/src/igraph/fuzzing/community.cpp
Line | Count | Source |
1 | | /* |
2 | | IGraph library. |
3 | | Copyright (C) 2024 The igraph development team |
4 | | |
5 | | This program is free software; you can redistribute it and/or modify |
6 | | it under the terms of the GNU General Public License as published by |
7 | | the Free Software Foundation; either version 2 of the License, or |
8 | | (at your option) any later version. |
9 | | |
10 | | This program is distributed in the hope that it will be useful, |
11 | | but WITHOUT ANY WARRANTY; without even the implied warranty of |
12 | | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
13 | | GNU General Public License for more details. |
14 | | |
15 | | You should have received a copy of the GNU General Public License |
16 | | along with this program; if not, write to the Free Software |
17 | | Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA |
18 | | 02110-1301 USA |
19 | | */ |
20 | | |
21 | | #include <igraph.h> |
22 | | #include <cstdlib> |
23 | | |
24 | 3.13k | extern "C" int LLVMFuzzerTestOneInput(const uint8_t *Data, size_t Size) { |
25 | 3.13k | igraph_t graph; |
26 | 3.13k | igraph_vector_int_t edges; |
27 | | |
28 | 3.13k | igraph_set_warning_handler(igraph_warning_handler_ignore); |
29 | | |
30 | 3.13k | if (Size % 2 == 0 || Size > 512+1 || Size < 1) { |
31 | 14 | return 0; |
32 | 14 | } |
33 | | |
34 | 3.11k | igraph_vector_int_init(&edges, Size-1); |
35 | 204k | for (size_t i=0; i < Size-1; ++i) { |
36 | 201k | VECTOR(edges)[i] = Data[i+1]; |
37 | 201k | } |
38 | | |
39 | 3.11k | igraph_rng_seed(igraph_rng_default(), 42); |
40 | | |
41 | 3.11k | if (igraph_create(&graph, &edges, Data[0], IGRAPH_DIRECTED) == IGRAPH_SUCCESS) { |
42 | 3.11k | igraph_matrix_int_t merges, im; |
43 | 3.11k | igraph_matrix_t mat; |
44 | 3.11k | igraph_vector_int_t membership, membership2, iv, iv2; |
45 | 3.11k | igraph_vector_t mv, v; |
46 | 3.11k | igraph_real_t m, r; |
47 | 3.11k | igraph_integer_t i; |
48 | 3.11k | igraph_bool_t b; |
49 | | |
50 | | /* Limit graph size for the sake of performance. */ |
51 | 3.11k | if (igraph_vcount(&graph) <= 64) { |
52 | 3.08k | igraph_matrix_int_init(&merges, 0, 0); |
53 | 3.08k | igraph_matrix_int_init(&im, 0, 0); |
54 | 3.08k | igraph_matrix_init(&mat, 0, 0); |
55 | 3.08k | igraph_vector_int_init(&membership, 0); |
56 | 3.08k | igraph_vector_int_init(&membership2, 0); |
57 | 3.08k | igraph_vector_int_init(&iv, 0); |
58 | 3.08k | igraph_vector_int_init(&iv2, 0); |
59 | 3.08k | igraph_vector_init(&mv, 0); |
60 | 3.08k | igraph_vector_init(&v, 0); |
61 | | |
62 | | // The IGRAPH_LPA_FAST version is temporarily switched to undirected until |
63 | | // the reason for the bad performance / infinite loop in the directed version |
64 | | // is debugged. See https://github.com/igraph/igraph/issues/2608 |
65 | 3.08k | igraph_community_label_propagation(&graph, &membership, IGRAPH_ALL, NULL, NULL, NULL, IGRAPH_LPA_FAST); |
66 | 3.08k | igraph_community_label_propagation(&graph, &membership, IGRAPH_OUT, NULL, NULL, NULL, IGRAPH_LPA_RETENTION); |
67 | 3.08k | igraph_community_label_propagation(&graph, &membership, IGRAPH_OUT, NULL, NULL, NULL, IGRAPH_LPA_DOMINANCE); |
