/* ========================================================================== */ /* === Cholesky/cholmod_resymbol ============================================ */ /* ========================================================================== */ /* ----------------------------------------------------------------------------- * CHOLMOD/Cholesky Module. Copyright (C) 2005-2006, Timothy A. Davis * The CHOLMOD/Cholesky Module is licensed under Version 2.1 of the GNU * Lesser General Public License. See lesser.txt for a text of the license. * CHOLMOD is also available under other licenses; contact authors for details. * http://www.cise.ufl.edu/research/sparse * -------------------------------------------------------------------------- */ /* Recompute the symbolic pattern of L. Entries not in the symbolic pattern * are dropped. L->Perm can be used (or not) to permute the input matrix A. * * These routines are used after a supernodal factorization is converted into * a simplicial one, to remove zero entries that were added due to relaxed * supernode amalgamation. They can also be used after a series of downdates * to remove entries that would no longer be present if the matrix were * factorized from scratch. A downdate (cholmod_updown) does not remove any * entries from L. * * workspace: Flag (nrow), Head (nrow+1), * if symmetric: Iwork (2*nrow) * if unsymmetric: Iwork (2*nrow+ncol). * Allocates up to 2 copies of its input matrix A (pattern only). */ #ifndef NCHOLESKY #include "cholmod_internal.h" #include "cholmod_cholesky.h" /* ========================================================================== */ /* === cholmod_resymbol ===================================================== */ /* ========================================================================== */ /* Remove entries from L that are not in the factorization of P*A*P', P*A*A'*P', * or P*F*F'*P' (depending on A->stype and whether fset is NULL or not). * * cholmod_resymbol is the same as cholmod_resymbol_noperm, except that it * first permutes A according to L->Perm. A can be upper/lower/unsymmetric, * in contrast to cholmod_resymbol_noperm (which can be lower or unsym). */ int CHOLMOD(resymbol) ( /* ---- input ---- */ cholmod_sparse *A, /* matrix to analyze */ Int *fset, /* subset of 0:(A->ncol)-1 */ size_t fsize, /* size of fset */ int pack, /* if TRUE, pack the columns of L */ /* ---- in/out --- */ cholmod_factor *L, /* factorization, entries pruned on output */ /* --------------- */ cholmod_common *Common ) { cholmod_sparse *H, *F, *G ; Int stype, nrow, ncol ; size_t s ; int ok = TRUE ; /* ---------------------------------------------------------------------- */ /* check inputs */ /* ---------------------------------------------------------------------- */ RETURN_IF_NULL_COMMON (FALSE) ; RETURN_IF_NULL (A, FALSE) ; RETURN_IF_NULL (L, FALSE) ; RETURN_IF_XTYPE_INVALID (A, CHOLMOD_PATTERN, CHOLMOD_ZOMPLEX, FALSE) ; RETURN_IF_XTYPE_INVALID (L, CHOLMOD_REAL, CHOLMOD_ZOMPLEX, FALSE) ; Common->status = CHOLMOD_OK ; if (L->is_super) { /* cannot operate on a supernodal factorization */ ERROR (CHOLMOD_INVALID, "cannot operate on supernodal L") ; return (FALSE) ; } if (L->n != A->nrow) { /* dimensions must agree */ ERROR (CHOLMOD_INVALID, "A and L dimensions do not match") ; return (FALSE) ; } /* ---------------------------------------------------------------------- */ /* allocate workspace */ /* ---------------------------------------------------------------------- */ stype = A->stype ; nrow = A->nrow ; ncol = A->ncol ; /* s = 2*nrow + (stype ? 