Streamlit Deployment Guide (wiki)

[StreamlitTeam]

Given the ever expanding number of cloud platforms and technologies that can be used for deploying Streamlit, having a set of up-to-date instructions as part of the standard Streamlit documentation isn’t feasible. Thankfully, so many of you have been willing to share your projects, write tutorials, and answer other people’s issues with deploying Streamlit!

This wiki has been created as a “Best Of…” set of answers for deploying Streamlit. Community members should feel free to add references as they are created, and remove links that are no longer valid.

If you have a question, please use this wiki as a reference, but ask your questions as separate threads in our Deploying Streamlit category.

How can I contribute ?

Contributing to this wiki is easy and open to anyone (at least if you have hung around on the forum enough to get to Trust Level 1) . It’s a click away from the Edit button on the bottom left of the post !

• Please list technologies/platforms in alphabetical order
• Multiple links per technology is fine, but after 4-5 links, consider which are the best examples
• There’s a fine line between helping the community and marketing. Please don’t add your own article just published a few hours prior. When in doubt, leave the reference as a comment on this post and someone else from the community can add it if they feel it represents as “best of” answer
• Please minimize auto-expanding links, to keep the guide compact
• If there is a platform you are interested in, add it! This guide will only be as good as those who participate

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Streamlit Deployment Guide

Note: As a community-led effort, no guarantee can be made by Streamlit to ensure these references are factually accurate, nor is inclusion in this list an endorsement by Streamlit. All questions and comments should be addressed to the author of the respective piece of content.

Cloud/Platforms

Aliyun / Alibaba

• Use docker and streamlit Alibaba Cloud server to deploy Streamlit

Amazon Web Services (AWS)

• [CloudFormation] Deployment on AWS (with Authentication)
• [EC2] How to Deploy a Streamlit App using an Amazon Free ec2 instance?
• [EC2] Creating Shareable Data Apps Using Streamlit and AWS EC2
• [Fargate] Deploy your Streamlit app at scale to AWS Fargate using AWS CDK
• [EB] HOWTO: Streamlit on AWS with Elastic Beanstalk and Docker

Azure (Microsoft)

CapRover

• Deploying Streamlit on CapRover

Google Cloud Platform (GCP)

• How to deploy Streamlit apps to Google App Engine
• Run Streamlit on Google Cloud Kubernetes
• Run Streamit on GCP Cloud Run

DeepNote

• Run Streamlit in Deepnote

Digital Ocean

• GitHub - dmancevo/digitalocean_docker_streamlit: Docker Streamlit Template

Google Colab

• Free Streamlit Dev Environment through Colaboratory

Heroku

• Guide: Hosting multiple streamlit apps on Heroku and nginx based authentication
• Deploying Streamlit Apps with Docker on Heroku
• Github Barebones 1-click Hello World
• Github Py310 + Postgres with 1-click init database, read all rows from Streamlit

JupyterHub

• Deploy Streamlit in JupyterHub

Kubernetes

• “Containerless” Streamlit Helm Chart

Windows Server IIS

• Simplest way to deploy a streamlit app in Windows server 2012 - #4 by ethan.qiujian

Ploomber Cloud

• Deploy Streamlit on Ploomber Cloud

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Standalone Executable

Windows , MacOS , Linux

• Deployment Of Streamlit Apps As An Standlone Executable For Windows ,Mac and Linux

Android or IOS

• Deployment Of Streamlit Apps To Android, IOS Native Apps

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Webservers

Apache

• Configuring Streamlit with apache 2.4 for proxy and https

Nginx

• https for Streamlit using nginx
• Using Streamlit + Nginx + Docker to build and put in production dashboards in AWS Lightsail
• Authenticated Full-Stack Streamlit with Docker
• Google OAuth2 authlayer using nginx proxy in just 127 lines of code

Traefik

• Deploying Streamlit with Traefik and Docker

cPanel

• Deploying Stremalit on a shared hosting cPanel

[Andrei_Volkau]

I would appreciate knowing whether streamlit run app.py command is running the app on a single-threaded development server or not? My goal is to deploy it in production. So it must be multithreaded.
Thank you in advance for any hints!

[Berk_Demir]

Andrei, when you get your answer, please share with us the steps you use for deployment to production. Streamlit needs easy-to-follow tutorials for deployment (other than streamlit share.)

[Marisa_Smith]

Hey all,

I think this might be good to link here. @kurt-rhee was kind enough to post a basic docker file for deploying streamlit apps on EC2. Hopefully, this will help others who need an example to work with!

Basic dockerfile for deploying on EC2

Hey all, Here is a basic template that works for deploying a docker container with streamlit running on port 80 for EC2. I know it would have helped me coming from zero docker knowledge. Some of the imports are probably not necessary. If people are interested I can also post the docker compose file I use to bring the app up and down as well as the bash scripts I use to update the app in ECR. FROM ubuntu:20.04 ENV DEBIAN_FRONTEND=noninteractive RUN apt-get update -y --fix-missing && apt-get…

Happy Streamlit-ing!
Marisa

[gerardrbentley]

I setup two 1-click* Heroku templates while setting up for a weekend project needing a database. Thought they might fit here! No worries if there’s enough Heroku coverage already.

*(1-click if you have github and heroku accounts already)

• Barebones Github branch with 1-click just Streamlit Hello World (python 3.9 default heroku)

• Postgres Github branch with 1-click init database, read all rows from Streamlit (python 3.10)

[randyzwitch]

No problem at all, feel free to add it to the wiki!

[Kareem_Rasheed_babat]

Am looking for how to better deploy streamlit on digital ocean…when i deployed last time, all my html markdown collapsed

[JL-V]

Can I deploy Streamlit with Bitbucket instead of Github?

[snehankekre]

@JL-V Certainly. While Community Cloud doesn’t support Hitbucket, there’s nothing stopping you from building your own deployment solution that clones your repo from Bitbucket.

[JEastwood]

Is there any recent knowledge on deploying to Azure? I am hoping to use streamlit for an internal facing app that will be on an Azure platform. Could someone advise what the process is and whether it can integrate with the Windows AD security, as we will be passing sensitive data through the app

[ArminEskandary]

Hi. can you please add a guide on how to deploy Streamlit on a personal root access VPS/Ubuntu or Debian.
That’d be great if you also create a guide on how to deploy Streamlit on cPanel hosting enviroment.

[Nirmal_Kumar]

Hello guys! Is it possible to deploy streamlit apps on Netlify? If yes please shed some light…

[awest96]

Hey I saw this post for Microsoft Azure https://towardsdatascience.com/beginner-guide-to-streamlit-deployment-on-azure-f6618eee1ba9

[Thiago_Jung_Mendacol]

Made a guide to myself how to Deploy/Host a Streamlit app in a Linode Server using Nginx with SSL
https://github.com/Thiagojm/str_deploy

or acess it on a streamlit app:
https://str-deploy-linode.streamlit.app/

[Rafael_Arranz_PerezD]

Is there Streamlit support in Terraform?

[Idomi]

Ploomber cloud also recently added Streamlit integration, so you can deploy for free more than a single private app, check it out here

[Mska]

Hey, I saw CICD approach to deploy Streamlit apps on AWS GitHub - aws-samples/aws-streamlit-deploy-cicd