osu: added pp computation

2021-01-09 17:24:00 +01:00
parent 3c51dc3ba5
commit 2d975ff21c
4 changed files with 518 additions and 8 deletions
@@ -9,7 +9,7 @@ A standalone crate to calculate star ratings and performance points for all [osu
 - [x] taiko sr
 - [x] ctb sr
 - [x] mania sr
- [ ] osu pp
- [ ] taiko pp
+- [x] osu pp (need sr & testing!)
+- [x] taiko pp (need testing!)
 - [x] ctb pp (need testing!)
 - [x] mania pp (need testing!)
@@ -2,11 +2,13 @@ mod curve;
 mod difficulty_object;
 mod math_util;
 mod osu_object;
+mod pp;
 mod skill;
 mod skill_kind;

 use difficulty_object::DifficultyObject;
 use osu_object::OsuObject;
+pub use pp::*;
 use skill::Skill;
 use skill_kind::SkillKind;

@@ -16,9 +18,9 @@ const SECTION_LEN: f32 = 400.0;
 const DIFFICULTY_MULTIPLIER: f32 = 0.0675;

 /// Star calculation for osu!standard maps
-pub fn stars(map: &Beatmap, mods: impl Mods) -> f32 {
+pub fn stars(map: &Beatmap, mods: impl Mods) -> DifficultyAttributes {
    if map.hit_objects.len() < 2 {
-        return 0.0;
+        return todo!();
    }

    let attributes = map.attributes().mods(mods);
@@ -77,7 +79,9 @@ pub fn stars(map: &Beatmap, mods: impl Mods) -> f32 {
    let aim_rating = skills[0].difficulty_value().sqrt() * DIFFICULTY_MULTIPLIER;
    let speed_rating = skills[1].difficulty_value().sqrt() * DIFFICULTY_MULTIPLIER;

-    aim_rating + speed_rating + (aim_rating - speed_rating).abs() / 2.0
+    let stars = aim_rating + speed_rating + (aim_rating - speed_rating).abs() / 2.0;
+
+    todo!()
 }

 #[cfg(test)]
@@ -101,7 +105,7 @@ mod tests {
            Err(why) => panic!("Error while parsing map: {}", why),
        };

-        let stars = stars(&map, 0);
+        let stars = stars(&map, 0).stars;

        println!("Stars: {}", stars);
    }
@@ -131,7 +135,7 @@ mod tests {
            (1241370, 1 << 6, 11.144720506574934),// DT
            (1241370, 1 << 4, 7.641688110458715), // HR
            (1241370, 1 << 1, 6.316288616688052), // EZ
-            
+
            // Slider fiesta
            // (1657535, 1 << 8, 4.1727975286379895),// HT
            // (1657535, 0, 5.16048239944917),       // NM
@@ -151,7 +155,7 @@ mod tests {
                Err(why) => panic!("Error while parsing map {}: {}", map_id, why),
            };

-            let stars = stars(&map, mods);
+            let stars = stars(&map, mods).stars;

