Example #1
0
File: ex71.c Project: petsc/petsc
PetscErrorCode SetupDiscretization(DM dm, AppCtx *user)
{
  DM              cdm   = dm;
  const PetscInt  dim   = user->dim;
  PetscFE         fe[2];
  PetscQuadrature q;
  Parameter      *param;
  MPI_Comm        comm;
  PetscErrorCode  ierr;

  PetscFunctionBeginUser;
  /* Create finite element */
  ierr = PetscObjectGetComm((PetscObject) dm, &comm);CHKERRQ(ierr);
  ierr = PetscFECreateDefault(comm, dim, dim, user->simplex, "vel_", PETSC_DEFAULT, &fe[0]);CHKERRQ(ierr);
  ierr = PetscObjectSetName((PetscObject) fe[0], "velocity");CHKERRQ(ierr);
  ierr = PetscFEGetQuadrature(fe[0], &q);CHKERRQ(ierr);
  ierr = PetscFECreateDefault(comm, dim, 1, user->simplex, "pres_", PETSC_DEFAULT, &fe[1]);CHKERRQ(ierr);
  ierr = PetscFESetQuadrature(fe[1], q);CHKERRQ(ierr);
  ierr = PetscObjectSetName((PetscObject) fe[1], "pressure");CHKERRQ(ierr);
  /* Set discretization and boundary conditions for each mesh */
  ierr = DMSetField(dm, 0, NULL, (PetscObject) fe[0]);CHKERRQ(ierr);
  ierr = DMSetField(dm, 1, NULL, (PetscObject) fe[1]);CHKERRQ(ierr);
  ierr = DMCreateDS(dm);CHKERRQ(ierr);
  ierr = SetupProblem(dm, user);CHKERRQ(ierr);
  ierr = PetscBagGetData(user->bag, (void **) &param);CHKERRQ(ierr);
  while (cdm) {
    ierr = DMCopyDisc(dm, cdm);CHKERRQ(ierr);
    ierr = DMPlexCreateBasisRotation(cdm, param->alpha, 0.0, 0.0);CHKERRQ(ierr);
    ierr = DMGetCoarseDM(cdm, &cdm);CHKERRQ(ierr);
  }
  ierr = PetscFEDestroy(&fe[0]);CHKERRQ(ierr);
  ierr = PetscFEDestroy(&fe[1]);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
Example #2
0
PetscErrorCode SetupDiscretization(DM dm, AppCtx *user)
{
  DM              cdm = dm;
  const PetscInt  dim = 2;
  PetscFE         fe[3];
  PetscQuadrature q;
  PetscInt        f;
  MPI_Comm        comm;
  PetscErrorCode  ierr;

  PetscFunctionBeginUser;
  /* Create finite element */
  ierr = PetscObjectGetComm((PetscObject) dm, &comm);CHKERRQ(ierr);
  ierr = PetscFECreateDefault(comm, dim, 1, PETSC_TRUE, "potential_", -1, &fe[0]);CHKERRQ(ierr);
  ierr = PetscObjectSetName((PetscObject) fe[0], "potential");CHKERRQ(ierr);
  ierr = PetscFEGetQuadrature(fe[0], &q);CHKERRQ(ierr);
  ierr = PetscFECreateDefault(comm, dim, 1, PETSC_TRUE, "charge_", -1, &fe[1]);CHKERRQ(ierr);
  ierr = PetscObjectSetName((PetscObject) fe[1], "charge");CHKERRQ(ierr);
  ierr = PetscFESetQuadrature(fe[1], q);CHKERRQ(ierr);
  ierr = PetscFECreateDefault(comm, dim, 1, PETSC_TRUE, "multiplier_", -1, &fe[2]);CHKERRQ(ierr);
  ierr = PetscObjectSetName((PetscObject) fe[2], "multiplier");CHKERRQ(ierr);
  ierr = PetscFESetQuadrature(fe[2], q);CHKERRQ(ierr);
  /* Set discretization and boundary conditions for each mesh */
  for (f = 0; f < 3; ++f) {ierr = DMSetField(dm, f, NULL, (PetscObject) fe[f]);CHKERRQ(ierr);}
  ierr = DMCreateDS(cdm);CHKERRQ(ierr);
  ierr = SetupProblem(dm, user);CHKERRQ(ierr);
  while (cdm) {
    ierr = DMCopyDisc(dm, cdm);CHKERRQ(ierr);
    ierr = DMGetCoarseDM(cdm, &cdm);CHKERRQ(ierr);
  }
  for (f = 0; f < 3; ++f) {ierr = PetscFEDestroy(&fe[f]);CHKERRQ(ierr);}
  PetscFunctionReturn(0);
}
Example #3
0
PetscErrorCode SetupFE(DM dm, PetscInt Nc, PetscBool simplex, const char name[], PetscErrorCode (*setup)(DM, AppCtx *), void *ctx)
{
  AppCtx        *user = (AppCtx *) ctx;
  DM             cdm  = dm;
  PetscFE        fe;
  char           prefix[PETSC_MAX_PATH_LEN];
  PetscInt       dim;
  PetscErrorCode ierr;

