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Possible to deploy to Dokku? #217

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Tracked by #422
cwerner opened this issue Apr 29, 2022 · 3 comments
Open
Tracked by #422

Possible to deploy to Dokku? #217

cwerner opened this issue Apr 29, 2022 · 3 comments
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build Exporting models (building model packages) deploy Related to model deployment help wanted Extra attention is needed p2-medium Medium priority

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@cwerner
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cwerner commented Apr 29, 2022

Hi 👋

i just discovered MLEM and was intrigued by the deploy options.
In the tutorial it is mentioned that one can deploy to Heroku. Since dokku also uses heroku buildpacks I was wondering if dokku could be a deploy target, too?

Cheers

@mike0sv
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mike0sv commented May 3, 2022

We dont use buildpacks with Heroku since we build custom docker images for each model and deploy them to heroku. Dokku docs mention they can work with images too here, but the link is broken I think. Do you know if they dokku really supports this?

@mike0sv
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mike0sv commented May 3, 2022

Also, we can try and use it with our docker dir packager and deploy from dockerfile in dokku, but I need to dig deeper into dokku API to say for sure

@cwerner
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cwerner commented May 3, 2022

Great to hear.

I only ever used the Procfile (heroku build pack) route with dokku, but it seems one can also simply push a Dockerfile...
https://dokku.com/docs/deployment/builders/dockerfiles/

Would be a great feature if available since I find dokku a nice cheap on-prem solution for smaller deploys.

Thanks for looking into it

@aguschin aguschin added deploy Related to model deployment build Exporting models (building model packages) labels May 31, 2022
@aguschin aguschin added the help wanted Extra attention is needed label Aug 31, 2022
@aguschin aguschin added the p2-medium Medium priority label Nov 9, 2022
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Labels
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