0 : ncol) */ s = CHOLMOD(mult_size_t) (nrow, 2, &ok) ; s = CHOLMOD(add_size_t) (s, (stype ? 0 : ncol), &ok) ; if (!ok) { ERROR (CHOLMOD_TOO_LARGE, "problem too large") ; return (FALSE) ; } CHOLMOD(allocate_work) (nrow, s, 0, Common) ; if (Common->status < CHOLMOD_OK) { return (FALSE) ; } /* ---------------------------------------------------------------------- */ /* permute the input matrix if necessary */ /* ---------------------------------------------------------------------- */ H = NULL ; G = NULL ; if (stype > 0) { if (L->ordering == CHOLMOD_NATURAL) { /* F = triu(A)' */ /* workspace: Iwork (nrow) */ G = CHOLMOD(ptranspose) (A, 0, NULL, NULL, 0, Common) ; } else { /* F = triu(A(p,p))' */ /* workspace: Iwork (2*nrow) */ G = CHOLMOD(ptranspose) (A, 0, L->Perm, NULL, 0, Common) ; } F = G ; } else if (stype < 0) { if (L->ordering == CHOLMOD_NATURAL) { F = A ; } else { /* G = triu(A(p,p))' */ /* workspace: Iwork (2*nrow) */ G = CHOLMOD(ptranspose) (A, 0, L->Perm, NULL, 0, Common) ; /* H = G' */ /* workspace: Iwork (nrow) */ H = CHOLMOD(ptranspose) (G, 0, NULL, NULL, 0, Common) ; F = H ; } } else { if (L->ordering == CHOLMOD_NATURAL) { F = A ; } else { /* G = A(p,f)' */ /* workspace: Iwork (nrow if no fset; MAX (nrow,ncol) if fset)*/ G = CHOLMOD(ptranspose) (A, 0, L->Perm, fset, fsize, Common) ; /* H = G' */ /* workspace: Iwork (ncol) */ H = CHOLMOD(ptranspose) (G, 0, NULL, NULL, 0, Common) ; F = H ; } } /* No need to check for failure here. cholmod_resymbol_noperm will return * FALSE if F is NULL. */ /* ---------------------------------------------------------------------- */ /* resymbol */ /* ---------------------------------------------------------------------- */ ok = CHOLMOD(resymbol_noperm) (F, fset, fsize, pack, L, Common) ; /* ---------------------------------------------------------------------- */ /* free the temporary matrices, if they exist */ /* ---------------------------------------------------------------------- */ CHOLMOD(free_sparse) (&H, Common) ; CHOLMOD(free_sparse) (&G, Common) ; return (ok) ; } /* ========================================================================== */ /* === cholmod_resymbol_noperm ============================================== */ /* ========================================================================== */ /* Redo symbolic LDL' or LL' factorization of I + F*F' or I+A, where F=A(:,f). * * L already exists, but is a superset of the true dynamic pattern (simple * column downdates and row deletions haven't pruned anything). Just redo the * symbolic factorization and drop entries that are no longer there. The * diagonal is not modified. The number of nonzeros in column j of L * (L->nz[j]) can decrease. The column pointers (L->p[j]) remain unchanged if * pack is FALSE or if L is not monotonic. Otherwise, the columns of L are * packed in place. * * For the symmetric case, the columns of the lower triangular part of A * are accessed by column. NOTE that this the transpose of the general case. * * For the unsymmetric case, F=A(:,f) is accessed by column. * * A need not be sorted, and can be packed or unpacked. If L->Perm is not * identity, then A must already be permuted according to the permutation used * to factorize L. The advantage of using this