Get anomaly detection jobs APIedit
Retrieves configuration information for anomaly detection jobs.
Requestedit
GET _ml/anomaly_detectors/<job_id>
GET _ml/anomaly_detectors/<job_id>,<job_id>
GET _ml/anomaly_detectors/
GET _ml/anomaly_detectors/_all
Prerequisitesedit
-
If the Elasticsearch security features are enabled, you must have
monitor_ml,monitor,manage_ml, ormanagecluster privileges to use this API. See Security privileges.
Descriptionedit
You can get information for multiple anomaly detection jobs in a single API request by
using a group name, a comma-separated list of jobs, or a wildcard expression.
You can get information for all anomaly detection jobs by using _all, by specifying
* as the <job_id>, or by omitting the <job_id>.
This API returns a maximum of 10,000 jobs.
Path parametersedit
-
<job_id> - (Optional, string) Identifier for the anomaly detection job. It can be a job identifier, a group name, or a wildcard expression. If you do not specify one of these options, the API returns information for all anomaly detection jobs.
Query parametersedit
-
allow_no_jobs -
(Optional, boolean) Specifies what to do when the request:
- Contains wildcard expressions and there are no jobs that match.
-
Contains the
_allstring or no identifiers and there are no matches. - Contains wildcard expressions and there are only partial matches.
The default value is
true, which returns an emptyjobsarray when there are no matches and the subset of results when there are partial matches. If this parameter isfalse, the request returns a404status code when there are no matches or only partial matches.
Response bodyedit
The API returns an array of anomaly detection job resources. For the full list of properties, see create anomaly detection jobs API.
-
create_time -
(string) The time the job was created. For example,
1491007356077. This property is informational; you cannot change its value. -
finished_time -
(string) If the job closed or failed, this is the time the job finished.
Otherwise, it is
null. This property is informational; you cannot change its value. -
job_type -
(string) Reserved for future use, currently set to
anomaly_detector. -
job_version - (string) The version of Elasticsearch that existed on the node when the job was created.
-
model_snapshot_id - (string) A numerical character string that uniquely identifies the model snapshot.
Response codesedit
-
404(Missing resources) -
If
allow_no_jobsisfalse, this code indicates that there are no resources that match the request or only partial matches for the request.
Examplesedit
GET _ml/anomaly_detectors/high_sum_total_sales
The API returns the following results:
{
"count": 1,
"jobs": [
{
"job_id" : "high_sum_total_sales",
"job_type" : "anomaly_detector",
"job_version" : "7.5.0",
"groups" : [
"kibana_sample_data",
"kibana_sample_ecommerce"
],
"description" : "Find customers spending an unusually high amount in an hour",
"create_time" : 1577221534700,
"analysis_config" : {
"bucket_span" : "1h",
"detectors" : [
{
"detector_description" : "High total sales",
"function" : "high_sum",
"field_name" : "taxful_total_price",
"over_field_name" : "customer_full_name.keyword",
"detector_index" : 0
}
],
"influencers" : [
"customer_full_name.keyword",
"category.keyword"
]
},
"analysis_limits" : {
"model_memory_limit" : "10mb",
"categorization_examples_limit" : 4
},
"data_description" : {
"time_field" : "order_date",
"time_format" : "epoch_ms"
},
"model_plot_config" : {
"enabled" : true
},
"model_snapshot_retention_days" : 1,
"custom_settings" : {
"created_by" : "ml-module-sample",
...
},
"model_snapshot_id" : "1575402237",
"results_index_name" : "shared",
"allow_lazy_open" : false
}
]
}