68 | | |
69 | 3.08k | igraph_community_walktrap(&graph, NULL, 3, &merges, &mv, &membership); |
70 | 3.08k | igraph_community_edge_betweenness(&graph, &iv, &v, &merges, &iv2, &mv, &membership2, IGRAPH_DIRECTED, NULL, NULL); |
71 | | |
72 | | // Take the opportunity to run functions that can use the output of community detection. |
73 | | |
74 | 3.08k | { |
75 | 3.08k | igraph_community_comparison_t method[] = { |
76 | 3.08k | IGRAPH_COMMCMP_VI, |
77 | 3.08k | IGRAPH_COMMCMP_NMI, |
78 | 3.08k | IGRAPH_COMMCMP_SPLIT_JOIN, |
79 | 3.08k | IGRAPH_COMMCMP_RAND, |
80 | 3.08k | IGRAPH_COMMCMP_ADJUSTED_RAND |
81 | 3.08k | }; |
82 | 18.4k | for (size_t i=0; i < sizeof(method) / sizeof(method[0]); i++) { |
83 | 15.4k | if ((method[i] == IGRAPH_COMMCMP_RAND || |
84 | 15.4k | method[i] == IGRAPH_COMMCMP_ADJUSTED_RAND) && |
85 | 15.4k | igraph_vcount(&graph) < 2) { |
86 | 22 | continue; |
87 | 22 | } |
88 | 15.3k | igraph_compare_communities(&membership, &membership2, &r, method[i]); |
89 | 15.3k | } |
90 | 3.08k | } |
91 | | |
92 | 3.08k | { |
93 | 3.08k | igraph_t graph2; |
94 | 3.08k | igraph_copy(&graph2, &graph); |
95 | 3.08k | igraph_contract_vertices(&graph2, &membership, NULL); |
96 | 3.08k | igraph_destroy(&graph2); |
97 | 3.08k | } |
98 | | |
99 | 3.08k | igraph_modularity(&graph, &membership, NULL, 1.5, IGRAPH_UNDIRECTED, &m); |
100 | 3.08k | igraph_modularity_matrix(&graph, NULL, 0.75, &mat, IGRAPH_DIRECTED); |
101 | 3.08k | igraph_assortativity_nominal(&graph, &membership, &r, IGRAPH_DIRECTED, true); |
102 | | |
103 | 3.08k | igraph_simplify(&graph, true, true, NULL); |
104 | 3.08k | igraph_community_voronoi(&graph, &membership, &iv, &m, NULL, NULL, IGRAPH_OUT, 1.0); |
105 | | |
106 | 3.08k | igraph_to_undirected(&graph, IGRAPH_TO_UNDIRECTED_COLLAPSE, NULL); |
107 | 3.08k | igraph_community_fastgreedy(&graph, NULL, &merges, &mv, &membership); |
108 | 3.08k | igraph_community_leiden(&graph, NULL, NULL, 1.5, 0.01, false, 2, &membership, &i, &r); |
109 | 3.08k | igraph_community_multilevel(&graph, NULL, 0.8, &membership, &im, &mv); |
110 | | |
111 | 3.08k | igraph_is_connected(&graph, &b, IGRAPH_WEAK); |
112 | 3.08k | if (b) { |
113 | 176 | igraph_integer_t no_comm = 4; |
114 | 176 | if (no_comm > igraph_vcount(&graph)) { |
115 | 40 | no_comm = igraph_vcount(&graph); |
116 | 40 | } |
117 | 176 | igraph_community_fluid_communities(&graph, no_comm, &membership); |
118 | 176 | } |
119 | | |
120 | 3.08k | igraph_vector_destroy(&v); |
121 | 3.08k | igraph_vector_destroy(&mv); |
122 | 3.08k | igraph_vector_int_destroy(&iv2); |
123 | 3.08k | igraph_vector_int_destroy(&iv); |
124 | 3.08k | igraph_vector_int_destroy(&membership2); |
125 | 3.08k | igraph_vector_int_destroy(&membership); |
126 | 3.08k | igraph_matrix_destroy(&mat); |
127 | 3.08k | igraph_matrix_int_destroy(&im); |
128 | 3.08k | igraph_matrix_int_destroy(&merges); |
129 | 3.08k | } |
130 | | |
131 | 3.11k | igraph_destroy(&graph); |
132 | 3.11k | } |
133 | | |
134 | 3.11k | igraph_vector_int_destroy(&edges); |
135 | | |
136 | 3.11k | IGRAPH_ASSERT(IGRAPH_FINALLY_STACK_EMPTY); |
137 | | |
138 | 3.11k | return 0; // Non-zero return values are reserved for future use. |
139 | 3.11k | } |