[8.x] [ML] Adds ML tasks to the kibana audit log (#195120)#196099
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kibanamachine merged 1 commit intoelastic:8.xfrom Oct 14, 2024
Merged
[8.x] [ML] Adds ML tasks to the kibana audit log (#195120)#196099kibanamachine merged 1 commit intoelastic:8.xfrom
kibanamachine merged 1 commit intoelastic:8.xfrom
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Adds a new `MlAuditLogger` service for logging calls to elasticsearch in
kibana's audit log.
Not all calls are logged, only ones which make changes to ML jobs or
trained models, e.g. creating, deleting, starting, stopping etc.
Calls to the es client are wrapped in a logging function so successes
and failures can be caught and logged.
the audit log can be enabed by adding this to the kibana yml or dev.yml
file
`xpack.security.audit.enabled: true`
An example log entry (NDJSON formatted to make it readable):
```
{
"event": {
"action": "ml_start_ad_datafeed",
"type": [
"change"
],
"category": [
"database"
],
"outcome": "success"
},
"labels": {
"application": "elastic/ml"
},
"user": {
"id": "u_mGBROF_q5bmFCATbLXAcCwKa0k8JvONAwSruelyKA5E_0",
"name": "elastic",
"roles": [
"superuser"
]
},
"kibana": {
"space_id": "default",
"session_id": "U6HQCDkk+fAEUCXs7i4qM2/MZITPxE02pp8o7h09P68="
},
"trace": {
"id": "4f1b616b-8535-43e1-8516-32ea9fe76d19"
},
"client": {
"ip": "127.0.0.1"
},
"http": {
"request": {
"headers": {
"x-forwarded-for": "127.0.0.1"
}
}
},
"service": {
"node": {
"roles": [
"background_tasks",
"ui"
]
}
},
"ecs": {
"version": "8.11.0"
},
"@timestamp": "2024-10-11T09:07:47.933+01:00",
"message": "Starting anomaly detection datafeed datafeed-11aaaa",
"log": {
"level": "INFO",
"logger": "plugins.security.audit.ecs"
},
"process": {
"pid": 58305,
"uptime": 100.982390291
},
"transaction": {
"id": "77c14aadc6901324"
}
}
```
---------
Co-authored-by: kibanamachine <42973632+kibanamachine@users.noreply.github.com>
(cherry picked from commit 923c450)
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