/** * This program is free software: you can redistribute it and/or * modify it under the terms of the GNU General Public License as * published by the Free Software Foundation, either version 3 of the * License, or (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU * General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see * . * * (c) Vincenzo Nicosia 2009-2017 -- * * This file is part of NetBunch, a package for complex network * analysis and modelling. For more information please visit: * * http://www.complex-networks.net/ * * If you use this software, please add a reference to * * V. Latora, V. Nicosia, G. Russo * "Complex Networks: Principles, Methods and Applications" * Cambridge University Press (2017) * ISBN: 9781107103184 * *********************************************************************** * * This program computes the clustering coefficient of a graph and of * each node. * * */ #include #include #include #include "utils.h" void usage(char *argv[]){ printf("********************************************************************\n" "** **\n" "** -*- clust -*- **\n" "** **\n" "** Compute the graph clustering coefficient and, optionally, **\n" "** also the node clustering coefficient of all the nodes in **\n" "** the graph 'graph_in'. **\n" "** **\n" "** The input file 'graph_in' is an edge-list: **\n" "** **\n" "** I_1 J_1 **\n" "** I_2 J_2 **\n" "** I_3 J_3 **\n" "** ... ... **\n" "** I_K J_K **\n" "** **\n" "** If 'graph_in' is equal to '-' (dash), read the file from **\n" "** the standard input (STDIN). **\n" "** **\n" "** The output is a single line containing the value of the **\n" "** graph clustering coefficient of 'graph_in'. **\n" "** **\n" "** If 'SHOW' is provided as second argument, the program **\n" "** on the standard error (STDERR) the label, degree, and **\n" "** node clustering coefficient of all the nodes of 'graph_in' **\n" "** in the format: **\n" "** **\n" "** node_1 k_1 c_1 **\n" "** node_2 k_2 c_2 **\n" "** node_3 k_3 c_3 **\n" "** node_4 k_4 c_4 **\n" "** ..... **\n" "** **\n" "** where 'k_1' is the degree of 'node_1' and 'c_1' is its **\n" "** node clustering coefficient. If a node has degree smaller **\n" "** than 2, its clustering coefficient is equal to zero. **\n" "** **\n" "********************************************************************\n" " This is Free Software - You can use and distribute it under \n" " the terms of the GNU General Public License, version 3 or later\n\n" " Please visit http://www.complex-networks.net for more information\n\n" " (c) Vincenzo Nicosia 2009-2017 (v.nicosia@qmul.ac.uk)\n" "********************************************************************\n\n" ); printf("Usage: %s [SHOW]\n", argv[0]); } double avg_clust(unsigned int *J_slap, unsigned int *r_slap, unsigned int N, int show){ double c = 0, ci=0; unsigned int i, j, l, ki; for(i=0; i 1) ci /= ki * (ki-1); else ci = 0; if (show) fprintf(stderr, "%d %d %g\n", i, ki, ci); c += ci; } c /= N; return c; } int main(int argc, char *argv[]){ unsigned int *J_slap=NULL, *r_slap=NULL; unsigned int K, N; FILE *filein; double c; int show = 0; if (argc < 2){ usage(argv); exit(1); } if (argc >2 && !my_strcasecmp("SHOW", argv[2])){ show = 1; } if (!strcmp(argv[1], "-")){ /* take the input from STDIN */ filein = stdin; } else { filein = openfile_or_exit(argv[1], "r", 2); } read_slap(filein, &K, &N, &J_slap, &r_slap); fclose(filein); c = avg_clust(J_slap, r_slap, N, show); printf("%2.8lf\n", c); free(J_slap); free(r_slap); }