/* gsl_spmatrix.h * * Copyright (C) 2012-2014 Patrick Alken * * 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, write to the Free Software * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA. */ #ifndef __GSL_SPMATRIX_H__ #define __GSL_SPMATRIX_H__ #include #include #include #include #undef __BEGIN_DECLS #undef __END_DECLS #ifdef __cplusplus # define __BEGIN_DECLS extern "C" { # define __END_DECLS } #else # define __BEGIN_DECLS /* empty */ # define __END_DECLS /* empty */ #endif __BEGIN_DECLS /* * Binary tree data structure for storing sparse matrix elements * in triplet format. This is used for efficiently detecting * duplicates and element retrieval via gsl_spmatrix_get */ typedef struct { void *tree; /* tree structure */ void *node_array; /* preallocated array of tree nodes */ size_t n; /* number of tree nodes in use (<= nzmax) */ } gsl_spmatrix_tree; /* * Triplet format: * * If data[n] = A_{ij}, then: * i = A->i[n] * j = A->p[n] * * Compressed column format (CCS): * * If data[n] = A_{ij}, then: * i = A->i[n] * A->p[j] <= n < A->p[j+1] * so that column j is stored in * [ data[p[j]], data[p[j] + 1], ..., data[p[j+1] - 1] ] * * Compressed row format (CRS): * * If data[n] = A_{ij}, then: * j = A->i[n] * A->p[i] <= n < A->p[i+1] * so that row i is stored in * [ data[p[i]], data[p[i] + 1], ..., data[p[i+1] - 1] ] */ typedef struct { size_t size1; /* number of rows */ size_t size2; /* number of columns */ /* i (size nzmax) contains: * * Triplet/CCS: row indices * CRS: column indices */ size_t *i; double *data; /* matrix elements of size nzmax */ /* * p contains the column indices (triplet) or column pointers (compcol) * * triplet: p[n] = column number of element data[n] * CCS: p[j] = index in data of first non-zero element in column j * CRS: p[i] = index in data of first non-zero element in row i */ size_t *p; size_t nzmax; /* maximum number of matrix elements */ size_t nz; /* number of non-zero values in matrix */ gsl_spmatrix_tree *tree_data; /* binary tree for sorting triplet data */ /* * workspace of size MAX(size1,size2)*MAX(sizeof(double),sizeof(size_t)) * used in various routines */ union { void *work; size_t *work_sze; double *work_dbl; }; size_t sptype; /* sparse storage type */ } gsl_spmatrix; #define GSL_SPMATRIX_TRIPLET (0) #define GSL_SPMATRIX_CCS (1) #define GSL_SPMATRIX_CRS (2) #define GSL_SPMATRIX_ISTRIPLET(m) ((m)->sptype == GSL_SPMATRIX_TRIPLET) #define GSL_SPMATRIX_ISCCS(m) ((m)->sptype == GSL_SPMATRIX_CCS) #define GSL_SPMATRIX_ISCRS(m) ((m)->sptype == GSL_SPMATRIX_CRS) /* * Prototypes */ gsl_spmatrix *gsl_spmatrix_alloc(const size_t n1, const size_t n2); gsl_spmatrix *gsl_spmatrix_alloc_nzmax(const size_t n1, const size_t n2, const size_t nzmax, const size_t flags); void gsl_spmatrix_free(gsl_spmatrix *m); int gsl_spmatrix_realloc(const size_t nzmax, gsl_spmatrix *m); int gsl_spmatrix_set_zero(gsl_spmatrix *m); size_t gsl_spmatrix_nnz(const gsl_spmatrix *m); int gsl_spmatrix_compare_idx(const size_t ia, const size_t ja, const size_t ib, const size_t jb); int gsl_spmatrix_tree_rebuild(gsl_spmatrix * m); /* spcopy.c */ int gsl_spmatrix_memcpy(gsl_spmatrix *dest, const gsl_spmatrix *src); /* spgetset.c */ double gsl_spmatrix_get(const gsl_spmatrix *m, const size_t i, const size_t j); int gsl_spmatrix_set(gsl_spmatrix *m, const size_t i, const size_t j, const double x); double *gsl_spmatrix_ptr(gsl_spmatrix *m, const size_t i, const size_t j); /* spcompress.c */ gsl_spmatrix *gsl_spmatrix_compcol(const gsl_spmatrix *T); gsl_spmatrix *gsl_spmatrix_ccs(const gsl_spmatrix *T); gsl_spmatrix *gsl_spmatrix_crs(const gsl_spmatrix *T); void gsl_spmatrix_cumsum(const size_t n, size_t *c); /* spio.c */ int gsl_spmatrix_fprintf(FILE *stream, const gsl_spmatrix *m, const char *format); gsl_spmatrix * gsl_spmatrix_fscanf(FILE *stream); int gsl_spmatrix_fwrite(FILE *stream, const gsl_spmatrix *m); int gsl_spmatrix_fread(FILE *stream, gsl_spmatrix *m); /* spoper.c */ int gsl_spmatrix_scale(gsl_spmatrix *m, const double x); int gsl_spmatrix_minmax(const gsl_spmatrix *m, double *min_out, double *max_out); int gsl_spmatrix_add(gsl_spmatrix *c, const gsl_spmatrix *a, const gsl_spmatrix *b); int gsl_spmatrix_d2sp(gsl_spmatrix *S, const gsl_matrix *A); int gsl_spmatrix_sp2d(gsl_matrix *A, const gsl_spmatrix *S); /* spprop.c */ int gsl_spmatrix_equal(const gsl_spmatrix *a, const gsl_spmatrix *b); /* spswap.c */ int gsl_spmatrix_transpose(gsl_spmatrix * m); int gsl_spmatrix_transpose2(gsl_spmatrix * m); int gsl_spmatrix_transpose_memcpy(gsl_spmatrix *dest, const gsl_spmatrix *src); __END_DECLS #endif /* __GSL_SPMATRIX_H__ */