Building my own log aggregation and search server
Hi everyone, I've been building my own log search server because I wasn't satisfied with any of the alternatives out there and wanted a project to learn rust with. It still needs a ton of work but wanted to share what I've built so far.
The repo is up here: https://codeberg.org/Kryesh/crystalline
and i've started putting together some documentation here: https://kryesh.codeberg.page/crystalline/
There's a lot of features I plan to add to it but I'm curious to hear what people think and if there's anything you'd like to see out of a project like this.
Some examples from my lab environment:
events view searching for SSH logins from systemd journals and syslog events:
counting raw event size for all indices:
performance is looking pretty decent so far, and it can be configured to not be too much of a resource hog depending on use case, some numbers from my test install:
- raw events ingested: ~52 million
- raw event size: ~40GB
- on disk size: ~5.8GB
Ram usage:
- not running searches ingesting 600MB-1GB per day it uses about 500MB of ram
- running the ssh search examples above brings it to about 600MB of ram while the search is running
- running last example search getting the size of all events (requires decompressing the entire event store) peaked at about 3.5GB of ram usage
That looks great, congrats!
If you're targeting us, homelabbers, I'll tell you what I would want from a log server:
Thanks! definitely aiming for a stupid easy installation/management for the app itself; but in my experience getting a wide range of supported log sources is no small feat. I've been using fluentbit to handle collection from different sources and using the following has been working well for me:
with that setup you can search for container logs by name which works great with compose:
or process logs from an nginx container like this to see traffic from external hosts:
I'll add a more complete example to the docs, but if you look in the repo there's a complete example for receiving and ingesting syslog that you can run with just "docker compose up"
Maybe you should add OTLP support? I don't know how you are ingesting from Fluentbit at the moment, but I think with OTLP basically any log source can be integrated either through the fluentbit OTLP plugin or an OTEL collector.
I'm currently using the fluentbit http output plugin, fluentbit can act as an otel collector with an input plugin which could then be routed to the http output plugin. Long term I'll probably look at adding it but there's other features that take priority in the app itself such as scheduled searching and notifications/alerting