树状数组

树状数组(Fenwick Tree),也称为二进制索引树(Binary Indexed Tree),是一种用于高效处理动态数组前缀和查询及单点更新的数据结构。 支持区间查询 (\(Ologn\)) 和单点修改 (\(Ologn\))

Code

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template <typename T>
struct Fenwick {
int n;
std::vector<T> a;
Fenwick(int size) : n(size), a(n) {}
Fenwick(std::vector<T> &v) : n(v.size()), a(n) {
for (int i = 0; i < n; i++) {
add(i, v[i]);
}
}
void add(int x, T v) {
for (int i = x + 1; i <= n; i += i & -i) {
a[i - 1] += v;
}
}
/// @brief sum of [0, r]
T sum(int r) {
T ans = T{};
if (r < 0) {
return ans;
}
for (int i = r + 1; i > 0; i -= i & -i) {
ans += a[i - 1];
}
return ans;
}
/// @brief sum of [l, r]
T sum(int l, int r) { return sum(r) - sum(l - 1); }
int kth(T k) {
int x = 0;
for (int i = 1 << std::__lg(n); i; i /= 2) {
if (x + i <= n && k >= a[x + i - 1]) {
x += i;
k -= a[x - 1];
}
}
return x;
}
};

constexpr int inf = 1e9;
/// @note when use this, disable `sum(l, r)` and `kth(k)` !
struct Max {
i64 v;
Max(i64 val = -inf) : v(val) {}
Max &operator+=(const Max &rhs) {
v = std::max(v, rhs.v);
return *this;
}
};