xref: /petsc/src/ksp/pc/impls/redundant/redundant.c (revision 4dfa11a44d5adf2389f1d3acbc8f3c1116dc6c3a)

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

typedef struct {
  KSP                ksp;
  PC                 pc;                    /* actual preconditioner used on each processor */
  Vec                xsub, ysub;            /* vectors of a subcommunicator to hold parallel vectors of PetscObjectComm((PetscObject)pc) */
  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 */
  PetscBool          shifttypeset;
  MatFactorShiftType shifttype;
} PC_Redundant;

PetscErrorCode PCFactorSetShiftType_Redundant(PC pc, MatFactorShiftType shifttype) {
  PC_Redundant *red = (PC_Redundant *)pc->data;

  PetscFunctionBegin;
  if (red->ksp) {
    PC pc;
    PetscCall(KSPGetPC(red->ksp, &pc));
    PetscCall(PCFactorSetShiftType(pc, shifttype));
  } else {
    red->shifttypeset = PETSC_TRUE;
    red->shifttype    = shifttype;
  }
  PetscFunctionReturn(0);
}

static PetscErrorCode PCView_Redundant(PC pc, PetscViewer viewer) {
  PC_Redundant *red = (PC_Redundant *)pc->data;
  PetscBool     iascii, isstring;
  PetscViewer   subviewer;

  PetscFunctionBegin;
  PetscCall(PetscObjectTypeCompare((PetscObject)viewer, PETSCVIEWERASCII, &iascii));
  PetscCall(PetscObjectTypeCompare((PetscObject)viewer, PETSCVIEWERSTRING, &isstring));
  if (iascii) {
    if (!red->psubcomm) {
      PetscCall(PetscViewerASCIIPrintf(viewer, "  Not yet setup\n"));
    } else {
      PetscCall(PetscViewerASCIIPrintf(viewer, "  First (color=0) of %" PetscInt_FMT " PCs follows\n", red->nsubcomm));
      PetscCall(PetscViewerGetSubViewer(viewer, ((PetscObject)red->pc)->comm, &subviewer));
      if (!red->psubcomm->color) { /* only view first redundant pc */
        PetscCall(PetscViewerASCIIPushTab(subviewer));
        PetscCall(KSPView(red->ksp, subviewer));
        PetscCall(PetscViewerASCIIPopTab(subviewer));
      }
      PetscCall(PetscViewerRestoreSubViewer(viewer, ((PetscObject)red->pc)->comm, &subviewer));
    }
  } else if (isstring) {
    PetscCall(PetscViewerStringSPrintf(viewer, " Redundant solver preconditioner"));
  }
  PetscFunctionReturn(0);
}

#include <../src/mat/impls/aij/mpi/mpiaij.h>
static PetscErrorCode PCSetUp_Redundant(PC pc) {
  PC_Redundant *red = (PC_Redundant *)pc->data;
  PetscInt      mstart, mend, mlocal, M;
  PetscMPIInt   size;
  MPI_Comm      comm, subcomm;
  Vec           x;

  PetscFunctionBegin;
  PetscCall(PetscObjectGetComm((PetscObject)pc, &comm));

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

  if (!pc->setupcalled) {
    PetscInt mloc_sub;
    if (!red->psubcomm) { /* create red->psubcomm, new ksp and pc over subcomm */
      KSP ksp;
      PetscCall(PCRedundantGetKSP(pc, &ksp));
    }
    subcomm = PetscSubcommChild(red->psubcomm);

    if (red->useparallelmat) {
      /* grab the parallel matrix and put it into processors of a subcomminicator */
      PetscCall(MatCreateRedundantMatrix(pc->pmat, red->psubcomm->n, subcomm, MAT_INITIAL_MATRIX, &red->pmats));

      PetscCallMPI(MPI_Comm_size(subcomm, &size));
      if (size > 1) {
        PetscBool foundpack, issbaij;
        PetscCall(PetscObjectTypeCompare((PetscObject)red->pmats, MATMPISBAIJ, &issbaij));
        if (!issbaij) {
          PetscCall(MatGetFactorAvailable(red->pmats, NULL, MAT_FACTOR_LU, &foundpack));
        } else {
          PetscCall(MatGetFactorAvailable(red->pmats, NULL, MAT_FACTOR_CHOLESKY, &foundpack));
        }
        if (!foundpack) { /* reset default ksp and pc */
          PetscCall(KSPSetType(red->ksp, KSPGMRES));
          PetscCall(PCSetType(red->pc, PCBJACOBI));
        } else {
          PetscCall(PCFactorSetMatSolverType(red->pc, NULL));
        }
      }

