BOOST graph cc1plus：内存分配不足
BOOST graph cc1plus: out of memory allocating
我正在使用 BOOST 解决图形挖掘问题，但是当我编译它时出现此错误：
cc1plus: out of memory allocating 1677721600 bytes after a total of
6270976 bytes
我该如何解决？以及如何改进此代码以使其更快并避免内存问题？
代码如下：
#include <boost/graph/adjacency_list.hpp>
#include <boost/graph/vf2_sub_graph_iso.hpp>
#include <boost/algorithm/string/split.hpp>
#include <boost/algorithm/string/classification.hpp>
#include <fstream>
#include <iostream>
#include <string>
#include <vector>
#include <algorithm>
#include <ctime>
#include <queue> // std::queue
// for mmap:
#include <sys/mman.h>
#include <sys/stat.h>
#include <fcntl.h>
using namespace std;
using namespace boost;
//==========STRUCTURES==========
// vertex
struct VertexProperties {
int id;
int label;
VertexProperties(unsigned i = 0, unsigned l = 0) : id(i), label(l) {}
};
// edge
struct EdgeProperties {
unsigned id;
unsigned label;
EdgeProperties(unsigned i = 0, unsigned l = 0) : id(i), label(l) {}
};
// Graph
struct GraphProperties {
unsigned id;
unsigned label;
GraphProperties(unsigned i = 0, unsigned l = 0) : id(i), label(l) {}
};
// adjency list
typedef boost::adjacency_list<boost::vecS, boost::vecS, boost::undirectedS, VertexProperties, EdgeProperties,
GraphProperties> Graph;
// descriptors
typedef boost::graph_traits<Graph>::vertex_descriptor vertex_t;
typedef std::pair<boost::graph_traits<Graph>::edge_descriptor, bool> edge_t;
// iterators
typedef graph_traits<Graph>::vertex_iterator vertex_iter;
typedef graph_traits<Graph>::edge_iterator edge_iter;
typedef std::pair<edge_iter, edge_iter> edge_pair;
//=================callback used fro subgraph_iso=================================================================
struct my_callback {
template <typename CorrespondenceMap1To2, typename CorrespondenceMap2To1>
bool operator()(CorrespondenceMap1To2 f, CorrespondenceMap2To1 g) const {
return false;
}
};
//==========handle_error==========
void handle_error(const char *msg) {
perror(msg);
exit(255);
}
//============READ ALL THE FILE AND RETURN A STRING===================
const char *readfromfile(const char *fname, size_t &length) {
int fd = open(fname, O_RDONLY);
if (fd == -1)
handle_error("open");
// obtain file size
struct stat sb;
if (fstat(fd, &sb) == -1)
handle_error("fstat");
length = sb.st_size;
const char *addr = static_cast<const char *>(mmap(NULL, length, PROT_READ, MAP_PRIVATE, fd, 0u));
if (addr == MAP_FAILED)
handle_error("mmap");
// TODO close fd at some point in time, call munmap(...)