  PetscFunctionBegin;
  /* Create finite element */
  ierr = DMGetDimension(dm, &dim);CHKERRQ(ierr);
  ierr = PetscSNPrintf(prefix, PETSC_MAX_PATH_LEN, "%s_", name);CHKERRQ(ierr);
  ierr = PetscFECreateDefault(PetscObjectComm((PetscObject) dm), dim, Nc, simplex, name ? prefix : NULL, -1, &fe);CHKERRQ(ierr);
  ierr = PetscObjectSetName((PetscObject) fe, name);CHKERRQ(ierr);
  /* Set discretization and boundary conditions for each mesh */
  ierr = DMSetField(dm, 0, NULL, (PetscObject) fe);CHKERRQ(ierr);
  ierr = DMCreateDS(dm);CHKERRQ(ierr);
  ierr = (*setup)(dm, user);CHKERRQ(ierr);
  while (cdm) {
    ierr = DMCopyDisc(dm, cdm);CHKERRQ(ierr);
    if (user->useNearNullspace) {ierr = DMSetNearNullSpaceConstructor(cdm, 0, CreateElasticityNullSpace);CHKERRQ(ierr);}
    /* TODO: Check whether the boundary of coarse meshes is marked */
    ierr = DMGetCoarseDM(cdm, &cdm);CHKERRQ(ierr);
  }
  ierr = PetscFEDestroy(&fe);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
Example #4
0
static PetscErrorCode SetupDiscretization(DM dm, PetscInt dim, PetscBool simplex, AppCtx *user)
{
  PetscFE        fe;
  MPI_Comm       comm;
  PetscErrorCode ierr;

  PetscFunctionBeginUser;
  ierr = PetscObjectGetComm((PetscObject) dm, &comm);CHKERRQ(ierr);
  ierr = PetscFECreateDefault(comm, dim, dim, simplex, "velocity_", -1, &fe);CHKERRQ(ierr);
  ierr = PetscObjectSetName((PetscObject) fe, "velocity");CHKERRQ(ierr);
  ierr = DMSetField(dm, 0, NULL, (PetscObject) fe);CHKERRQ(ierr);
  ierr = PetscFEDestroy(&fe);CHKERRQ(ierr);
  ierr = PetscFECreateDefault(comm, dim, 1, simplex, "pressure_", -1, &fe);CHKERRQ(ierr);
  ierr = PetscObjectSetName((PetscObject) fe, "pressure");CHKERRQ(ierr);
  ierr = DMSetField(dm, 1, NULL, (PetscObject) fe);CHKERRQ(ierr);
  ierr = PetscFEDestroy(&fe);CHKERRQ(ierr);
  ierr = DMCreateDS(dm);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
Example #5
0
PetscErrorCode DestroyElement(AppCtx *user)
{
  PetscInt       numFields = 2, f;
  PetscErrorCode ierr;

  PetscFunctionBeginUser;
  for (f = 0; f < numFields; ++f) {
    ierr = PetscFEDestroy(&user->fe[f]);CHKERRQ(ierr);
  }
  PetscFunctionReturn(0);
}
Example #6
0
static PetscErrorCode test8(DM dm, AppCtx *options)
{
  PetscFE        fe;
  PetscErrorCode ierr;

  PetscFunctionBegin;
  ierr = PetscFECreateDefault(PetscObjectComm((PetscObject) dm), options->dim, 1, options->simplex, NULL, -1, &fe);CHKERRQ(ierr);
  ierr = DMSetField(dm, 0, NULL, (PetscObject)fe);CHKERRQ(ierr);
  ierr = PetscFEDestroy(&fe);CHKERRQ(ierr);
  ierr = DMCreateDS(dm);CHKERRQ(ierr);
  ierr = test6(dm, options);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
Example #7
0
static PetscErrorCode test3(DM dm, AppCtx *options)
{
  PetscDS        ds;
  PetscFE        fe;
  PetscErrorCode ierr;

  PetscFunctionBegin;
  ierr = DMGetDS(dm, &ds);CHKERRQ(ierr);
  ierr = PetscFECreateDefault(PetscObjectComm((PetscObject) dm), options->dim, 1, options->simplex, NULL, -1, &fe);CHKERRQ(ierr);
  ierr = PetscDSSetDiscretization(ds, 0, (PetscObject)fe);CHKERRQ(ierr);
  ierr = PetscFEDestroy(&fe);CHKERRQ(ierr);
  ierr = test1(dm, options);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
Example #8
0
int main(int argc, char **argv)
{
  AppCtx         user;                 /* user-defined work context */
  Vec            u;
  PetscErrorCode ierr;

