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Re: [igraph] Retrieve nodes forming a motif with subgraph_isomorphisms


From: Tamas Nepusz
Subject: Re: [igraph] Retrieve nodes forming a motif with subgraph_isomorphisms
Date: Tue, 11 Aug 2015 11:22:32 +0200
User-agent: Mutt/1.5.23 (2014-03-12)

Hi Phil,

> I tried make_line_graph according to your suggestion. And it works very
> well for small scale graph.
> However, when the graph include millions of nodes, it becomes hard to
> create a complete line graph.
Yes, true, the line graph would probably be huge (but its exact size depends on
the degree distribution). In that case, one thing that you can try before
diving into the C code is to store an incidence list representation of the
graph and work from that:

inc <- incident_edges(graph, V(graph))

Basically, inc will be a list that can be indexed with vertex indices and it
would give you the IDs of the edges incident on a specific vertex. This is
probably somewhat similar to your original approach but it might be faster
because the indicent edges of a vertex are pre-computed so you can trade a call
to incident() for an index lookup in the incidence list, which is likely to be
faster.

> I already come out a draft version of that, but I don't know how to test
> it. My plan is to fork the igraph package to my local computer through
> Github and then test it on my side so that it won't affect the original
> package in case I make some mistake.
Yes, that's the right thing to do.

> The problem I encounter now is: how to
> embed my code to the igraph package so that I can test the code.
I'm not that familiar with the development of the R interface (I am mostly
working on the C core and the Python interface), but I think that this file in
the repository is meant to explain the process:

https://github.com/igraph/rigraph/blob/dev/CONTRIBUTING.md

Best,
T.



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