main.cpp
6.11 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
#include "PaperGraphWidget.h"
#include <QtWidgets/QApplication>
#include <QDebug>
#include <algorithm>
#include <exception>
#include <fstream>
#include <iterator>
#include <string>
#include <map>
#include <vector>
#include <boost/graph/fruchterman_reingold.hpp>
//#include <boost/graph/kamada_kawai_spring_layout.hpp>
#include <boost/graph/random_layout.hpp>
#include <boost/graph/circle_layout.hpp>
#include <boost/graph/dijkstra_shortest_paths.hpp>
#include <boost/algorithm/string.hpp> //boost::split
#include <boost/bimap.hpp>
using namespace std;
/**
* Constants
*/
const char* PAPER_FILENAME = "dblp-paper.txt";
enum GRAPH_LAYOUT {
RANDOM_LAYOUT,
CIRCLE_LAYOUT,
//KAMADA_KAWAI_LAYOUT,
FRUCHTERMAN_REINGOLD_LAYOUT //slow
};
const int LAYOUT_MODE = GRAPH_LAYOUT::RANDOM_LAYOUT;
const int SCREEN_SIZE = 500;
const int NODE_LIMIT = 100;
Graph read_graph(ifstream& in) throw(std::exception) {
/**
* Parse Paper dataset
* - paper_key, [author_list], publish_year
* Column Delimiter: ||
* Author list Delimiter: &&
*/
std::string line;
vector<std::string> tokens;
vector<std::string> authors;
vector<pair<string, string>> edges;
//String <--> int 양방향 변환을 위해 bidirectional map 상숑
//map<string, int> -> <vertex label, vertex index>
typedef boost::bimap<string, int> bm_type;
bm_type node_ids;
vector<simple_edge> edges_indexes; //int로 변환된 edge
int node_cnt = 0;
qDebug() << "* graph reading start";
//한 줄씩 읽어서 Parse
while (std::getline(in, line) && !line.empty()) {
//boost::split 이용해 문자열 분리
//tokens[0]: Paper-key. ex) conf/iastedCSN/KeimS06
//tokens[1]: Authors. ex) Werner Keim&&Arpad L. Scholtz
//tokens[2]: Published year.
boost::split(tokens, line, boost::is_any_of("||"), boost::token_compress_on);
boost::split(authors, tokens[1], boost::is_any_of("&&"), boost::token_compress_on);
const string& paper_key = tokens[0];
if (node_ids.left.find(paper_key) == node_ids.left.end()) {
node_ids.insert(bm_type::value_type(paper_key, node_cnt++));
}
for (auto author : authors) {
edges.push_back(pair<string, string>(paper_key, author));
if (node_ids.left.find(author) == node_ids.left.end()) {
node_ids.insert(bm_type::value_type(author, node_cnt++));
}
}
//debug
if (node_cnt > NODE_LIMIT) break;
}
qDebug() << "* graph reading complete";
qDebug() << "* # of nodes: " << node_cnt;
qDebug() << "* # of edges: " << edges.size();
//edge conversion
//<string, string> to <int, int>
//using boost::bimap (bidirectional map)
for (auto edge : edges) {
edges_indexes.push_back({
node_ids.left.find(edge.first)->get_right(),
node_ids.left.find(edge.second)->get_right()
});
}
//Graph --> defined in "PaperGraphWidget.h"
Graph graph(edges_indexes.begin(), edges_indexes.end(), node_ids.size());
//set index property
qDebug() << "* set vertex property start";
typedef typename graph_traits<Graph>::edge_iterator edge_iterator;
typedef typename graph_traits<Graph>::vertex_iterator vertex_iterator;
vertex_iterator vi, vi_end;
int i = 0;
for (boost::tie(vi, vi_end)=vertices(graph); vi!=vi_end; ++vi) {
//Vertex Property 설정
//index: 0 ~ ...
//name : map의 value(i) 기준으로 찾은 Key
// map --> map<string, int> (boost bidirectional map)
boost::put(vertex_index, graph, *vi, i);
boost::put(vertex_name, graph, *vi,
node_ids.right.find(i)->get_left());
++i;
}
qDebug() << "* set vertex property end";
//모든 edge weight 1로 만들기
//edge_iterator ei, ei_end;
//for (boost::tie(ei, ei_end)=boost::edges(graph); ei!=ei_end; ++ei) {
// boost::put(edge_weight, graph, *ei, 1);
//}
////path finding between two vertices
////using dijkstra algorithm
////ex) "Werner Keim" ---> "Arpad L. Scholtz" (in dataset 2nd line)
//qDebug() << "* path finding start";
//typedef graph_traits<Graph>::vertex_descriptor vertex_descriptor;
//std::vector<vertex_descriptor> parent(num_vertices(graph));
//std::vector<int> distance(num_vertices(graph));
//int start_idx = node_ids.left.find("Werner Keim")->get_right();
//vertex_descriptor start_v = vertex(start_idx, graph);
//dijkstra_shortest_paths(
// graph,
// start_v,
// predecessor_map(
// boost::make_iterator_property_map(parent.begin(), get(boost::vertex_index, graph))
// ).distance_map(boost::make_iterator_property_map(distance.begin(), get(boost::vertex_index, graph)))
//);
//qDebug() << "* path finding end";
//graph layout calculation
//using boost::random_graph_layout and boost::kamada_kawai_spring_layout
//vertex마다 계산된 좌표를 property에 적용
//예제 코드: http://www.boost.org/doc/libs/1_63_0/libs/graph/test/layout_test.cpp
//(-> 콘솔 기반)
qDebug() << "* make graph layout start";
typedef square_topology<> Topology;
minstd_rand gen;
Topology topology(gen, (double)SCREEN_SIZE);
Topology::point_type origin;
origin[0] = origin[1] = (double)SCREEN_SIZE;
Topology::point_difference_type extent;
extent[0] = extent[1] = (double)SCREEN_SIZE;
rectangle_topology<> rect_top(gen,
-SCREEN_SIZE/2, -SCREEN_SIZE/2,
SCREEN_SIZE/2, SCREEN_SIZE/2);
switch (LAYOUT_MODE) {
case GRAPH_LAYOUT::RANDOM_LAYOUT:
random_graph_layout(graph, get(vertex_position, graph), rect_top);
break;
case GRAPH_LAYOUT::CIRCLE_LAYOUT:
circle_graph_layout(graph, get(vertex_position, graph), SCREEN_SIZE/2);
break;
//case GRAPH_LAYOUT::KAMADA_KAWAI_LAYOUT:
// kamada_kawai_spring_layout(graph,
// get(vertex_position, graph),
// get(edge_weight, graph),
// topology,
// side_length((double)SCREEN_SIZE)
// );
// break;
case GRAPH_LAYOUT::FRUCHTERMAN_REINGOLD_LAYOUT:
fruchterman_reingold_force_directed_layout(graph,
get(vertex_position, graph),
topology,
attractive_force(square_distance_attractive_force())
.cooling(linear_cooling<double>(50))
);
break;
}
qDebug() << "* make graph layout end";
return graph;
}
int main(int argc, char *argv[])
{
QApplication app(argc, argv);
//app.setAttribute(Qt::AA_DontCreateNativeWidgetSiblings);
PaperGraphWidget w;
try {
ifstream fin(PAPER_FILENAME);
w.print_graph(read_graph(fin));
fin.close();
} catch (const std::exception& e) {
qDebug() << "Error: " << e.what();
return EXIT_FAILURE;
}
w.show();
return app.exec();
}