/* -*- mode: C -*- */ /* IGraph library. Copyright (C) 2009-2012 Gabor Csardi 334 Harvard street, Cambridge, MA 02139 USA 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, write to the Free Software Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA */ #ifndef IGRAPH_SPARSEMAT_H #define IGRAPH_SPARSEMAT_H #include "igraph_decls.h" #include "igraph_types.h" #include "igraph_vector.h" #include "igraph_datatype.h" #include "igraph_arpack.h" #include __BEGIN_DECLS struct cs_di_sparse; struct cs_di_symbolic; struct cs_di_numeric; typedef struct { struct cs_di_sparse *cs; } igraph_sparsemat_t; typedef struct { struct cs_di_symbolic *symbolic; } igraph_sparsemat_symbolic_t; typedef struct { struct cs_di_numeric *numeric; } igraph_sparsemat_numeric_t; typedef enum { IGRAPH_SPARSEMAT_TRIPLET, IGRAPH_SPARSEMAT_CC } igraph_sparsemat_type_t; typedef struct { igraph_sparsemat_t *mat; int pos; int col; } igraph_sparsemat_iterator_t; IGRAPH_EXPORT int igraph_sparsemat_init(igraph_sparsemat_t *A, int rows, int cols, int nzmax); IGRAPH_EXPORT int igraph_sparsemat_copy(igraph_sparsemat_t *to, const igraph_sparsemat_t *from); IGRAPH_EXPORT void igraph_sparsemat_destroy(igraph_sparsemat_t *A); IGRAPH_EXPORT int igraph_sparsemat_realloc(igraph_sparsemat_t *A, int nzmax); IGRAPH_EXPORT long int igraph_sparsemat_nrow(const igraph_sparsemat_t *A); IGRAPH_EXPORT long int igraph_sparsemat_ncol(const igraph_sparsemat_t *B); IGRAPH_EXPORT igraph_sparsemat_type_t igraph_sparsemat_type(const igraph_sparsemat_t *A); IGRAPH_EXPORT igraph_bool_t igraph_sparsemat_is_triplet(const igraph_sparsemat_t *A); IGRAPH_EXPORT igraph_bool_t igraph_sparsemat_is_cc(const igraph_sparsemat_t *A); IGRAPH_EXPORT int igraph_sparsemat_permute(const igraph_sparsemat_t *A, const igraph_vector_int_t *p, const igraph_vector_int_t *q, igraph_sparsemat_t *res); IGRAPH_EXPORT int igraph_sparsemat_index(const igraph_sparsemat_t *A, const igraph_vector_int_t *p, const igraph_vector_int_t *q, igraph_sparsemat_t *res, igraph_real_t *constres); IGRAPH_EXPORT int igraph_sparsemat_entry(igraph_sparsemat_t *A, int row, int col, igraph_real_t elem); IGRAPH_EXPORT int igraph_sparsemat_compress(const igraph_sparsemat_t *A, igraph_sparsemat_t *res); IGRAPH_EXPORT int igraph_sparsemat_transpose(const igraph_sparsemat_t *A, igraph_sparsemat_t *res, int values); IGRAPH_EXPORT igraph_bool_t igraph_sparsemat_is_symmetric(const igraph_sparsemat_t *A); IGRAPH_EXPORT int igraph_sparsemat_dupl(igraph_sparsemat_t *A); IGRAPH_EXPORT int igraph_sparsemat_fkeep(igraph_sparsemat_t *A, igraph_integer_t (*fkeep)(igraph_integer_t, igraph_integer_t, igraph_real_t, void*), void *other); IGRAPH_EXPORT int igraph_sparsemat_dropzeros(igraph_sparsemat_t *A); IGRAPH_EXPORT int igraph_sparsemat_droptol(igraph_sparsemat_t *A, igraph_real_t tol); IGRAPH_EXPORT int igraph_sparsemat_multiply(const igraph_sparsemat_t *A, const igraph_sparsemat_t *B, igraph_sparsemat_t *res); IGRAPH_EXPORT int igraph_sparsemat_add(const igraph_sparsemat_t *A, const igraph_sparsemat_t *B, igraph_real_t alpha, igraph_real_t beta, igraph_sparsemat_t *res); IGRAPH_EXPORT int igraph_sparsemat_gaxpy(const igraph_sparsemat_t *A, const igraph_vector_t *x, igraph_vector_t *res); IGRAPH_EXPORT int igraph_sparsemat_lsolve(const igraph_sparsemat_t *A, const igraph_vector_t *b, igraph_vector_t *res); IGRAPH_EXPORT int igraph_sparsemat_ltsolve(const