/*
Defines a ILU factorization preconditioner for any Mat implementation
*/
#include <../src/ksp/pc/impls/factor/ilu/ilu.h> /*I "petscpc.h" I*/
/* ------------------------------------------------------------------------------------------*/
EXTERN_C_BEGIN
#undef __FUNCT__
#define __FUNCT__ "PCFactorSetReuseFill_ILU"
PetscErrorCode PCFactorSetReuseFill_ILU(PC pc,PetscBool flag)
{
PC_ILU *lu = (PC_ILU*)pc->data;
PetscFunctionBegin;
lu->reusefill = flag;
PetscFunctionReturn(0);
}
EXTERN_C_END
EXTERN_C_BEGIN
#undef __FUNCT__
#define __FUNCT__ "PCFactorReorderForNonzeroDiagonal_ILU"
PetscErrorCode PCFactorReorderForNonzeroDiagonal_ILU(PC pc,PetscReal z)
{
PC_ILU *ilu = (PC_ILU*)pc->data;
PetscFunctionBegin;
ilu->nonzerosalongdiagonal = PETSC_TRUE;
if (z == PETSC_DECIDE) ilu->nonzerosalongdiagonaltol = 1.e-10;
else ilu->nonzerosalongdiagonaltol = z;
PetscFunctionReturn(0);
}
EXTERN_C_END
#undef __FUNCT__
#define __FUNCT__ "PCReset_ILU"
PetscErrorCode PCReset_ILU(PC pc)
{
PC_ILU *ilu = (PC_ILU*)pc->data;
PetscErrorCode ierr;
PetscFunctionBegin;
if (!ilu->inplace) {ierr = MatDestroy(&((PC_Factor*)ilu)->fact);CHKERRQ(ierr);}
if (ilu->row && ilu->col && ilu->row != ilu->col) {ierr = ISDestroy(&ilu->row);CHKERRQ(ierr);}
ierr = ISDestroy(&ilu->col);CHKERRQ(ierr);
PetscFunctionReturn(0);
}
EXTERN_C_BEGIN
#undef __FUNCT__
#define __FUNCT__ "PCFactorSetDropTolerance_ILU"
PetscErrorCode PCFactorSetDropTolerance_ILU(PC pc,PetscReal dt,PetscReal dtcol,PetscInt dtcount)
{
PC_ILU *ilu = (PC_ILU*)pc->data;
PetscFunctionBegin;
if (pc->setupcalled && (((PC_Factor*)ilu)->info.dt != dt || ((PC_Factor*)ilu)->info.dtcol != dtcol || ((PC_Factor*)ilu)->info.dtcount != dtcount)) {
SETERRQ(((PetscObject)pc)->comm,PETSC_ERR_SUP,"Cannot change drop tolerance after using PC");
}
((PC_Factor*)ilu)->info.dt = dt;
((PC_Factor*)ilu)->info.dtcol = dtcol;
((PC_Factor*)ilu)->info.dtcount = dtcount;
((PC_Factor*)ilu)->info.usedt = 1.0;
PetscFunctionReturn(0);
}
EXTERN_C_END
EXTERN_C_BEGIN
#undef __FUNCT__
#define __FUNCT__ "PCFactorSetReuseOrdering_ILU"
PetscErrorCode PCFactorSetReuseOrdering_ILU(PC pc,PetscBool flag)
{
PC_ILU *ilu = (PC_ILU*)pc->data;
PetscFunctionBegin;
ilu->reuseordering = flag;
PetscFunctionReturn(0);
}
EXTERN_C_END
EXTERN_C_BEGIN
#undef __FUNCT__
#define __FUNCT__ "PCFactorSetUseInPlace_ILU"
PetscErrorCode PCFactorSetUseInPlace_ILU(PC pc)
{
PC_ILU *dir = (PC_ILU*)pc->data;
PetscFunctionBegin;
dir->inplace = PETSC_TRUE;
PetscFunctionReturn(0);
}
EXTERN_C_END
#undef __FUNCT__
#define __FUNCT__ "PCSetFromOptions_ILU"
static PetscErrorCode PCSetFromOptions_ILU(PC pc)
