123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117 |
- [role="xpack"]
- [testenv="platinum"]
- [[ml-get-record]]
- === Get records API
- ++++
- <titleabbrev>Get records</titleabbrev>
- ++++
- Retrieves anomaly records for an {anomaly-job}.
- [[ml-get-record-request]]
- ==== {api-request-title}
- `GET _ml/anomaly_detectors/<job_id>/results/records`
- [[ml-get-record-prereqs]]
- ==== {api-prereq-title}
- * If the {es} {security-features} are enabled, you must have `monitor_ml`,
- `monitor`, `manage_ml`, or `manage` cluster privileges to use this API. You also
- need `read` index privilege on the index that stores the results. The
- `machine_learning_admin` and `machine_learning_user` roles provide these
- privileges. See <<security-privileges>> and <<built-in-roles>>.
- [[ml-get-record-path-parms]]
- ==== {api-path-parms-title}
- `<job_id>`::
- (Required, string)
- include::{docdir}/ml/ml-shared.asciidoc[tag=job-id-anomaly-detection]
- [[ml-get-record-request-body]]
- ==== {api-request-body-title}
- `desc`::
- (Optional, boolean) If true, the results are sorted in descending order.
- `end`::
- (Optional, string) Returns records with timestamps earlier than this time.
- `exclude_interim`::
- (Optional, boolean) If true, the output excludes interim results. By default,
- interim results are included.
- `page`::
- `from`:::
- (Optional, integer) Skips the specified number of records.
- `size`:::
- (Optional, integer) Specifies the maximum number of records to obtain.
- `record_score`::
- (Optional, double) Returns records with anomaly scores greater or equal than
- this value.
- `sort`::
- (Optional, string) Specifies the sort field for the requested records. By
- default, the records are sorted by the `anomaly_score` value.
- `start`::
- (Optional, string) Returns records with timestamps after this time.
- [[ml-get-record-results]]
- ==== {api-response-body-title}
- The API returns the following information:
- `records`::
- (array) An array of record objects. For more information, see
- <<ml-results-records>>.
- [[ml-get-record-example]]
- ==== {api-examples-title}
- The following example gets record information for the `it-ops-kpi` job:
- [source,console]
- --------------------------------------------------
- GET _ml/anomaly_detectors/it-ops-kpi/results/records
- {
- "sort": "record_score",
- "desc": true,
- "start": "1454944100000"
- }
- --------------------------------------------------
- // TEST[skip:todo]
- In this example, the API returns twelve results for the specified
- time constraints:
- [source,js]
- ----
- {
- "count": 12,
- "records": [
- {
- "job_id": "it-ops-kpi",
- "result_type": "record",
- "probability": 0.00000332668,
- "record_score": 72.9929,
- "initial_record_score": 65.7923,
- "bucket_span": 300,
- "detector_index": 0,
- "is_interim": false,
- "timestamp": 1454944200000,
- "function": "low_sum",
- "function_description": "sum",
- "typical": [
- 1806.48
- ],
- "actual": [
- 288
- ],
- "field_name": "events_per_min"
- },
- ...
- ]
- }
- ----
|