return addr;
}
//==========SPLIT THE STRING BY NEWLINE (\n) ==========
vector<string> splitstringtolines(string const& str) {
vector<string> split_vector;
split(split_vector, str, is_any_of("\n"));
return split_vector;
}
//============Get a string starting from pos============
string getpos(int const& pos, string const& yy) {
size_t i = pos;
string str;
for (; yy[i] != ' ' && i < yy.length(); i++)
str += yy[i];
return str;
}
//==================read string vector and return graphs vector===================
std::vector<Graph> creategraphs(std::vector<string> const& fichlines) {
std::vector<Graph> dataG;
int compide = 0; // compteur de id edge
for (string yy : fichlines) {
switch (yy[0]) {
case 't': {
string str2 = getpos(4, yy);
unsigned gid = atoi(str2.c_str());
dataG.emplace_back(GraphProperties(gid, gid));
compide = 0;
} break;
case 'v': {
assert(!dataG.empty()); // assert will terminate the program if its argument turns out to be false
// cout<<yy<<endl;
int vId, vLabel;
string vvv = getpos(2, yy);
vId = atoi(vvv.c_str());
string vvvv = getpos((int)vvv.length() + 3, yy);
// cout<<vvvv<<endl;
vLabel = atoi(vvvv.c_str());
boost::add_vertex(VertexProperties(vId, vLabel), dataG.back());
}
break;
case 'e': { // cout<<yy<<endl;
assert(!dataG.empty()); // assert will terminate the program if its argument turns out to be false
int fromId, toId, eLabel;
string eee = getpos(2, yy);
// cout<<eee<<endl;
fromId = atoi(eee.c_str());
string eee2 = getpos((int)eee.length() + 3, yy);
// cout<<eee2<<endl;
toId = atoi(eee2.c_str());
int c = (int)eee.length() + (int)eee2.length() + 4;
// cout<<c<<endl;
string eee3 = getpos(c, yy);
// cout<<eee3<<endl;
eLabel = atoi(eee3.c_str());
boost::add_edge(fromId, toId, EdgeProperties(compide, eLabel), dataG.back());
compide++;
} break;
}
}
return dataG;
}
//============test if the graph connectivity========================================================
bool graphconnexe(Graph const& g) {
return num_edges(g) >= num_vertices(g) - 1;
}
//====================print the graph information========================================================
void printgraph(Graph const& gr) {
typedef std::pair<edge_iter, edge_iter> edge_pair;
std::cout << " contains " << num_vertices(gr) << " vertices, and " << num_edges(gr) << " edges " << std::endl;
if (graphconnexe(gr)) {
// Vertex list
if (num_vertices(gr) != 0) {
std::cout << " Vertex list: " << std::endl;
for (size_t i = 0; i < num_vertices(gr); ++i) // size_t vertice number in the graph
{
std::cout << " v[" << i << "] ID: " << gr[i].id << ", Label: " << gr[i].label << std::endl;
}
}
// Edge list
if (num_edges(gr) != 0) {
std::cout << " Edge list: " << std::endl;
edge_pair ep;
for (ep = edges(gr); ep.first != ep.second; ++ep.first) // ep edge number
{
vertex_t from = source(*ep.first, gr);
vertex_t to = target(*ep.first, gr);
edge_t edg = edge(from, to, gr);
std::cout << " e(" << gr[from].id << "," << gr[to].id << ") ID: " << gr[edg.first].id
<< " , Label: " << gr[edg.first].label << std::endl;
}
}
std::cout << "\n\n" << std::endl;
} else {
cout << "Please check this graph connectivity." << endl;
}
}
//=========================================================
/*bool gUe(Graph &g, edge_iter ep, Graph t) {
vertex_t from = source(*ep, t);
vertex_t to = target(*ep, t);
Graph::edge_descriptor copied_edge = boost::add_edge(from, to, t[*ep], g).first;
g[source(copied_edge, g)] = t[from];
g[target(copied_edge, g)] = t[to];
if (graphconnexe(g) && graphconnexe(t)) {
return vf2_subgraph_iso(g, t, my_callback());
} else {
return false;
}
}*/
//=================test if the given vertice exist in the graph=========================
bool verticeexist(Graph const& g, int const& vId, int const& vlabel) {
int cpt = 0;
if (num_edges(g) != 0) {