      PetscCall(KSPSetOperators(red->ksp, red->pmats, red->pmats));

      /* get working vectors xsub and ysub */
      PetscCall(MatCreateVecs(red->pmats, &red->xsub, &red->ysub));

      /* create working vectors xdup and ydup.
       xdup concatenates all xsub's contigously to form a mpi vector over dupcomm  (see PetscSubcommCreate_interlaced())
       ydup concatenates all ysub and has empty local arrays because ysub's arrays will be place into it.
       Note: we use communicator dupcomm, not PetscObjectComm((PetscObject)pc)! */
      PetscCall(MatGetLocalSize(red->pmats, &mloc_sub, NULL));
      PetscCall(VecCreateMPI(PetscSubcommContiguousParent(red->psubcomm), mloc_sub, PETSC_DECIDE, &red->xdup));
      PetscCall(VecCreateMPIWithArray(PetscSubcommContiguousParent(red->psubcomm), 1, mloc_sub, PETSC_DECIDE, NULL, &red->ydup));

      /* create vecscatters */
      if (!red->scatterin) { /* efficiency of scatterin is independent from psubcomm_type! */
        IS        is1, is2;
        PetscInt *idx1, *idx2, i, j, k;

        PetscCall(MatCreateVecs(pc->pmat, &x, NULL));
        PetscCall(VecGetSize(x, &M));
        PetscCall(VecGetOwnershipRange(x, &mstart, &mend));
        mlocal = mend - mstart;
        PetscCall(PetscMalloc2(red->psubcomm->n * mlocal, &idx1, red->psubcomm->n * mlocal, &idx2));
        j = 0;
        for (k = 0; k < red->psubcomm->n; k++) {
          for (i = mstart; i < mend; i++) {
            idx1[j]   = i;
            idx2[j++] = i + M * k;
          }
        }
        PetscCall(ISCreateGeneral(comm, red->psubcomm->n * mlocal, idx1, PETSC_COPY_VALUES, &is1));
        PetscCall(ISCreateGeneral(comm, red->psubcomm->n * mlocal, idx2, PETSC_COPY_VALUES, &is2));
        PetscCall(VecScatterCreate(x, is1, red->xdup, is2, &red->scatterin));
        PetscCall(ISDestroy(&is1));
        PetscCall(ISDestroy(&is2));

        /* Impl below is good for PETSC_SUBCOMM_INTERLACED (no inter-process communication) and PETSC_SUBCOMM_CONTIGUOUS (communication within subcomm) */
        PetscCall(ISCreateStride(comm, mlocal, mstart + red->psubcomm->color * M, 1, &is1));
        PetscCall(ISCreateStride(comm, mlocal, mstart, 1, &is2));
        PetscCall(VecScatterCreate(red->xdup, is1, x, is2, &red->scatterout));
        PetscCall(ISDestroy(&is1));
        PetscCall(ISDestroy(&is2));
        PetscCall(PetscFree2(idx1, idx2));
        PetscCall(VecDestroy(&x));
      }
    } else { /* !red->useparallelmat */
      PetscCall(KSPSetOperators(red->ksp, pc->mat, pc->pmat));
    }
  } else { /* pc->setupcalled */
    if (red->useparallelmat) {
      MatReuse reuse;
      /* grab the parallel matrix and put it into processors of a subcomminicator */
      /*--------------------------------------------------------------------------*/
      if (pc->flag == DIFFERENT_NONZERO_PATTERN) {
        /* destroy old matrices */
        PetscCall(MatDestroy(&red->pmats));
        reuse = MAT_INITIAL_MATRIX;
      } else {
        reuse = MAT_REUSE_MATRIX;
      }
      PetscCall(MatCreateRedundantMatrix(pc->pmat, red->psubcomm->n, PetscSubcommChild(red->psubcomm), reuse, &red->pmats));
      PetscCall(KSPSetOperators(red->ksp, red->pmats, red->pmats));
    } else { /* !red->useparallelmat */
      PetscCall(KSPSetOperators(red->ksp, pc->mat, pc->pmat));
    }
  }

  if (pc->setfromoptionscalled) PetscCall(KSPSetFromOptions(red->ksp));
  PetscCall(KSPSetUp(red->ksp));
  PetscFunctionReturn(0);
}

static PetscErrorCode PCApply_Redundant(PC pc, Vec x, Vec y) {
  PC_Redundant *red = (PC_Redundant *)pc->data;
  PetscScalar  *array;

