use crate::queries::*; use sqlite::*; use std::fs::{self, File}; use std::path::{Path, PathBuf}; /// Return the path to a dataset. pub fn dataset_path(config_dir: &Path, dataset: &str) -> PathBuf { // $config_dir/datasets/$dataset.sqlite let mut path = config_dir.to_owned(); path.push("datasets"); // Create datasets path if it doesn't exist fs::create_dir_all(&path).unwrap(); path.push(dataset); path.set_extension("db"); path } pub fn open_dataset(dataset: &Path) -> sqlite::Result { let query = " CREATE TABLE IF NOT EXISTS players ( id INTEGER PRIMARY KEY, name TEXT, prefix TEXT, elo REAL NOT NULL ) STRICT; "; File::create(dataset).map_err(|e| Error { code: { println!("{:?}", e); None }, message: Some("unable to open database file".to_owned()), })?; let connection = sqlite::open(dataset)?; connection.execute(query)?; Ok(connection) } // Score calculation /// Calculate the collective expected score for each team. fn expected_scores(ratings: &Teams<&mut f64>) -> Vec { let qs: Vec = ratings .into_iter() .map(|es| 10_f64.powf(es.iter().map(|x| **x).sum::() / es.len() as f64 / 400.0)) .collect(); let sumq: f64 = qs.iter().sum(); qs.into_iter().map(|q| q / sumq).collect() } /// Adjust the ratings of each player based on who won. fn adjust_ratings(ratings: Teams<&mut f64>, winner: usize) { let exp_scores = expected_scores(&ratings); ratings .into_iter() .zip(exp_scores.into_iter()) .enumerate() .for_each(|(i, (es, exp_sc))| { let len = es.len() as f64; let score = f64::from(winner == i); es.into_iter() .for_each(|e| *e += 40.0 * (score - exp_sc) / len); }) } // Database Updating pub fn add_players(connection: &Connection, teams: &Teams) -> sqlite::Result<()> { let query = "INSERT OR IGNORE INTO players VALUES (?, ?, ?, 1500)"; teams.iter().try_for_each(|team| { team.iter().try_for_each(|PlayerData { id, name, prefix }| { let mut statement = connection.prepare(query)?; statement.bind((1, id.0 as i64))?; statement.bind((2, name.as_ref().map(|x| &x[..])))?; statement.bind((3, prefix.as_ref().map(|x| &x[..])))?; statement.into_iter().try_for_each(|x| x.map(|_| ()))?; Ok(()) }) }) } pub fn get_ratings( connection: &Connection, teams: &Teams, ) -> sqlite::Result> { let query = "SELECT id, elo FROM players WHERE id = ?"; teams .iter() .map(|team| { team.iter() .map(|data| { let mut statement = connection.prepare(query)?; statement.bind((1, data.id.0 as i64))?; statement.next()?; Ok((data.id, statement.read::("elo")?)) }) .try_collect() }) .try_collect() } pub fn update_ratings(connection: &Connection, elos: Teams<(PlayerId, f64)>) -> sqlite::Result<()> { let query = "UPDATE players SET elo = :elo WHERE id = :id"; elos.into_iter().try_for_each(|team| { team.into_iter().try_for_each(|(id, elo)| { let mut statement = connection.prepare(query)?; statement.bind((":elo", elo))?; statement.bind((":id", id.0 as i64))?; statement.into_iter().try_for_each(|x| x.map(|_| ()))?; Ok(()) }) }) } pub fn update_from_set(connection: &Connection, results: SetData) -> sqlite::Result<()> { let players_data = results.teams; add_players(connection, &players_data)?; let mut elos = get_ratings(connection, &players_data)?; adjust_ratings( elos.iter_mut() .map(|v| v.iter_mut().map(|x| &mut x.1).collect()) .collect(), results.winner, ); update_ratings(connection, elos) }