this post was submitted on 08 Jul 2023
16 points (100.0% liked)

Programming

17020 readers
257 users here now

Welcome to the main community in programming.dev! Feel free to post anything relating to programming here!

Cross posting is strongly encouraged in the instance. If you feel your post or another person's post makes sense in another community cross post into it.

Hope you enjoy the instance!

Rules

Rules

  • Follow the programming.dev instance rules
  • Keep content related to programming in some way
  • If you're posting long videos try to add in some form of tldr for those who don't want to watch videos

Wormhole

Follow the wormhole through a path of communities [email protected]



founded 1 year ago
MODERATORS
 

I'm pretty familiar with automated tests where you're comparing a received value to an expected value (e.g. basically all unit/integration tests)


in a CI/CD workflow, you handle test failures by failing the whole pipeline, and then that commit/PR/etc has a pipeline that failed next to it.

However, what if I have some kind of "performance" measure I want to track, instead? Something that isn't pass/fail, but rather a set of experimental results over time? (e.g. speed of responses from an API, wins/draw/loss rates on chess bot, confusion matrix scores for a classifier, etc.) Is there a tool that can show that kind of "automated experiment" results in order by git commit, pull request, etc?

I thought about sending the data to some kind of data store with a Grafana front-end, but I was hoping there might be some less "diy" method for creating such a display.

you are viewing a single comment's thread
view the rest of the comments
[–] [email protected] 4 points 1 year ago

Feels like you could maybe (ab)use an ML experiment tracking tool for this, something like MLFlow. Except instead of training an ML model you just trigger your tests and report the statistics from those back to the tracking tool.