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by angelbob 1687 days ago
Disclaimer: I'm on the YJIT team.

In general it's not a big change. You should only turn on YJIT for long-running jobs -- the prod Rails server, plus probably background workers if you have them. YJIT does nothing unless you turn it on with the --yjit flag.

YJIT's going to affect memory usage, so it'll change your optimal number of processes and threads for your Rails server - play with it for your app specifically, because the percent speedup and mem expansion vary a lot from app to app. YJIT works fine with Puma and Webrick. I don't think anybody's tried it seriously with less-common servers like Falcon or Thin, but I'd expect it to work -- file a bug if it doesn't, because it should.

YJIT does speed up Rails - we're seeing about a 20%-25% speedup on little "hello, world" Rails apps (see: https://speed.yjit.org/), and about 11% on Discourse for a single thread. We don't have good multithreaded or multiprocess numbers yet, but it's in the works. YJIT scales with multiple threads/processes just like existing CRuby.

(All speed numbers are accurate as of right now, but may change over time.)

I would probably not use it in dev mode. While YJIT has pretty good warmup numbers, Rails throws away all existing application code for every request in dev mode. That's going to make YJIT a lot less useful. Play with it -- maybe I'm wrong for your app, especially if you use a lot of non-reloaded code (e.g. methods inside gems.) But I wouldn't expect great results in the development RAILS_ENV.

For deployment the short version is: add --yjit as a command line parameter in production mode and (probably) for your background workers. You can do this with "export RUBYOPT='--yjit'" or use your local preferred way.

Where I give weaselly-sounding qualifiers like "probably," that's because it can depend on your config. If you have plenty of memory but are often CPU-bound, YJIT is usually good. If you have really limited memory and your server CPUs are mostly idle, YJIT is usually bad. YJIT is also currently x86-only and runs on Mac and Linux but not Windows.

There has been a lot of historical demand for a Ruby config for servers: something that uses more memory to get faster operations, and that is optimised for long-running processes. YJIT is aimed directly at that. Non-JITted CRuby is mostly the opposite: fast startup, modest memory requirements, doesn't get significantly faster over time.

3 comments

> YJIT works fine with Puma and Webrick. I don't think anybody's tried it seriously with less-common servers like Falcon or Thin, but I'd expect it to work -- file a bug if it doesn't, because it should.

Have you tried it with Unicorn?

Yes, it work fine with Unicorn, YJIT is currently serving a small portion of Shopify storefront traffic, and that app runs with Unicorn.

Of course since each of the unicorn process will generate its own executable code, the memory usage difference with Puma is even bigger, and copy on write can't help here.

Yeah, I was trying to come up with an idea for this. We try to eagerly load as much as we can before fork, so most of the memory is shared between the forked unicorns, but this won't work with YJIT right?

Ideally we would be able to eventually do the forks of a "mature" unicorn child an hour or so after all is JITed...

Beside the operational nightmare that it would be to deploy with such a strategy, it wouldn't work long term.

JITed code can be invalidated and recompiled, so your forks would still drift over time.

I'm a big proponent of unicorn (and forking setups in general) for various operational reasons, but I think JIT might be the last nail in the coffin.

Im out of my depth here but why can't they share the JITed code?
Because JITed code will inline things like the address of some specific objects (typically constants) etc. To share code between processes you'd need to ensure all these references are exactly the same in each process.
How one would check if the YJIT was correctly enabled?

    $ ruby -v
    ruby 3.1.0dev (2021-11-08T09:35:22Z master 7cc4e147fc) [x86_64-darwin21]
    $ ruby --yjit -v
    ruby 3.1.0dev (2021-11-08T09:35:22Z master 7cc4e147fc) +YJIT [x86_64-darwin21]
    $ ruby --yjit -e 'p RubyVM::YJIT.enabled?'
    true
    $ ruby  -e 'p RubyVM::YJIT.enabled?'
    false
You can call `RubyVM::YJIT.enabled?` to check.
can we expect for better numbers on the official 3.1 release, or we need to wait for 3.2 version?