  ierr = PetscInitialize(&argc, &argv, NULL, help);CHKERRQ(ierr);
  ierr = ProcessOptions(PETSC_COMM_WORLD, &user);CHKERRQ(ierr);
  ierr = CreateMesh(PETSC_COMM_WORLD, &user, &user.dm);CHKERRQ(ierr);
  ierr = SetupElement(user.dm, &user);CHKERRQ(ierr);
  ierr = SetupSection(user.dm, &user);CHKERRQ(ierr);
  ierr = DMGetGlobalVector(user.dm, &u);CHKERRQ(ierr);
  ierr = CheckFunctions(user.dm, user.porder, u, &user);CHKERRQ(ierr);
  ierr = DMRestoreGlobalVector(user.dm, &u);CHKERRQ(ierr);
  ierr = PetscFEDestroy(&user.fe);CHKERRQ(ierr);
  ierr = DMDestroy(&user.dm);CHKERRQ(ierr);
  ierr = PetscFinalize();
  return 0;
}
Example #9
0
File: ex45.c Project: petsc/petsc
static PetscErrorCode SetupDiscretization(DM dm, AppCtx* ctx)
{
    DM             cdm = dm;
    const PetscInt dim = ctx->dim;
    const PetscInt id  = 1;
    PetscDS        prob;
    PetscFE        fe;
    PetscErrorCode ierr;

    PetscFunctionBeginUser;
    /* Create finite element */
    ierr = PetscFECreateDefault(dm, dim, 1, ctx->simplex, "temp_", -1, &fe);
    CHKERRQ(ierr);
    ierr = PetscObjectSetName((PetscObject) fe, "temperature");
    CHKERRQ(ierr);
    /* Set discretization and boundary conditions for each mesh */
    ierr = DMGetDS(dm, &prob);
    CHKERRQ(ierr);
    ierr = PetscDSSetDiscretization(prob, 0, (PetscObject) fe);
    CHKERRQ(ierr);
    ierr = SetupProblem(prob, ctx);
    CHKERRQ(ierr);
    while (cdm) {
        PetscBool hasLabel;

        ierr = DMSetDS(cdm, prob);
        CHKERRQ(ierr);
        ierr = DMHasLabel(cdm, "marker", &hasLabel);
        CHKERRQ(ierr);
        if (!hasLabel) {
            ierr = CreateBCLabel(cdm, "marker");
            CHKERRQ(ierr);
        }
        ierr = DMGetCoarseDM(cdm, &cdm);
        CHKERRQ(ierr);
    }
    ierr = PetscFEDestroy(&fe);
    CHKERRQ(ierr);
    PetscFunctionReturn(0);
}
Example #10
0
static PetscErrorCode TestLocalDofOrder(DM dm, AppCtx *ctx)
{
  PetscFE        fe[3];
  PetscSection   s;
  PetscInt       dim, Nf, f;
  PetscErrorCode ierr;

  PetscFunctionBegin;
  ierr = DMGetDimension(dm, &dim);CHKERRQ(ierr);
  ierr = PetscFECreateDefault(PetscObjectComm((PetscObject) dm), dim, dim, ctx->simplex, "field0_", -1, &fe[0]);CHKERRQ(ierr);
  ierr = PetscFECreateDefault(PetscObjectComm((PetscObject) dm), dim, 1,   ctx->simplex, "field1_", -1, &fe[1]);CHKERRQ(ierr);
  ierr = PetscFECreateDefault(PetscObjectComm((PetscObject) dm), dim, 1,   ctx->simplex, "field2_", -1, &fe[2]);CHKERRQ(ierr);

  ierr = DMSetField(dm, 0, NULL, (PetscObject) fe[0]);CHKERRQ(ierr);
  ierr = DMSetField(dm, 1, NULL, (PetscObject) fe[1]);CHKERRQ(ierr);
  ierr = DMSetField(dm, 2, NULL, (PetscObject) fe[2]);CHKERRQ(ierr);
  ierr = DMCreateDS(dm);CHKERRQ(ierr);
  ierr = DMGetSection(dm, &s);CHKERRQ(ierr);
  ierr = PetscObjectViewFromOptions((PetscObject) s, NULL, "-dof_view");CHKERRQ(ierr);

  ierr = DMGetNumFields(dm, &Nf);CHKERRQ(ierr);
  for (f = 0; f < Nf; ++f) {ierr = PetscFEDestroy(&fe[f]);CHKERRQ(ierr);}
  PetscFunctionReturn(0);
}
Example #11
0
File: ex8.c Project: petsc/petsc
int main(int argc, char **argv)
{
  DM             dm;
  PetscSection   section;
  PetscFE        fe;
  PetscInt       cells[3] = {2, 2, 2},dim = 2,c,cStart,cEnd,tmp;
  PetscErrorCode ierr;

  ierr = PetscInitialize(&argc,&argv,NULL,help);if (ierr) return ierr;
  ierr = PetscOptionsBegin(PETSC_COMM_WORLD,NULL,"Spectral/tensor element restrictions",NULL);CHKERRQ(ierr);
  ierr = PetscOptionsInt("-dim","Topological dimension",NULL,dim,&dim,NULL);CHKERRQ(ierr);
  tmp = dim;
  ierr = PetscOptionsIntArray("-cells","Number of cells per dimension",NULL,cells,&tmp,NULL);CHKERRQ(ierr);
  ierr = PetscOptionsEnd();CHKERRQ(ierr);