routine is that it does not * need to create permuted copies of A first. * * This routine can be called if L is only partially factored via cholmod_rowfac * since all it does is prune. If an entry is in F*F' or A, but not in L, it * isn't added to L. * * L must be simplicial LDL' or LL'; it cannot be supernodal or symbolic. * * The set f is held in fset and fsize. * fset = NULL means ":" in MATLAB. fset is ignored. * fset != NULL means f = fset [0..fset-1]. * fset != NULL and fsize = 0 means f is the empty set. * There can be no duplicates in fset. * Common->status is set to CHOLMOD_INVALID if fset is invalid. * * workspace: Flag (nrow), Head (nrow+1), * if symmetric: Iwork (2*nrow) * if unsymmetric: Iwork (2*nrow+ncol). * Unlike cholmod_resymbol, this routine does not allocate any temporary * copies of its input matrix. */ int CHOLMOD(resymbol_noperm) ( /* ---- input ---- */ cholmod_sparse *A, /* matrix to analyze */ Int *fset, /* subset of 0:(A->ncol)-1 */ size_t fsize, /* size of fset */ int pack, /* if TRUE, pack the columns of L */ /* ---- in/out --- */ cholmod_factor *L, /* factorization, entries pruned on output */ /* --------------- */ cholmod_common *Common ) { double *Lx, *Lz ; Int i, j, k, row, parent, p, pend, pdest, ncol, apacked, sorted, nrow, nf, use_fset, mark, jj, stype, xtype ; Int *Ap, *Ai, *Anz, *Li, *Lp, *Lnz, *Flag, *Head, *Link, *Anext, *Iwork ; size_t s ; int ok = TRUE ; /* ---------------------------------------------------------------------- */ /* check inputs */ /* ---------------------------------------------------------------------- */ RETURN_IF_NULL_COMMON (FALSE) ; RETURN_IF_NULL (A, FALSE) ; RETURN_IF_NULL (L, FALSE) ; RETURN_IF_XTYPE_INVALID (A, CHOLMOD_PATTERN, CHOLMOD_ZOMPLEX, FALSE) ; RETURN_IF_XTYPE_INVALID (L, CHOLMOD_REAL, CHOLMOD_ZOMPLEX, FALSE) ; ncol = A->ncol ; nrow = A->nrow ; stype = A->stype ; ASSERT (IMPLIES (stype != 0, nrow == ncol)) ; if (stype > 0) { /* symmetric, with upper triangular part, not supported */ ERROR (CHOLMOD_INVALID, "symmetric upper not supported ") ; return (FALSE) ; } if (L->is_super) { /* cannot operate on a supernodal or symbolic factorization */ ERROR (CHOLMOD_INVALID, "cannot operate on supernodal L") ; return (FALSE) ; } if (L->n != A->nrow) { /* dimensions must agree */ ERROR (CHOLMOD_INVALID, "A and L dimensions do not match") ; return (FALSE) ; } Common->status = CHOLMOD_OK ; /* ---------------------------------------------------------------------- */ /* allocate workspace */ /* ---------------------------------------------------------------------- */ /* s = 2*nrow + (stype ? 0 : ncol) */ s = CHOLMOD(mult_size_t) (nrow, 2, &ok) ; if (stype != 0) { s = CHOLMOD(add_size_t) (s, ncol, &ok) ; } if (!ok) { ERROR (CHOLMOD_TOO_LARGE, "problem too large") ; return (FALSE) ; } CHOLMOD(allocate_work) (nrow, s, 0, Common) ; if (Common->status < CHOLMOD_OK) { return (FALSE) ; /* out of memory */ } ASSERT (CHOLMOD(dump_work) (TRUE, TRUE, 0, Common)) ; /* ---------------------------------------------------------------------- */ /* get inputs */ /* ---------------------------------------------------------------------- */ Ai = A->i ; Ap = A->p ; Anz = A->nz ; apacked = A->packed ; sorted = A->sorted ; Li = L->i ; Lx = L->x ; Lz = L->z ; Lp = L->p ; Lnz = L->nz ; xtype = L->xtype ; /* If L is monotonic on input, then it can be packed or * unpacked on output, depending on the pack input parameter. */ /* cannot pack a non-monotonic matrix */ if (!