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tornadoweb/tornado

📈 Trending22,181PythonAudience · developerComplexity · 3/5ActiveLicenseSetup · easy

TLDR

Python web framework for handling thousands of simultaneous connections efficiently using non-blocking I/O, ideal for real-time apps like chat and live dashboards.

Mindmap

mindmap
  root((Tornado))
    What it does
      Handles many connections
      Non-blocking I/O
      Real-time updates
    Key features
      WebSocket support
      Long polling
      Async handlers
    Use cases
      Chat applications
      Live dashboards
      Notification systems
    Tech stack
      Python
      asyncio
      HTTP server

Things people build with this

USE CASE 1

Build a real-time chat application where messages appear instantly to all connected users.

USE CASE 2

Create a live dashboard that pushes updates to thousands of browsers simultaneously without polling.

USE CASE 3

Develop a notification system that maintains persistent connections to deliver alerts to mobile or web clients.

USE CASE 4

Build a streaming data application that sends continuous updates over WebSocket connections.

Tech stack

PythonasyncioWebSocketHTTP

Getting it running

Difficulty · easy Time to first run · 5min
Use freely for any purpose, including commercial use, as long as you keep the copyright notice and license text.

In plain English

Tornado is a Python web framework and networking library designed to handle a very large number of simultaneous connections efficiently. While many web frameworks handle one request at a time using a process or thread per request (which can get slow and memory-hungry at scale), Tornado takes a different approach: non-blocking I/O. This means it can handle tens of thousands of open connections at once without dedicating a separate thread to each one. This makes Tornado particularly well-suited for use cases where connections stay open for a long time, for example, long polling (where a browser keeps a connection open waiting for the server to push new data), WebSockets (a protocol for real-time two-way communication between a browser and server), or any application that needs to push live updates to many users simultaneously. A chat application is a classic example. Tornado is built on top of Python's asyncio system (the standard library's toolkit for writing asynchronous code), which means you use the standard async/await syntax to write handlers that don't block while waiting for network operations. A basic web server in Tornado involves defining a request handler class with methods for each HTTP verb (GET, POST, etc.) and registering URL routes that map web addresses to those handlers. You would choose Tornado when building a real-time or streaming web application in Python that needs to hold many connections open simultaneously, for example, a live dashboard, a chat service, or a notification system. Tornado was originally developed at FriendFeed and is written in Python.

Copy-paste prompts

Prompt 1
Show me how to create a basic Tornado web server with a GET handler that returns JSON.
Prompt 2
How do I set up WebSocket support in Tornado to enable real-time two-way communication between client and server?
Prompt 3
Write a Tornado request handler that uses async/await to fetch data from an external API without blocking other requests.
Prompt 4
How can I use Tornado to handle 10,000 simultaneous long-polling connections efficiently?
Prompt 5
Show me a complete example of a simple chat application using Tornado and WebSockets.
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Generated 2026-05-18 · Model: sonnet-4-6 · Verify against the repo before relying on details.