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[web server] Exposing the model inference part of the lib #20

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frgfm opened this issue Dec 7, 2020 · 2 comments · Fixed by #27
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[web server] Exposing the model inference part of the lib #20

frgfm opened this issue Dec 7, 2020 · 2 comments · Fixed by #27
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enhancement New feature or request module: models topic: build Related to build, installation & CI
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@frgfm
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frgfm commented Dec 7, 2020

Currently, the package can help a python user within a shell. For proper service separation, it would be good that the risk scoring is on a different resource than the API or the platform, which means that it needs to be able to communicate.

We should then wrap this in a web server (fastapi for instance) to expose correctly the model. More specifically, this would ideally require the following:

  • a web-app built with FastAPI
  • a dockerfile to have requestable container
  • setting up heroku deployment
@frgfm frgfm added enhancement New feature or request topic: build Related to build, installation & CI module: models labels Dec 7, 2020
@frgfm frgfm added this to the 0.1.0 milestone Dec 7, 2020
@frgfm frgfm self-assigned this Dec 7, 2020
@chloeskt
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chloeskt commented Dec 7, 2020

Hi @frgfm thank you for this issue 😃
I agree ! To be sure, the only feature of this web app (for now, we can/will add more later) is:

  • give the risk score for a given day on all French departements ?

@frgfm
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frgfm commented Dec 7, 2020

@chloeskt correct!

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Labels
enhancement New feature or request module: models topic: build Related to build, installation & CI
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