Professional Streamlit dashboards with Docker

  Рет қаралды 2,886

Real-World ML by Pau Labarta Bajo

Real-World ML by Pau Labarta Bajo

3 ай бұрын

See it in action
➡️ dashboard-plabartabajo-ohlcin...
Github repo with all the code
➡️ github.com/Paulescu/real-time...
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Пікірлер: 10
@JoaoGabriel-hf7zc
@JoaoGabriel-hf7zc 2 ай бұрын
Excellent. Thanks so much! Greetings from Brazil.
@realworldml
@realworldml 2 ай бұрын
You are welcome!
@uazik-kamazik
@uazik-kamazik 3 ай бұрын
you look like jesus of IT community
@realworldml
@realworldml 3 ай бұрын
I will take that as a compliment
@ingloriouspancake7529
@ingloriouspancake7529 3 ай бұрын
I think its a good thing
@OmegaStyler
@OmegaStyler 3 ай бұрын
Great video, thanks! Quick question: why would you want containerize this streamlit app? Streamlit already supports free hosting for example over github. Whats the benefit of docker here? Second question: is there a free docker container hosting service? So i can share it with others and run it somewhere else?
@realworldml
@realworldml 2 ай бұрын
Good question! Streamlit cloud provides hosting yes, through some standard container. However, if you wanna deploy somewhere else, or your Python code depends on non-standard c libraries (like talib) you need to build your own container. Does that make sense?
@Rookie_AI
@Rookie_AI 3 ай бұрын
But how can we deploy that docker image, and assure it runs live,how can we add CI/CD to it as well?
@realworldml
@realworldml 3 ай бұрын
That is a great question. I deployed the dashoard to quix cloud (find link im the video description) which is essentially a managed Kubernetes cluster. At the moment quic cloud does not seem to support ci/cd very well. Once the support is there I will add a second lecture with ci cd in this case
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