Late June

Socket dreams

uWSGI is one of those things in the Python world that Just Works™, I use it mainly in Emperor mode to monitor and manage the spawning of app processes but it turns out it has a full Websocket implementation, which really piqued my interest. Now that the world has largely moved onto modern browsers (with Websocket support), I thought it would be fun to test out the uWSGI implementation by making a tiny interactive visualization.

What you see above is a shared space where each heart beat line represents a visitor to this page. Clicking anywhere on the space causes your user's line to pulse, which is reflected to all other user's views (you can try it out by having two tabs open). It's a trivial visualization, but just complex enough to test it out from top to bottom, with some observations noted below:

  • Handling each socket Python isn't really built for parallelism; spawing off a new process for each connection is prohibitively memory intensive and spawning threads generally provides no benefit due to the GIL. Which really just leaves fibers/greenlets in the form of the Gevent library. Luckily, uWSGI has built in support for Gevent and they can be easily configured to work with Websockets.
  • Number of connections The visualization artificially caps the number of simultaneous connections to five, but theoretically there can be an arbitrary number of websocket connections to the server (and they are not multiplexed on the browser side like with HTTP/2 connections). And uWSGI happily sends them through, so the app really has to handle this itself. In this case, we just put the extra connections into a queued, sleeping state, waking only when it is promoted to a full connection or to send the requisite Websocket ping/pong frame to keep the connection alive.
  • Output buffering By default Nginx will buffer data before sending it to the client, and you will want to disable this by setting "proxy_buffering" to false.
  • Client messaging Like a chat room, messages from a client are received by the server and forwarded out to all the other clients. To save a bit of processing, each of the server connections also debounces messages before sending out to their respective clients. This adds latency, but it allows for reducing traffic by batching messages (for later experiments).
  • Visualization On the client side, the animation frames drive the rotation for each line, and the pulses are just animated amplitudes on the circle (radius + amplitude * periodic f(t)). I kinda like how it actually turned out!

Overall, Websockets mostly just work out of the box now, and while it's not appropriate for everything (ie. real-time, low latency is difficult on TCP), it's pretty cool to not have to fake all this with long-poll anymore.


Ah, the memories of MIDI

This is almost artistic, cruise ships from an ariel view

Auto-complete Bash history using arrow keys (probably the best Bash tip I know)


Remember and Big Shiny Tunes and Much Dance? Good times.

Worst office fear: Rolling over your own toes with your computer chair.

Don't say Disney won't go to great lengths to optimize their animatronics...

Like horse racing but for nerds and biologists, Genetic Cars.

Monterey 2013 (4)
Monterey 2013 (4)