{
PetscErrorCode ierr;
PetscInt itmp;
PetscBool flg;
PC_ILU *ilu = (PC_ILU*)pc->data;
PetscReal tol;
/* PetscReal dt[3]; */
PetscFunctionBegin;
ierr = PetscOptionsHead("ILU Options");CHKERRQ(ierr);
ierr = PCSetFromOptions_Factor(pc);CHKERRQ(ierr);
ierr = PetscOptionsInt("-pc_factor_levels","levels of fill","PCFactorSetLevels",(PetscInt)((PC_Factor*)ilu)->info.levels,&itmp,&flg);CHKERRQ(ierr);
if (flg) ((PC_Factor*)ilu)->info.levels = itmp;
flg = PETSC_FALSE;
ierr = PetscOptionsBool("-pc_factor_diagonal_fill","Allow fill into empty diagonal entry","PCFactorSetAllowDiagonalFill",flg,&flg,PETSC_NULL);CHKERRQ(ierr);
((PC_Factor*)ilu)->info.diagonal_fill = (double) flg;
/*
dt[0] = ((PC_Factor*)ilu)->info.dt;
dt[1] = ((PC_Factor*)ilu)->info.dtcol;
dt[2] = ((PC_Factor*)ilu)->info.dtcount;
PetscInt dtmax = 3;
ierr = PetscOptionsRealArray("-pc_factor_drop_tolerance,","
","PCFactorSetDropTolerance",dt,&dtmax,&flg);CHKERRQ(ierr);
if (flg) {
ierr = PCFactorSetDropTolerance(pc,dt[0],dt[1],(PetscInt)dt[2]);CHKERRQ(ierr);
}
*/
ierr = PetscOptionsName("-pc_factor_nonzeros_along_diagonal","Reorder to remove zeros from diagonal","PCFactorReorderForNonzeroDiagonal",&flg);CHKERRQ(ierr);
if (flg) {
tol = PETSC_DECIDE;
ierr = PetscOptionsReal("-pc_factor_nonzeros_along_diagonal","Reorder to remove zeros from diagonal","PCFactorReorderForNonzeroDiagonal",ilu->nonzerosalongdiagonaltol,&tol,0);CHKERRQ(ierr);
ierr = PCFactorReorderForNonzeroDiagonal(pc,tol);CHKERRQ(ierr);
}
ierr = PetscOptionsTail();CHKERRQ(ierr);
PetscFunctionReturn(0);
}
#undef __FUNCT__
#define __FUNCT__ "PCView_ILU"
static PetscErrorCode PCView_ILU(PC pc,PetscViewer viewer)
{
PC_ILU *ilu = (PC_ILU*)pc->data;
PetscErrorCode ierr;
PetscBool iascii;
PetscFunctionBegin;
ierr = PetscObjectTypeCompare((PetscObject)viewer,PETSCVIEWERASCII,&iascii);CHKERRQ(ierr);
if (iascii) {
if (ilu->inplace) {
ierr = PetscViewerASCIIPrintf(viewer," ILU: in-place factorization\n");CHKERRQ(ierr);
} else {
ierr = PetscViewerASCIIPrintf(viewer," ILU: out-of-place factorization\n");CHKERRQ(ierr);
}
if (ilu->reusefill) {ierr = PetscViewerASCIIPrintf(viewer," ILU: Reusing fill from past factorization\n");CHKERRQ(ierr);}
if (ilu->reuseordering) {ierr = PetscViewerASCIIPrintf(viewer," ILU: Reusing reordering from past factorization\n");CHKERRQ(ierr);}
}
ierr = PCView_Factor(pc,viewer);CHKERRQ(ierr);
PetscFunctionReturn(0);
}
#undef __FUNCT__
#define __FUNCT__ "PCSetUp_ILU"
static PetscErrorCode PCSetUp_ILU(PC pc)
{
PetscErrorCode ierr;
PC_ILU *ilu = (PC_ILU*)pc->data;
MatInfo info;
PetscBool flg;