  ierr = DMPlexCreateBoxMesh(PETSC_COMM_WORLD,dim,PETSC_FALSE,cells,NULL,NULL,NULL,PETSC_TRUE,&dm);CHKERRQ(ierr);
  ierr = PetscFECreateDefault(PETSC_COMM_SELF,dim,1,PETSC_FALSE,NULL,PETSC_DETERMINE,&fe);CHKERRQ(ierr);
  ierr = DMSetFromOptions(dm);CHKERRQ(ierr);
  ierr = DMAddField(dm,NULL,(PetscObject)fe);CHKERRQ(ierr);
  ierr = DMCreateDS(dm);CHKERRQ(ierr);
  ierr = DMPlexSetClosurePermutationTensor(dm,PETSC_DETERMINE,NULL);CHKERRQ(ierr);
  ierr = DMGetDefaultSection(dm,&section);CHKERRQ(ierr);
  ierr = DMPlexGetHeightStratum(dm,0,&cStart,&cEnd);CHKERRQ(ierr);
  for (c=cStart; c<cEnd; c++) {
    PetscInt numindices,*indices;
    ierr = DMPlexGetClosureIndices(dm,section,section,c,&numindices,&indices,NULL);CHKERRQ(ierr);
    ierr = PetscPrintf(PETSC_COMM_SELF,"Element #%D\n",c-cStart);CHKERRQ(ierr);
    ierr = PetscIntView(numindices,indices,PETSC_VIEWER_STDOUT_SELF);CHKERRQ(ierr);
    ierr = DMPlexRestoreClosureIndices(dm,section,section,c,&numindices,&indices,NULL);CHKERRQ(ierr);
  }

  ierr = PetscFEDestroy(&fe);CHKERRQ(ierr);
  ierr = DMDestroy(&dm);CHKERRQ(ierr);
  ierr = PetscFinalize();
  return ierr;
}
Example #12
0
PetscErrorCode SetupDiscretization(DM dm, AppCtx *user)
{
  DM              cdm = dm;
  const PetscInt  dim = 2;
  PetscFE         fe[3];
  PetscQuadrature q;
  PetscInt        f;
  PetscErrorCode  ierr;

  PetscFunctionBeginUser;
  /* Create finite element */
  ierr = PetscFECreateDefault(dm, dim, 1, PETSC_TRUE, "potential_", -1, &fe[0]);CHKERRQ(ierr);
  ierr = PetscObjectSetName((PetscObject) fe[0], "potential");CHKERRQ(ierr);
  ierr = PetscFEGetQuadrature(fe[0], &q);CHKERRQ(ierr);
  ierr = PetscFECreateDefault(dm, dim, 1, PETSC_TRUE, "conductivity_", -1, &fe[1]);CHKERRQ(ierr);
  ierr = PetscObjectSetName((PetscObject) fe[1], "conductivity");CHKERRQ(ierr);
  ierr = PetscFESetQuadrature(fe[1], q);CHKERRQ(ierr);
  ierr = PetscFECreateDefault(dm, dim, 1, PETSC_TRUE, "multiplier_", -1, &fe[2]);CHKERRQ(ierr);
  ierr = PetscObjectSetName((PetscObject) fe[2], "multiplier");CHKERRQ(ierr);
  ierr = PetscFESetQuadrature(fe[2], q);CHKERRQ(ierr);
  /* Set discretization and boundary conditions for each mesh */
  while (cdm) {
    const PetscInt id = 1;
    PetscDS        prob;

    ierr = DMGetDS(cdm, &prob);CHKERRQ(ierr);
    for (f = 0; f < 3; ++f) {ierr = PetscDSSetDiscretization(prob, f, (PetscObject) fe[f]);CHKERRQ(ierr);}
    ierr = SetupProblem(cdm, user);CHKERRQ(ierr);
    ierr = DMAddBoundary(cdm, PETSC_TRUE, "wall", "marker", 0, 0, NULL, (void (*)()) user->exactFuncs[0], 1, &id, user);CHKERRQ(ierr);
    ierr = DMAddBoundary(cdm, PETSC_TRUE, "wall", "marker", 1, 0, NULL, (void (*)()) user->exactFuncs[1], 1, &id, user);CHKERRQ(ierr);
    ierr = DMAddBoundary(cdm, PETSC_TRUE, "wall", "marker", 2, 0, NULL, (void (*)()) user->exactFuncs[2], 1, &id, user);CHKERRQ(ierr);
    ierr = DMGetCoarseDM(cdm, &cdm);CHKERRQ(ierr);
  }
  for (f = 0; f < 3; ++f) {ierr = PetscFEDestroy(&fe[f]);CHKERRQ(ierr);}
  PetscFunctionReturn(0);
}
Example #13
0
File: ex13.c Project: petsc/petsc
static PetscErrorCode SetupDiscretization(DM dm, const char name[], PetscErrorCode (*setup)(DM, AppCtx *), AppCtx *user)
{
  DM             cdm = dm;
  PetscFE        fe;
  char           prefix[PETSC_MAX_PATH_LEN];
  PetscErrorCode ierr;

