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HLD solution for Promotion Counting(Platinum) #4886

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121 changes: 117 additions & 4 deletions solutions/gold/usaco-696.mdx
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Expand Up @@ -3,6 +3,7 @@ id: usaco-696
source: USACO Platinum 2017 January
title: Promotion Counting
author: Benjamin Qi, Timothy Gao, William Yuan
contributors: Vaishnav Krishnan
---

[Official Editorial (Java)](http://www.usaco.org/current/data/sol_promote_platinum_jan17.html)
Expand Down Expand Up @@ -306,10 +307,122 @@ int main() {
</CPPSection>
</LanguageSection>

<IncompleteSection>
## Solution 3: HLD

Add Centroid Decomp/HLD Solution
**Time Complexity:** $\mathcal{O}(N\log ^2N)$

Sort the nodes from largest to smallest value, do path updates from each node to the root.
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<LanguageSection>
<CPPSection>

```cpp
#include <bits/stdc++.h>
using namespace std;

template <class T> class SumSegmentTree {
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private:
T DEFAULT = 0;

vector<T> segtree;
int len;

public:
SumSegmentTree(int len) : len(len), segtree(len * 2, DEFAULT) {}

void set(int ind, T val) {
ind += len;
segtree[ind] = val;
for (; ind > 1; ind /= 2) {
segtree[ind / 2] = segtree[ind] + segtree[ind ^ 1];
}
}

T range_sum(int start, int end) {
T sum = DEFAULT;
for (start += len, end += len; start < end; start /= 2, end /= 2) {
if (start % 2 == 1) { sum += segtree[start++]; }
if (end % 2 == 1) { sum += segtree[--end]; }
}
return sum;
}
};

void dfs_hld(vector<vector<int>> &edges, vector<vector<int>> &heavy_paths,
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ok i personally find this to be kind of ugly, ngl

IMO there's two ways to clean it up

  1. make these global arrays (sans might make u change it tho lol)
  2. lambda dfs

I would say don't change it yet, but be aware that you might be asked to later.

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i agree 👍

i would prefer a lambda function, but it's up to you

vector<int> &depth, vector<int> &sizes, int start) {
int heavy_child = -1;
++sizes[start];
for (int i : edges[start]) {
depth[i] = depth[start] + 1;
dfs_hld(edges, heavy_paths, depth, sizes, i);
sizes[start] += sizes[i];
if (heavy_child == -1 || sizes[heavy_child] < sizes[i]) heavy_child = i;
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}
if (heavy_child != -1) {
swap(heavy_paths[start], heavy_paths[heavy_child]);
heavy_paths[start].push_back(heavy_child);
}
}

Sort nodes from largest to smallest value, do path updates from itself the root.
int main() {
freopen("promote.in", "r", stdin);
freopen("promote.out", "w", stdout);
int N, current_value;
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cin >> N;
vector<pair<int, int>> cow_proficiency(N);
for (int i = 0; i < N; ++i) {
cin >> cow_proficiency[i].first;
cow_proficiency[i].second = i;
}
vector edges(N, vector<int>()), heavy_paths(N, vector<int>());

vector<int> sizes(N, 0), heavy_index(N, -1), path_index(N, -1), depth(N, 0),
parents(N, -1), ans(N, 0), cur_ans(N, 0);

</IncompleteSection>
for (int i = 1; i < N; ++i) {
cin >> parents[i];
edges[--parents[i]].push_back(i);
}

dfs_hld(edges, heavy_paths, depth, sizes, 0);
vector segtrees(N, SumSegmentTree<int>(0));
for (int i = 0; i < N; ++i) {
reverse(heavy_paths[i].begin(), heavy_paths[i].end());
for (int j = 0; j < (int)heavy_paths[i].size(); ++j) {
heavy_index[heavy_paths[i][j]] = i;
path_index[heavy_paths[i][j]] = j;
}
segtrees[i] = SumSegmentTree<int>((int)heavy_paths[i].size());
}

sort(cow_proficiency.begin(), cow_proficiency.end(), greater<pair<int, int>>());
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sort(cow_proficiency.begin(), cow_proficiency.end(), greater()) also works btw

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it works locally but throws a compile error on usaco

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most guide code is written to be submitted in C++ 17 I'm pretty sure

cuz like, with C++ there's literally no disadvantage with going with a higher version (I'm pretty sure)

if ur curious why, it's cuz of class template argument deduction

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it still throws a compilation error on usaco's website.

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oh lol, then change it back

for (auto &p : cow_proficiency) {
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if (heavy_index[p.second] != -1) {
ans[p.second] =
segtrees[heavy_index[p.second]].range_sum(0, path_index[p.second] + 1);
} else ans[p.second] = cur_ans[p.second];
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p.second = parents[p.second];
while (p.second >= 0) {
if (heavy_index[p.second] != -1) {
current_value = segtrees[heavy_index[p.second]].range_sum(0, 1);
segtrees[heavy_index[p.second]].set(0, current_value + 1);
if (path_index[p.second] + 1 <
(int)heavy_paths[heavy_index[p.second]].size()) {
current_value = segtrees[heavy_index[p.second]].range_sum(
path_index[p.second] + 1, path_index[p.second] + 2);
segtrees[heavy_index[p.second]].set(path_index[p.second] + 1,
--current_value);
}
p.second = parents[heavy_paths[heavy_index[p.second]][0]];
} else {
++cur_ans[p.second];
p.second = parents[p.second];
}
}
}
for (int i = 0; i < N; ++i) { cout << ans[i] << '\n'; }
}
```

</CPPSection>
</LanguageSection>
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