impls/redundant/redundant.c

#define PETSCKSP_DLL

/*
  This file defines a "solve the problem redundantly on each subgroup of processor" preconditioner.
*/
#include "private/pcimpl.h"     /*I "petscpc.h" I*/
#include "petscksp.h"

typedef struct {
  KSP          ksp;
  PC           pc;                   /* actual preconditioner used on each processor */
  Vec          xsub,ysub;            /* vectors of a subcommunicator to hold parallel vectors of ((PetscObject)pc)->comm */
  Vec          xdup,ydup;            /* parallel vector that congregates xsub or ysub facilitating vector scattering */
  Mat          pmats;                /* matrix and optional preconditioner matrix belong to a subcommunicator */
  VecScatter   scatterin,scatterout; /* scatter used to move all values to each processor group (subcommunicator) */
  PetscBool    useparallelmat;
  PetscSubcomm psubcomm;
  PetscInt     nsubcomm;           /* num of data structure PetscSubcomm */
} PC_Redundant;

#undef __FUNCT__
#define __FUNCT__ "PCView_Redundant"
static PetscErrorCode PCView_Redundant(PC pc,PetscViewer viewer)
{
  PC_Redundant   *red = (PC_Redundant*)pc->data;
  PetscErrorCode ierr;
  PetscBool      iascii,isstring;
  PetscViewer    subviewer;

  PetscFunctionBegin;
  ierr = PetscTypeCompare((PetscObject)viewer,PETSCVIEWERASCII,&iascii);CHKERRQ(ierr);
  ierr = PetscTypeCompare((PetscObject)viewer,PETSCVIEWERSTRING,&isstring);CHKERRQ(ierr);
  if (iascii) {
    if (!red->psubcomm) {
      ierr = PetscViewerASCIIPrintf(viewer,"  Redundant preconditioner: Not yet setup\n");CHKERRQ(ierr);
    } else {
      ierr = PetscViewerASCIIPrintf(viewer,"  Redundant preconditioner: First (color=0) of %D PCs follows\n",red->nsubcomm);CHKERRQ(ierr);
      ierr = PetscViewerGetSubcomm(viewer,((PetscObject)red->pc)->comm,&subviewer);CHKERRQ(ierr);
      if (!red->psubcomm->color) { /* only view first redundant pc */
	ierr = PetscViewerASCIIPushTab(viewer);CHKERRQ(ierr);
	ierr = KSPView(red->ksp,subviewer);CHKERRQ(ierr);
	ierr = PetscViewerASCIIPopTab(viewer);CHKERRQ(ierr);
      }
      ierr = PetscViewerRestoreSubcomm(viewer,((PetscObject)red->pc)->comm,&subviewer);CHKERRQ(ierr);
    }
  } else if (isstring) {
    ierr = PetscViewerStringSPrintf(viewer," Redundant solver preconditioner");CHKERRQ(ierr);
  } else {
    SETERRQ1(((PetscObject)pc)->comm,PETSC_ERR_SUP,"Viewer type %s not supported for PC redundant",((PetscObject)viewer)->type_name);
  }
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "PCSetUp_Redundant"
static PetscErrorCode PCSetUp_Redundant(PC pc)
{
  PC_Redundant   *red = (PC_Redundant*)pc->data;
  PetscErrorCode ierr;
  PetscInt       mstart,mend,mlocal,m,mlocal_sub,rstart_sub,rend_sub,mloc_sub;
  PetscMPIInt    size;
  MatReuse       reuse = MAT_INITIAL_MATRIX;
  MatStructure   str = DIFFERENT_NONZERO_PATTERN;
  MPI_Comm       comm = ((PetscObject)pc)->comm,subcomm;
  Vec            vec;
  PetscMPIInt    subsize,subrank;
  const char     *prefix;
  const PetscInt *range;

  PetscFunctionBegin;
  ierr = MatGetVecs(pc->pmat,&vec,0);CHKERRQ(ierr);
  ierr = VecGetSize(vec,&m);CHKERRQ(ierr);

  if (!pc->setupcalled) {
    if (!red->psubcomm) {
      ierr = PetscSubcommCreate(comm,&red->psubcomm);CHKERRQ(ierr);
      ierr = PetscSubcommSetNumber(red->psubcomm,red->nsubcomm);CHKERRQ(ierr);
      ierr = PetscSubcommSetType(red->psubcomm,PETSC_SUBCOMM_INTERLACED);CHKERRQ(ierr);
      ierr = PetscLogObjectMemory(pc,sizeof(PetscSubcomm));CHKERRQ(ierr);