  PetscFunctionBegin;
  if (!red->useparallelmat) {
    PetscCall(KSPSolve(red->ksp, x, y));
    PetscCall(KSPCheckSolve(red->ksp, pc, y));
    PetscFunctionReturn(0);
  }

  /* scatter x to xdup */
  PetscCall(VecScatterBegin(red->scatterin, x, red->xdup, INSERT_VALUES, SCATTER_FORWARD));
  PetscCall(VecScatterEnd(red->scatterin, x, red->xdup, INSERT_VALUES, SCATTER_FORWARD));

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

  /* apply preconditioner on each processor */
  PetscCall(KSPSolve(red->ksp, red->xsub, red->ysub));
  PetscCall(KSPCheckSolve(red->ksp, pc, red->ysub));
  PetscCall(VecResetArray(red->xsub));
  PetscCall(VecRestoreArray(red->xdup, &array));

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

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

static PetscErrorCode PCApplyTranspose_Redundant(PC pc, Vec x, Vec y) {
  PC_Redundant *red = (PC_Redundant *)pc->data;
  PetscScalar  *array;

  PetscFunctionBegin;
  if (!red->useparallelmat) {
    PetscCall(KSPSolveTranspose(red->ksp, x, y));
    PetscCall(KSPCheckSolve(red->ksp, pc, y));
    PetscFunctionReturn(0);
  }

  /* scatter x to xdup */
  PetscCall(VecScatterBegin(red->scatterin, x, red->xdup, INSERT_VALUES, SCATTER_FORWARD));
  PetscCall(VecScatterEnd(red->scatterin, x, red->xdup, INSERT_VALUES, SCATTER_FORWARD));

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

  /* apply preconditioner on each processor */
  PetscCall(KSPSolveTranspose(red->ksp, red->xsub, red->ysub));
  PetscCall(KSPCheckSolve(red->ksp, pc, red->ysub));
  PetscCall(VecResetArray(red->xsub));
  PetscCall(VecRestoreArray(red->xdup, &array));

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

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

static PetscErrorCode PCReset_Redundant(PC pc) {
  PC_Redundant *red = (PC_Redundant *)pc->data;

  PetscFunctionBegin;
  if (red->useparallelmat) {
    PetscCall(VecScatterDestroy(&red->scatterin));
    PetscCall(VecScatterDestroy(&red->scatterout));
    PetscCall(VecDestroy(&red->ysub));
    PetscCall(VecDestroy(&red->xsub));
    PetscCall(VecDestroy(&red->xdup));
    PetscCall(VecDestroy(&red->ydup));
  }
  PetscCall(MatDestroy(&red->pmats));
  PetscCall(KSPReset(red->ksp));
  PetscFunctionReturn(0);
}

static PetscErrorCode PCDestroy_Redundant(PC pc) {
  PC_Redundant *red = (PC_Redundant *)pc->data;

  PetscFunctionBegin;
  PetscCall(PCReset_Redundant(pc));
  PetscCall(KSPDestroy(&red->ksp));
  PetscCall(PetscSubcommDestroy(&red->psubcomm));
  PetscCall(PetscObjectComposeFunction((PetscObject)pc, "PCRedundantSetScatter_C", NULL));
  PetscCall(PetscObjectComposeFunction((PetscObject)pc, "PCRedundantSetNumber_C", NULL));
  PetscCall(PetscObjectComposeFunction((PetscObject)pc, "PCRedundantGetKSP_C", NULL));
  PetscCall(PetscObjectComposeFunction((PetscObject)pc, "PCRedundantGetOperators_C", NULL));
  PetscCall(PetscObjectComposeFunction((PetscObject)pc, "PCFactorSetShiftType_C", NULL));
  PetscCall(PetscFree(pc->data));
  PetscFunctionReturn(0);
}

static PetscErrorCode PCSetFromOptions_Redundant(PC pc, PetscOptionItems *PetscOptionsObject) {
  PC_Redundant *red = (PC_Redundant *)pc->data;

