Custom competitive skill rating system for CS:GO, based on TrueSkill, integrated with Popflash games. This is used to track the skill of University of Cambridge players across internal matches, much like an ELO system.
This repo contains the backend rating, API and discord code.
app.py: The main guts - contains the rating system, as well as the REST API
match_db.py: Connects to a MongoDB database storing match info. Uses MONGO_URI from .env, with database MONGO_DB
popflash_api.py: Web scraper for popflash, which provides an API for getting user info and match info
popflash_match_screenshot.py: Selenium screenshotter for popflash match pages. Use a supporter's session ID POPFLASH_SID in .env to capture all stats
discord_app.py: Discord bot client - pretty minimal, most things happen in app.py. Uses DISCORD_TOKEN in .env
collect_seed_matches.py: This collects seed matches which are not user-submitted into seedmatches4.pkl.
Front-end: https://github.com/cameron-robey/popskill-frontend
Live site: https://sandb.ga
Thanks to @cameron-robey, @theo-brown and @speedstyle for their help.