      /* create a new PC that processors in each subcomm have copy of */
      subcomm = red->psubcomm->comm;
      ierr = KSPCreate(subcomm,&red->ksp);CHKERRQ(ierr);
      ierr = PetscObjectIncrementTabLevel((PetscObject)red->ksp,(PetscObject)pc,1);CHKERRQ(ierr);
      ierr = PetscLogObjectParent(pc,red->ksp);CHKERRQ(ierr);
      ierr = KSPSetType(red->ksp,KSPPREONLY);CHKERRQ(ierr);
      ierr = KSPGetPC(red->ksp,&red->pc);CHKERRQ(ierr);
      ierr = PCSetType(red->pc,PCLU);CHKERRQ(ierr);

      ierr = PCGetOptionsPrefix(pc,&prefix);CHKERRQ(ierr);
      ierr = KSPSetOptionsPrefix(red->ksp,prefix);CHKERRQ(ierr);
      ierr = KSPAppendOptionsPrefix(red->ksp,"redundant_");CHKERRQ(ierr);
    } else {
       subcomm = red->psubcomm->comm;
    }

    /* create working vectors xsub/ysub and xdup/ydup */
    ierr = VecGetLocalSize(vec,&mlocal);CHKERRQ(ierr);
    ierr = VecGetOwnershipRange(vec,&mstart,&mend);CHKERRQ(ierr);

    /* get local size of xsub/ysub */
    ierr = MPI_Comm_size(subcomm,&subsize);CHKERRQ(ierr);
    ierr = MPI_Comm_rank(subcomm,&subrank);CHKERRQ(ierr);
    ierr = MatGetOwnershipRanges(pc->pmat,&range);CHKERRQ(ierr);
    rstart_sub = range[red->psubcomm->n*subrank]; /* rstart in xsub/ysub */
    if (subrank+1 < subsize){
      rend_sub = range[red->psubcomm->n*(subrank+1)];
    } else {
      rend_sub = m;
    }
    mloc_sub = rend_sub - rstart_sub;
    ierr = VecCreateMPI(subcomm,mloc_sub,PETSC_DECIDE,&red->ysub);CHKERRQ(ierr);
    /* create xsub with empty local arrays, because xdup's arrays will be placed into it */
    ierr = VecCreateMPIWithArray(subcomm,mloc_sub,PETSC_DECIDE,PETSC_NULL,&red->xsub);CHKERRQ(ierr);

    /* create xdup and ydup. ydup has empty local arrays because ysub's arrays will be place into it.
       Note: we use communicator dupcomm, not ((PetscObject)pc)->comm! */
    ierr = VecCreateMPI(red->psubcomm->dupparent,mloc_sub,PETSC_DECIDE,&red->xdup);CHKERRQ(ierr);
    ierr = VecCreateMPIWithArray(red->psubcomm->dupparent,mloc_sub,PETSC_DECIDE,PETSC_NULL,&red->ydup);CHKERRQ(ierr);

    /* create vec scatters */
    if (!red->scatterin){
      IS       is1,is2;
      PetscInt *idx1,*idx2,i,j,k;

      ierr = PetscMalloc2(red->psubcomm->n*mlocal,PetscInt,&idx1,red->psubcomm->n*mlocal,PetscInt,&idx2);CHKERRQ(ierr);
      j = 0;
      for (k=0; k<red->psubcomm->n; k++){
        for (i=mstart; i<mend; i++){
          idx1[j]   = i;
          idx2[j++] = i + m*k;
        }
      }
      ierr = ISCreateGeneral(comm,red->psubcomm->n*mlocal,idx1,PETSC_COPY_VALUES,&is1);CHKERRQ(ierr);
      ierr = ISCreateGeneral(comm,red->psubcomm->n*mlocal,idx2,PETSC_COPY_VALUES,&is2);CHKERRQ(ierr);
      ierr = VecScatterCreate(vec,is1,red->xdup,is2,&red->scatterin);CHKERRQ(ierr);
      ierr = ISDestroy(is1);CHKERRQ(ierr);
      ierr = ISDestroy(is2);CHKERRQ(ierr);

