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Answered
Hello All, I Am Using Community Server And I Could Not Find Feature Store On My Ui. Any Configuration To Make It Appear? Thanks

Hello all,

I am using community server and I could not find Feature store on my UI.

Any configuration to make it appear?

Thanks

  
  
Posted 2 years ago
Votes Newest

Answers 8


Thank mate.

I realize it is available on self-deployed version of Server. I was struggling deploy it on my server, with corporate proxy things, before end-up using online server (for now).

I will try to deploy a local server again then using this feature.

cheers

  
  
Posted 2 years ago

I guess the product offering is not so clear yet (pun intended) the self-deployed option is completely free and open source. The enterprise offering is something entirely different
https://clear.ml/pricing/
The "feature store" you see in the free tier is what I am alluding to

  
  
Posted 2 years ago

Hi HugePelican43 , glad that you are interested in our Feature Store. The screenshots in that portion of site (we should specify that in a clearer way, probably) reflect our enterprise offering.

If you are looking for open-source solutions to incorporate online feature stores in your deployment - I'm happy to discuss how to do it in a way that works best with the clearml-ecosystem.

If, however, you are looking for "offline" feature management capabilities, this is 100% doable with your own code and clearml 😉 I am currently recording a series of short videos on how to do it, the first one was published yesterday (see below). If you want to chat a bit about how it would work, please let me know.

https://www.youtube.com/watch?v=jp6sT2mnNh4

  
  
Posted 2 years ago

First of all I'd like to thank you for pointing out that our messaging is confusing. We'll fix that.

To the point: Nice interface and optimized db access for feature stores is part of our paid, enterprise offering.

Managing data/features as part of your pipelines and getting version-controlled features == offline feature store

The latter is doable with the current ClearML open source tools, and I intend to show it very soon. But right now you won't have a different pane for DataOps, it'll be within the same GUI that the rest of the tasks appear (you can add tagd for searchability)

Does this help?

  
  
Posted 2 years ago

Hi HugePelican43 ,
What exactly do you mean by feature store?

  
  
Posted 2 years ago

GrumpyPenguin23 I'm not clear yet 😄
I deployed a self-hosted server and still not able to see it.

is that incoming feature or do I need to do anything to involve "Feature store" feature?

  
  
Posted 2 years ago

GrumpyPenguin23 thanks for clarifying 😄 I must say the message on pricing page is so confusing. But I got what you meant now 😄

  
  
Posted 2 years ago