  PetscFunctionBeginUser;
  /* Create finite element */
  ierr = PetscSNPrintf(prefix, PETSC_MAX_PATH_LEN, "%s_", name);CHKERRQ(ierr);
  ierr = PetscFECreateDefault(PetscObjectComm((PetscObject) dm), user->dim, 1, user->simplex, name ? prefix : NULL, -1, &fe);CHKERRQ(ierr);
  ierr = PetscObjectSetName((PetscObject) fe, name);CHKERRQ(ierr);
  /* Set discretization and boundary conditions for each mesh */
  ierr = DMSetField(dm, 0, NULL, (PetscObject) fe);CHKERRQ(ierr);
  ierr = DMCreateDS(dm);CHKERRQ(ierr);
  ierr = (*setup)(dm, user);CHKERRQ(ierr);
  while (cdm) {
    ierr = DMCopyDisc(dm,cdm);CHKERRQ(ierr);
    /* TODO: Check whether the boundary of coarse meshes is marked */
    ierr = DMGetCoarseDM(cdm, &cdm);CHKERRQ(ierr);
  }
  ierr = PetscFEDestroy(&fe);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
Example #14
0
int main(int argc, char **argv)
{
  DM             dm;          /* Problem specification */
  DM             dmAux;       /* Material specification */
  SNES           snes;        /* nonlinear solver */
  Vec            u,r;         /* solution, residual vectors */
  Mat            A,J;         /* Jacobian matrix */
  MatNullSpace   nullSpace;   /* May be necessary for Neumann conditions */
  AppCtx         user;        /* user-defined work context */
  JacActionCtx   userJ;       /* context for Jacobian MF action */
  PetscInt       its;         /* iterations for convergence */
  PetscReal      error = 0.0; /* L_2 error in the solution */
  PetscInt       numComponents;
  PetscErrorCode ierr;

  ierr = PetscInitialize(&argc, &argv, NULL, help);CHKERRQ(ierr);
  ierr = ProcessOptions(PETSC_COMM_WORLD, &user);CHKERRQ(ierr);
  ierr = SNESCreate(PETSC_COMM_WORLD, &snes);CHKERRQ(ierr);
  ierr = CreateMesh(PETSC_COMM_WORLD, &user, &dm);CHKERRQ(ierr);
  ierr = SNESSetDM(snes, dm);CHKERRQ(ierr);
  ierr = DMSetApplicationContext(dm, &user);CHKERRQ(ierr);

  user.fem.fe = user.fe;
  ierr = PetscFECreateDefault(dm, user.dim, 1, PETSC_TRUE, NULL, -1, &user.fe[0]);CHKERRQ(ierr);
  if (user.bcType != NEUMANN) {
    user.fem.feBd = NULL; user.feBd[0] = NULL;
  } else {
    user.fem.feBd = user.feBd;
    ierr = PetscFECreateDefault(dm, user.dim-1, 1, PETSC_TRUE, "bd_", -1, &user.feBd[0]);CHKERRQ(ierr);
  }
  ierr = PetscFEGetNumComponents(user.fe[0], &numComponents);CHKERRQ(ierr);
  ierr = PetscMalloc(NUM_FIELDS * sizeof(void (*)(const PetscReal[], PetscScalar *, void *)), &user.exactFuncs);CHKERRQ(ierr);
  ierr = SetupProblem(dm, &user);CHKERRQ(ierr);
  ierr = SetupSection(dm, &user);CHKERRQ(ierr);
  /* Setup Material */
  ierr = DMClone(dm, &dmAux);CHKERRQ(ierr);
  ierr = DMPlexCopyCoordinates(dm, dmAux);CHKERRQ(ierr);
  if (user.variableCoefficient != COEFF_FIELD) {
    user.fem.feAux = NULL; user.feAux[0] = NULL;
  } else {
    PetscQuadrature q;

    user.fem.feAux = user.feAux;
    ierr = PetscFECreateDefault(dmAux, user.dim, 1, PETSC_TRUE, "mat_", -1, &user.feAux[0]);CHKERRQ(ierr);
    ierr = PetscFEGetQuadrature(user.fe[0], &q);CHKERRQ(ierr);
    ierr = PetscFESetQuadrature(user.feAux[0], q);CHKERRQ(ierr);
  }
  ierr = SetupMaterialSection(dmAux, &user);CHKERRQ(ierr);
  ierr = SetupMaterial(dm, dmAux, &user);CHKERRQ(ierr);
  ierr = DMDestroy(&dmAux);CHKERRQ(ierr);

  ierr = DMCreateGlobalVector(dm, &u);CHKERRQ(ierr);
  ierr = PetscObjectSetName((PetscObject) u, "potential");CHKERRQ(ierr);
  ierr = VecDuplicate(u, &r);CHKERRQ(ierr);

  ierr = DMSetMatType(dm,MATAIJ);CHKERRQ(ierr);
  ierr = DMCreateMatrix(dm, &J);CHKERRQ(ierr);
  if (user.jacobianMF) {
    PetscInt M, m, N, n;

