1 1 Setting up Streamlit Sharing Explained
Key Concepts
- Streamlit Sharing: A service that allows you to deploy and share your Streamlit apps.
- GitHub Repository: A place to store your Streamlit app code.
- Deployment: The process of making your app accessible online.
- Environment Variables: Securely store sensitive information like API keys.
Explanation
1. Streamlit Sharing
Streamlit Sharing is a platform that allows you to deploy and share your Streamlit applications with the world. It integrates seamlessly with GitHub, making it easy to deploy your apps directly from your GitHub repository.
2. GitHub Repository
A GitHub repository is a place where you store your Streamlit app code. Streamlit Sharing requires your app code to be hosted on GitHub. This allows for version control and easy collaboration.
3. Deployment
Deployment is the process of making your Streamlit app accessible online. With Streamlit Sharing, you can deploy your app with just a few clicks, directly from your GitHub repository.
4. Environment Variables
Environment variables are used to securely store sensitive information like API keys. Streamlit Sharing allows you to set environment variables directly from the platform, ensuring your sensitive information is kept secure.
Examples
Example 1: Setting up Streamlit Sharing
To set up Streamlit Sharing, follow these steps:
- Create a GitHub repository and push your Streamlit app code to it.
- Go to the Streamlit Sharing website and log in with your GitHub account.
- Click on "New App" and select your GitHub repository.
- Configure any necessary environment variables.
- Click "Deploy" to make your app live.
Example 2: Using Environment Variables
import streamlit as st import os api_key = os.getenv("API_KEY") st.write(f"API Key: {api_key}")
Analogies
Think of Streamlit Sharing as a hosting service for your Streamlit apps, similar to how a web hosting service hosts your website. Your GitHub repository is like a storage unit where you keep all the materials needed to build your website. Deployment is like making your website live and accessible to the public. Environment variables are like a safe where you store your important keys and documents, ensuring they are secure.
By mastering the setup of Streamlit Sharing, you can easily deploy and share your Streamlit applications with the world, making your data science projects accessible to a broader audience.