trueskill-tt/examples/atp.rs

/*
use std::collections::HashMap;

use time::Date;

use trueskill_tt::{History, PlayerIndex, BETA, MU, P_DRAW};

struct Players(HashMap<String, PlayerIndex>);

impl Players {
    fn new() -> Self {
        Self(HashMap::new())
    }

    fn get(&mut self, name: &str) -> PlayerIndex {
        if let Some(idx) = self.0.get(name) {
            *idx
        } else {
            let idx = PlayerIndex::new(self.0.len());

            self.0.insert(name.to_string(), idx);

            idx
        }
    }
}

fn main() {
    let mut csv = csv::Reader::open("examples/atp.csv").unwrap();

    let mut composition = Vec::new();
    let mut results = Vec::new();
    let mut times = Vec::new();

    let time_format = time::format_description::parse("[year]-[month]-[day]").unwrap();

    let mut players = Players::new();

    for row in csv.records() {
        if &row["double"] == "t" {
            let w1_id = players.get(&row["w1_id"]);
            let w2_id = players.get(&row["w2_id"]);

            let l1_id = players.get(&row["l1_id"]);
            let l2_id = players.get(&row["l2_id"]);

            composition.push(vec![vec![w1_id, w2_id], vec![l1_id, l2_id]]);
        } else {
            let w1_id = players.get(&row["w1_id"]);

            let l1_id = players.get(&row["l1_id"]);

            composition.push(vec![vec![w1_id], vec![l1_id]]);
        }

        results.push(vec![1, 0]);

        let time = Date::parse(&row["time_start"], &time_format)
            .unwrap()
            .midnight()
            .assume_utc()
            .unix_timestamp();

        times.push(time as f64 / (60 * 60 * 24) as f64);
    }

    /*
    let mut history = History::builder()
        .sigma(1.6)
        .gamma(0.036)
        .priors(priors)
        .build::<Time>();

    history.add_event(teams: [[a, b], [c]], result: [1, 0], 0.0);

    let mut history = History::builder()
        .sigma(1.6)
        .gamma(0.036)
        .priors(priors)
        .build::<NoTime>();

    history.add_event(teams: [[a, b], [c]], result: [1, 0]);

    history.convergence(Ctx::default());
    history.convergence(Ctx { epsilon: 1.6, ..Default::default() });
    history.convergence(Ctx { epsilon: 1.6, iterations: 10 });

    history.convergence().run();

    history
        .convergence()
        .epsilon(1.6)
        .run();

    history
        .convergence()
        .epsilon(1.6)
        .iterations(10)
        .run();

    history
        .convergence()
        .epsilon(1.6)
        .iterations(10)
        .inspect(|step, i| println!("Iteration {}: step={:?}", i, step))
        .run();

    */

    let mut h = History::new(
        &composition,
        &results,
        &times,
        HashMap::new(),
        MU,
        1.6,
        BETA,
        0.036,
        P_DRAW,
    );

    h.epsilon = 0.01;
    h.iterations = 10;

    h.convergence();
}

mod csv {
    use std::fs::File;
    use std::io::{self, BufRead, BufReader, Lines};
    use std::ops;
    use std::path::Path;

    pub struct Reader {
        header_map: Vec<String>,
        lines: Lines<BufReader<File>>,
    }

    impl Reader {
        pub fn open<P: AsRef<Path>>(path: P) -> Result<Self, io::Error> {
            let mut lines = File::open(path).map(BufReader::new)?.lines();

            let header_map = if let Some(header) = lines.next() {
                let header = header?;

                header.split(',').map(Into::into).collect::<Vec<_>>()
            } else {
                Vec::new()
            };

            Ok(Self { header_map, lines })
        }

        pub fn records(&mut self) -> Records<'_> {
            Records {
                header_map: &self.header_map,
                lines: &mut self.lines,
            }
        }
    }

    pub struct Records<'a> {
        header_map: &'a Vec<String>,
        lines: &'a mut Lines<BufReader<File>>,
    }

    impl<'a> Iterator for Records<'a> {
        type Item = Record<'a>;

        fn next(&mut self) -> Option<Self::Item> {
            let line = self.lines.next()?;

            Some(Record {
                header_map: self.header_map,
                columns: line.unwrap().split(',').map(Into::into).collect::<Vec<_>>(),
            })
        }
    }

    pub struct Record<'a> {
        header_map: &'a Vec<String>,
        columns: Vec<String>,
    }

    impl<'a> ops::Index<&str> for Record<'a> {
        type Output = str;

        fn index(&self, index: &str) -> &Self::Output {
            &self.columns[self
                .header_map
                .iter()
                .position(|header| header == index)
                .unwrap()]
        }
    }
}
*/

fn main() {
    //
}