for (size_t i = 0; i < num_vertices(g); ++i) // size_t vertice number in the graph
{
if ((g[i].id == vId) && (g[i].label == vlabel)) {
cpt++;
}
}
}
return cpt != 0;
}
//=============test if the given edge exist in the graph===========================
bool edgeexist(Graph const& g, int const& fromid, int const& toid, unsigned const& elabel) {
int bn = 0;
if (graphconnexe(g)) {
if (num_edges(g) != 0) {
edge_pair ep;
for (ep = edges(g); ep.first != ep.second; ++ep.first) // ep edge number
{
vertex_t from = source(*ep.first, g);
vertex_t to = target(*ep.first, g);
edge_t edg = edge(from, to, g);
if ((g[from].id == fromid) && (g[to].id == toid) && (g[edg.first].label == elabel)) {
bn++;
}
}
}
}
return (bn != 0);
}
// =============test if thoses vertices are neighbours============================
bool verticesareneighbours(Graph const& g, int const& a, int const& b) {
int bn = 0;
if (graphconnexe(g)) {
if (num_edges(g) != 0) {
edge_pair ep;
for (ep = edges(g); ep.first != ep.second; ++ep.first) // ep edge number
{
vertex_t from = source(*ep.first, g);
vertex_t to = target(*ep.first, g);
if (((g[from].id == a) || (g[to].id == a)) && ((g[from].id == b) || (g[to].id == b))) {
bn++;
}
}
}
}
return (bn != 0);
}
//=============test if those edges are neighbours=============================
template <typename Graph, typename E = typename boost::graph_traits<Graph>::edge_descriptor>
bool edgesareneighbours(Graph const& g, E e1, E e2) {
std::set<vertex_t> vertex_set {
source(e1, g), target(e1, g),
source(e2, g), target(e2, g),
};
return graphconnexe(g) && vertex_set.size() < 4;
}
//===============if the graph is empty add the edge with vertices===========================
void emptygraphaddedge(Graph &g, int fromId, int toId, int eLabel) {
if (num_edges(g) == 0) {
boost::add_edge(fromId, toId, EdgeProperties(num_edges(g) + 1, eLabel), g);
}
}
//==============================M A I N P R O G R A M =======================================
int main() {
clock_t start = std::clock();
size_t length;
std::vector<Graph> dataG = creategraphs(splitstringtolines(readfromfile("testgUe.txt", length)));
typedef std::pair<edge_iter, edge_iter> edge_pair;
if (!dataG.empty()) {
cout<<"graphconnexe?"<<graphconnexe(dataG[0])<<endl;
cout<<"verticeexist?"<<verticeexist(dataG[0],1,4);
cout<<"verticeexist?"<<verticeexist(dataG[0],4,2);
cout<<"verticesareneighbours?"<<verticesareneighbours(dataG[0],1,4)<<endl;
cout<<"verticesareneighbours?"<<verticesareneighbours(dataG[0],4,2)<<endl;
cout<<"edgeexist?"<<edgeexist(dataG[0],1,4,16)<<endl;
cout<<"edgeexist?"<<edgeexist(dataG[0],1,4,12)<<endl;
edge_pair ep = edges(dataG[0]);
if (size(ep) >= 2) {
Graph::edge_descriptor e1 = *ep.first++;
Graph::edge_descriptor e2 = *ep.first++;
cout << "edgesareneighbours?" << edgesareneighbours(dataG[0], e1, e2) << endl;
}
}
// end and time
cout << "FILE Contains " << dataG.size() << " graphs.\nTIME: " << (std::clock() - start) / (double)CLOCKS_PER_SEC
<< "s" << endl; // fin du programme.
}
这是对 Coliru 上实时所需内存量下限的估计：
-
g++: internal compiler error: Killed (program cc1plus)
libbacktrace could not find executable to open
Please submit a full bug report,
with preprocessed source if appropriate.
See <http://gcc.gnu.org/bugs.html> for instructions.
-
/usr/local/libexec/gcc/x86_64-unknown-linux-gnu/4.9.2/cc1plus: error while loading shared libraries: libc.so.6: failed to map segment from shared object: Cannot allocate memory
-
virtual memory exhausted: Cannot allocate memory
-
virtual memory exhausted: Cannot allocate memory
-
virtual memory exhausted: Cannot allocate memory
-
graphconnexe?1
verticeexist?0verticeexist?0verticesareneighbours?0
verticesareneighbours?0
edgeexist?0
edgeexist?0
edgesareneighbours?1
FILE Contains 1 graphs.