      ierr = ISCreateStride(comm,mlocal,mstart+ red->psubcomm->color*m,1,&is1);CHKERRQ(ierr);
      ierr = ISCreateStride(comm,mlocal,mstart,1,&is2);CHKERRQ(ierr);
      ierr = VecScatterCreate(red->xdup,is1,vec,is2,&red->scatterout);CHKERRQ(ierr);
      ierr = ISDestroy(is1);CHKERRQ(ierr);
      ierr = ISDestroy(is2);CHKERRQ(ierr);
      ierr = PetscFree2(idx1,idx2);CHKERRQ(ierr);
    }
  }
  ierr = VecDestroy(vec);CHKERRQ(ierr);

  /* if pmatrix set by user is sequential then we do not need to gather the parallel matrix */
  ierr = MPI_Comm_size(comm,&size);CHKERRQ(ierr);
  if (size == 1) {
    red->useparallelmat = PETSC_FALSE;
  }

  if (red->useparallelmat) {
    if (pc->setupcalled == 1 && pc->flag == DIFFERENT_NONZERO_PATTERN) {
      /* destroy old matrices */
      if (red->pmats) {
        ierr = MatDestroy(red->pmats);CHKERRQ(ierr);
      }
    } else if (pc->setupcalled == 1) {
      reuse = MAT_REUSE_MATRIX;
      str   = SAME_NONZERO_PATTERN;
    }

    /* grab the parallel matrix and put it into processors of a subcomminicator */
    /*--------------------------------------------------------------------------*/
    ierr = VecGetLocalSize(red->ysub,&mlocal_sub);CHKERRQ(ierr);
    ierr = MatGetRedundantMatrix(pc->pmat,red->psubcomm->n,red->psubcomm->comm,mlocal_sub,reuse,&red->pmats);CHKERRQ(ierr);
    /* tell PC of the subcommunicator its operators */
    ierr = KSPSetOperators(red->ksp,red->pmats,red->pmats,str);CHKERRQ(ierr);
  } else {
    ierr = KSPSetOperators(red->ksp,pc->mat,pc->pmat,pc->flag);CHKERRQ(ierr);
  }
  if (pc->setfromoptionscalled){
    ierr = KSPSetFromOptions(red->ksp);CHKERRQ(ierr);
  }
  ierr = KSPSetUp(red->ksp);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "PCApply_Redundant"
static PetscErrorCode PCApply_Redundant(PC pc,Vec x,Vec y)
{
  PC_Redundant   *red = (PC_Redundant*)pc->data;
  PetscErrorCode ierr;
  PetscScalar    *array;

  PetscFunctionBegin;
  /* scatter x to xdup */
  ierr = VecScatterBegin(red->scatterin,x,red->xdup,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
  ierr = VecScatterEnd(red->scatterin,x,red->xdup,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);

  /* place xdup's local array into xsub */
  ierr = VecGetArray(red->xdup,&array);CHKERRQ(ierr);
  ierr = VecPlaceArray(red->xsub,(const PetscScalar*)array);CHKERRQ(ierr);

  /* apply preconditioner on each processor */
  ierr = PCApply(red->pc,red->xsub,red->ysub);CHKERRQ(ierr);
  ierr = VecResetArray(red->xsub);CHKERRQ(ierr);
  ierr = VecRestoreArray(red->xdup,&array);CHKERRQ(ierr);

  /* place ysub's local array into ydup */
  ierr = VecGetArray(red->ysub,&array);CHKERRQ(ierr);
  ierr = VecPlaceArray(red->ydup,(const PetscScalar*)array);CHKERRQ(ierr);

  /* scatter ydup to y */
  ierr = VecScatterBegin(red->scatterout,red->ydup,y,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
  ierr = VecScatterEnd(red->scatterout,red->ydup,y,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
  ierr = VecResetArray(red->ydup);CHKERRQ(ierr);
  ierr = VecRestoreArray(red->ysub,&array);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "PCDestroy_Redundant"
static PetscErrorCode PCDestroy_Redundant(PC pc)
{
  PC_Redundant   *red = (PC_Redundant*)pc->data;
  PetscErrorCode ierr;

