diff options
Diffstat (limited to 'tools')
-rw-r--r-- | tools/elo.js | 58 |
1 files changed, 58 insertions, 0 deletions
diff --git a/tools/elo.js b/tools/elo.js new file mode 100644 index 0000000..95ca58b --- /dev/null +++ b/tools/elo.js @@ -0,0 +1,58 @@ +#!/usr/bin/env -S node + +const sqlite3 = require("better-sqlite3") + +const db = new sqlite3("db") + +const SQL_SELECT_GAMES = db.prepare("select * from games where status>1 and user_count=player_count and player_count>1 order by xtime") +const SQL_SELECT_RATING = db.prepare("select * from player_rating_view where game_id=?") +const SQL_INSERT_RATING = db.prepare("insert or replace into ratings (title_id,user_id,rating,count,last) values (?,?,?,?,?)") + +function elo_k(n) { + return n < 10 ? 60 : 30 +} + +function elo_ev(a, players) { + // Generalized formula for multiple players. + // https://arxiv.org/pdf/2104.05422.pdf + let sum = 0 + for (let p of players) + sum += Math.pow(10, p.rating / 400) + return Math.pow(10, a.rating / 400) / sum +} + +function elo_change(a, players, s) { + return Math.round(elo_k(a.count) * (s - elo_ev(a, players))) +} + +function update_elo_ratings(game) { + let players = SQL_SELECT_RATING.all(game.game_id) + if (game.player_count !== players.length) + return + + let winner = null + for (let p of players) + if (p.role === game.result) + winner = p + + if (winner) { + for (let p of players) { + if (p === winner) + p.change = elo_change(p, players, 1) + else + p.change = elo_change(p, players, 0) + } + } else { + for (let p of players) + p.change = elo_change(p, players, 1 / game.player_count) + } + + for (let p of players) + SQL_INSERT_RATING.run(game.title_id, p.user_id, p.rating + p.change, p.count+1, game.xtime) +} + +db.exec("begin transaction") +db.exec("delete from ratings") +for (let game of SQL_SELECT_GAMES.all()) + update_elo_ratings(game) +db.exec("commit") |