TIME: 0s
看来512兆应该问题不大。修复您的编译器设置
- 有足够资源的计算机
- 相当新的编译器
- 检查标志（尝试更多和更少的优化、调试信息等）
在我的系统上，带有 -std=c++11 -Wall -pedantic -g -O0 -m32 的 gcc 4.9 从 32 兆字节开始工作：
$ bash -c '{ ulimit -v $((1024*32)); make -Bsn; }' /usr/lib/gcc-snapshot/bin/g++ -std=c++11 -Wall -pedantic -g -O0 -m32 -isystem /home/sehe/custom/boost -march=native test.cpp -o test
我正在使用 BOOST 解决图形挖掘问题，但是当我编译它时出现此错误：
cc1plus: out of memory allocating 1677721600 bytes after a total of 6270976 bytes
我该如何解决？以及如何改进此代码以使其更快并避免内存问题？
代码如下：
#include <boost/graph/adjacency_list.hpp>
#include <boost/graph/vf2_sub_graph_iso.hpp>
#include <boost/algorithm/string/split.hpp>
#include <boost/algorithm/string/classification.hpp>
#include <fstream>
#include <iostream>
#include <string>
#include <vector>
#include <algorithm>
#include <ctime>
#include <queue> // std::queue
// for mmap:
#include <sys/mman.h>
#include <sys/stat.h>
#include <fcntl.h>
using namespace std;
using namespace boost;
//==========STRUCTURES==========
// vertex
struct VertexProperties {
int id;
int label;
VertexProperties(unsigned i = 0, unsigned l = 0) : id(i), label(l) {}
};
// edge
struct EdgeProperties {
unsigned id;
unsigned label;
EdgeProperties(unsigned i = 0, unsigned l = 0) : id(i), label(l) {}
};
// Graph
struct GraphProperties {
unsigned id;
unsigned label;
GraphProperties(unsigned i = 0, unsigned l = 0) : id(i), label(l) {}
};
// adjency list
typedef boost::adjacency_list<boost::vecS, boost::vecS, boost::undirectedS, VertexProperties, EdgeProperties,
GraphProperties> Graph;
// descriptors
typedef boost::graph_traits<Graph>::vertex_descriptor vertex_t;
typedef std::pair<boost::graph_traits<Graph>::edge_descriptor, bool> edge_t;
// iterators
typedef graph_traits<Graph>::vertex_iterator vertex_iter;
typedef graph_traits<Graph>::edge_iterator edge_iter;
typedef std::pair<edge_iter, edge_iter> edge_pair;
//=================callback used fro subgraph_iso=================================================================
struct my_callback {
template <typename CorrespondenceMap1To2, typename CorrespondenceMap2To1>
bool operator()(CorrespondenceMap1To2 f, CorrespondenceMap2To1 g) const {
return false;
}
};
//==========handle_error==========
void handle_error(const char *msg) {
perror(msg);
exit(255);
}
//============READ ALL THE FILE AND RETURN A STRING===================
const char *readfromfile(const char *fname, size_t &length) {
int fd = open(fname, O_RDONLY);
if (fd == -1)
handle_error("open");
// obtain file size
struct stat sb;
if (fstat(fd, &sb) == -1)
handle_error("fstat");
length = sb.st_size;
const char *addr = static_cast<const char *>(mmap(NULL, length, PROT_READ, MAP_PRIVATE, fd, 0u));
if (addr == MAP_FAILED)
handle_error("mmap");
// TODO close fd at some point in time, call munmap(...)
