2017-04-04 18:26:39 -04:00
|
|
|
[[ml-get-snapshot]]
|
|
|
|
==== Get Model Snapshots
|
|
|
|
|
|
|
|
The get model snapshots API allows you to retrieve information about model snapshots.
|
|
|
|
|
|
|
|
===== Request
|
|
|
|
|
|
|
|
`GET _xpack/ml/anomaly_detectors/<job_id>/model_snapshots` +
|
|
|
|
|
|
|
|
`GET _xpack/ml/anomaly_detectors/<job_id>/model_snapshots/<snapshot_id>`
|
|
|
|
////
|
|
|
|
===== Description
|
|
|
|
|
|
|
|
OUTDATED?: The get job API can also be applied to all jobs by using `_all` as the job name.
|
|
|
|
////
|
|
|
|
===== Path Parameters
|
|
|
|
|
|
|
|
`job_id`::
|
|
|
|
(+string+) Identifier for the job.
|
|
|
|
|
|
|
|
`snapshot_id`::
|
2017-04-11 16:25:38 -04:00
|
|
|
(+string+) Identifier for the model snapshot. If you do not specify this optional parameter,
|
2017-04-04 18:26:39 -04:00
|
|
|
the API returns information about all model snapshots that you have authority to view.
|
|
|
|
|
2017-04-11 16:25:38 -04:00
|
|
|
===== Request Body
|
|
|
|
|
|
|
|
`desc`::
|
|
|
|
(+boolean+) If true, the results are sorted in descending order.
|
|
|
|
|
|
|
|
`description`::
|
|
|
|
(+string+) Returns snapshots that match this description.
|
|
|
|
//TBD: I couldn't get this to work. What description value is it using?
|
|
|
|
NOTE: It might be necessary to URL encode the description.
|
|
|
|
|
|
|
|
`end`::
|
|
|
|
(+date+) Returns snapshots with timestamps earlier than this time.
|
2017-04-04 18:26:39 -04:00
|
|
|
|
2017-04-11 16:25:38 -04:00
|
|
|
`from`::
|
|
|
|
(+integer+) Skips the specified number of snapshots.
|
|
|
|
|
|
|
|
`size`::
|
|
|
|
(+integer+) Specifies the maximum number of snapshots to obtain.
|
|
|
|
|
|
|
|
`sort`::
|
|
|
|
(+string+) Specifies the sort field for the requested snapshots.
|
|
|
|
//By default, the snapshots are sorted by the xxx value.
|
|
|
|
|
|
|
|
`start`::
|
|
|
|
(+string+) Returns snapshots with timestamps after this time.
|
|
|
|
|
|
|
|
===== Results
|
2017-04-04 18:26:39 -04:00
|
|
|
|
2017-04-11 16:25:38 -04:00
|
|
|
The API returns the following information:
|
2017-04-04 18:26:39 -04:00
|
|
|
|
2017-04-11 16:25:38 -04:00
|
|
|
`model_snapshots`::
|
|
|
|
(+array+) An array of model snapshot objects. For more information, see
|
|
|
|
<<ml-snapshot-resource,Model Snapshots>>.
|
2017-04-04 18:26:39 -04:00
|
|
|
|
2017-04-11 16:25:38 -04:00
|
|
|
////
|
2017-04-04 18:26:39 -04:00
|
|
|
===== Responses
|
|
|
|
|
|
|
|
200
|
|
|
|
(EmptyResponse) The cluster has been successfully deleted
|
|
|
|
404
|
|
|
|
(BasicFailedReply) The cluster specified by {cluster_id} cannot be found (code: clusters.cluster_not_found)
|
|
|
|
412
|
|
|
|
(BasicFailedReply) The Elasticsearch cluster has not been shutdown yet (code: clusters.cluster_plan_state_error)
|
2017-04-11 16:25:38 -04:00
|
|
|
////
|
2017-04-04 18:26:39 -04:00
|
|
|
|
|
|
|
===== Examples
|
|
|
|
|
2017-04-11 16:25:38 -04:00
|
|
|
The following example gets model snapshot information for the
|
|
|
|
`it_ops_new_logs` job:
|
|
|
|
|
|
|
|
[source,js]
|
|
|
|
--------------------------------------------------
|
|
|
|
GET _xpack/ml/anomaly_detectors/it_ops_new_logs/model_snapshots
|
|
|
|
{
|
|
|
|
"start": "1491852977000"
|
|
|
|
}
|
|
|
|
--------------------------------------------------
|
|
|
|
// CONSOLE
|
|
|
|
// TEST[skip:todo]
|
|
|
|
|
|
|
|
In this example, the API provides a single result:
|
2017-04-04 18:26:39 -04:00
|
|
|
----
|
|
|
|
{
|
|
|
|
"count": 1,
|
2017-04-11 16:25:38 -04:00
|
|
|
"model_snapshots": [
|
|
|
|
{
|
|
|
|
"job_id": "it_ops_new_logs",
|
|
|
|
"timestamp": 1491852978000,
|
|
|
|
"description": "State persisted due to job close at 2017-04-10T12:36:18-0700",
|
|
|
|
"snapshot_id": "1491852978",
|
|
|
|
"snapshot_doc_count": 1,
|
|
|
|
"model_size_stats": {
|
|
|
|
"job_id": "it_ops_new_logs",
|
|
|
|
"result_type": "model_size_stats",
|
|
|
|
"model_bytes": 100393,
|
|
|
|
"total_by_field_count": 13,
|
|
|
|
"total_over_field_count": 0,
|
|
|
|
"total_partition_field_count": 2,
|
|
|
|
"bucket_allocation_failures_count": 0,
|
|
|
|
"memory_status": "ok",
|
|
|
|
"log_time": 1491852978000,
|
|
|
|
"timestamp": 1455229800000
|
2017-04-04 18:26:39 -04:00
|
|
|
},
|
2017-04-11 16:25:38 -04:00
|
|
|
"latest_record_time_stamp": 1455232663000,
|
|
|
|
"latest_result_time_stamp": 1455229800000,
|
|
|
|
"retain": false
|
2017-04-04 18:26:39 -04:00
|
|
|
}
|
|
|
|
]
|
|
|
|
}
|
|
|
|
----
|