            assert!(
                (stars - expected_stars).abs() < margin,
@@ -0,0 +1,354 @@
+use super::stars;
+
+use parse::{Beatmap, Mods};
+
+#[derive(Default)]
+pub struct DifficultyAttributes {
+    pub stars: f32,
+    pub ar: f32,
+    pub od: f32,
+    pub speed_strain: f32,
+    pub aim_strain: f32,
+    pub max_combo: usize,
+}
+
+pub struct PpResult {
+    pub pp: f32,
+    pub attributes: DifficultyAttributes,
+}
+
+pub trait PpProvider {
+    fn pp(&self) -> PpCalculator;
+}
+
+impl PpProvider for Beatmap {
+    #[inline]
+    fn pp(&self) -> PpCalculator {
+        PpCalculator::new(self)
+    }
+}
+
+// TODO: Allow partial plays
+pub struct PpCalculator<'m> {
+    map: &'m Beatmap,
+    attributes: Option<DifficultyAttributes>,
+    mods: u32,
+    combo: Option<usize>,
+    acc: Option<f32>,
+
+    n300: Option<usize>,
+    n100: Option<usize>,
+    n50: Option<usize>,
+    n_misses: usize,
+}
+
+impl<'m> PpCalculator<'m> {
+    #[inline]
+    pub fn new(map: &'m Beatmap) -> Self {
+        Self {
+            map,
+            attributes: None,
+            mods: 0,
+            combo: None,
+            acc: None,
+
+            n300: None,
+            n100: None,
+            n50: None,
+            n_misses: 0,
+        }
+    }
+
+    #[inline]
+    pub fn attributes(mut self, attributes: DifficultyAttributes) -> Self {
+        self.attributes.replace(attributes);
+
+        self
+    }
+
+    #[inline]
+    pub fn mods(mut self, mods: u32) -> Self {
+        self.mods = mods;
+
+        self
+    }
+
+    #[inline]
+    pub fn combo(mut self, combo: usize) -> Self {
+        self.combo.replace(combo);
+
+        self
+    }
+
+    #[inline]
+    pub fn n300(mut self, n300: usize) -> Self {
+        self.n300.replace(n300);
+
+        self
+    }
+
+    #[inline]
+    pub fn n100(mut self, n100: usize) -> Self {
+        self.n100.replace(n100);
+
+        self
+    }
+
+    #[inline]
+    pub fn n50(mut self, n50: usize) -> Self {
+        self.n50.replace(n50);
+
+        self
+    }
+
+    #[inline]
+    pub fn misses(mut self, n_misses: usize) -> Self {
+        self.n_misses = n_misses;
+
+        self
+    }
+
+    /// Generate the hit results with respect to the given accuracy between `0` and `100`.
+    ///
+    /// Be sure to set `misses` beforehand!
+    pub fn accuracy(mut self, acc: f32) -> Self {
+        let n_objects = self.map.hit_objects.len();
+
+        if self.n100.or(self.n50).is_none() {
+            self.n300.replace(
+                n_objects - self.n100.unwrap_or(0) - self.n50.unwrap_or(0) - self.n_misses,
+            );
+            self.n100.get_or_insert(0);
+            self.n50.get_or_insert(0);
+        } else {
+            let target_total = (acc * n_objects as f32 * 6.0).round() as usize;
+            let delta = target_total - (n_objects - self.n_misses);
+
+            self.n300.replace(delta / 5);
+            self.n100.replace(delta % 5);
+            self.n50
+                .replace(n_objects - self.n300.unwrap() - self.n100.unwrap() - self.n_misses);
+        }
+
+        self.acc.replace(acc / 100.0);
+
+        self
+    }
+
+    pub fn calculate(mut self) -> PpResult {
+        if self.attributes.is_none() {
+            let attribtes = stars(self.map, self.mods);
+            self.attributes.replace(attribtes);
+        }
+
+        if self.acc.is_none() {
+            let n_objects = self.map.hit_objects.len();
+
+            let remaining = n_objects
+                .saturating_sub(self.n300.unwrap_or(0))