    ierr = MatGetSize(J, &M, &N);CHKERRQ(ierr);
    ierr = MatGetLocalSize(J, &m, &n);CHKERRQ(ierr);
    ierr = MatCreate(PETSC_COMM_WORLD, &A);CHKERRQ(ierr);
    ierr = MatSetSizes(A, m, n, M, N);CHKERRQ(ierr);
    ierr = MatSetType(A, MATSHELL);CHKERRQ(ierr);
    ierr = MatSetUp(A);CHKERRQ(ierr);
#if 0
    ierr = MatShellSetOperation(A, MATOP_MULT, (void (*)(void))FormJacobianAction);CHKERRQ(ierr);
#endif

    userJ.dm   = dm;
    userJ.J    = J;
    userJ.user = &user;

    ierr = DMCreateLocalVector(dm, &userJ.u);CHKERRQ(ierr);
    ierr = DMPlexProjectFunctionLocal(dm, user.fe, user.exactFuncs, NULL, INSERT_BC_VALUES, userJ.u);CHKERRQ(ierr);
    ierr = MatShellSetContext(A, &userJ);CHKERRQ(ierr);
  } else {
    A = J;
  }
  if (user.bcType == NEUMANN) {
    ierr = MatNullSpaceCreate(PetscObjectComm((PetscObject) dm), PETSC_TRUE, 0, NULL, &nullSpace);CHKERRQ(ierr);
    ierr = MatSetNullSpace(J, nullSpace);CHKERRQ(ierr);
    if (A != J) {
      ierr = MatSetNullSpace(A, nullSpace);CHKERRQ(ierr);
    }
  }

  ierr = DMSNESSetFunctionLocal(dm,  (PetscErrorCode (*)(DM,Vec,Vec,void*)) DMPlexComputeResidualFEM, &user);CHKERRQ(ierr);
  ierr = DMSNESSetJacobianLocal(dm,  (PetscErrorCode (*)(DM,Vec,Mat,Mat,void*)) DMPlexComputeJacobianFEM, &user);CHKERRQ(ierr);
  ierr = SNESSetJacobian(snes, A, J, NULL, NULL);CHKERRQ(ierr);

  ierr = SNESSetFromOptions(snes);CHKERRQ(ierr);

  ierr = DMPlexProjectFunction(dm, user.fe, user.exactFuncs, NULL, INSERT_ALL_VALUES, u);CHKERRQ(ierr);
  if (user.checkpoint) {
#if defined(PETSC_HAVE_HDF5)
    ierr = PetscViewerHDF5PushGroup(user.checkpoint, "/fields");CHKERRQ(ierr);
    ierr = VecLoad(u, user.checkpoint);CHKERRQ(ierr);
    ierr = PetscViewerHDF5PopGroup(user.checkpoint);CHKERRQ(ierr);
#endif
  }
  ierr = PetscViewerDestroy(&user.checkpoint);CHKERRQ(ierr);
  if (user.showInitial) {
    Vec lv;
    ierr = DMGetLocalVector(dm, &lv);CHKERRQ(ierr);
    ierr = DMGlobalToLocalBegin(dm, u, INSERT_VALUES, lv);CHKERRQ(ierr);
    ierr = DMGlobalToLocalEnd(dm, u, INSERT_VALUES, lv);CHKERRQ(ierr);
    ierr = DMPrintLocalVec(dm, "Local function", 1.0e-10, lv);CHKERRQ(ierr);
    ierr = DMRestoreLocalVector(dm, &lv);CHKERRQ(ierr);
  }
  if (user.runType == RUN_FULL) {
    void (*initialGuess[numComponents])(const PetscReal x[], PetscScalar *, void *ctx);
    PetscInt c;

    for (c = 0; c < numComponents; ++c) initialGuess[c] = zero;
    ierr = DMPlexProjectFunction(dm, user.fe, initialGuess, NULL, INSERT_VALUES, u);CHKERRQ(ierr);
    if (user.debug) {
      ierr = PetscPrintf(PETSC_COMM_WORLD, "Initial guess\n");CHKERRQ(ierr);
      ierr = VecView(u, PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
    }
    ierr = SNESSolve(snes, NULL, u);CHKERRQ(ierr);
    ierr = SNESGetIterationNumber(snes, &its);CHKERRQ(ierr);
    ierr = PetscPrintf(PETSC_COMM_WORLD, "Number of SNES iterations = %D\n", its);CHKERRQ(ierr);
    ierr = DMPlexComputeL2Diff(dm, user.fe, user.exactFuncs, NULL, u, &error);CHKERRQ(ierr);
    if (error < 1.0e-11) {ierr = PetscPrintf(PETSC_COMM_WORLD, "L_2 Error: < 1.0e-11\n");CHKERRQ(ierr);}
    else                 {ierr = PetscPrintf(PETSC_COMM_WORLD, "L_2 Error: %g\n", error);CHKERRQ(ierr);}
    if (user.showSolution) {
      ierr = PetscPrintf(PETSC_COMM_WORLD, "Solution\n");CHKERRQ(ierr);
      ierr = VecChop(u, 3.0e-9);CHKERRQ(ierr);
      ierr = VecView(u, PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
    }
  } else if (user.runType == RUN_PERF) {
    PetscReal res = 0.0;

    ierr = SNESComputeFunction(snes, u, r);CHKERRQ(ierr);
    ierr = PetscPrintf(PETSC_COMM_WORLD, "Initial Residual\n");CHKERRQ(ierr);
    ierr = VecChop(r, 1.0e-10);CHKERRQ(ierr);
    ierr = VecNorm(r, NORM_2, &res);CHKERRQ(ierr);
    ierr = PetscPrintf(PETSC_COMM_WORLD, "L_2 Residual: %g\n", res);CHKERRQ(ierr);
  } else {
    PetscReal res = 0.0;

