Created
August 15, 2012 18:42
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Actor centrality in Cplusplus
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#include <set> | |
#include <string> | |
#include <map> | |
#include <fstream> | |
#include <iostream> | |
#include <vector> | |
#include <stdint.h> | |
using namespace std; | |
struct Node { | |
string name; | |
set<Node*> neighbours; | |
}; | |
struct Graph { | |
map<string, Node> nodes; | |
vector<string> actors; | |
}; | |
struct SortEntry { | |
double val; | |
string name; | |
bool operator<(const SortEntry & other) const { | |
return val < other.val; | |
} | |
}; | |
Graph read_graph() { | |
char line[1024]; | |
ifstream fin; | |
Graph G; | |
set<string> seen_actors; | |
fin.open("imdb-1.tsv"); | |
while (!fin.eof()) { | |
string actor, movie; | |
fin.getline(line, sizeof(line)); | |
size_t eol = strlen(line) + 1; | |
int state = 0; | |
size_t cs = 0; | |
for (size_t i = 0; i < eol; ++i) { | |
if (line[i] == '\t' or line[i] == 0) { | |
line[i] = 0; | |
if (state == 0) { | |
actor = (line+cs); | |
++state; | |
cs = i+1; | |
} else if (state == 1) { | |
movie = (line+cs); | |
++state; | |
cs = i+1; | |
} else if (state == 2) { | |
movie += "_"; | |
movie += (line+cs); | |
Node & an = G.nodes[actor]; an.name = actor; | |
Node & mn = G.nodes[movie]; mn.name = movie; | |
an.neighbours.insert(&mn); | |
mn.neighbours.insert(&an); | |
if (!seen_actors.count(actor)) { | |
G.actors.push_back(actor); | |
seen_actors.insert(actor); | |
} | |
} | |
} | |
} | |
} | |
return G; | |
} | |
double actor_centrality(Graph & G, string name) { | |
map<Node*, uint64_t> dists; | |
set<Node*> next; next.insert(&G.nodes[name]); | |
set<Node*> nnext; | |
set<Node*> *pnext = &next, *pnnext = &nnext; | |
uint64_t cdist = 0; | |
while (!pnext->empty()) { | |
pnnext->clear(); | |
for (Node * n : *pnext) { | |
if (!dists.count(n)) { | |
dists[n] = cdist; | |
for (Node * nn : n->neighbours) { | |
if (!dists.count(nn)) | |
pnnext->insert(nn); | |
} | |
} | |
} | |
++cdist; | |
set<Node*>* temp = pnnext; | |
pnnext = pnext; pnext = temp; | |
} | |
double sum = 0; | |
for (auto p : dists) | |
sum += p.second; | |
return sum / dists.size(); | |
} | |
int main(int argc, char const *argv[]) | |
{ | |
Graph g = read_graph(); | |
sort(g.actors.begin(), g.actors.end()); | |
vector<SortEntry> tree; | |
for(int i =0; i < 100; ++i) { | |
SortEntry e = {actor_centrality(g, g.actors[i]), g.actors[i]}; | |
cout << g.actors[i] << endl; | |
tree.push_back(e ); | |
} | |
sort(tree.begin(), tree.end()); | |
for(int i =1; i <=20; ++i) | |
cout << i << ": " << tree[i-1].name << ", " << tree[i-1].val << endl; | |
return 0; | |
} |
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