PetscFunctionBegin;
/* ugly hack to change default, since it is not support by some matrix types */
if (((PC_Factor*)ilu)->info.shifttype == (PetscReal)MAT_SHIFT_NONZERO) {
ierr = PetscObjectTypeCompare((PetscObject)pc->pmat,MATSEQAIJ,&flg);CHKERRQ(ierr);
if (!flg) {
ierr = PetscObjectTypeCompare((PetscObject)pc->pmat,MATMPIAIJ,&flg);CHKERRQ(ierr);
if (!flg) {
((PC_Factor*)ilu)->info.shifttype = (PetscReal)MAT_SHIFT_INBLOCKS;
PetscInfo(pc,"Changing shift type from NONZERO to INBLOCKS because block matrices do not support NONZERO");CHKERRQ(ierr);
}
}
}
if (ilu->inplace) {
CHKMEMQ;
if (!pc->setupcalled) {
/* In-place factorization only makes sense with the natural ordering,
so we only need to get the ordering once, even if nonzero structure changes */
ierr = MatGetOrdering(pc->pmat,((PC_Factor*)ilu)->ordering,&ilu->row,&ilu->col);CHKERRQ(ierr);
if (ilu->row) {ierr = PetscLogObjectParent(pc,ilu->row);CHKERRQ(ierr);}
if (ilu->col) {ierr = PetscLogObjectParent(pc,ilu->col);CHKERRQ(ierr);}
}
/* In place ILU only makes sense with fill factor of 1.0 because
cannot have levels of fill */
((PC_Factor*)ilu)->info.fill = 1.0;
((PC_Factor*)ilu)->info.diagonal_fill = 0.0;
ierr = MatILUFactor(pc->pmat,ilu->row,ilu->col,&((PC_Factor*)ilu)->info);CHKERRQ(ierr);CHKMEMQ;
((PC_Factor*)ilu)->fact = pc->pmat;
} else {
if (!pc->setupcalled) {
/* first time in so compute reordering and symbolic factorization */
ierr = MatGetOrdering(pc->pmat,((PC_Factor*)ilu)->ordering,&ilu->row,&ilu->col);CHKERRQ(ierr);
if (ilu->row) {ierr = PetscLogObjectParent(pc,ilu->row);CHKERRQ(ierr);}
if (ilu->col) {ierr = PetscLogObjectParent(pc,ilu->col);CHKERRQ(ierr);}
/* Remove zeros along diagonal? */
if (ilu->nonzerosalongdiagonal) {
ierr = MatReorderForNonzeroDiagonal(pc->pmat,ilu->nonzerosalongdiagonaltol,ilu->row,ilu->col);CHKERRQ(ierr);
}
if (!((PC_Factor*)ilu)->fact) {
ierr = MatGetFactor(pc->pmat,((PC_Factor*)ilu)->solvertype,MAT_FACTOR_ILU,&((PC_Factor*)ilu)->fact);CHKERRQ(ierr);
}
ierr = MatILUFactorSymbolic(((PC_Factor*)ilu)->fact,pc->pmat,ilu->row,ilu->col,&((PC_Factor*)ilu)->info);CHKERRQ(ierr);
ierr = MatGetInfo(((PC_Factor*)ilu)->fact,MAT_LOCAL,&info);CHKERRQ(ierr);
ilu->actualfill = info.fill_ratio_needed;
ierr = PetscLogObjectParent(pc,((PC_Factor*)ilu)->fact);CHKERRQ(ierr);
} else if (pc->flag != SAME_NONZERO_PATTERN) {
if (!ilu->reuseordering) {
/* compute a new ordering for the ILU */
ierr = ISDestroy(&ilu->row);CHKERRQ(ierr);
ierr = ISDestroy(&ilu->col);CHKERRQ(ierr);
ierr = MatGetOrdering(pc->pmat,((PC_Factor*)ilu)->ordering,&ilu->row,&ilu->col);CHKERRQ(ierr);
