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| 1 | +// Reference: https://en.wikipedia.org/wiki/Fenwick_tree |
| 2 | +pub struct FenwickTree<T> { |
| 3 | + n: usize, |
| 4 | + ary: Vec<T>, |
| 5 | + e: T, |
| 6 | +} |
| 7 | + |
| 8 | +impl<T: Clone + std::ops::AddAssign<T>> FenwickTree<T> { |
| 9 | + pub fn new(n: usize, e: T) -> Self { |
| 10 | + FenwickTree { |
| 11 | + n: n, |
| 12 | + ary: vec![e.clone(); n], |
| 13 | + e: e, |
| 14 | + } |
| 15 | + } |
| 16 | + pub fn accum(&self, mut idx: usize) -> T { |
| 17 | + let mut sum = self.e.clone(); |
| 18 | + while idx > 0 { |
| 19 | + sum += self.ary[idx - 1].clone(); |
| 20 | + idx &= idx - 1; |
| 21 | + } |
| 22 | + sum |
| 23 | + } |
| 24 | + /// performs data[idx] += val; |
| 25 | + pub fn add<U: Clone>(&mut self, mut idx: usize, val: U) |
| 26 | + where |
| 27 | + T: std::ops::AddAssign<U>, |
| 28 | + { |
| 29 | + let n = self.n; |
| 30 | + idx += 1; |
| 31 | + while idx <= n { |
| 32 | + self.ary[idx - 1] += val.clone(); |
| 33 | + idx += idx & idx.wrapping_neg(); |
| 34 | + } |
| 35 | + } |
| 36 | + /// Returns data[l] + ... + data[r - 1]. |
| 37 | + pub fn sum(&self, l: usize, r: usize) -> T |
| 38 | + where |
| 39 | + T: std::ops::Sub<Output = T>, |
| 40 | + { |
| 41 | + self.accum(r) - self.accum(l) |
| 42 | + } |
| 43 | +} |
| 44 | + |
| 45 | +#[cfg(test)] |
| 46 | +mod tests { |
| 47 | + use super::*; |
| 48 | + |
| 49 | + #[test] |
| 50 | + fn fenwick_tree_works() { |
| 51 | + let mut bit = FenwickTree::new(5, 0i64); |
| 52 | + // [1, 2, 3, 4, 5] |
| 53 | + for i in 0..5 { |
| 54 | + bit.add(i, i as i64 + 1); |
| 55 | + } |
| 56 | + assert_eq!(bit.sum(0, 5), 15); |
| 57 | + assert_eq!(bit.sum(0, 4), 10); |
| 58 | + assert_eq!(bit.sum(1, 3), 5); |
| 59 | + } |
| 60 | +} |
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