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Is There Any Canonical Way To Migrate All Data Between Different

Is there any canonical way to migrate all data between different clearml-server s? Some time ago we were using trains server with quite a few valuable experiments on it. The idea of upgrading it in-place seemed too risky, so we decided to setup the new version alongside the old one instead. I think this is a typical scenario and should be covered by documentation. I know there is a guide for upgrading trains to clearml , but there seems to be no guide to my case

We ended up manually copying mongo database, preserving all old _ids, then copying all experiments cache. Now it sees the experiments from the web UI, but clicking on any of them results in "Fetch failed" exception

  
  
Posted one year ago
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Answers 9


SuccessfulKoala55 Turns out we have copied elasticsearch database as well. Also it seems that the error is thrown only for experiments with artifacts

  
  
Posted one year ago

For experiments with no artifacts, everything seems to work properly

  
  
Posted one year ago

any idea what is missing?

  
  
Posted one year ago

Perhaps artifacts were uploaded to the fileserver? part of the backup/restore is copying the fileserver folder...

  
  
Posted one year ago

ok, thanks, I'll give it a try

  
  
Posted one year ago

Well, the best way is to simply copy the data folders when setting up your new server - this way you won't risk the old server and can get a new upgraded server with the existing data

  
  
Posted one year ago

The docs contain backup and restore instructions, which is basically what you should do. The process includes copying all data folder, primerily for mongo and elastic

  
  
Posted one year ago

What exactly we need to copy? I believe we have already copied everything, but it keeps throwing "Fetch experiment failed" error

  
  
Posted one year ago

Or maybe there is a log with something more informative which I could check up

  
  
Posted one year ago
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