if (ilu->row) {ierr = PetscLogObjectParent(pc,ilu->row);CHKERRQ(ierr);}
if (ilu->col) {ierr = PetscLogObjectParent(pc,ilu->col);CHKERRQ(ierr);}
/* Remove zeros along diagonal? */
if (ilu->nonzerosalongdiagonal) {
ierr = MatReorderForNonzeroDiagonal(pc->pmat,ilu->nonzerosalongdiagonaltol,ilu->row,ilu->col);CHKERRQ(ierr);
}
}
ierr = MatDestroy(&((PC_Factor*)ilu)->fact);CHKERRQ(ierr);
ierr = MatGetFactor(pc->pmat,((PC_Factor*)ilu)->solvertype,MAT_FACTOR_ILU,&((PC_Factor*)ilu)->fact);CHKERRQ(ierr);
ierr = MatILUFactorSymbolic(((PC_Factor*)ilu)->fact,pc->pmat,ilu->row,ilu->col,&((PC_Factor*)ilu)->info);CHKERRQ(ierr);
ierr = MatGetInfo(((PC_Factor*)ilu)->fact,MAT_LOCAL,&info);CHKERRQ(ierr);
ilu->actualfill = info.fill_ratio_needed;
ierr = PetscLogObjectParent(pc,((PC_Factor*)ilu)->fact);CHKERRQ(ierr);
}
CHKMEMQ;
ierr = MatLUFactorNumeric(((PC_Factor*)ilu)->fact,pc->pmat,&((PC_Factor*)ilu)->info);CHKERRQ(ierr);
CHKMEMQ;
}
PetscFunctionReturn(0);
}
#undef __FUNCT__
#define __FUNCT__ "PCDestroy_ILU"
static PetscErrorCode PCDestroy_ILU(PC pc)
{
PC_ILU *ilu = (PC_ILU*)pc->data;
PetscErrorCode ierr;
PetscFunctionBegin;
ierr = PCReset_ILU(pc);CHKERRQ(ierr);
ierr = PetscFree(((PC_Factor*)ilu)->solvertype);CHKERRQ(ierr);
ierr = PetscFree(((PC_Factor*)ilu)->ordering);CHKERRQ(ierr);
ierr = PetscFree(pc->data);CHKERRQ(ierr);
PetscFunctionReturn(0);
}
#undef __FUNCT__
#define __FUNCT__ "PCApply_ILU"
static PetscErrorCode PCApply_ILU(PC pc,Vec x,Vec y)
{
PC_ILU *ilu = (PC_ILU*)pc->data;
PetscErrorCode ierr;
PetscFunctionBegin;
ierr = MatSolve(((PC_Factor*)ilu)->fact,x,y);CHKERRQ(ierr);
PetscFunctionReturn(0);
}
#undef __FUNCT__
#define __FUNCT__ "PCApplyTranspose_ILU"
static PetscErrorCode PCApplyTranspose_ILU(PC pc,Vec x,Vec y)
{
PC_ILU *ilu = (PC_ILU*)pc->data;
PetscErrorCode ierr;
PetscFunctionBegin;
ierr = MatSolveTranspose(((PC_Factor*)ilu)->fact,x,y);CHKERRQ(ierr);
PetscFunctionReturn(0);
}
#undef __FUNCT__
#define __FUNCT__ "PCApplySymmetricLeft_ILU"
static PetscErrorCode PCApplySymmetricLeft_ILU(PC pc,Vec x,Vec y)
{
PetscErrorCode ierr;
PC_ILU *icc = (PC_ILU*)pc->data;
PetscFunctionBegin;
ierr = MatForwardSolve(((PC_Factor*)icc)->fact,x,y);CHKERRQ(ierr);
PetscFunctionReturn(0);
}
#undef __FUNCT__
#define __FUNCT__ "PCApplySymmetricRight_ILU"
static PetscErrorCode PCApplySymmetricRight_ILU(PC pc,Vec x,Vec y)
{
PetscErrorCode ierr;
PC_ILU *icc = (PC_ILU*)pc->data;
PetscFunctionBegin;
ierr = MatBackwardSolve(((PC_Factor*)icc)->fact,x,y);CHKERRQ(ierr);
PetscFunctionReturn(0);
}
/*MC
PCILU - Incomplete factorization preconditioners.