  PetscFunctionBegin;
  if (red->scatterin)  {ierr = VecScatterDestroy(red->scatterin);CHKERRQ(ierr);}
  if (red->scatterout) {ierr = VecScatterDestroy(red->scatterout);CHKERRQ(ierr);}
  if (red->ysub)       {ierr = VecDestroy(red->ysub);CHKERRQ(ierr);}
  if (red->xsub)       {ierr = VecDestroy(red->xsub);CHKERRQ(ierr);}
  if (red->xdup)       {ierr = VecDestroy(red->xdup);CHKERRQ(ierr);}
  if (red->ydup)       {ierr = VecDestroy(red->ydup);CHKERRQ(ierr);}
  if (red->pmats) {
    ierr = MatDestroy(red->pmats);CHKERRQ(ierr);
  }
  if (red->ksp) {ierr = KSPDestroy(red->ksp);CHKERRQ(ierr);}
  if (red->psubcomm) {ierr = PetscSubcommDestroy(red->psubcomm);CHKERRQ(ierr);}
  ierr = PetscFree(red);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

#undef __FUNCT__
#define __FUNCT__ "PCSetFromOptions_Redundant"
static PetscErrorCode PCSetFromOptions_Redundant(PC pc)
{
  PetscErrorCode ierr;
  PC_Redundant   *red = (PC_Redundant*)pc->data;

  PetscFunctionBegin;
  ierr = PetscOptionsHead("Redundant options");CHKERRQ(ierr);
  ierr = PetscOptionsInt("-pc_redundant_number","Number of redundant pc","PCRedundantSetNumber",red->nsubcomm,&red->nsubcomm,0);CHKERRQ(ierr);
  ierr = PetscOptionsTail();CHKERRQ(ierr);
  PetscFunctionReturn(0);
}

EXTERN_C_BEGIN
#undef __FUNCT__
#define __FUNCT__ "PCRedundantSetNumber_Redundant"
PetscErrorCode PETSCKSP_DLLEXPORT PCRedundantSetNumber_Redundant(PC pc,PetscInt nreds)
{
  PC_Redundant *red = (PC_Redundant*)pc->data;

  PetscFunctionBegin;
  red->nsubcomm = nreds;
  PetscFunctionReturn(0);
}
EXTERN_C_END

#undef __FUNCT__
#define __FUNCT__ "PCRedundantSetNumber"
/*@
   PCRedundantSetNumber - Sets the number of redundant preconditioner contexts.

   Logically Collective on PC

   Input Parameters:
+  pc - the preconditioner context
-  nredundant - number of redundant preconditioner contexts; for example if you are using 64 MPI processes and
                              use an nredundant of 4 there will be 4 parallel solves each on 16 = 64/4 processes.

   Level: advanced

.keywords: PC, redundant solve
@*/
PetscErrorCode PETSCKSP_DLLEXPORT PCRedundantSetNumber(PC pc,PetscInt nredundant)
{
  PetscErrorCode ierr,(*f)(PC,PetscInt);

  PetscFunctionBegin;
  PetscValidHeaderSpecific(pc,PC_CLASSID,1);
  if (nredundant <= 0) SETERRQ1(((PetscObject)pc)->comm,PETSC_ERR_ARG_WRONG, "num of redundant pc %D must be positive",nredundant);
  ierr = PetscObjectQueryFunction((PetscObject)pc,"PCRedundantSetNumber_C",(void (**)(void))&f);CHKERRQ(ierr);
  if (f) {
    ierr = (*f)(pc,nredundant);CHKERRQ(ierr);
  }
  PetscFunctionReturn(0);
}

EXTERN_C_BEGIN
#undef __FUNCT__
#define __FUNCT__ "PCRedundantSetScatter_Redundant"
PetscErrorCode PETSCKSP_DLLEXPORT PCRedundantSetScatter_Redundant(PC pc,VecScatter in,VecScatter out)
{
  PC_Redundant   *red = (PC_Redundant*)pc->data;
  PetscErrorCode ierr;

  PetscFunctionBegin;
  ierr = PetscObjectReference((PetscObject)in);CHKERRQ(ierr);
  if (red->scatterin) { ierr = VecScatterDestroy(red->scatterin);CHKERRQ(ierr); }
  red->scatterin  = in;
  ierr = PetscObjectReference((PetscObject)out);CHKERRQ(ierr);
  if (red->scatterout) { ierr = VecScatterDestroy(red->scatterout);CHKERRQ(ierr); }
  red->scatterout = out;
  PetscFunctionReturn(0);
}
EXTERN_C_END

#undef __FUNCT__
#define __FUNCT__ "PCRedundantSetScatter"
/*@
   PCRedundantSetScatter - Sets the scatter used to copy values into the
     redundant local solve and the scatter to move them back into the global
     vector.

