[ aws . glue ]

get-ml-task-runs

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 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

See ‘aws help’ for descriptions of global parameters.

Synopsis

  get-ml-task-runs
--transform-id <value>
[--next-token <value>]
[--max-results <value>]
[--filter <value>]
[--sort <value>]
[--cli-input-json | --cli-input-yaml]
[--generate-cli-skeleton <value>]

Options

--transform-id (string)

The unique identifier of the machine learning transform.

--next-token (string)

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

--max-results (integer)

The maximum number of results to return.

--filter (structure)

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

TaskRunType -> (string)

The type of task run.

Status -> (string)

The current status of the task run.

StartedBefore -> (timestamp)

Filter on task runs started before this date.

StartedAfter -> (timestamp)

Filter on task runs started after this date.

Shorthand Syntax:

TaskRunType=string,Status=string,StartedBefore=timestamp,StartedAfter=timestamp

JSON Syntax:

{
  "TaskRunType": "EVALUATION"|"LABELING_SET_GENERATION"|"IMPORT_LABELS"|"EXPORT_LABELS"|"FIND_MATCHES",
  "Status": "STARTING"|"RUNNING"|"STOPPING"|"STOPPED"|"SUCCEEDED"|"FAILED"|"TIMEOUT",
  "StartedBefore": timestamp,
  "StartedAfter": timestamp
}

--sort (structure)

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

Column -> (string)

The column to be used to sort the list of task runs for the machine learning transform.

SortDirection -> (string)

The sort direction to be used to sort the list of task runs for the machine learning transform.

Shorthand Syntax:

Column=string,SortDirection=string

JSON Syntax:

{
  "Column": "TASK_RUN_TYPE"|"STATUS"|"STARTED",
  "SortDirection": "DESCENDING"|"ASCENDING"
}

--cli-input-json | --cli-input-yaml (string) Reads arguments from the JSON string provided. The JSON string follows the format provided by --generate-cli-skeleton. If other arguments are provided on the command line, those values will override the JSON-provided values. It is not possible to pass arbitrary binary values using a JSON-provided value as the string will be taken literally. This may not be specified along with --cli-input-yaml.

--generate-cli-skeleton (string) Prints a JSON skeleton to standard output without sending an API request. If provided with no value or the value input, prints a sample input JSON that can be used as an argument for --cli-input-json. Similarly, if provided yaml-input it will print a sample input YAML that can be used with --cli-input-yaml. If provided with the value output, it validates the command inputs and returns a sample output JSON for that command. The generated JSON skeleton is not stable between versions of the AWS CLI and there are no backwards compatibility guarantees in the JSON skeleton generated.

See ‘aws help’ for descriptions of global parameters.

Output

TaskRuns -> (list)

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

(structure)

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 -> (structure)

Specifies configuration properties associated with this task run.

TaskType -> (string)

The type of task run.

ImportLabelsTaskRunProperties -> (structure)

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 -> (structure)

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 -> (structure)

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 -> (structure)

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 -> (timestamp)

The date and time that this task run started.

LastModifiedOn -> (timestamp)

The last point in time that the requested task run was updated.

CompletedOn -> (timestamp)

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.