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use std::collections::VecDeque;
pub struct LinearFunction(i64, i64);
pub struct ConvexHullTrick {
d: VecDeque<LinearFunction>,
f: fn(&LinearFunction, i64) -> i64,
}
fn f(f: &LinearFunction, x: i64) -> i64 {
f.0 * x + f.1
}
impl ConvexHullTrick {
pub fn new() -> Self {
ConvexHullTrick {
d: VecDeque::new(),
f,
}
}
pub fn from(f: fn(&LinearFunction, i64) -> i64) -> Self {
ConvexHullTrick {
d: VecDeque::new(),
f,
}
}
fn check(f1: &LinearFunction, f2: &LinearFunction, f3: &LinearFunction) -> bool {
(f2.0 - f1.0) * (f3.1 - f2.1) >= (f2.1 - f1.1) * (f3.0 - f2.0)
}
pub fn add_line(&mut self, a: i64, b: i64) {
let f = LinearFunction(a, b);
while self.d.len() >= 2
&& ConvexHullTrick::check(&self.d[self.d.len() - 2], &self.d[self.d.len() - 1], &f)
{
self.d.pop_back();
}
self.d.push_back(f);
}
pub fn query(&mut self, x: i64) -> i64 {
while self.d.len() >= 2 && (self.f)(&(self.d)[0], x) >= (self.f)(&(self.d)[1], x) {
self.d.pop_front();
}
(self.f)(&(self.d)[0], x)
}
}
impl Default for ConvexHullTrick {
fn default() -> Self {
ConvexHullTrick::new()
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test_cht() {
let mut cht = ConvexHullTrick::new();
for (a, b) in &[(2, 0), (1, 1), (0, -1), (-1, 0)] {
cht.add_line(*a, *b);
}
let ans: Vec<_> = (0..10).map(|i| cht.query(-5 + i)).collect();
assert_eq!(ans, [-10, -8, -6, -4, -2, -1, -1, -2, -3, -4]);
}
}