Briefly, this error occurs when Elasticsearch fails to update a machine learning job with a new model snapshot ID. This could be due to issues like insufficient permissions, network problems, or a bug in the system. To resolve this, you can try the following: 1) Check and ensure the user has the necessary permissions to update the job. 2) Verify the network connectivity between the nodes. 3) Restart the Elasticsearch cluster. 4) Upgrade Elasticsearch to the latest version to fix any potential bugs.
This guide will help you check for common problems that cause the log ” [” + jobId + “] Failed to update job with new model snapshot id [” + modelSnapshot.getSnapshotId() + “] ” to appear. To understand the issues related to this log, read the explanation below about the following Elasticsearch concepts: plugin, snapshot.
Log Context
Log “[” + jobId + “] Failed to update job with new model snapshot id [” + modelSnapshot.getSnapshotId() + “]” classname is AutodetectResultProcessor.java.
We extracted the following from Elasticsearch source code for those seeking an in-depth context :
}
@Override
public void onFailure(Exception e) {
updateModelSnapshotSemaphore.release();
logger.error("[" + jobId + "] Failed to update job with new model snapshot id [" + modelSnapshot.getSnapshotId() + "]"; e);
}
});
}
public void awaitCompletion() throws TimeoutException {
