How to deploy your Streamlit Web App to Google Cloud Run using Docker

Рет қаралды 10,135

Күн бұрын

A comprehensive guide on building, containerizing, and deploying production level ML/Deep learning Web Apps using Streamlit, Docker, and Google Cloud Run like a pro.
Link to blog: / how-to-deploy-your-str...

Пікірлер: 17

@_cestd9727 Ай бұрын

hey really great video, you are super clear explaining complex concepts, thanks!

@mcadasdas Жыл бұрын

Many thanks for your nice article on the medium and this helpful video. Enjoyed every second of it. When you have the availability and the resources, could you please film the 2nd part (linking to github, and using continuous deployment), Sir? Thanks again

@faizififita3010 Жыл бұрын

Planning to post it this week! Sorry for the wait

@furry2fun 10 ай бұрын

@@faizififita3010 have u posted it yet?

@xxish123 Жыл бұрын

I'm using AWS but I can't get the ci/cd aspect of docker to work, so a vid on google continuous deployment would be good.

@faizififita3010 Жыл бұрын

Awesome, I'll make that happen this week! Thanks for the recommendation, stay posted 😁

@xxish123 Жыл бұрын

@@faizififita3010 you got linked in my guy?

@faizififita3010 Жыл бұрын

@@xxish123 I do (under the same name as my KZfaq), but I haven't updated it in a while. I should probably change that soon 😂

@emmastro 7 ай бұрын

Hey, is cloud run a good option for streamlit though? Streamlit session management for example is in memory, so the session data will be lost every time the instance is shutdown given that's how cloud run or serverless work in general. How did you go about that?

@DragonkinHero 2 ай бұрын

is it possible to set a custom url? or if its not possible on google cloud itself, is there some way to do so while still having google cloud have your container?

@clayherz_ 8 күн бұрын

sir what if i dont have an acc of google cloud biling enabled, so i cant deploy it to google cloud run?

@erensarnic4058 Жыл бұрын

I did the same process as you did. Deployed it without any errors but when I open the public url the app is stuck in "Please Wait..." screen. Did you encounter such issue?

@faizififita3010 Жыл бұрын

Ahh yes, Streamlit has documentation regarding this specific issue here docs.streamlit.io/knowledge-base/deploy/remote-start. Hope this helps!

@erensarnic4058 Жыл бұрын

Yeah tried them, unfortunately the result is the same.. However I managed to deploy it on heroku. Will try to deploy on aws, gcp or azure. Thank you for the video and response anyway 🙌