    /* Check discretization error */
    ierr = PetscPrintf(PETSC_COMM_WORLD, "Initial guess\n");CHKERRQ(ierr);
    ierr = VecView(u, PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
    ierr = DMPlexComputeL2Diff(dm, user.fe, user.exactFuncs, NULL, u, &error);CHKERRQ(ierr);
    if (error < 1.0e-11) {ierr = PetscPrintf(PETSC_COMM_WORLD, "L_2 Error: < 1.0e-11\n");CHKERRQ(ierr);}
    else                 {ierr = PetscPrintf(PETSC_COMM_WORLD, "L_2 Error: %g\n", error);CHKERRQ(ierr);}
    /* Check residual */
    ierr = SNESComputeFunction(snes, u, r);CHKERRQ(ierr);
    ierr = PetscPrintf(PETSC_COMM_WORLD, "Initial Residual\n");CHKERRQ(ierr);
    ierr = VecChop(r, 1.0e-10);CHKERRQ(ierr);
    ierr = VecView(r, PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
    ierr = VecNorm(r, NORM_2, &res);CHKERRQ(ierr);
    ierr = PetscPrintf(PETSC_COMM_WORLD, "L_2 Residual: %g\n", res);CHKERRQ(ierr);
    /* Check Jacobian */
    {
      Vec          b;

      ierr = SNESComputeJacobian(snes, u, A, A);CHKERRQ(ierr);
      ierr = VecDuplicate(u, &b);CHKERRQ(ierr);
      ierr = VecSet(r, 0.0);CHKERRQ(ierr);
      ierr = SNESComputeFunction(snes, r, b);CHKERRQ(ierr);
      ierr = MatMult(A, u, r);CHKERRQ(ierr);
      ierr = VecAXPY(r, 1.0, b);CHKERRQ(ierr);
      ierr = VecDestroy(&b);CHKERRQ(ierr);
      ierr = PetscPrintf(PETSC_COMM_WORLD, "Au - b = Au + F(0)\n");CHKERRQ(ierr);
      ierr = VecChop(r, 1.0e-10);CHKERRQ(ierr);
      ierr = VecView(r, PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
      ierr = VecNorm(r, NORM_2, &res);CHKERRQ(ierr);
      ierr = PetscPrintf(PETSC_COMM_WORLD, "Linear L_2 Residual: %g\n", res);CHKERRQ(ierr);
    }
  }
  ierr = VecViewFromOptions(u, NULL, "-vec_view");CHKERRQ(ierr);

  if (user.bcType == NEUMANN) {
    ierr = MatNullSpaceDestroy(&nullSpace);CHKERRQ(ierr);
  }
  if (user.jacobianMF) {
    ierr = VecDestroy(&userJ.u);CHKERRQ(ierr);
  }
  if (A != J) {ierr = MatDestroy(&A);CHKERRQ(ierr);}
  ierr = PetscFEDestroy(&user.fe[0]);CHKERRQ(ierr);
  ierr = PetscFEDestroy(&user.feBd[0]);CHKERRQ(ierr);
  ierr = PetscFEDestroy(&user.feAux[0]);CHKERRQ(ierr);
  ierr = MatDestroy(&J);CHKERRQ(ierr);
  ierr = VecDestroy(&u);CHKERRQ(ierr);
  ierr = VecDestroy(&r);CHKERRQ(ierr);
  ierr = SNESDestroy(&snes);CHKERRQ(ierr);
  ierr = DMDestroy(&dm);CHKERRQ(ierr);
  ierr = PetscFree(user.exactFuncs);CHKERRQ(ierr);
  ierr = PetscFinalize();
  return 0;
}
Example #15
0
int main(int argc,char **args)
{
  Mat            Amat;
  PetscErrorCode ierr;
  SNES           snes;
  KSP            ksp;
  MPI_Comm       comm;
  PetscMPIInt    npe,rank;
  PetscLogStage  stage[7];
  PetscBool      test_nonzero_cols=PETSC_FALSE,use_nearnullspace=PETSC_TRUE;
  Vec            xx,bb;
  PetscInt       iter,i,N,dim=3,cells[3]={1,1,1},max_conv_its,local_sizes[7],run_type=1;
  DM             dm,distdm,basedm;
  PetscBool      flg;
  char           convType[256];
  PetscReal      Lx,mdisp[10],err[10];
  const char * const options[10] = {"-ex56_dm_refine 0",
                                    "-ex56_dm_refine 1",
                                    "-ex56_dm_refine 2",
                                    "-ex56_dm_refine 3",
                                    "-ex56_dm_refine 4",
                                    "-ex56_dm_refine 5",
                                    "-ex56_dm_refine 6",
                                    "-ex56_dm_refine 7",
                                    "-ex56_dm_refine 8",
                                    "-ex56_dm_refine 9"};
  PetscFunctionBeginUser;
  ierr = PetscInitialize(&argc,&args,(char*)0,help);if (ierr) return ierr;
  comm = PETSC_COMM_WORLD;
  ierr = MPI_Comm_rank(comm, &rank);CHKERRQ(ierr);
  ierr = MPI_Comm_size(comm, &npe);CHKERRQ(ierr);
  /* options */
  ierr = PetscOptionsBegin(comm,NULL,"3D bilinear Q1 elasticity options","");CHKERRQ(ierr);
  {
    i = 3;
    ierr = PetscOptionsIntArray("-cells", "Number of (flux tube) processor in each dimension", "ex56.c", cells, &i, NULL);CHKERRQ(ierr);