Options Database Keys:
+ -pc_factor_levels - number of levels of fill for ILU(k)
. -pc_factor_in_place - only for ILU(0) with natural ordering, reuses the space of the matrix for
its factorization (overwrites original matrix)
. -pc_factor_diagonal_fill - fill in a zero diagonal even if levels of fill indicate it wouldn't be fill
. -pc_factor_reuse_ordering - reuse ordering of factorized matrix from previous factorization
. -pc_factor_fill - expected amount of fill in factored matrix compared to original matrix, nfill > 1
. -pc_factor_nonzeros_along_diagonal - reorder the matrix before factorization to remove zeros from the diagonal,
this decreases the chance of getting a zero pivot
. -pc_factor_mat_ordering_type - set the row/column ordering of the factored matrix
. -pc_factor_pivot_in_blocks - for block ILU(k) factorization, i.e. with BAIJ matrices with block size larger
than 1 the diagonal blocks are factored with partial pivoting (this increases the
stability of the ILU factorization
Level: beginner
Concepts: incomplete factorization
Notes: Only implemented for some matrix formats. (for parallel see PCHYPRE for hypre's ILU)
For BAIJ matrices this implements a point block ILU
The "symmetric" application of this preconditioner is not actually symmetric since L is not transpose(U)
even when the matrix is not symmetric since the U stores the diagonals of the factorization.
If you are using MATSEQAIJCUSP matrices (or MATMPIAIJCUSP matrices with block Jacobi) you must have ./configured
PETSc with also --download-txpetscgpu to have the triangular solves performed on the GPU (factorization is never
done on the GPU).
References:
T. Dupont, R. Kendall, and H. Rachford. An approximate factorization procedure for solving
self-adjoint elliptic difference equations. SIAM J. Numer. Anal., 5:559--573, 1968.
T.A. Oliphant. An implicit numerical method for solving two-dimensional time-dependent dif-
fusion problems. Quart. Appl. Math., 19:221--229, 1961.
Review article: APPROXIMATE AND INCOMPLETE FACTORIZATIONS, TONY F. CHAN AND HENK A. VAN DER VORST
http://igitur-archive.library.uu.nl/math/2001-0621-115821/proc.pdf chapter in Parallel Numerical
Algorithms, edited by D. Keyes, A. Semah, V. Venkatakrishnan, ICASE/LaRC Interdisciplinary Series in
Science and Engineering, Kluwer, pp. 167--202.
.seealso: PCCreate(), PCSetType(), PCType (for list of available types), PC, PCSOR, MatOrderingType,
PCFactorSetZeroPivot(), PCFactorSetShiftSetType(), PCFactorSetAmount(),
PCFactorSetDropTolerance(),PCFactorSetFill(), PCFactorSetMatOrderingType(), PCFactorSetReuseOrdering(),
PCFactorSetLevels(), PCFactorSetUseInPlace(), PCFactorSetAllowDiagonalFill(), PCFactorSetPivotInBlocks()
M*/
EXTERN_C_BEGIN
#undef __FUNCT__
#define __FUNCT__ "PCCreate_ILU"
PetscErrorCode PCCreate_ILU(PC pc)
{
PetscErrorCode ierr;
PC_ILU *ilu;
PetscFunctionBegin;
ierr = PetscNewLog(pc,PC_ILU,&ilu);CHKERRQ(ierr);
((PC_Factor*)ilu)->fact = 0;
ierr = MatFactorInfoInitialize(&((PC_Factor*)ilu)->info);CHKERRQ(ierr);
((PC_Factor*)ilu)->factortype = MAT_FACTOR_ILU;
((PC_Factor*)ilu)->info.levels = 0.;
((PC_Factor*)ilu)->info.fill = 1.0;
ilu->col = 0;
ilu->row = 0;
ilu->inplace = PETSC_FALSE;
ierr = PetscStrallocpy(MATSOLVERPETSC,&((PC_Factor*)ilu)->solvertype);CHKERRQ(ierr);
ierr = PetscStrallocpy(MATORDERINGNATURAL,(char**)&((PC_Factor*)ilu)->ordering);CHKERRQ(ierr);
ilu->reuseordering = PETSC_FALSE;
((PC_Factor*)ilu)->info.dt = PETSC_DEFAULT;