return addr;
}
//==========SPLIT THE STRING BY NEWLINE (\n) ==========
vector<string> splitstringtolines(string const& str) {
vector<string> split_vector;
split(split_vector, str, is_any_of("\n"));
return split_vector;
}
//============Get a string starting from pos============
string getpos(int const& pos, string const& yy) {
size_t i = pos;
string str;
for (; yy[i] != ' ' && i < yy.length(); i++)
str += yy[i];
return str;
}
//==================read string vector and return graphs vector===================
std::vector<Graph> creategraphs(std::vector<string> const& fichlines) {
std::vector<Graph> dataG;
int compide = 0; // compteur de id edge
for (string yy : fichlines) {
switch (yy[0]) {
case 't': {
string str2 = getpos(4, yy);
unsigned gid = atoi(str2.c_str());
dataG.emplace_back(GraphProperties(gid, gid));
compide = 0;
} break;
case 'v': {
assert(!dataG.empty()); // assert will terminate the program if its argument turns out to be false
// cout<<yy<<endl;
int vId, vLabel;
string vvv = getpos(2, yy);
vId = atoi(vvv.c_str());
string vvvv = getpos((int)vvv.length() + 3, yy);
// cout<<vvvv<<endl;
vLabel = atoi(vvvv.c_str());
boost::add_vertex(VertexProperties(vId, vLabel), dataG.back());
}
break;
case 'e': { // cout<<yy<<endl;
assert(!dataG.empty()); // assert will terminate the program if its argument turns out to be false
int fromId, toId, eLabel;
string eee = getpos(2, yy);
// cout<<eee<<endl;
fromId = atoi(eee.c_str());
string eee2 = getpos((int)eee.length() + 3, yy);
// cout<<eee2<<endl;
toId = atoi(eee2.c_str());
int c = (int)eee.length() + (int)eee2.length() + 4;
// cout<<c<<endl;
string eee3 = getpos(c, yy);
// cout<<eee3<<endl;
eLabel = atoi(eee3.c_str());
boost::add_edge(fromId, toId, EdgeProperties(compide, eLabel), dataG.back());
compide++;
} break;
}
}
return dataG;
}
//============test if the graph connectivity========================================================
bool graphconnexe(Graph const& g) {
return num_edges(g) >= num_vertices(g) - 1;
}
//====================print the graph information========================================================
void printgraph(Graph const& gr) {
typedef std::pair<edge_iter, edge_iter> edge_pair;
std::cout << " contains " << num_vertices(gr) << " vertices, and " << num_edges(gr) << " edges " << std::endl;
if (graphconnexe(gr)) {
// Vertex list
if (num_vertices(gr) != 0) {
std::cout << " Vertex list: " << std::endl;
for (size_t i = 0; i < num_vertices(gr); ++i) // size_t vertice number in the graph
{
std::cout << " v[" << i << "] ID: " << gr[i].id << ", Label: " << gr[i].label << std::endl;
}
}
// Edge list
if (num_edges(gr) != 0) {
std::cout << " Edge list: " << std::endl;
edge_pair ep;
for (ep = edges(gr); ep.first != ep.second; ++ep.first) // ep edge number
{
vertex_t from = source(*ep.first, gr);
vertex_t to = target(*ep.first, gr);
edge_t edg = edge(from, to, gr);
std::cout << " e(" << gr[from].id << "," << gr[to].id << ") ID: " << gr[edg.first].id
<< " , Label: " << gr[edg.first].label << std::endl;
}
}
std::cout << "\n\n" << std::endl;
} else {
cout << "Please check this graph connectivity." << endl;
}
}
//=========================================================
/*bool gUe(Graph &g, edge_iter ep, Graph t) {
vertex_t from = source(*ep, t);
vertex_t to = target(*ep, t);
Graph::edge_descriptor copied_edge = boost::add_edge(from, to, t[*ep], g).first;
g[source(copied_edge, g)] = t[from];
g[target(copied_edge, g)] = t[to];
if (graphconnexe(g) && graphconnexe(t)) {
return vf2_subgraph_iso(g, t, my_callback());
} else {
return false;
}
}*/
//=================test if the given vertice exist in the graph=========================
bool verticeexist(Graph const& g, int const& vId, int const& vlabel) {
int cpt = 0;
if (num_edges(g) != 0) {
for (size_t i = 0; i < num_vertices(g); ++i) // size_t vertice number in the graph
{
if ((g[i].id == vId) && (g[i].label == vlabel)) {
cpt++;
}
}
}
return cpt != 0;
