Bare bones use-case for deploying a containerized web app (built in streamlit) on AWS.

Overview

Containerized Streamlit web app

This repository is featured in a 3-part series on Deploying web apps with Streamlit, Docker, and AWS. Checkout the blog posts!

app


Setup instructions

If you are interested in the web app backed by a Postgres database, checkout out the docker-compose+postgres branch.

Getting up and running locally

$ git clone https://github.com/collinprather/streamlit-docker.git
$ cd streamlit-docker/
$ docker image build -t streamlit:app .
$ docker container run -p 8501:8501 -d streamlit:app

Then, the web app will be available at http://localhost:8501/

To shut down the web app when you're done, you can find the process running your container with

$ docker ps | grep 'streamlit:app'
6d1871137019        streamlit:app       "/bin/sh -c 'streaml…"   8 minutes ago       Up 8 minutes        0.0.0.0:8501->8501/tcp   <weird_name>

Then stop that process with the following command.

$ docker kill <weird_name>
<weird_name>
$

Deploying to the cloud

Refer to my blog post!

Owner
Collin Prather
Data Scientist
Collin Prather
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