   Logically Collective on PC

   Input Parameters:
+  pc - the preconditioner context
.  in - the scatter to move the values in
-  out - the scatter to move them out

   Level: advanced

.keywords: PC, redundant solve
@*/
PetscErrorCode PETSCKSP_DLLEXPORT PCRedundantSetScatter(PC pc,VecScatter in,VecScatter out)
{
  PetscErrorCode ierr,(*f)(PC,VecScatter,VecScatter);

  PetscFunctionBegin;
  PetscValidHeaderSpecific(pc,PC_CLASSID,1);
  PetscValidHeaderSpecific(in,VEC_SCATTER_CLASSID,2);
  PetscValidHeaderSpecific(out,VEC_SCATTER_CLASSID,3);
  ierr = PetscObjectQueryFunction((PetscObject)pc,"PCRedundantSetScatter_C",(void (**)(void))&f);CHKERRQ(ierr);
  if (f) {
    ierr = (*f)(pc,in,out);CHKERRQ(ierr);
  }
  PetscFunctionReturn(0);
}

EXTERN_C_BEGIN
#undef __FUNCT__
#define __FUNCT__ "PCRedundantGetPC_Redundant"
PetscErrorCode PETSCKSP_DLLEXPORT PCRedundantGetPC_Redundant(PC pc,PC *innerpc)
{
  PetscErrorCode ierr;
  PC_Redundant   *red = (PC_Redundant*)pc->data;
  MPI_Comm       comm,subcomm;
  const char     *prefix;

  PetscFunctionBegin;
  if (!red->psubcomm) {
    ierr = PetscObjectGetComm((PetscObject)pc,&comm);CHKERRQ(ierr);
    ierr = PetscSubcommCreate(comm,&red->psubcomm);CHKERRQ(ierr);
    ierr = PetscSubcommSetNumber(red->psubcomm,red->nsubcomm);CHKERRQ(ierr);
    ierr = PetscSubcommSetType(red->psubcomm,PETSC_SUBCOMM_INTERLACED);CHKERRQ(ierr);
    ierr = PetscLogObjectMemory(pc,sizeof(PetscSubcomm));CHKERRQ(ierr);

    /* create a new PC that processors in each subcomm have copy of */
    subcomm = red->psubcomm->comm;
    ierr = KSPCreate(subcomm,&red->ksp);CHKERRQ(ierr);
    ierr = PetscObjectIncrementTabLevel((PetscObject)red->ksp,(PetscObject)pc,1);CHKERRQ(ierr);
    ierr = PetscLogObjectParent(pc,red->ksp);CHKERRQ(ierr);
    ierr = KSPSetType(red->ksp,KSPPREONLY);CHKERRQ(ierr);
    ierr = KSPGetPC(red->ksp,&red->pc);CHKERRQ(ierr);
    ierr = PCSetType(red->pc,PCLU);CHKERRQ(ierr);

    ierr = PCGetOptionsPrefix(pc,&prefix);CHKERRQ(ierr);
    ierr = KSPSetOptionsPrefix(red->ksp,prefix);CHKERRQ(ierr);
    ierr = KSPAppendOptionsPrefix(red->ksp,"redundant_");CHKERRQ(ierr);
  }

  ierr = KSPGetPC(red->ksp,innerpc);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
EXTERN_C_END

#undef __FUNCT__
#define __FUNCT__ "PCRedundantGetPC"
/*@
   PCRedundantGetPC - Gets the sequential PC created by the redundant PC.

   Not Collective

   Input Parameter:
.  pc - the preconditioner context

   Output Parameter:
.  innerpc - the sequential PC

   Level: advanced

.keywords: PC, redundant solve
@*/
PetscErrorCode PETSCKSP_DLLEXPORT PCRedundantGetPC(PC pc,PC *innerpc)
{
  PetscErrorCode ierr,(*f)(PC,PC*);

  PetscFunctionBegin;
  PetscValidHeaderSpecific(pc,PC_CLASSID,1);
  PetscValidPointer(innerpc,2);
  ierr = PetscObjectQueryFunction((PetscObject)pc,"PCRedundantGetPC_C",(void (**)(void))&f);CHKERRQ(ierr);
  if (f) {
    ierr = (*f)(pc,innerpc);CHKERRQ(ierr);
  }
  PetscFunctionReturn(0);
}

