graph - All paths of length L from node n using python

Question

Given a graph G, a node n and a length L, I'd like to collect all (non-cyclic) paths of length L that depart from n.

Do you have any idea on how to approach this?

By now, I my graph is a networkx.Graph instance, but I do not really care if e.g. igraph is recommended.

Thanks a lot!

Answer 1

A very simple way to approach (and solve entirely) this problem is to use the adjacency matrix A of the graph. The (i,j) th element of A^L is the number of paths between nodes i and j of length L. So if you sum these over all j keeping i fixed at n, you get all paths emanating from node n of length L.

This will also unfortunately count the cyclic paths. These, happily, can be found from the element A^L(n,n), so just subtract that.

So your final answer is: Σj{A^L(n,j)} - A^L(n,n).

Word of caution: say you're looking for paths of length 5 from node 1: this calculation will also count the path with small cycles inside like 1-2-3-2-4, whose length is 5 or 4 depending on how you choose to see it, so be careful about that.