(L->is_monotonic)) { pack = FALSE ; } ASSERT (L->nzmax >= (size_t) (Lp [L->n])) ; pdest = 0 ; PRINT1 (("\n\n===================== Resymbol pack %d Apacked %d\n", pack, A->packed)) ; ASSERT (CHOLMOD(dump_sparse) (A, "ReSymbol A:", Common) >= 0) ; DEBUG (CHOLMOD(dump_factor) (L, "ReSymbol initial L (i, x):", Common)) ; /* ---------------------------------------------------------------------- */ /* get workspace */ /* ---------------------------------------------------------------------- */ Flag = Common->Flag ; /* size nrow */ Head = Common->Head ; /* size nrow+1 */ Iwork = Common->Iwork ; Link = Iwork ; /* size nrow (i/i/l) [ */ Lnz = Iwork + nrow ; /* size nrow (i/i/l), if L not packed */ Anext = Iwork + 2*((size_t) nrow) ; /* size ncol (i/i/l), unsym. only */ for (j = 0 ; j < nrow ; j++) { Link [j] = EMPTY ; } /* use Lnz in L itself */ Lnz = L->nz ; ASSERT (Lnz != NULL) ; /* ---------------------------------------------------------------------- */ /* for the unsymmetric case, queue each column of A (:,f) */ /* ---------------------------------------------------------------------- */ /* place each column of the basis set on the link list corresponding to */ /* the smallest row index in that column */ if (stype == 0) { use_fset = (fset != NULL) ; if (use_fset) { nf = fsize ; /* This is the only O(ncol) loop in cholmod_resymbol. * It is required only to check the fset. */ for (j = 0 ; j < ncol ; j++) { Anext [j] = -2 ; } for (jj = 0 ; jj < nf ; jj++) { j = fset [jj] ; if (j < 0 || j > ncol || Anext [j] != -2) { /* out-of-range or duplicate entry in fset */ ERROR (CHOLMOD_INVALID, "fset invalid") ; ASSERT (CHOLMOD(dump_work) (TRUE, TRUE, 0, Common)) ; return (FALSE) ; } /* flag column j as having been seen */ Anext [j] = EMPTY ; } /* the fset is now valid */ ASSERT (CHOLMOD(dump_perm) (fset, nf, ncol, "fset", Common)) ; } else { nf = ncol ; } for (jj = 0 ; jj < nf ; jj++) { j = (use_fset) ? (fset [jj]) : jj ; /* column j is the fset; find the smallest row (if any) */ p = Ap [j] ; pend = (apacked) ? (Ap [j+1]) : (p + Anz [j]) ; if (pend > p) { k = Ai [p] ; if (!sorted) { for ( ; p < pend ; p++) { k = MIN (k, Ai [p]) ; } } /* place column j on link list k */ ASSERT (k >= 0 && k < nrow) ; Anext [j] = Head [k] ; Head [k] = j ; } } } /* ---------------------------------------------------------------------- */ /* recompute symbolic LDL' factorization */ /* ---------------------------------------------------------------------- */ for (k = 0 ; k < nrow ; k++) { #ifndef NDEBUG PRINT1 (("\n\n================== Initial column k = "ID"\n", k)) ; for (p = Lp [k] ; p < Lp [k] + Lnz [k] ; p++) { PRINT1 ((" row: "ID" value: ", Li [p])) ; PRINT1 (("\n")) ; } PRINT1 (("Recomputing LDL, column k = "ID"\n", k)) ; #endif /* ------------------------------------------------------------------ */ /* compute column k of I+F*F' or I+A */ /* ------------------------------------------------------------------ */ /* flag the diagonal entry */ mark = CHOLMOD(clear_flag) (Common) ; Flag [k] = mark ; PRINT1 ((" row: "ID" (diagonal)\n", k)) ; if (stype != 0) { /* merge column k of A into Flag (lower triangular part only) */ p = Ap [k] ; pend = (apacked) ? (Ap [k+1]) : (p + Anz [k]) ; for ( ; p < pend ; p++) { i = Ai [p] ; if (i > k) { Flag [i] = mark ; } } } else { /* for each column j whos first row index is in row