((PC_Factor*)ilu)->info.dtcount = PETSC_DEFAULT;
((PC_Factor*)ilu)->info.dtcol = PETSC_DEFAULT;
((PC_Factor*)ilu)->info.shifttype = (PetscReal)MAT_SHIFT_INBLOCKS;
((PC_Factor*)ilu)->info.shiftamount = 100.0*PETSC_MACHINE_EPSILON;
((PC_Factor*)ilu)->info.zeropivot = 100.0*PETSC_MACHINE_EPSILON;
((PC_Factor*)ilu)->info.pivotinblocks = 1.0;
ilu->reusefill = PETSC_FALSE;
((PC_Factor*)ilu)->info.diagonal_fill = 0.0;
pc->data = (void*)ilu;
pc->ops->reset = PCReset_ILU;
pc->ops->destroy = PCDestroy_ILU;
pc->ops->apply = PCApply_ILU;
pc->ops->applytranspose = PCApplyTranspose_ILU;
pc->ops->setup = PCSetUp_ILU;
pc->ops->setfromoptions = PCSetFromOptions_ILU;
pc->ops->getfactoredmatrix = PCFactorGetMatrix_Factor;
pc->ops->view = PCView_ILU;
pc->ops->applysymmetricleft = PCApplySymmetricLeft_ILU;
pc->ops->applysymmetricright = PCApplySymmetricRight_ILU;
pc->ops->applyrichardson = 0;
ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCFactorSetZeroPivot_C","PCFactorSetZeroPivot_Factor",
PCFactorSetZeroPivot_Factor);CHKERRQ(ierr);
ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCFactorSetShiftType_C","PCFactorSetShiftType_Factor",
PCFactorSetShiftType_Factor);CHKERRQ(ierr);
ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCFactorSetShiftAmount_C","PCFactorSetShiftAmount_Factor",
PCFactorSetShiftAmount_Factor);CHKERRQ(ierr);
ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCFactorGetMatSolverPackage_C","PCFactorGetMatSolverPackage_Factor",
PCFactorGetMatSolverPackage_Factor);CHKERRQ(ierr);
ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCFactorSetMatSolverPackage_C","PCFactorSetMatSolverPackage_Factor",
PCFactorSetMatSolverPackage_Factor);CHKERRQ(ierr);
ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCFactorSetUpMatSolverPackage_C","PCFactorSetUpMatSolverPackage_Factor",
PCFactorSetUpMatSolverPackage_Factor);CHKERRQ(ierr);
ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCFactorSetDropTolerance_C","PCFactorSetDropTolerance_ILU",
PCFactorSetDropTolerance_ILU);CHKERRQ(ierr);
ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCFactorSetFill_C","PCFactorSetFill_Factor",
PCFactorSetFill_Factor);CHKERRQ(ierr);
ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCFactorSetMatOrderingType_C","PCFactorSetMatOrderingType_Factor",
PCFactorSetMatOrderingType_Factor);CHKERRQ(ierr);
ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCFactorSetReuseOrdering_C","PCFactorSetReuseOrdering_ILU",
PCFactorSetReuseOrdering_ILU);CHKERRQ(ierr);
ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCFactorSetReuseFill_C","PCFactorSetReuseFill_ILU",
PCFactorSetReuseFill_ILU);CHKERRQ(ierr);
ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCFactorSetLevels_C","PCFactorSetLevels_Factor",
PCFactorSetLevels_Factor);CHKERRQ(ierr);
ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCFactorSetUseInPlace_C","PCFactorSetUseInPlace_ILU",
PCFactorSetUseInPlace_ILU);CHKERRQ(ierr);
ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCFactorSetAllowDiagonalFill_C","PCFactorSetAllowDiagonalFill_Factor",
PCFactorSetAllowDiagonalFill_Factor);CHKERRQ(ierr);
ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCFactorSetPivotInBlocks_C","PCFactorSetPivotInBlocks_Factor",
PCFactorSetPivotInBlocks_Factor);CHKERRQ(ierr);
ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCFactorReorderForNonzeroDiagonal_C","PCFactorReorderForNonzeroDiagonal_ILU",
PCFactorReorderForNonzeroDiagonal_ILU);CHKERRQ(ierr);
PetscFunctionReturn(0);
}
EXTERN_C_END