WARNING: Version 5.6 of the Elastic Stack has passed its EOL date.
This documentation is no longer being maintained and may be removed. If you are running this version, we strongly advise you to upgrade. For the latest information, see the current release documentation.
Machine learning features unavailable after rolling upgrade
editMachine learning features unavailable after rolling upgrade
editThis problem occurs after you upgrade all of the nodes in your cluster to
5.6.16 by using rolling upgrades. When you try to use X-Pack machine learning features for
the first time, all attempts fail, though GET _xpack and GET _xpack/usage
indicate that X-Pack is enabled.
Symptoms:
-
Errors when you click Machine Learning in Kibana.
For example:
Jobs list could not be createdandAn internal server error occurred. -
Null pointer and remote transport exceptions when you run machine learning APIs such as
GET _xpack/ml/anomaly_detectorsandGET _xpack/ml/datafeeds. -
Errors in the log files on the master nodes.
For example:
unable to install ml metadata upon startup
Resolution:
After you upgrade all master-eligible nodes to Elasticsearch 5.6.16 and X-Pack 5.6.16, restart the current master node, which triggers the X-Pack machine learning features to re-initialize.
For more information, see Rolling upgrades.