  PetscFunctionBegin;
  PetscOptionsHeadBegin(PetscOptionsObject, "Redundant options");
  PetscCall(PetscOptionsInt("-pc_redundant_number", "Number of redundant pc", "PCRedundantSetNumber", red->nsubcomm, &red->nsubcomm, NULL));
  PetscOptionsHeadEnd();
  PetscFunctionReturn(0);
}

static PetscErrorCode PCRedundantSetNumber_Redundant(PC pc, PetscInt nreds) {
  PC_Redundant *red = (PC_Redundant *)pc->data;

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

/*@
   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

.seealso: `PCREDUNDANT`
@*/
PetscErrorCode PCRedundantSetNumber(PC pc, PetscInt nredundant) {
  PetscFunctionBegin;
  PetscValidHeaderSpecific(pc, PC_CLASSID, 1);
  PetscCheck(nredundant > 0, PetscObjectComm((PetscObject)pc), PETSC_ERR_ARG_WRONG, "num of redundant pc %" PetscInt_FMT " must be positive", nredundant);
  PetscTryMethod(pc, "PCRedundantSetNumber_C", (PC, PetscInt), (pc, nredundant));
  PetscFunctionReturn(0);
}

static PetscErrorCode PCRedundantSetScatter_Redundant(PC pc, VecScatter in, VecScatter out) {
  PC_Redundant *red = (PC_Redundant *)pc->data;

  PetscFunctionBegin;
  PetscCall(PetscObjectReference((PetscObject)in));
  PetscCall(VecScatterDestroy(&red->scatterin));

  red->scatterin = in;

  PetscCall(PetscObjectReference((PetscObject)out));
  PetscCall(VecScatterDestroy(&red->scatterout));
  red->scatterout = out;
  PetscFunctionReturn(0);
}

/*@
   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

.seealso: `PCREDUNDANT`
@*/
PetscErrorCode PCRedundantSetScatter(PC pc, VecScatter in, VecScatter out) {
  PetscFunctionBegin;
  PetscValidHeaderSpecific(pc, PC_CLASSID, 1);
  PetscValidHeaderSpecific(in, PETSCSF_CLASSID, 2);
  PetscValidHeaderSpecific(out, PETSCSF_CLASSID, 3);
  PetscTryMethod(pc, "PCRedundantSetScatter_C", (PC, VecScatter, VecScatter), (pc, in, out));
  PetscFunctionReturn(0);
}

static PetscErrorCode PCRedundantGetKSP_Redundant(PC pc, KSP *innerksp) {
  PC_Redundant *red = (PC_Redundant *)pc->data;
  MPI_Comm      comm, subcomm;
  const char   *prefix;
  PetscBool     issbaij;

  PetscFunctionBegin;
  if (!red->psubcomm) {
    PetscCall(PCGetOptionsPrefix(pc, &prefix));

    PetscCall(PetscObjectGetComm((PetscObject)pc, &comm));
    PetscCall(PetscSubcommCreate(comm, &red->psubcomm));
    PetscCall(PetscSubcommSetNumber(red->psubcomm, red->nsubcomm));
    PetscCall(PetscSubcommSetType(red->psubcomm, PETSC_SUBCOMM_CONTIGUOUS));

    PetscCall(PetscSubcommSetOptionsPrefix(red->psubcomm, prefix));
    PetscCall(PetscSubcommSetFromOptions(red->psubcomm));

    /* create a new PC that processors in each subcomm have copy of */
    subcomm = PetscSubcommChild(red->psubcomm);

    PetscCall(KSPCreate(subcomm, &red->ksp));
    PetscCall(KSPSetErrorIfNotConverged(red->ksp, pc->erroriffailure));
    PetscCall(PetscObjectIncrementTabLevel((PetscObject)red->ksp, (PetscObject)pc, 1));
    PetscCall(KSPSetType(red->ksp, KSPPREONLY));
    PetscCall(KSPGetPC(red->ksp, &red->pc));
    PetscCall(PetscObjectTypeCompare((PetscObject)pc->pmat, MATSEQSBAIJ, &issbaij));
    if (!issbaij) PetscCall(PetscObjectTypeCompare((PetscObject)pc->pmat, MATMPISBAIJ, &issbaij));
    if (!issbaij) {
      PetscCall(PCSetType(red->pc, PCLU));
    } else {
      PetscCall(PCSetType(red->pc, PCCHOLESKY));
    }
    if (red->shifttypeset) {
      PetscCall(PCFactorSetShiftType(red->pc, red->shifttype));
      red->shifttypeset = PETSC_FALSE;
    }
    PetscCall(KSPSetOptionsPrefix(red->ksp, prefix));
    PetscCall(KSPAppendOptionsPrefix(red->ksp, "redundant_"));
  }
  *innerksp = red->ksp;
  PetscFunctionReturn(0);
}

/*@
   PCRedundantGetKSP - Gets the less parallel `KSP` created by the redundant `PC`.

