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Answered
Hi Guys, Coming This Time To Share An Idea Of A Killer Feature For Clearml

Hi guys, coming this time to share an idea of a killer feature for ClearML šŸš€
I am pretty sure you guys already heard of https://www.streamlit.io/ , which is awesome to prototype quickly data exploration/vizualization apps. Now a big blocker currently that many streamlit users face is to deploy their streamlit app to production. But with clearml-task CLI it seems very simple to close that bridge!
The idea I had would be to allow the user to deploy streamlit apps thanks to ClearML. ClearML would be in charge of deploying the streamlit webapp (simple clearml-task with a simple git repo). The only "thing" to add from the ClearML side would be to allow the user to access the streamlit web app via a custom URL such as: https://clearml.my-org.com/web-services/id-or-name-of-the-task
There should be some auto-forwarding done by the clearml-server to follow requests to the actual worker I guess. WDYT? šŸ™‚

  
  
Posted 3 years ago
Votes Newest

Answers 16


JitteryCoyote63 you should've talked about a million dollars because we just discussed this today as it's also based on pytorch-ignite!

  
  
Posted 3 years ago

JitteryCoyote63 Sorry to put the spotlight on you šŸ˜„ Have you had a chance to try and implement a dashboard yourself?

  
  
Posted 2 years ago

We're in the brainstorming phase of what are the best approaches to integrate, we might pick your brain later on šŸ˜„

  
  
Posted 3 years ago

AnxiousSeal95

  
  
Posted 2 years ago

JitteryCoyote63 As for the h2o, I actually looks WAY cool. But some people might see us as competitors so not 100% sure that we'll be glad to use their tool but let's see!

  
  
Posted 3 years ago

AnxiousSeal95 Any update on this topic? I am very excited to see where this can go šŸ¤©

  
  
Posted 3 years ago

BTW, if you, by any chance, do deploy dashboards with any of these let's talk. I'll be happy to learn what worked for you and how does it serve you šŸ™‚

  
  
Posted 2 years ago

Nope, Iā€™d like to wait and see how the different tools improve over this year before picking THE one šŸ˜„

  
  
Posted 2 years ago

I also discovered https://h2oai.github.io/wave/ last week, would be awesome to be able to deploy it in the same manner

  
  
Posted 3 years ago

Any updates?

  
  
Posted 2 years ago

Hi AnxiousSeal95 , I hope you had nice holidays! Thanks for the update! I discovered h2o when looking for ways to deploy dashboards with apps like streamlit. Most likely I will use either streamlit deployed through clearml or h2o as standalone if ClearML won't support deploying apps (which is totally fine, no offense there šŸ™‚ )

  
  
Posted 3 years ago

JitteryCoyote63 Sorry for the long silence I was OOO! Unfortunately, there's no update šŸ™‚ I'll check next week what's going on and will update you but I think we MIGHT'VE shifted focus somewhat. I'll see what I can come up with though!

  
  
Posted 3 years ago

JitteryCoyote63

  
  
Posted 2 years ago

as it's also based on pytorch-ignite!

I am not sure to understand, what is the link with pytorch-ignite?

We're in the brainstorming phase of what are the best approaches to integrate, we might pick your brain later on

Awesome, I'd be happy to help!

  
  
Posted 3 years ago

JitteryCoyote63 I'm not sure we can get to it fast enough, unfortunately šŸ˜ž (It only means we have cooler stuff that we're working on šŸ˜„ )

  
  
Posted 2 years ago

PompousBaldeagle18 Unfortunately no. We thought this to be a promising avenue but have decided, for various reasons, to move and do other things šŸ˜ž

  
  
Posted 2 years ago