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bipartite.h
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bipartite.h
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#ifndef MATCHPY_BIPARTITE_H
#define MATCHPY_BIPARTITE_H
#include <deque>
#include <map>
#include <set>
#include <symengine/basic.h>
#include <symengine/pow.h>
#include <symengine/add.h>
#include "common.h"
using namespace std;
typedef tuple<int, int> TItem; // either TLeft or TRight, use <variant> instead?
typedef TItem TRight;
typedef TItem TLeft;
const int LEFT = 0;
const int RIGHT = 1;
typedef map<tuple<int, int>, tuple<int, int>> Matching;
//(Generic[TLeft, TRight, TEdgeValue], MutableMapping[Tuple[TLeft, TRight],
//TEdgeValue])
/*
* A bipartite graph representation.
*/
template <typename TEdgeValue>
class BipartiteGraph
{
public:
// Node = Tuple[int, Union[TLeft, TRight]]
// typedef tuple<int, variant<TLeft, TRight>> Node; ???
typedef tuple<int, TItem> Node;
typedef vector<Node> NodeList;
typedef set<Node> NodeSet;
typedef tuple<TLeft, TRight> Edge;
map<Edge, TEdgeValue> _edges;
map<int, int> _matching;
vector<int> _dfs_paths;
map<int, int> _dfs_parent;
set<TLeft> _left;
set<TRight> _right;
map<Node, set<Node>> _graph;
BipartiteGraph()
{
}
void __setitem__(Edge key, TEdgeValue value)
{
// if not isinstance(key, tuple) or len(key) != 2:
// raise TypeError("The edge must be a 2-tuple")
_edges[key] = value;
_left.insert(get<0>(key));
_right.insert(get<1>(key));
//_graph.setdefault((LEFT, key[0]), set()).add((RIGHT, key[1]));
tuple<int, TLeft> k1 = make_tuple(LEFT, get<0>(key));
if (_graph.find(k1) == _graph.end()) {
_graph[k1] = set<tuple<int, TRight>>();
}
_graph[k1].insert(make_tuple(RIGHT, get<1>(key)));
//_graph.setdefault((RIGHT, key[1]), set()).add((LEFT, key[0]));
tuple<int, TRight> k2 = make_tuple(RIGHT, get<1>(key));
if (_graph.find(k2) == _graph.end()) {
_graph[k2] = set<tuple<int, TLeft>>();
}
_graph[k2].insert(make_tuple(LEFT, get<0>(key)));
}
TEdgeValue &__getitem__(Edge key)
{
return _edges[key];
}
void __delitem__(Edge key)
{
_edges.erase(key);
// if all(l != key[0] for (l, _) in self._edges):
// self._left.remove(key[0])
for (const pair<Edge, TEdgeValue> &p : _edges) {
TLeft l = get<0>(p.first);
if (l == get<0>(key)) {
_left.erase(get<0>(key));
break;
}
}
// if all(r != key[1] for (_, r) in self._edges):
// self._right.remove(key[1])
for (const pair<Edge, TEdgeValue> &p : _edges) {
TRight l = get<1>(p.first);
if (l == get<1>(key)) {
_right.erase(get<0>(key));
break;
}
}
// self._graph[(LEFT, key[0])].remove((RIGHT, key[1]))
_graph[make_tuple(LEFT, get<0>(key))].erase(
make_tuple(RIGHT, get<1>(key)));
// self._graph[(RIGHT, key[1])].remove((LEFT, key[0]))
_graph[make_tuple(RIGHT, get<1>(key))].erase(
make_tuple(LEFT, get<0>(key)));
}
// def edges_with_labels(self):
// """Returns a view on the edges with labels."""
// return self._edges.items()
// def edges(self):
// return self._edges.keys()
void clear()
{
_edges.clear();
_left.clear();
_right.clear();
_graph.clear();
}
};
template <typename TEdgeType>
class HopcroftKarp
{
public:
HopcroftKarp(BipartiteGraph<TEdgeType> &bipartite) : bipartite(bipartite)
{
reference_distance = -1;
}
int hopcroft_karp()
{
pair_left.clear();
pair_right.clear();
dist_left.clear();
vertex_queue.clear();
int matching = 0;
while (true) {
if (!_bfs_hopcroft_karp())
break;
for (const TLeft &left : bipartite._left) {
if ((pair_left.find(left) == pair_left.end())
&& _dfs_hopcroft_karp(left)) {
matching++;
}
}
}
return matching;
}
void dump_state()
{
cout << endl;
for (const pair<TLeft, TRight> &p : pair_left) {
int l = get<1>(p.first);
cout << l << " " << get<1>(p.second) << endl;
}
cout << endl;
cout << "Distances:\n";
for (const pair<TLeft, int> &p : dist_left) {
cout << "Vertex: " << get<1>(p.first) << " " << p.second << endl;
}
return;
}
private:
map<TLeft, TRight> pair_left;
map<TRight, TLeft> pair_right;
BipartiteGraph<TEdgeType> &bipartite;
deque<TLeft> vertex_queue;
map<TLeft, int> dist_left;
int reference_distance;
bool _bfs_hopcroft_karp()
{
for (const TLeft &left_vert : bipartite._left) {
if (pair_left.find(left_vert) == pair_left.end()) {
vertex_queue.push_back(left_vert);
dist_left[left_vert] = 0;
} else {
dist_left.erase(left_vert);
}
}
reference_distance = -1;
while (true) {
if (vertex_queue.size() == 0)
break;
TLeft &left_vertex = vertex_queue.front();
vertex_queue.pop_front();
if (dist_left.find(left_vertex) == dist_left.end())
continue;
for (const tuple<int, TRight> &p :
bipartite._graph[make_tuple(LEFT, left_vertex)]) {
if (get<0>(p) == LEFT) {
// not a left vertex, continue
throw("inconsistent graph");
}
const TRight &right_vertex = get<1>(p);
if (pair_right.find(right_vertex) == pair_right.end()) {
if (reference_distance == -1) {
reference_distance = dist_left[left_vertex] + 1;
}
} else {
TLeft &other_left = pair_right.at(right_vertex);
if (dist_left.find(other_left) == dist_left.end()) {
dist_left[other_left] = dist_left[left_vertex] + 1;
vertex_queue.push_back(other_left);
}
}
}
}
return reference_distance != -1;
}
bool _dfs_hopcroft_karp(const TLeft &left)
{
for (const tuple<int, TRight> &p :
bipartite._graph[make_tuple(LEFT, left)]) {
const TRight &right = get<1>(p);
int distance;
if (pair_right.find(right) == pair_right.end()) {
distance = reference_distance;
} else {
TLeft &other_left = pair_right.at(right);
if (dist_left.find(other_left) == dist_left.end()) {
distance = reference_distance;
} else {
distance = dist_left.at(other_left);
}
}
if (distance == dist_left.at(left) + 1) {
pair_left[left] = right;
pair_right[right] = left;
return true;
}
}
dist_left.erase(left);
return false;
}
};
int get0(tuple<int, int> a)
{
return get<0>(a);
}
int get1(tuple<int, int> a)
{
return get<1>(a);
}
#endif