+                .saturating_sub(self.n100.unwrap_or(0))
+                .saturating_sub(self.n50.unwrap_or(0))
+                .saturating_sub(self.n_misses);
+
+            if remaining > 0 {
+                if self.n300.is_none() {
+                    self.n300.replace(remaining);
+                    self.n100.get_or_insert(0);
+                    self.n50.get_or_insert(0);
+                } else if self.n100.is_none() {
+                    self.n100.replace(remaining);
+                    self.n50.get_or_insert(0);
+                } else if self.n50.is_none() {
+                    self.n50.replace(remaining);
+                } else {
+                    *self.n300.as_mut().unwrap() += remaining;
+                }
+            }
+
+            let numerator =
+                self.n50.unwrap() * 50 + self.n100.unwrap() * 100 + self.n300.unwrap() * 300;
+            self.acc.replace(numerator as f32 / n_objects as f32);
+        }
+
+        let total_hits = self.total_hits();
+        let mut multiplier = 1.12;
+
+        if self.mods.nf() {
+            multiplier *= (1.0 - 0.02 * self.n_misses as f32).max(0.9);
+        }
+
+        if self.mods.so() {
+            let spinner_count = self
+                .map
+                .hit_objects
+                .iter()
+                .filter(|h| h.is_spinner())
+                .count();
+
+            multiplier *= 1.0 - (spinner_count as f32 / total_hits as f32).powf(0.85);
+        }
+
+        let aim_value = self.compute_aim_value(total_hits as f32);
+        let speed_value = self.compute_speed_value(total_hits as f32);
+        let acc_value = self.compute_accuracy_value(total_hits);
+
+        let pp = (aim_value.powf(1.1) + speed_value.powf(1.1) + acc_value.powf(1.1))
+            .powf(1.0 / 1.1)
+            * multiplier;
+
+        PpResult {
+            pp,
+            attributes: self.attributes.unwrap(),
+        }
+    }
+
+    fn compute_aim_value(&self, total_hits: f32) -> f32 {
+        let attributes = self.attributes.as_ref().unwrap();
+
+        // TD penalty
+        let raw_aim = if self.mods.td() {
+            attributes.aim_strain.powf(0.8)
+        } else {
+            attributes.aim_strain
+        };
+
+        let mut aim_value = (5.0 * (raw_aim / 0.0675).max(1.0) - 4.0).powi(3) / 100_000.0;
+
+        // Longer maps are worth more
+        let len_bonus = 0.95
+            + 0.4 * (total_hits / 2000.0).min(1.0)
+            + (total_hits > 2000.0) as u8 as f32 * 0.5 * (total_hits / 2000.0).log10();
+        aim_value *= len_bonus;
+
+        // Penalize misses
+        if self.n_misses > 0 {
+            aim_value *= 0.97
+                * (1.0 - (self.n_misses as f32 / total_hits).powf(0.775))
+                    .powi(self.n_misses as i32);
+        }
+
+        // Combo scaling
+        if let Some(combo) = self.combo.filter(|_| attributes.max_combo > 0) {
+            aim_value *= ((combo as f32 / attributes.max_combo as f32).powf(0.8)).min(1.0);
+        }
+
+        // AR bonus
+        let mut ar_factor = 0.0;
+        if attributes.ar > 10.33 {
+            ar_factor += 0.4 * (attributes.ar - 10.33);
+        } else if attributes.ar < 8.0 {
+            ar_factor += 0.1 * (8.0 - attributes.ar);
+        }
+        aim_value *= 1.0 + ar_factor.min(ar_factor * total_hits / 1000.0);
+
+        // HD bonus
+        if self.mods.hd() {
+            aim_value *= 1.0 + 0.04 * (12.0 - attributes.ar);
+        }
+
+        // FL bonus
+        if self.mods.fl() {
+            aim_value *= 1.0
