/* MOD2SPARSE.H - Interface to module for handling sparse mod2 matrices. *//* Copyright (c) 2000, 2001 by Radford M. Neal  * * Permission is granted for anyone to copy, use, or modify this program  * for purposes of research or education, provided this copyright notice  * is retained, and note is made of any changes that have been made.  * * This program is distributed without any warranty, express or implied. * As this program was written for research purposes only, it has not been * tested to the degree that would be advisable in any important application. * All use of this program is entirely at the user's own risk. *//* This module implements operations on sparse matrices of mod2 elements    (bits, with addition and multiplication being done modulo 2).       All procedures in this module display an error message on standard    error and terminate the program if passed an invalid argument (indicative   of a programming error), or if memory cannot be allocated.  Errors from    invalid contents of a file result in an error code being returned to the    caller, with no message being printed by this module. *//* DATA STRUCTURES USED TO STORE A SPARSE MATRIX.  Non-zero entries (ie, 1s)   are represented by nodes that are doubly-linked both by row and by column,   with the headers for these lists being kept in arrays.  Nodes are allocated   in blocks to reduce time and space overhead.  Freed nodes are kept for   reuse in the same matrix, rather than being freed for other uses, except    that they are all freed when the matrix is cleared to all zeros by the   mod2sparse_clear procedure, or copied into by mod2sparse_copy.    Direct access to these structures should be avoided except in low-level   routines.  Use the macros and procedures defined below instead. */typedef struct mod2entry /* Structure representing a non-zero entry, or			      the header for a row or column               */{  int row, col;		  /* Row and column indexes of this entry, starting                             at 0, and with -1 for a row or column header  */  struct mod2entry *left, *right,  /* Pointers to entries adjacent in row  */                   *up, *down;     /* and column, or to headers.  Free*/                                   /*entries are linked by 'left'.*/  double pr, lr;/* Probability and likelihood ratios - not used */			  /* by the mod2sparse module itself */} mod2entry;#define Mod2sparse_block 10  /* Number of entries to block together for                                memory allocation */typedef struct mod2block /* Block of entries allocated all at once */{  struct mod2block *next;  /* Next block that has been allocated */  mod2entry entry[Mod2sparse_block]; /* Entries in this block */// Mod2sparse_block=10;} mod2block;typedef struct		/* Representation of a sparse matrix */{   int n_rows;		  /* Number of rows in the matrix */  int n_cols;		  /* Number of columns in the matrix */  mod2entry *rows;	  /* Pointer to array of row headers */  mod2entry *cols;	  /* Pointer to array of column headers */  mod2block *blocks;	  /* Blocks that have been allocated */  mod2entry *next_free;	  /* Next free entry */} mod2sparse;/* MACROS TO GET AT ELEMENTS OF A SPARSE MATRIX.  The 'first', 'last', 'next',   and 'prev' macros traverse the elements in a row or column.  Moving past   the first/last element gets one to a header element, which can be identified   using the 'at_end' macro.  Macros also exist for finding out the row    and column of an entry, and for finding out the dimensions of a matrix. */#define mod2sparse_first_in_row(m,i) ((m)->rows[i].right) /* Find the first   */#define mod2sparse_first_in_col(m,j) ((m)->cols[j].down)  /* or last entry in */#define mod2sparse_last_in_row(m,i) ((m)->rows[i].left)   /* a row or column  */#define mod2sparse_last_in_col(m,j) ((m)->cols[j].up)#define mod2sparse_next_in_row(e) ((e)->right)  /* Move from one entry to     */#define mod2sparse_next_in_col(e) ((e)->down)   /* another in any of the four */#define mod2sparse_prev_in_row(e) ((e)->left)   /* possible directions        */#define mod2sparse_prev_in_col(e) ((e)->up)   #define mod2sparse_at_end(e) ((e)->row<0) /* See if we've reached the end     */#define mod2sparse_row(e) ((e)->row)      /* Find out the row or column index */#define mod2sparse_col(e) ((e)->col)      /* of an entry (indexes start at 0) */#define mod2sparse_rows(m) ((m)->n_rows)  /* Get the number of rows or columns*/#define mod2sparse_cols(m) ((m)->n_cols)  /* in a matrix                      *//* POSSIBLE LU DECOMPOSITION STRATEGIES.  For use with mod2sparse_decomp. */typedef enum { 
  Mod2sparse_first,   Mod2sparse_mincol,   Mod2sparse_minprod} mod2sparse_strategy;/* PROCEDURES TO MANIPULATE SPARSE MATRICES. */mod2sparse *mod2sparse_allocate (int, int);void mod2sparse_free            (mod2sparse *);void mod2sparse_clear    (mod2sparse *);void mod2sparse_copy     (mod2sparse *, mod2sparse *);void mod2sparse_copyrows (mod2sparse *, mod2sparse *, int *);void mod2sparse_copycols (mod2sparse *, mod2sparse *, int *);void mod2sparse_print       (FILE *, mod2sparse *);int  mod2sparse_write       (FILE *, mod2sparse *);mod2sparse *mod2sparse_read (FILE *);mod2entry *mod2sparse_find   (mod2sparse *, int, int);mod2entry *mod2sparse_insert (mod2sparse *, int, int);void mod2sparse_delete       (mod2sparse *, mod2entry *);void mod2sparse_transpose (mod2sparse *, mod2sparse *);void mod2sparse_add       (mod2sparse *, mod2sparse *, mod2sparse *);void mod2sparse_multiply  (mod2sparse *, mod2sparse *, mod2sparse *);void mod2sparse_mulvec    (mod2sparse *, char *, char *);int mod2sparse_equal (mod2sparse *, mod2sparse *);int mod2sparse_count_row (mod2sparse *, int);int mod2sparse_count_col (mod2sparse *, int);void mod2sparse_add_row (mod2sparse *, int, mod2sparse *, int);void mod2sparse_add_col (mod2sparse *, int, mod2sparse *, int);int mod2sparse_decomp (mod2sparse *, int, mod2sparse *, mod2sparse *,                        int *, int *, mod2sparse_strategy, int, int);int mod2sparse_forward_sub  (mod2sparse *, int *, char *, char *);int mod2sparse_backward_sub (mod2sparse *, int *, char *, char *);