   Not Collective

   Input Parameter:
.  pc - the preconditioner context

   Output Parameter:
.  innerksp - the `KSP` on the smaller set of processes

   Level: advanced

.seealso: `PCREDUNDANT`
@*/
PetscErrorCode PCRedundantGetKSP(PC pc, KSP *innerksp) {
  PetscFunctionBegin;
  PetscValidHeaderSpecific(pc, PC_CLASSID, 1);
  PetscValidPointer(innerksp, 2);
  PetscUseMethod(pc, "PCRedundantGetKSP_C", (PC, KSP *), (pc, innerksp));
  PetscFunctionReturn(0);
}

static PetscErrorCode 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);
}

/*@
   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

.seealso: `PCREDUNDANT`
@*/
PetscErrorCode PCRedundantGetOperators(PC pc, Mat *mat, Mat *pmat) {
  PetscFunctionBegin;
  PetscValidHeaderSpecific(pc, PC_CLASSID, 1);
  if (mat) PetscValidPointer(mat, 2);
  if (pmat) PetscValidPointer(pmat, 3);
  PetscUseMethod(pc, "PCRedundantGetOperators_C", (PC, Mat *, Mat *), (pc, mat, pmat));
  PetscFunctionReturn(0);
}

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

  Options Database Key:
.  -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

   Notes:
   Options for the redundant preconditioners can be set using the options database prefix -redundant_

   The default `KSP` is preonly and the default `PC` is `PCLU` or `PCCHOLESKY` if Pmat is of type `MATSBAIJ`.

   `PCFactorSetShiftType()` applied to this `PC` will convey they shift type into the inner `PC` if it is factorization based.

   Developer Note:
   `PCSetInitialGuessNonzero()` is not used by this class but likely should be.

.seealso: `PCCreate()`, `PCSetType()`, `PCType`, `PCRedundantSetScatter()`,
          `PCRedundantGetKSP()`, `PCRedundantGetOperators()`, `PCRedundantSetNumber()`, `PCREDISTRIBUTE`
M*/

PETSC_EXTERN PetscErrorCode PCCreate_Redundant(PC pc) {
  PC_Redundant *red;
  PetscMPIInt   size;

  PetscFunctionBegin;
  PetscCall(PetscNew(&red));
  PetscCallMPI(MPI_Comm_size(PetscObjectComm((PetscObject)pc), &size));

  red->nsubcomm       = size;
  red->useparallelmat = PETSC_TRUE;
  pc->data            = (void *)red;

  pc->ops->apply          = PCApply_Redundant;
  pc->ops->applytranspose = PCApplyTranspose_Redundant;
  pc->ops->setup          = PCSetUp_Redundant;
  pc->ops->destroy        = PCDestroy_Redundant;
  pc->ops->reset          = PCReset_Redundant;
  pc->ops->setfromoptions = PCSetFromOptions_Redundant;
  pc->ops->view           = PCView_Redundant;

  PetscCall(PetscObjectComposeFunction((PetscObject)pc, "PCRedundantSetScatter_C", PCRedundantSetScatter_Redundant));
  PetscCall(PetscObjectComposeFunction((PetscObject)pc, "PCRedundantSetNumber_C", PCRedundantSetNumber_Redundant));
  PetscCall(PetscObjectComposeFunction((PetscObject)pc, "PCRedundantGetKSP_C", PCRedundantGetKSP_Redundant));
  PetscCall(PetscObjectComposeFunction((PetscObject)pc, "PCRedundantGetOperators_C", PCRedundantGetOperators_Redundant));
  PetscCall(PetscObjectComposeFunction((PetscObject)pc, "PCFactorSetShiftType_C", PCFactorSetShiftType_Redundant));
  PetscFunctionReturn(0);
}