Paris P - 9 months ago 50

C++ Question

So I had a programming contest problem which involved running a lot of DFS on different graphs.

At first I represented my graph (adjacency lists representation) as an vector of sets:

`vector< set<int> > graph;`

Also to initialize a graph according to the given number of nodes each time i used an empty set:

`set<int> tmpSet;`

and I initialized it like that:

`for(int j=0;j<N;j++)//N was the number of nodes needed for the graph`

graph.push_back(tmpSet);

and i used

`graph.clear();`

to empty the graph each time.

To insert edges afterwards i used the insert function of std::set.

`//Insert directed edge from u to v`

graph[u].insert(v);

graph[v].insert(u);

The result was the program consumed too much memory and was too slow to pass the tests. Same thing happened with std::list using the push_back function which is a

My quess is that it had something to do with freeing the space of the inner set and list, but how come vector behave differently?

So my question is if anyone can explain why was this happening so I can understand better how stl containers behave in situations like that where you have a container inside another container.

EDIT: Some extra info: The number of nodes was about N=3000 and the mumber of tests over 1000. That means I had to create over 1000 graphs all held in the variable 'graph'. Also I'm aware that set inserts in O(lgn) time while vector and list in O(1), so I understand why set would take

Ok final edit, here's my code to show exactly how I'm using the graph (the list version). Nowhere else in the program any freeing of memory or changing the graph data occurs.

`vector< list<int> > graph;`

list<int> tmpList;

int T; //num of test cases

int N; //num of nodes

int M; //num of edges

int main ()

{

int u,v;

scanf("%d",&T);//Read test cases

for(int i=0;i<T;i++){

scanf("%d %d",&N,&M);//Read number of nodes and number of edges

for(int j=0;j<N;j++)

graph.push_back(tmpList);

for(int j=0;j<M;j++){

scanf("%d %d",&u,&v);//Read edge from u to v

graph[u].push_back(v);

graph[v].push_back(u);

}

dfs();

graph.clear();

}

}

Answer Source

When you use `std::set`

to hold adjacent node numbers you insert and get a element in logarithmic time which is slow. But when you use `std::vector`

insert(push_back) and getting an element are done in constant time, therefore the difference in time. So you should use `std::vector`

when you don't need to find some element in set, and use `std::set`

otherwise.

The difference between `std::list`

and `std::vector`

may be because of `clear`

function. For `list`

it is linear but for `vector`

it is atomized constant.