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| 1 | +/// Implement (union by size) + (path compression) |
| 2 | +/// Reference: |
| 3 | +/// Zvi Galil and Giuseppe F. Italiano, |
| 4 | +/// Data structures and algorithms for disjoint set union problems |
| 5 | +pub struct Dsu { |
| 6 | + n: usize, |
| 7 | + // root node: -1 * component size |
| 8 | + // otherwise: parent |
| 9 | + parent_or_size: Vec<i32>, |
| 10 | +} |
1 | 11 |
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| 12 | +impl Dsu { |
| 13 | + // 0 <= size <= 10^8 is constrained. |
| 14 | + pub fn new(size: usize) -> Self { |
| 15 | + Self { |
| 16 | + n: size, |
| 17 | + parent_or_size: vec![-1; size], |
| 18 | + } |
| 19 | + } |
| 20 | + pub fn merge(&mut self, a: usize, b: usize) -> usize { |
| 21 | + assert!(a < self.n); |
| 22 | + assert!(b < self.n); |
| 23 | + let (mut x, mut y) = (self.leader(a), self.leader(b)); |
| 24 | + if x == y { |
| 25 | + return x; |
| 26 | + } |
| 27 | + if -self.parent_or_size[x] < -self.parent_or_size[y] { |
| 28 | + std::mem::swap(&mut x, &mut y); |
| 29 | + } |
| 30 | + self.parent_or_size[x] += self.parent_or_size[y]; |
| 31 | + self.parent_or_size[y] = x as i32; |
| 32 | + x |
| 33 | + } |
| 34 | + |
| 35 | + pub fn same(&mut self, a: usize, b: usize) -> bool { |
| 36 | + assert!(a < self.n); |
| 37 | + assert!(b < self.n); |
| 38 | + self.leader(a) == self.leader(b) |
| 39 | + } |
| 40 | + pub fn leader(&mut self, a: usize) -> usize { |
| 41 | + assert!(a < self.n); |
| 42 | + if self.parent_or_size[a] < 0 { |
| 43 | + return a; |
| 44 | + } |
| 45 | + self.parent_or_size[a] = self.leader(self.parent_or_size[a] as usize) as i32; |
| 46 | + self.parent_or_size[a] as usize |
| 47 | + } |
| 48 | + pub fn size(&mut self, a: usize) -> usize { |
| 49 | + assert!(a < self.n); |
| 50 | + let x = self.leader(a); |
| 51 | + -self.parent_or_size[x] as usize |
| 52 | + } |
| 53 | + pub fn groups(&mut self) -> Vec<Vec<usize>> { |
| 54 | + let mut leader_buf = vec![0; self.n]; |
| 55 | + let mut group_size = vec![0; self.n]; |
| 56 | + for i in 0..self.n { |
| 57 | + leader_buf[i] = self.leader(i); |
| 58 | + group_size[leader_buf[i]] += 1; |
| 59 | + } |
| 60 | + let mut result = vec![Vec::new(); self.n]; |
| 61 | + for i in 0..self.n { |
| 62 | + result[i].reserve(group_size[i]); |
| 63 | + } |
| 64 | + for i in 0..self.n { |
| 65 | + result[leader_buf[i]].push(i); |
| 66 | + } |
| 67 | + result |
| 68 | + .into_iter() |
| 69 | + .filter(|x| !x.is_empty()) |
| 70 | + .collect::<Vec<Vec<usize>>>() |
| 71 | + } |
| 72 | +} |
| 73 | + |
| 74 | +#[cfg(test)] |
| 75 | +mod tests { |
| 76 | + use super::*; |
| 77 | + |
| 78 | + #[test] |
| 79 | + fn dsu_works() { |
| 80 | + let mut d = Dsu::new(4); |
| 81 | + d.merge(0, 1); |
| 82 | + assert_eq!(d.same(0, 1), true); |
| 83 | + d.merge(1, 2); |
| 84 | + assert_eq!(d.same(0, 2), true); |
| 85 | + assert_eq!(d.size(0), 3); |
| 86 | + assert_eq!(d.same(0, 3), false); |
| 87 | + assert_eq!(d.groups(), vec![vec![0, 1, 2], vec![3]]); |
| 88 | + } |
| 89 | +} |
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