/*! @file sp_coletree.c * \brief Tree layout and computation routines * *
 * -- SuperLU routine (version 3.1) --
 * Univ. of California Berkeley, Xerox Palo Alto Research Center,
 * and Lawrence Berkeley National Lab.
 * August 1, 2008
 *
 * Copyright (c) 1994 by Xerox Corporation.  All rights reserved.
 *
 * THIS MATERIAL IS PROVIDED AS IS, WITH ABSOLUTELY NO WARRANTY
 * EXPRESSED OR IMPLIED.  ANY USE IS AT YOUR OWN RISK.
 *
 * Permission is hereby granted to use or copy this program for any
 * purpose, provided the above notices are retained on all copies.
 * Permission to modify the code and to distribute modified code is
 * granted, provided the above notices are retained, and a notice that
 * the code was modified is included with the above copyright notice.
 * 
*/ /* Elimination tree computation and layout routines */ #include #include #include "slu_ddefs.h" /* * Implementation of disjoint set union routines. * Elements are integers in 0..n-1, and the * names of the sets themselves are of type int. * * Calls are: * initialize_disjoint_sets (n) initial call. * s = make_set (i) returns a set containing only i. * s = link (t, u) returns s = t union u, destroying t and u. * s = find (i) return name of set containing i. * finalize_disjoint_sets final call. * * This implementation uses path compression but not weighted union. * See Tarjan's book for details. * John Gilbert, CMI, 1987. * * Implemented path-halving by XSL 07/05/95. */ static int *mxCallocInt(int n) { register int i; int *buf; buf = (int *) SUPERLU_MALLOC( n * sizeof(int) ); if ( !buf ) { ABORT("SUPERLU_MALLOC fails for buf in mxCallocInt()"); } for (i = 0; i < n; i++) buf[i] = 0; return (buf); } static void initialize_disjoint_sets ( int n, int **pp ) { (*pp) = mxCallocInt(n); } static int make_set ( int i, int *pp ) { pp[i] = i; return i; } static int link ( int s, int t, int *pp ) { pp[s] = t; return t; } /* PATH HALVING */ static int find ( int i, int *pp ) { register int p, gp; p = pp[i]; gp = pp[p]; while (gp != p) { pp[i] = gp; i = gp; p = pp[i]; gp = pp[p]; } return (p); } #if 0 /* PATH COMPRESSION */ static int find ( int i ) { if (pp[i] != i) pp[i] = find (pp[i]); return pp[i]; } #endif static void finalize_disjoint_sets ( int *pp ) { SUPERLU_FREE(pp); } /* * Find the elimination tree for A'*A. * This uses something similar to Liu's algorithm. * It runs in time O(nz(A)*log n) and does not form A'*A. * * Input: * Sparse matrix A. Numeric values are ignored, so any * explicit zeros are treated as nonzero. * Output: * Integer array of parents representing the elimination * tree of the symbolic product A'*A. Each vertex is a * column of A, and nc means a root of the elimination forest. * * John R. Gilbert, Xerox, 10 Dec 1990 * Based on code by JRG dated 1987, 1988, and 1990. */ /* * Nonsymmetric elimination tree */ int sp_coletree( int *acolst, int *acolend, /* column start and end past 1 */ int *arow, /* row indices of A */ int nr, int nc, /* dimension of A */ int *parent /* parent in elim tree */ ) { int *root; /* root of subtee of etree */ int *firstcol; /* first nonzero col in each row*/ int rset, cset; int row, col; int rroot; int p; int *pp; root = mxCallocInt (nc); initialize_disjoint_sets (nc, &pp); /* Compute firstcol[row] = first nonzero column in row */ firstcol = mxCallocInt (nr); for (row = 0; row < nr; firstcol[row++] = nc); for (col = 0; col < nc; col++) for (p = acolst[col]; p < acolend[col]; p++) { row = arow[p]; firstcol[row] = SUPERLU_MIN(firstcol[row], col); } /* Compute etree by Liu's algorithm for symmetric matrices, except use (firstcol[r],c) in place of an edge (r,c) of A. Thus each row clique in A'*A is replaced by a star centered at its first vertex, which has the same fill. */ for (col = 0; col < nc; col++) { cset = make_set (col, pp); root[cset] = col; parent[col] = nc; /* Matlab */ for (p = acolst[col]; p < acolend[col]; p++) { row = firstcol[arow[p]]; if (row >= col) continue; rset = find (row, pp); rroot = root[rset]; if (rroot != col) { parent[rroot] = col; cset = link (cset, rset, pp); root[cset] = col; } } } SUPERLU_FREE (root); SUPERLU_FREE (firstcol); finalize_disjoint_sets (pp); return 0; } /* * q = TreePostorder (n, p); * * Postorder a tree. * Input: * p is a vector of parent pointers for a forest whose * vertices are the