+                + 0.35 * (total_hits / 200.0).min(1.0)
+                + (total_hits > 200.0) as u8 as f32 * 0.3 * ((total_hits - 200.0) / 300.0).min(1.0)
+                + (total_hits > 500.0) as u8 as f32 * (total_hits - 500.0) / 1200.0;
+        }
+
+        // Scale with accuracy
+        aim_value *= 0.5 + self.acc.unwrap() / 2.0;
+        aim_value *= 0.98 + attributes.od * attributes.od / 2500.0;
+
+        aim_value
+    }
+
+    fn compute_speed_value(&self, total_hits: f32) -> f32 {
+        let attributes = self.attributes.as_ref().unwrap();
+
+        let mut speed_value =
+            (5.0 * (attributes.speed_strain / 0.0675).max(1.0) - 4.0).powi(3) / 100_000.0;
+
+        // Longer maps are worth more
+        let len_bonus = 0.95
+            + 0.4 * (total_hits / 2000.0).min(1.0)
+            + (total_hits > 2000.0) as u8 as f32 * 0.5 * (total_hits / 2000.0).log10();
+        speed_value *= len_bonus;
+
+        // Penalize misses
+        if self.n_misses > 0 {
+            speed_value *= 0.97
+                * (1.0 - (self.n_misses as f32 / total_hits).powf(0.775))
+                    .powf((self.n_misses as f32).powf(0.875));
+        }
+
+        // Combo scaling
+        if let Some(combo) = self.combo.filter(|_| attributes.max_combo > 0) {
+            speed_value *= ((combo as f32 / attributes.max_combo as f32).powf(0.8)).min(1.0);
+        }
+
+        // AR bonus
+        if attributes.ar > 10.33 {
+            let ar_factor = 0.4 * (attributes.ar - 10.33);
+            speed_value *= 1.0 + ar_factor.min(ar_factor * total_hits / 1000.0);
+        }
+
+        // HD bonus
+        if self.mods.hd() {
+            speed_value *= 1.0 + 0.04 * (12.0 - attributes.ar);
+        }
+
+        // Scaling the speed value with accuracy and OD
+        speed_value *= (0.95 + attributes.od * attributes.od / 750.0)
+            * self
+                .acc
+                .unwrap()
+                .powf((14.5 - attributes.od.max(8.0)) / 8.0);
+
+        // Penalize n50s
+        speed_value *= 0.98_f32.powf(
+            (self.n50.unwrap_or(0) as f32 >= total_hits / 500.0) as u8 as f32
+                * (self.n50.unwrap_or(0) as f32 - total_hits / 500.0),
+        );
+
+        speed_value
+    }
+
+    fn compute_accuracy_value(&self, total_hits: usize) -> f32 {
+        let n_circles = self
+            .map
+            .hit_objects
+            .iter()
+            .filter(|h| h.is_circle())
+            .count();
+
+        let better_acc_percentage = (n_circles > 0) as u8 as f32
+            * (((self.n300.unwrap() - (total_hits - n_circles)) * 6
+                + self.n100.unwrap_or(0) * 2
+                + self.n50.unwrap_or(0)) as f32
+                / (n_circles * 6) as f32)
+                .max(0.0);
+
+        let attributes = self.attributes.as_ref().unwrap();
+
+        let mut acc_value = 1.52163_f32.powf(attributes.od) * better_acc_percentage.powi(24) * 2.83;
+
+        // Bonus for many hitcircles
+        acc_value *= ((n_circles as f32 / 1000.0).powf(0.3)).min(1.15);
+
+        // HD bonus
+        if self.mods.hd() {
+            acc_value *= 1.08;
+        }
+
+        // FL bonus
+        if self.mods.fl() {
+            acc_value *= 1.02;
+        }
+
+        acc_value
+    }
+
+    #[inline]
+    fn total_hits(&self) -> usize {
+        self.n300.unwrap_or(0) + self.n100.unwrap_or(0) + self.n50.unwrap_or(0) + self.n_misses
+    }
+}
@@ -151,6 +151,158 @@ fn norm(p: f32, a: f32, b: f32, c: f32) -> f32 {
    (a.powf(p) + b.powf(p) + c.powf(p)).powf(p.recip())
 }