EXTERN_C_BEGIN
#undef __FUNCT__
#define __FUNCT__ "PCRedundantGetOperators_Redundant"
PetscErrorCode PETSCKSP_DLLEXPORT PCRedundantGetOperators_Redundant(PC pc,Mat *mat,Mat *pmat)
{
  PC_Redundant *red = (PC_Redundant*)pc->data;

  PetscFunctionBegin;
  if (mat)  *mat  = red->pmats;
  if (pmat) *pmat = red->pmats;
  PetscFunctionReturn(0);
}
EXTERN_C_END

#undef __FUNCT__
#define __FUNCT__ "PCRedundantGetOperators"
/*@
   PCRedundantGetOperators - gets the sequential matrix and preconditioner matrix

   Not Collective

   Input Parameter:
.  pc - the preconditioner context

   Output Parameters:
+  mat - the matrix
-  pmat - the (possibly different) preconditioner matrix

   Level: advanced

.keywords: PC, redundant solve
@*/
PetscErrorCode PETSCKSP_DLLEXPORT PCRedundantGetOperators(PC pc,Mat *mat,Mat *pmat)
{
  PetscErrorCode ierr,(*f)(PC,Mat*,Mat*);

  PetscFunctionBegin;
  PetscValidHeaderSpecific(pc,PC_CLASSID,1);
  if (mat)  PetscValidPointer(mat,2);
  if (pmat) PetscValidPointer(pmat,3);
  ierr = PetscObjectQueryFunction((PetscObject)pc,"PCRedundantGetOperators_C",(void (**)(void))&f);CHKERRQ(ierr);
  if (f) {
    ierr = (*f)(pc,mat,pmat);CHKERRQ(ierr);
  }
  PetscFunctionReturn(0);
}

/* -------------------------------------------------------------------------------------*/
/*MC
     PCREDUNDANT - Runs a preconditioner for the entire problem on subgroups of processors

     Options for the redundant preconditioners can be set with -redundant_pc_xxx

  Options Database:
.  -pc_redundant_number <n> - number of redundant solves, for example if you are using 64 MPI processes and
                              use an n of 4 there will be 4 parallel solves each on 16 = 64/4 processes.

   Level: intermediate

.seealso:  PCCreate(), PCSetType(), PCType (for list of available types), PCRedundantSetScatter(),
           PCRedundantGetPC(), PCRedundantGetOperators(), PCRedundantSetNumber()
M*/

EXTERN_C_BEGIN
#undef __FUNCT__
#define __FUNCT__ "PCCreate_Redundant"
PetscErrorCode PETSCKSP_DLLEXPORT PCCreate_Redundant(PC pc)
{
  PetscErrorCode ierr;
  PC_Redundant   *red;
  PetscMPIInt    size;

  PetscFunctionBegin;
  ierr = PetscNewLog(pc,PC_Redundant,&red);CHKERRQ(ierr);
  ierr = MPI_Comm_size(((PetscObject)pc)->comm,&size);CHKERRQ(ierr);
  red->nsubcomm       = size;
  red->useparallelmat = PETSC_TRUE;
  pc->data            = (void*)red;

  pc->ops->apply           = PCApply_Redundant;
  pc->ops->applytranspose  = 0;
  pc->ops->setup           = PCSetUp_Redundant;
  pc->ops->destroy         = PCDestroy_Redundant;
  pc->ops->setfromoptions  = PCSetFromOptions_Redundant;
  pc->ops->view            = PCView_Redundant;
  ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCRedundantSetScatter_C","PCRedundantSetScatter_Redundant",
                    PCRedundantSetScatter_Redundant);CHKERRQ(ierr);
  ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCRedundantSetNumber_C","PCRedundantSetNumber_Redundant",
                    PCRedundantSetNumber_Redundant);CHKERRQ(ierr);
  ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCRedundantGetPC_C","PCRedundantGetPC_Redundant",
                    PCRedundantGetPC_Redundant);CHKERRQ(ierr);
  ierr = PetscObjectComposeFunctionDynamic((PetscObject)pc,"PCRedundantGetOperators_C","PCRedundantGetOperators_Redundant",
                    PCRedundantGetOperators_Redundant);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
EXTERN_C_END