integers 0 to n-1; p[root]==n. * Output: * q is a vector indexed by 0..n-1 such that q[i] is the * i-th vertex in a postorder numbering of the tree. * * ( 2/7/95 modified by X.Li: * q is a vector indexed by 0:n-1 such that vertex i is the * q[i]-th vertex in a postorder numbering of the tree. * That is, this is the inverse of the previous q. ) * * In the child structure, lower-numbered children are represented * first, so that a tree which is already numbered in postorder * will not have its order changed. * * Written by John Gilbert, Xerox, 10 Dec 1990. * Based on code written by John Gilbert at CMI in 1987. */ static /* * Depth-first search from vertex v. */ void etdfs ( int v, int first_kid[], int next_kid[], int post[], int *postnum ) { int w; for (w = first_kid[v]; w != -1; w = next_kid[w]) { etdfs (w, first_kid, next_kid, post, postnum); } /* post[postnum++] = v; in Matlab */ post[v] = (*postnum)++; /* Modified by X. Li on 08/10/07 */ } static /* * Depth-first search from vertex n. No recursion. * This routine was contributed by Cédric Doucet, CEDRAT Group, Meylan, France. */ void nr_etdfs (int n, int *parent, int *first_kid, int *next_kid, int *post, int postnum) { int current = n, first, next; while (postnum != n){ /* no kid for the current node */ first = first_kid[current]; /* no first kid for the current node */ if (first == -1){ /* numbering this node because it has no kid */ post[current] = postnum++; /* looking for the next kid */ next = next_kid[current]; while (next == -1){ /* no more kids : back to the parent node */ current = parent[current]; /* numbering the parent node */ post[current] = postnum++; /* get the next kid */ next = next_kid[current]; } /* stopping criterion */ if (postnum==n+1) return; /* updating current node */ current = next; } /* updating current node */ else { current = first; } } } /* * Post order a tree */ int *TreePostorder( int n, int *parent ) { int *first_kid, *next_kid; /* Linked list of children. */ int *post, postnum; int v, dad; /* Allocate storage for working arrays and results */ first_kid = mxCallocInt (n+1); next_kid = mxCallocInt (n+1); post = mxCallocInt (n+1); /* Set up structure describing children */ for (v = 0; v <= n; first_kid[v++] = -1); for (v = n-1; v >= 0; v--) { dad = parent[v]; next_kid[v] = first_kid[dad]; first_kid[dad] = v; } /* Depth-first search from dummy root vertex #n */ postnum = 0; #if 0 /* recursion */ etdfs (n, first_kid, next_kid, post, &postnum); #else /* no recursion */ nr_etdfs(n, parent, first_kid, next_kid, post, postnum); #endif SUPERLU_FREE (first_kid); SUPERLU_FREE (next_kid); return post; } /* * p = spsymetree (A); * * Find the elimination tree for symmetric matrix A. * This uses Liu's algorithm, and runs in time O(nz*log n). * * Input: * Square sparse matrix A. No check is made for symmetry; * elements below and on the diagonal are ignored. * Numeric values are ignored, so any explicit zeros are * treated as nonzero. * Output: * Integer array of parents representing the etree, with n * meaning a root of the elimination forest. * Note: * This routine uses only the upper triangle, while sparse * Cholesky (as in spchol.c) uses only the lower. Matlab's * dense Cholesky uses only the upper. This routine could * be modified to use the lower triangle either by transposing * the matrix or by traversing it by rows with auxiliary * pointer and link arrays. * * John R. Gilbert, Xerox, 10 Dec 1990 * Based on code by JRG dated 1987, 1988, and 1990. * Modified by X.S. Li, November 1999. */ /* * Symmetric elimination tree */ int sp_symetree( int *acolst, int *acolend, /* column starts and ends past 1 */ int *arow, /* row indices of A */ int n, /* dimension of A */ int *parent /* parent in elim tree */ ) { int *root; /* root of subtree of etree */ int rset, cset; int row, col; int rroot; int p; int *pp; root = mxCallocInt (n); initialize_disjoint_sets (n, &pp); for (col = 0; col < n; col++) { cset = make_set (col, pp); root[cset] = col; parent[col] = n; /* Matlab */ for (p = acolst[col]; p < acolend[col]; p++) { row = arow[p]; if (row >= col) continue; rset = find (row, pp); rroot = root[rset]; if (rroot != col) { parent[rroot] = col; cset = link (cset, rset, pp); root[cset] = col; } } } SUPERLU_FREE (root); finalize_disjoint_sets (pp); return 0; } /* SP_SYMETREE */