+pub struct PpResult {
+    pub pp: f32,
+    pub stars: f32,
+}
+
+pub trait PpProvider {
+    fn pp(&self) -> PpCalculator;
+}
+
+impl PpProvider for Beatmap {
+    #[inline]
+    fn pp(&self) -> PpCalculator {
+        PpCalculator::new(self)
+    }
+}
+
+// TODO: Allow partial plays
+pub struct PpCalculator<'m> {
+    map: &'m Beatmap,
+    stars: Option<f32>,
+    mods: u32,
+    max_combo: usize,
+    combo: Option<usize>,
+    acc: f32,
+    n_misses: usize,
+}
+
+impl<'m> PpCalculator<'m> {
+    #[inline]
+    pub fn new(map: &'m Beatmap) -> Self {
+        let max_combo = map.hit_objects.iter().filter(|h| h.is_circle()).count();
+
+        Self {
+            map,
+            stars: None,
+            mods: 0,
+            max_combo,
+            combo: None,
+            acc: 100.0,
+            n_misses: 0,
+        }
+    }
+
+    #[inline]
+    pub fn stars(mut self, stars: f32) -> Self {
+        self.stars.replace(stars);
+
+        self
+    }
+
+    #[inline]
+    pub fn mods(mut self, mods: u32) -> Self {
+        self.mods = mods;
+
+        self
+    }
+
+    #[inline]
+    pub fn combo(mut self, combo: usize) -> Self {
+        self.combo.replace(combo);
+
+        self
+    }
+
+    #[inline]
+    pub fn misses(mut self, n_misses: usize) -> Self {
+        self.n_misses = n_misses;
+
+        self
+    }
+
+    /// Set the accuracy between 0.0 and 100.0;
+    #[inline]
+    pub fn accuracy(mut self, acc: f32) -> Self {
+        self.acc = acc / 100.0;
+
+        self
+    }
+
+    pub fn calculate(self) -> PpResult {
+        let stars = self.stars.unwrap_or_else(|| stars(self.map, self.mods));
+
+        let mut multiplier = 1.1;
+
+        if self.mods.nf() {
+            multiplier *= 0.9;
+        }
+
+        if self.mods.hd() {
+            multiplier *= 1.1;
+        }
+
+        // TODO: Consider HR & co?
+        let hit_window = difficulty_range(self.map.od) as i32 as f32 / self.mods.speed();
+
+        let strain_value = self.compute_strain_value(stars);
+        let acc_value = self.compute_accuracy_value(hit_window);
+
+        let pp = (strain_value.powf(1.1) + acc_value.powf(1.1)).powf(1.0 / 1.1) * multiplier;
+
+        PpResult { stars, pp }
+    }
+
+    fn compute_strain_value(&self, stars: f32) -> f32 {
+        let exp_base = 5.0 * (stars / 0.0075).max(1.0) - 4.0;
+        let mut strain = exp_base * exp_base / 100_000.0;
+
+        // Longer maps are worth more
+        let len_bonus = 1.0 + 0.1 * (self.max_combo as f32 / 1500.0).min(1.0);
+        strain *= len_bonus;
+
+        // Penalize misses exponentially
+        strain *= 0.985_f32.powi(self.n_misses as i32);
+
+        // HD bonus
+        if self.mods.hd() {
+            strain *= 1.025;
+        }
+
+        // FL bonus
+        if self.mods.fl() {
+            strain *= 1.05 * len_bonus;
+        }
+
+        // Scale with accuracy
+        strain * self.acc
+    }
+
+    #[inline]
+    fn compute_accuracy_value(&self, hit_window: f32) -> f32 {
+        (150.0 / hit_window).powf(1.1)
+            * self.acc.powi(15)
+            * 22.0
+            * (self.max_combo as f32 / 1500.0).powf(0.3).min(1.15)
+    }
+}
+
+const HITWINDOW_MIN: f32 = 50.0;
+const HITWINDOW_AVG: f32 = 35.0;
+const HITWINDOW_MAX: f32 = 20.0;
+
+#[inline]
+fn difficulty_range(od: f32) -> f32 {
+    if od > 5.0 {
+        HITWINDOW_AVG + (HITWINDOW_MAX - HITWINDOW_AVG) * (od - 5.0) / 5.0
+    } else if od < 5.0 {
+        HITWINDOW_AVG - (HITWINDOW_AVG - HITWINDOW_MIN) * (5.0 - od) / 5.0
+    } else {
+        HITWINDOW_AVG
+    }
+}
+
 #[cfg(test)]
 mod tests {
    use super::*;