Install streamlit on ubuntu 20. 04

Install Streamlit on Ubuntu 20.04

In this article, we’ll explain how to install Streamlit on Ubuntu 20.04.

Streamlit is the fastest way to build and share data apps. Streamlit turns data scripts into shareable web apps in minutes. All in Python. All for free. No front‑end experience required. It is an open-source app framework for Machine Learning and Data Science teams. Create beautiful data apps in hours, not weeks.

Prerequisites:

  • A Ubuntu 20.04 installed dedicated server or KVM VPS.
  • A root user access or normal user with administrative privileges.

Install Streamlit on Ubuntu

1. Keep the server updated

Update the server using following command:

# apt update -y && apt upgrade -y

2. Install python pip

Install python pip package manager using following command:

# apt install python3-pip -y

3. Install Streamlit

Install Streamlit using python pip package manager.

# pip install streamlit

4. Deploy Streamlit app

To deploy Streamlit app, first we need to create one python file using following command:

# vim app.py

Add following content in the app.py file:

import streamlit as st
st.text_input("Your name", key="name")

# You can access the value at any point with:
st.session_state.name

Save and exit.

See also  Introducing Canonical’s new open source support portal

Now, deploy the app on :80 port using following command:

# streamlit run main.py –server.port 80

Navigate to your browser and access Streamlit app using your server IP.

5. Use Screen

Streamlit will close the session as soon as you exit SSH session. To make it persistence, we need to use screen tool. Once you create session in screen, you can close the terminal and connect the server using new terminal. It will create persistence session.

# screen -S streamlit

Deploy Streamlit app:

# streamlit run main.py –server.port 80

Now close the terminal and connect with server in new terminal and run following command list the screen session.

# screen -list

We have successfully completed with the installation process and also we have deployed our first app.

In this article, we have seen how to install Streamlit on Ubuntu 20.04.


Discover more from Ubuntu-Server.com

Subscribe to get the latest posts sent to your email.

Comments

No comments yet. Why don’t you start the discussion?

    Leave a Reply