}
//=============test if the given edge exist in the graph===========================
bool edgeexist(Graph const& g, int const& fromid, int const& toid, unsigned const& elabel) {
int bn = 0;
if (graphconnexe(g)) {
if (num_edges(g) != 0) {
edge_pair ep;
for (ep = edges(g); ep.first != ep.second; ++ep.first) // ep edge number
{
vertex_t from = source(*ep.first, g);
vertex_t to = target(*ep.first, g);
edge_t edg = edge(from, to, g);
if ((g[from].id == fromid) && (g[to].id == toid) && (g[edg.first].label == elabel)) {
bn++;
}
}
}
}
return (bn != 0);
}
// =============test if thoses vertices are neighbours============================
bool verticesareneighbours(Graph const& g, int const& a, int const& b) {
int bn = 0;
if (graphconnexe(g)) {
if (num_edges(g) != 0) {
edge_pair ep;
for (ep = edges(g); ep.first != ep.second; ++ep.first) // ep edge number
{
vertex_t from = source(*ep.first, g);
vertex_t to = target(*ep.first, g);
if (((g[from].id == a) || (g[to].id == a)) && ((g[from].id == b) || (g[to].id == b))) {
bn++;
}
}
}
}
return (bn != 0);
}
//=============test if those edges are neighbours=============================
template <typename Graph, typename E = typename boost::graph_traits<Graph>::edge_descriptor>
bool edgesareneighbours(Graph const& g, E e1, E e2) {
std::set<vertex_t> vertex_set {
source(e1, g), target(e1, g),
source(e2, g), target(e2, g),
};
return graphconnexe(g) && vertex_set.size() < 4;
}
//===============if the graph is empty add the edge with vertices===========================
void emptygraphaddedge(Graph &g, int fromId, int toId, int eLabel) {
if (num_edges(g) == 0) {
boost::add_edge(fromId, toId, EdgeProperties(num_edges(g) + 1, eLabel), g);
}
}
//==============================M A I N P R O G R A M =======================================
int main() {
clock_t start = std::clock();
size_t length;
std::vector<Graph> dataG = creategraphs(splitstringtolines(readfromfile("testgUe.txt", length)));
typedef std::pair<edge_iter, edge_iter> edge_pair;
if (!dataG.empty()) {
cout<<"graphconnexe?"<<graphconnexe(dataG[0])<<endl;
cout<<"verticeexist?"<<verticeexist(dataG[0],1,4);
cout<<"verticeexist?"<<verticeexist(dataG[0],4,2);
cout<<"verticesareneighbours?"<<verticesareneighbours(dataG[0],1,4)<<endl;
cout<<"verticesareneighbours?"<<verticesareneighbours(dataG[0],4,2)<<endl;
cout<<"edgeexist?"<<edgeexist(dataG[0],1,4,16)<<endl;
cout<<"edgeexist?"<<edgeexist(dataG[0],1,4,12)<<endl;
edge_pair ep = edges(dataG[0]);
if (size(ep) >= 2) {
Graph::edge_descriptor e1 = *ep.first++;
Graph::edge_descriptor e2 = *ep.first++;
cout << "edgesareneighbours?" << edgesareneighbours(dataG[0], e1, e2) << endl;
}
}
// end and time
cout << "FILE Contains " << dataG.size() << " graphs.\nTIME: " << (std::clock() - start) / (double)CLOCKS_PER_SEC
<< "s" << endl; // fin du programme.
}
这是对 Coliru 上实时所需内存量下限的估计：
-
g++: internal compiler error: Killed (program cc1plus) libbacktrace could not find executable to open Please submit a full bug report, with preprocessed source if appropriate. See <http://gcc.gnu.org/bugs.html> for instructions. -
/usr/local/libexec/gcc/x86_64-unknown-linux-gnu/4.9.2/cc1plus: error while loading shared libraries: libc.so.6: failed to map segment from shared object: Cannot allocate memory -
virtual memory exhausted: Cannot allocate memory -
virtual memory exhausted: Cannot allocate memory -
virtual memory exhausted: Cannot allocate memory -
graphconnexe?1 verticeexist?0verticeexist?0verticesareneighbours?0 verticesareneighbours?0 edgeexist?0 edgeexist?0 edgesareneighbours?1 FILE Contains 1 graphs. TIME: 0s
看来512兆应该问题不大。修复您的编译器设置
- 有足够资源的计算机
- 相当新的编译器
- 检查标志（尝试更多和更少的优化、调试信息等）
在我的系统上，带有 -std=c++11 -Wall -pedantic -g -O0 -m32 的 gcc 4.9 从 32 兆字节开始工作：
$ bash -c '{ ulimit -v $((1024*32)); make -Bsn; }' /usr/lib/gcc-snapshot/bin/g++ -std=c++11 -Wall -pedantic -g -O0 -m32 -isystem /home/sehe/custom/boost -march=native test.cpp -o test