igraph_sparsemat_t *A, const igraph_vector_t *b, igraph_vector_t *res); IGRAPH_EXPORT int igraph_sparsemat_usolve(const igraph_sparsemat_t *A, const igraph_vector_t *b, igraph_vector_t *res); IGRAPH_EXPORT int igraph_sparsemat_utsolve(const igraph_sparsemat_t *A, const igraph_vector_t *b, igraph_vector_t *res); IGRAPH_EXPORT int igraph_sparsemat_cholsol(const igraph_sparsemat_t *A, const igraph_vector_t *b, igraph_vector_t *res, int order); IGRAPH_EXPORT int igraph_sparsemat_lusol(const igraph_sparsemat_t *A, const igraph_vector_t *b, igraph_vector_t *res, int order, igraph_real_t tol); IGRAPH_EXPORT int igraph_sparsemat_print(const igraph_sparsemat_t *A, FILE *outstream); IGRAPH_EXPORT int igraph_sparsemat_eye(igraph_sparsemat_t *A, int n, int nzmax, igraph_real_t value, igraph_bool_t compress); IGRAPH_EXPORT int igraph_sparsemat_diag(igraph_sparsemat_t *A, int nzmax, const igraph_vector_t *values, igraph_bool_t compress); IGRAPH_EXPORT int igraph_sparsemat(igraph_t *graph, const igraph_sparsemat_t *A, igraph_bool_t directed); IGRAPH_EXPORT int igraph_weighted_sparsemat(igraph_t *graph, const igraph_sparsemat_t *A, igraph_bool_t directed, const char *attr, igraph_bool_t loops); IGRAPH_EXPORT int igraph_get_sparsemat(const igraph_t *graph, igraph_sparsemat_t *res); IGRAPH_EXPORT int igraph_matrix_as_sparsemat(igraph_sparsemat_t *res, const igraph_matrix_t *mat, igraph_real_t tol); IGRAPH_EXPORT int igraph_sparsemat_as_matrix(igraph_matrix_t *res, const igraph_sparsemat_t *spmat); typedef enum { IGRAPH_SPARSEMAT_SOLVE_LU, IGRAPH_SPARSEMAT_SOLVE_QR } igraph_sparsemat_solve_t; IGRAPH_EXPORT int igraph_sparsemat_arpack_rssolve(const igraph_sparsemat_t *A, igraph_arpack_options_t *options, igraph_arpack_storage_t *storage, igraph_vector_t *values, igraph_matrix_t *vectors, igraph_sparsemat_solve_t solvemethod); IGRAPH_EXPORT int igraph_sparsemat_arpack_rnsolve(const igraph_sparsemat_t *A, igraph_arpack_options_t *options, igraph_arpack_storage_t *storage, igraph_matrix_t *values, igraph_matrix_t *vectors); IGRAPH_EXPORT int igraph_sparsemat_lu(const igraph_sparsemat_t *A, const igraph_sparsemat_symbolic_t *dis, igraph_sparsemat_numeric_t *din, double tol); IGRAPH_EXPORT int igraph_sparsemat_qr(const igraph_sparsemat_t *A, const igraph_sparsemat_symbolic_t *dis, igraph_sparsemat_numeric_t *din); IGRAPH_EXPORT int igraph_sparsemat_luresol(const igraph_sparsemat_symbolic_t *dis, const igraph_sparsemat_numeric_t *din, const igraph_vector_t *b, igraph_vector_t *res); IGRAPH_EXPORT int igraph_sparsemat_qrresol(const igraph_sparsemat_symbolic_t *dis, const igraph_sparsemat_numeric_t *din, const igraph_vector_t *b, igraph_vector_t *res); IGRAPH_EXPORT int igraph_sparsemat_symbqr(long int order, const igraph_sparsemat_t *A, igraph_sparsemat_symbolic_t *dis); IGRAPH_EXPORT int igraph_sparsemat_symblu(long int order, const igraph_sparsemat_t *A, igraph_sparsemat_symbolic_t *dis); IGRAPH_EXPORT void igraph_sparsemat_symbolic_destroy(igraph_sparsemat_symbolic_t *dis); IGRAPH_EXPORT void igraph_sparsemat_numeric_destroy(igraph_sparsemat_numeric_t *din); IGRAPH_EXPORT igraph_real_t igraph_sparsemat_max(igraph_sparsemat_t *A); IGRAPH_EXPORT igraph_real_t igraph_sparsemat_min(igraph_sparsemat_t *A); IGRAPH_EXPORT int igraph_sparsemat_minmax(igraph_sparsemat_t *A, igraph_real_t *min, igraph_real_t *max); IGRAPH_EXPORT long int