
Response Structure
(dict) --
TaskRuns (list) --
A list of task runs that are associated with the transform.
(dict) --
The sampling parameters that are associated with the machine learning transform.
TransformId (string) --
The unique identifier for the transform.
TaskRunId (string) --
The unique identifier for this task run.
Status (string) --
The current status of the requested task run.
LogGroupName (string) --
The names of the log group for secure logging, associated with this task run.
Properties (dict) --
Specifies configuration properties associated with this task run.
TaskType (string) --
The type of task run.
ImportLabelsTaskRunProperties (dict) --
The configuration properties for an importing labels task run.
InputS3Path (string) --
The Amazon Simple Storage Service (Amazon S3) path from where you will import the labels.
Replace (boolean) --
Indicates whether to overwrite your existing labels.
ExportLabelsTaskRunProperties (dict) --
The configuration properties for an exporting labels task run.
OutputS3Path (string) --
The Amazon Simple Storage Service (Amazon S3) path where you will export the labels.
LabelingSetGenerationTaskRunProperties (dict) --
The configuration properties for a labeling set generation task run.
OutputS3Path (string) --
The Amazon Simple Storage Service (Amazon S3) path where you will generate the labeling set.
FindMatchesTaskRunProperties (dict) --
The configuration properties for a find matches task run.
JobId (string) --
The job ID for the Find Matches task run.
JobName (string) --
The name assigned to the job for the Find Matches task run.
JobRunId (string) --
The job run ID for the Find Matches task run.
ErrorString (string) --
The list of error strings associated with this task run.
StartedOn (datetime) --
The date and time that this task run started.
LastModifiedOn (datetime) --
The last point in time that the requested task run was updated.
CompletedOn (datetime) --
The last point in time that the requested task run was completed.
ExecutionTime (integer) --
The amount of time (in seconds) that the task run consumed resources.
NextToken (string) --
A pagination token, if more results are available.
Exceptions
Glue.Client.exceptions.EntityNotFoundException
Glue.Client.exceptions.InvalidInputException
Glue.Client.exceptions.OperationTimeoutException
Glue.Client.exceptions.InternalServiceException