In this tutorial, we'll look at how to scale a Flask application using load balancing. Load balancing is a technique used to distribute network traffic across multiple servers. This improves responsiveness and availability of applications.
You'll learn how to setup a simple Flask application and a load balancer to distribute traffic across multiple instances of the Flask app using Nginx.
Prerequisites:
First, we will set up a simple Flask application. Next, we will create multiple instances of this app. Finally, we will use Nginx as a reverse proxy to load balance the traffic among these instances.
Flask Application Setup: Flask is a micro web framework written in Python. We will create a simple Flask application which will be served on multiple ports.
Creating Multiple Instances: We will run multiple instances of the same Flask application on different ports.
Load Balancing with Nginx: Nginx is a web server which can also be used as a reverse proxy, load balancer, and HTTP cache. We will use it to distribute traffic between the instances of our Flask application.
Example 1: Creating a Flask Application
# app.py
from flask import Flask
app = Flask(__name__)
@app.route('/')
def home():
return "Hello, World!"
if __name__ == '__main__':
app.run(host='0.0.0.0', port=8080)
This Flask application has a single route (/
) that returns "Hello, World!" when accessed. It is served on port 8080 of your machine.
Example 2: Running Multiple Instances
You can launch multiple instances of this Flask application by changing the port number in the app.run()
command. Run each instance in a separate terminal.
Example 3: Configuring Nginx for Load Balancing
# nginx.conf
http {
upstream flask_apps {
server localhost:8080;
server localhost:8081;
server localhost:8082;
}
server {
listen 80;
location / {
proxy_pass http://flask_apps;
}
}
}
In this Nginx configuration, we are creating a server block that listens on port 80 and passes incoming requests to one of the Flask apps.
In this tutorial, we covered how to scale a Flask application using load balancing. We learned how to set up a simple Flask app, run multiple instances of it, and use Nginx as a load balancer.
Next, you can learn more about Nginx and its advanced load balancing algorithms, or explore how to set up a load balancer on a cloud platform like AWS or GCP.
Solutions:
nginx.conf
file.