igraph_sparsemat_count_nonzero(igraph_sparsemat_t *A); IGRAPH_EXPORT long int igraph_sparsemat_count_nonzerotol(igraph_sparsemat_t *A, igraph_real_t tol); IGRAPH_EXPORT int igraph_sparsemat_rowsums(const igraph_sparsemat_t *A, igraph_vector_t *res); IGRAPH_EXPORT int igraph_sparsemat_colsums(const igraph_sparsemat_t *A, igraph_vector_t *res); IGRAPH_EXPORT int igraph_sparsemat_rowmins(igraph_sparsemat_t *A, igraph_vector_t *res); IGRAPH_EXPORT int igraph_sparsemat_colmins(igraph_sparsemat_t *A, igraph_vector_t *res); IGRAPH_EXPORT int igraph_sparsemat_rowmaxs(igraph_sparsemat_t *A, igraph_vector_t *res); IGRAPH_EXPORT int igraph_sparsemat_colmaxs(igraph_sparsemat_t *A, igraph_vector_t *res); IGRAPH_EXPORT int igraph_sparsemat_which_min_rows(igraph_sparsemat_t *A, igraph_vector_t *res, igraph_vector_int_t *pos); IGRAPH_EXPORT int igraph_sparsemat_which_min_cols(igraph_sparsemat_t *A, igraph_vector_t *res, igraph_vector_int_t *pos); IGRAPH_EXPORT int igraph_sparsemat_scale(igraph_sparsemat_t *A, igraph_real_t by); IGRAPH_EXPORT int igraph_sparsemat_add_rows(igraph_sparsemat_t *A, long int n); IGRAPH_EXPORT int igraph_sparsemat_add_cols(igraph_sparsemat_t *A, long int n); IGRAPH_EXPORT int igraph_sparsemat_resize(igraph_sparsemat_t *A, long int nrow, long int ncol, int nzmax); IGRAPH_EXPORT int igraph_sparsemat_nonzero_storage(const igraph_sparsemat_t *A); IGRAPH_EXPORT int igraph_sparsemat_getelements(const igraph_sparsemat_t *A, igraph_vector_int_t *i, igraph_vector_int_t *j, igraph_vector_t *x); IGRAPH_EXPORT int igraph_sparsemat_getelements_sorted(const igraph_sparsemat_t *A, igraph_vector_int_t *i, igraph_vector_int_t *j, igraph_vector_t *x); IGRAPH_EXPORT int igraph_sparsemat_scale_rows(igraph_sparsemat_t *A, const igraph_vector_t *fact); IGRAPH_EXPORT int igraph_sparsemat_scale_cols(igraph_sparsemat_t *A, const igraph_vector_t *fact); IGRAPH_EXPORT int igraph_sparsemat_multiply_by_dense(const igraph_sparsemat_t *A, const igraph_matrix_t *B, igraph_matrix_t *res); IGRAPH_EXPORT int igraph_sparsemat_dense_multiply(const igraph_matrix_t *A, const igraph_sparsemat_t *B, igraph_matrix_t *res); IGRAPH_EXPORT int igraph_sparsemat_view(igraph_sparsemat_t *A, int nzmax, int m, int n, int *p, int *i, double *x, int nz); IGRAPH_EXPORT IGRAPH_DEPRECATED int igraph_i_sparsemat_view(igraph_sparsemat_t *A, int nzmax, int m, int n, int *p, int *i, double *x, int nz); IGRAPH_EXPORT int igraph_sparsemat_sort(const igraph_sparsemat_t *A, igraph_sparsemat_t *sorted); IGRAPH_EXPORT int igraph_sparsemat_nzmax(const igraph_sparsemat_t *A); IGRAPH_EXPORT int igraph_sparsemat_neg(igraph_sparsemat_t *A); IGRAPH_EXPORT int igraph_sparsemat_iterator_init(igraph_sparsemat_iterator_t *it, igraph_sparsemat_t *sparsemat); IGRAPH_EXPORT int igraph_sparsemat_iterator_reset(igraph_sparsemat_iterator_t *it); IGRAPH_EXPORT igraph_bool_t igraph_sparsemat_iterator_end(const igraph_sparsemat_iterator_t *it); IGRAPH_EXPORT int igraph_sparsemat_iterator_row(const igraph_sparsemat_iterator_t *it); IGRAPH_EXPORT int igraph_sparsemat_iterator_col(const igraph_sparsemat_iterator_t *it); IGRAPH_EXPORT int igraph_sparsemat_iterator_idx(const igraph_sparsemat_iterator_t *it); IGRAPH_EXPORT igraph_real_t igraph_sparsemat_iterator_get(const igraph_sparsemat_iterator_t *it); IGRAPH_EXPORT int igraph_sparsemat_iterator_next(igraph_sparsemat_iterator_t *it); __END_DECLS #endif