从 AMI 移动到本地机器时如何备份/恢复 TRAINS 服务器

Question

I recently started using TRAINS, with the server in AWS AMI. We are currently using v0.9.0.

I would like to move the TRAINS-server to run on our on-premises kubernetes cluster. However, I don't want to lose the data on the current server in AWS (experiments, models, logins, etc...). Is there a way to backup the current server and restore it to the local server?

Thanks!

Answer 1

Since this package is quite new, I'm making sure we are both referring to the same one, TRAINS-server https://github.com/allegroai/trains-server (which I'm one of the maintainers)

Backup the persistent data folders in the TRAINS-server AMI distribution:

• MongoDB: /opt/trains/data/mongo/
• ElasticSearch: /opt/trains/data/elastic/
• File Server: /mnt/fileserver/

Once you have your Kubernetes cluster up, restore the three folders to a sharable location . When creating the TRAINS-server deployment yaml make sure you map the sharable location to the specific locations the container expects, eg /mnt/shared/trains/data/mongo:/opt/trains/data/mongo

Start the Kubernetes TRAINS-server , it should now have all the previous data/users etc.