Example #1
0
        public void NetworkPassesTest()
        {
            // creates network nodes
            const int numNodes = 16;
            var       network  = new Network();

            for (var i = 0u; i < numNodes; i++)
            {
                network.AddVertex(i);
            }

            // creates edges (according to paper)
            network.AddEdge(new Connection(0, 2));
            network.AddEdge(new Connection(0, 4));
            network.AddEdge(new Connection(0, 3));
            network.AddEdge(new Connection(0, 5));
            network.AddEdge(new Connection(1, 2));
            network.AddEdge(new Connection(1, 4));
            network.AddEdge(new Connection(1, 7));
            network.AddEdge(new Connection(2, 4));
            network.AddEdge(new Connection(2, 5));
            network.AddEdge(new Connection(2, 6));
            network.AddEdge(new Connection(3, 7));
            network.AddEdge(new Connection(4, 10));
            network.AddEdge(new Connection(5, 7));
            network.AddEdge(new Connection(5, 11));
            network.AddEdge(new Connection(6, 7));
            network.AddEdge(new Connection(6, 11));
            network.AddEdge(new Connection(8, 9));
            network.AddEdge(new Connection(8, 10));
            network.AddEdge(new Connection(8, 11));
            network.AddEdge(new Connection(8, 14));
            network.AddEdge(new Connection(8, 15));
            network.AddEdge(new Connection(9, 12));
            network.AddEdge(new Connection(9, 14));
            network.AddEdge(new Connection(10, 11));
            network.AddEdge(new Connection(10, 12));
            network.AddEdge(new Connection(10, 13));
            network.AddEdge(new Connection(10, 14));
            network.AddEdge(new Connection(11, 13));

            // creates and updates community algorithm
            var communityAlg = new CommunityAlgorithm(network, -1, 0);

            communityAlg.Update();
            communityAlg.DisplayCommunities();

            //checks communities
            Assert.AreEqual(4, communityAlg.GetNumberCommunities(), "Network should have 4 communities.");
            var communities = new[]
            {
                new HashSet <uint> {
                    0, 1, 2, 4, 5
                },
                new HashSet <uint> {
                    3, 6, 7
                },
                new HashSet <uint> {
                    11, 13
                },
                new HashSet <uint> {
                    8, 9, 10, 12, 14, 15
                }
            };

            for (var i = 0; i < 4; i++)
            {
                var community = communityAlg.Communities[i];
                Console.WriteLine(ArrayUtil.ToString(community.ToArray()));
                Assert.IsTrue(communities.Any(comm => comm.SetEquals(community)), $"Community {i} is unexpected.");
            }

            // gets and checks community graph (1st pass)
            communityAlg.DisplayCommunityGraph();
            communityAlg.DisplayPartition();
            network = communityAlg.GetCommunityNetwork();
            Assert.AreEqual(4, network.VertexCount, "Community network should have 4 nodes.");

            // checks connections
            var exptConns = new HashSet <Connection>
            {
                new Connection(0, 0, 16),
                new Connection(0, 1, 1),
                new Connection(0, 2, 3),
                new Connection(1, 1, 14),
                new Connection(1, 2, 1),
                new Connection(1, 3, 4),
                new Connection(2, 2, 2),
                new Connection(2, 3, 1),
                new Connection(3, 3, 4)
            };
            var netConns = new HashSet <Connection>(network.Edges);

            foreach (var exptConn in exptConns)
            {
                Console.WriteLine(exptConn);
                Assert.IsTrue(netConns.Contains(exptConn), $"Community network should contain connection: {exptConn}.");
            }

            //// creates and updates community algorithm
            //communityAlg = new CommunityAlgorithm(network, -1, 0);
            //communityAlg.Update();
            //communityAlg.DisplayCommunities();
        }