I took one of the servers from the cluster and created a folder, specifying the path in the elasticsearch.yml file in the path.repo parameter on all servers that are part of the cluster.
Then I restarted each of the elastic servers in a controlled manner so that the change would take effect.
When I check the status, I get the following error message
This path needs to be shared between all servers using NFS, there are plenty of documentation about this.
Normally you would have this on a file server and share this with your servers, having the path on one of the servers and sharing it with the others will work, but if this server goes down, your repository will be unavailable.
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