k */ for (j = Head [k] ; j != EMPTY ; j = Anext [j]) { /* merge column j of A into Flag */ PRINT1 ((" ---- A column "ID"\n", j)) ; p = Ap [j] ; pend = (apacked) ? (Ap [j+1]) : (p + Anz [j]) ; PRINT1 ((" length "ID" adding\n", pend-p)) ; for ( ; p < pend ; p++) { #ifndef NDEBUG ASSERT (Ai [p] >= k && Ai [p] < nrow) ; if (Flag [Ai [p]] < mark) PRINT1 ((" row "ID"\n", Ai [p])) ; #endif Flag [Ai [p]] = mark ; } } /* clear the kth link list */ Head [k] = EMPTY ; } /* ------------------------------------------------------------------ */ /* compute pruned pattern of kth column of L = union of children */ /* ------------------------------------------------------------------ */ /* for each column j of L whose parent is k */ for (j = Link [k] ; j != EMPTY ; j = Link [j]) { /* merge column j of L into Flag */ PRINT1 ((" ---- L column "ID"\n", k)) ; ASSERT (j < k) ; ASSERT (Lnz [j] > 0) ; p = Lp [j] ; pend = p + Lnz [j] ; ASSERT (Li [p] == j && Li [p+1] == k) ; p++ ; /* skip past the diagonal entry */ for ( ; p < pend ; p++) { /* add to pattern */ ASSERT (Li [p] >= k && Li [p] < nrow) ; Flag [Li [p]] = mark ; } } /* ------------------------------------------------------------------ */ /* prune the kth column of L */ /* ------------------------------------------------------------------ */ PRINT1 (("Final column of L:\n")) ; p = Lp [k] ; pend = p + Lnz [k] ; if (pack) { /* shift column k upwards */ Lp [k] = pdest ; } else { /* leave column k in place, just reduce Lnz [k] */ pdest = p ; } for ( ; p < pend ; p++) { ASSERT (pdest < pend) ; ASSERT (pdest <= p) ; row = Li [p] ; ASSERT (row >= k && row < nrow) ; if (Flag [row] == mark) { /* keep this entry */ Li [pdest] = row ; if (xtype == CHOLMOD_REAL) { Lx [pdest] = Lx [p] ; } else if (xtype == CHOLMOD_COMPLEX) { Lx [2*pdest ] = Lx [2*p ] ; Lx [2*pdest+1] = Lx [2*p+1] ; } else if (xtype == CHOLMOD_ZOMPLEX) { Lx [pdest] = Lx [p] ; Lz [pdest] = Lz [p] ; } pdest++ ; } } /* ------------------------------------------------------------------ */ /* prepare this column for its parent */ /* ------------------------------------------------------------------ */ Lnz [k] = pdest - Lp [k] ; PRINT1 ((" L("ID") length "ID"\n", k, Lnz [k])) ; ASSERT (Lnz [k] > 0) ; /* parent is the first entry in the column after the diagonal */ parent = (Lnz [k] > 1) ? (Li [Lp [k] + 1]) : EMPTY ; PRINT1 (("parent ("ID") = "ID"\n", k, parent)) ; ASSERT ((parent > k && parent < nrow) || (parent == EMPTY)) ; if (parent != EMPTY) { Link [k] = Link [parent] ; Link [parent] = k ; } } /* done using Iwork for Link, Lnz (if needed), and Anext ] */ /* ---------------------------------------------------------------------- */ /* convert L to packed, if requested */ /* ---------------------------------------------------------------------- */ if (pack) { /* finalize Lp */ Lp [nrow] = pdest ; /* Shrink L to be just large enough. It cannot fail. */ /* workspace: none */ ASSERT ((size_t) (Lp [nrow]) <= L->nzmax) ; CHOLMOD(reallocate_factor) (Lp [nrow], L, Common) ; ASSERT (Common->status >= CHOLMOD_OK) ; } /* ---------------------------------------------------------------------- */ /* clear workspace */ /* ---------------------------------------------------------------------- */ CHOLMOD(clear_flag) (Common) ; DEBUG (CHOLMOD(dump_factor) (L, "ReSymbol final L (i, x):", Common)) ; ASSERT (CHOLMOD(dump_work) (TRUE, TRUE, 0, Common)) ; return (TRUE) ; } #endif