I spent several hours tracing in production (updating the code a dozen times with extra logging) to identify the actual path the lemmy_server code uses for outbound federation of votes to subscribed servers.
Major popular servers, Beehaw, Leemy.world, Lemmy.ml - have a large number of instance servers subscribing to their communities to get copies of every post/comment. Comment votes/likes are the most common activity, and it is proposed that during the PERFORMANCE CRISIS that outbound vote/like sharing be turned off by these overwhelmed servers.
pull request for draft:
EDIT: LEMMY_SKIP_FEDERATE_VOTES environment variable
Thanks for doing all this.
Do we have any real numbers from a real server? How many votes are trying to be federated to how many servers?
Just ballparking some approximate numbers:
15000 * 4000 * 10 = 600,000,000 federated actions. That is around 7,000 per second 24/7 for one community.
IMO, this real time federation just doesn’t scale. We need to start planning the specs for federation batching.
I’m hoping the ‘subscribed servers’ is maybe only 300 or so? But I don’t know, the big sites haven’t been sharing information like that in my experience. They did say there were “millions” of outbound federation tasks. I expect the number of votes by user is higher than your number. They did put in code changes to detect servers they can’t reach and to stop attempting delivery.
I think a pull app that goes around to servers with content and uses the front-end API to grab 300 or more comments at a time, etc is the way to go. The client API is geared toward batch delivery. since lemmy.ml is so unstable for discussion, I opened a topic on GitHub: https://github.com/RocketDerp/lemmy_helper/discussions/4 - where I proposed some new /api/syncshare to get more raw data out of the PostgreSQL tables.