/* igraph library. Copyright (C) 2009-2025 The igraph development team 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 2 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 . */ #ifndef IGRAPH_STRUCTURAL_H #define IGRAPH_STRUCTURAL_H #include "igraph_decls.h" #include "igraph_datatype.h" #include "igraph_error.h" #include "igraph_constants.h" #include "igraph_iterators.h" #include "igraph_matrix.h" #include "igraph_sparsemat.h" #include "igraph_types.h" #include "igraph_vector.h" IGRAPH_BEGIN_C_DECLS /* -------------------------------------------------- */ /* Basic query functions */ /* -------------------------------------------------- */ IGRAPH_EXPORT igraph_error_t igraph_are_adjacent(const igraph_t *graph, igraph_int_t v1, igraph_int_t v2, igraph_bool_t *res); IGRAPH_EXPORT igraph_error_t igraph_count_multiple(const igraph_t *graph, igraph_vector_int_t *res, igraph_es_t es); IGRAPH_EXPORT igraph_error_t igraph_count_multiple_1(const igraph_t *graph, igraph_int_t *res, igraph_int_t eid); IGRAPH_EXPORT igraph_error_t igraph_density(const igraph_t *graph, const igraph_vector_t *weights, igraph_real_t *res, igraph_bool_t loops); IGRAPH_EXPORT igraph_error_t igraph_diversity(const igraph_t *graph, const igraph_vector_t *weights, igraph_vector_t *res, igraph_vs_t vs); IGRAPH_EXPORT igraph_error_t igraph_girth(const igraph_t *graph, igraph_real_t *girth, igraph_vector_int_t *circle); IGRAPH_EXPORT igraph_error_t igraph_has_loop(const igraph_t *graph, igraph_bool_t *res); IGRAPH_EXPORT igraph_error_t igraph_has_multiple(const igraph_t *graph, igraph_bool_t *res); IGRAPH_EXPORT igraph_error_t igraph_count_loops(const igraph_t *graph, igraph_int_t *loop_count); IGRAPH_EXPORT igraph_error_t igraph_is_loop(const igraph_t *graph, igraph_vector_bool_t *res, igraph_es_t es); IGRAPH_EXPORT igraph_error_t igraph_is_multiple(const igraph_t *graph, igraph_vector_bool_t *res, igraph_es_t es); IGRAPH_EXPORT igraph_error_t igraph_is_mutual(const igraph_t *graph, igraph_vector_bool_t *res, igraph_es_t es, igraph_bool_t loops); IGRAPH_EXPORT igraph_error_t igraph_has_mutual(const igraph_t *graph, igraph_bool_t *res, igraph_bool_t loops); IGRAPH_EXPORT igraph_error_t igraph_is_simple(const igraph_t *graph, igraph_bool_t *res, igraph_bool_t directed); IGRAPH_EXPORT igraph_error_t igraph_is_tree(const igraph_t *graph, igraph_bool_t *res, igraph_int_t *root, igraph_neimode_t mode); IGRAPH_EXPORT igraph_error_t igraph_is_acyclic(const igraph_t *graph, igraph_bool_t *res); IGRAPH_EXPORT igraph_error_t igraph_is_forest(const igraph_t *graph, igraph_bool_t *res, igraph_vector_int_t *roots, igraph_neimode_t mode); IGRAPH_EXPORT igraph_error_t igraph_maxdegree(const igraph_t *graph, igraph_int_t *res, igraph_vs_t vids, igraph_neimode_t mode, igraph_loops_t loops); IGRAPH_EXPORT igraph_error_t igraph_mean_degree(const igraph_t *graph, igraph_real_t *res, igraph_bool_t loops); IGRAPH_EXPORT igraph_error_t igraph_reciprocity(const igraph_t *graph, igraph_real_t *res, igraph_bool_t ignore_loops, igraph_reciprocity_t mode); IGRAPH_EXPORT igraph_error_t igraph_strength( const igraph_t *graph, igraph_vector_t *res, igraph_vs_t vids, igraph_neimode_t mode, igraph_loops_t loops, const igraph_vector_t *weights ); IGRAPH_EXPORT igraph_error_t igraph_sort_vertex_ids_by_degree( const igraph_t *graph, igraph_vector_int_t *outvids, igraph_vs_t vids, igraph_neimode_t mode, igraph_loops_t loops, igraph_order_t order, igraph_bool_t only_indices ); IGRAPH_EXPORT igraph_error_t igraph_is_perfect(const igraph_t *graph, igraph_bool_t *perfect); /* -------------------------------------------------- */ /* Structural properties */ /* -------------------------------------------------- */ IGRAPH_EXPORT igraph_error_t igraph_is_complete(const igraph_t *graph, igraph_bool_t *res); IGRAPH_EXPORT igraph_error_t igraph_is_clique(const igraph_t *graph, igraph_vs_t candidate, igraph_bool_t directed, igraph_bool_t *res); IGRAPH_EXPORT igraph_error_t igraph_is_independent_vertex_set(const igraph_t *graph, igraph_vs_t candidate, igraph_bool_t *res); IGRAPH_EXPORT igraph_error_t igraph_minimum_spanning_tree( const igraph_t *graph, igraph_vector_int_t *res, const igraph_vector_t *weights, igraph_mst_algorithm_t method); IGRAPH_EXPORT igraph_error_t igraph_random_spanning_tree(const igraph_t *graph, igraph_vector_int_t *res, igraph_int_t vid); IGRAPH_EXPORT igraph_error_t igraph_subcomponent(const igraph_t *graph, igraph_vector_int_t *res, igraph_int_t vid, igraph_neimode_t mode); IGRAPH_EXPORT igraph_error_t igraph_unfold_tree(const igraph_t *graph, igraph_t *tree, igraph_neimode_t mode, const igraph_vector_int_t *roots, igraph_vector_int_t *vertex_index); IGRAPH_EXPORT igraph_error_t igraph_maximum_cardinality_search(const igraph_t *graph, igraph_vector_int_t *alpha, igraph_vector_int_t *alpham1); IGRAPH_EXPORT igraph_error_t igraph_is_chordal(const igraph_t *graph, const igraph_vector_int_t *alpha, const igraph_vector_int_t *alpham1, igraph_bool_t *chordal, igraph_vector_int_t *fill_in, igraph_t *newgraph); IGRAPH_EXPORT igraph_error_t igraph_avg_nearest_neighbor_degree(const igraph_t *graph, igraph_vs_t vids, igraph_neimode_t mode, igraph_neimode_t neighbor_degree_mode, igraph_vector_t *knn, igraph_vector_t *knnk, const igraph_vector_t *weights); IGRAPH_EXPORT igraph_error_t igraph_degree_correlation_vector( const igraph_t *graph, const igraph_vector_t *weights, igraph_vector_t *knnk, igraph_neimode_t from_mode, igraph_neimode_t to_mode, igraph_bool_t directed_neighbors); IGRAPH_EXPERIMENTAL IGRAPH_EXPORT igraph_error_t igraph_rich_club_sequence( const igraph_t *graph, const igraph_vector_t *weights, igraph_vector_t *res, const igraph_vector_int_t *vertex_order, igraph_bool_t normalized, igraph_bool_t loops, igraph_bool_t directed); /* -------------------------------------------------- */ /* Spectral Properties */ /* -------------------------------------------------- */ /** * \typedef igraph_laplacian_normalization_t * \brief Normalization methods for a Laplacian matrix. * * Normalization methods for \ref igraph_get_laplacian() and * \ref igraph_get_laplacian_sparse(). In the following, \c A refers to the * (possibly weighted) adjacency matrix and \c D is a diagonal matrix containing * degrees (unweighted case) or strengths (weighted case). Out-, in- or total degrees * are used according to the \p mode parameter. * * \enumval IGRAPH_LAPLACIAN_UNNORMALIZED Unnormalized Laplacian, L = D - A. * \enumval IGRAPH_LAPLACIAN_SYMMETRIC Symmetrically normalized Laplacian, L = I - D^(-1/2) A D^(-1/2). * \enumval IGRAPH_LAPLACIAN_LEFT Left-stochastic normalized Laplacian, L = I - D^-1 A. * \enumval IGRAPH_LAPLACIAN_RIGHT Right-stochastic normalized Laplacian, L = I - A D^-1. */ typedef enum { IGRAPH_LAPLACIAN_UNNORMALIZED = 0, IGRAPH_LAPLACIAN_SYMMETRIC = 1, IGRAPH_LAPLACIAN_LEFT = 2, IGRAPH_LAPLACIAN_RIGHT = 3 } igraph_laplacian_normalization_t; IGRAPH_EXPORT igraph_error_t igraph_get_laplacian( const igraph_t *graph, igraph_matrix_t *res, igraph_neimode_t mode, igraph_laplacian_normalization_t normalization, const igraph_vector_t *weights ); IGRAPH_EXPORT igraph_error_t igraph_get_laplacian_sparse( const igraph_t *graph, igraph_sparsemat_t *sparseres, igraph_neimode_t mode, igraph_laplacian_normalization_t normalization, const igraph_vector_t *weights ); IGRAPH_END_C_DECLS #endif