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I want to deploy streamlit app on azure web app which contains the model which is 1.30 GB.

I have configured the azure web app using the basic plan B1 and deployment strategy using local git and startup command as:

streamlit run app.py --server.port 8000 --server.address 0.0.0.0

I'm confused here. Should I direct push this big model to azure web app which I already did. Or is there any other way around?

Thank You in advance.

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Your understanding is correct, There are some pre-requisites you need to meet in order to deploy Streamlit Web app in Azure app service.

  • Make sure you create a web app with Runtime set to Python 3.10 as the streamlit app will cause issue below Python 3.10 runtime in Azure Web app.

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  • Make sure the SKU is set to B1 and above.

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  • Make sure you set the HTTPS only to off, Even after setting this to off you can browse your Website with HTTPS

  • And add this command as a startup command in your Azure Web app
    Configuration:-

python -m streamlit run app.py --server.port 8000 --server.address 0.0.0.0

Refer my SO thread answer

I created one sample streamlit application like below:-

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Deployed it in Azure Web app created above with Python 3.10 and B1 SKU successfully with Start-up command & HTTPS only off setting like below:-

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3 Comments

Hi Siddhesh, Thank You for the detailed answer. I really appreciate. I tried this way. It is giving error : Could not find virtual environment directory /home/site/wwwroot/antenv.
When I try to push code to web app from local git I also face the error: RPC failed; curl 6 Recv failure: Connection was reset send-pack: unexpected disconnect while reading sideband packet
THANK YOU, you helped me not to go insane. The answer is correct !

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