    Lx = 1.; /* or ne for rod */
    max_conv_its = 3;
    ierr = PetscOptionsInt("-max_conv_its","Number of iterations in convergence study","",max_conv_its,&max_conv_its,NULL);CHKERRQ(ierr);
    if (max_conv_its<=0 || max_conv_its>7) SETERRQ1(PETSC_COMM_WORLD, PETSC_ERR_USER, "Bad number of iterations for convergence test (%D)",max_conv_its);
    ierr = PetscOptionsReal("-lx","Length of domain","",Lx,&Lx,NULL);CHKERRQ(ierr);
    ierr = PetscOptionsReal("-alpha","material coefficient inside circle","",s_soft_alpha,&s_soft_alpha,NULL);CHKERRQ(ierr);
    ierr = PetscOptionsBool("-test_nonzero_cols","nonzero test","",test_nonzero_cols,&test_nonzero_cols,NULL);CHKERRQ(ierr);
    ierr = PetscOptionsBool("-use_mat_nearnullspace","MatNearNullSpace API test","",use_nearnullspace,&use_nearnullspace,NULL);CHKERRQ(ierr);
    ierr = PetscOptionsInt("-run_type","0: twisting load on cantalever, 1: 3rd order accurate convergence test","",run_type,&run_type,NULL);CHKERRQ(ierr);
    i = 3;
    ierr = PetscOptionsInt("-mat_block_size","","",i,&i,&flg);CHKERRQ(ierr);
    if (!flg || i!=3) SETERRQ2(PETSC_COMM_WORLD, PETSC_ERR_USER, "'-mat_block_size 3' must be set (%D) and = 3 (%D)",flg,flg? i : 3);
  }
  ierr = PetscOptionsEnd();CHKERRQ(ierr);
  ierr = PetscLogStageRegister("Mesh Setup", &stage[6]);CHKERRQ(ierr);
  ierr = PetscLogStageRegister("1st Setup", &stage[0]);CHKERRQ(ierr);
  ierr = PetscLogStageRegister("1st Solve", &stage[1]);CHKERRQ(ierr);

  /* create DM, Plex calls DMSetup */
  ierr = PetscLogStagePush(stage[6]);CHKERRQ(ierr);
  ierr = DMPlexCreateHexBoxMesh(comm, dim, cells, DM_BOUNDARY_NONE, DM_BOUNDARY_NONE, DM_BOUNDARY_NONE, &dm);CHKERRQ(ierr);
  {
    DMLabel         label;
    IS              is;
    ierr = DMCreateLabel(dm, "boundary");CHKERRQ(ierr);
    ierr = DMGetLabel(dm, "boundary", &label);CHKERRQ(ierr);
    ierr = DMPlexMarkBoundaryFaces(dm, label);CHKERRQ(ierr);
    if (run_type==0) {
      ierr = DMGetStratumIS(dm, "boundary", 1,  &is);CHKERRQ(ierr);
      ierr = DMCreateLabel(dm,"Faces");CHKERRQ(ierr);
      if (is) {
        PetscInt        d, f, Nf;
        const PetscInt *faces;
        PetscInt        csize;
        PetscSection    cs;
        Vec             coordinates ;
        DM              cdm;
        ierr = ISGetLocalSize(is, &Nf);CHKERRQ(ierr);
        ierr = ISGetIndices(is, &faces);CHKERRQ(ierr);
        ierr = DMGetCoordinatesLocal(dm, &coordinates);CHKERRQ(ierr);
        ierr = DMGetCoordinateDM(dm, &cdm);CHKERRQ(ierr);
        ierr = DMGetDefaultSection(cdm, &cs);CHKERRQ(ierr);
        /* Check for each boundary face if any component of its centroid is either 0.0 or 1.0 */
        for (f = 0; f < Nf; ++f) {
          PetscReal   faceCoord;
          PetscInt    b,v;
          PetscScalar *coords = NULL;
          PetscInt    Nv;
          ierr = DMPlexVecGetClosure(cdm, cs, coordinates, faces[f], &csize, &coords);CHKERRQ(ierr);
          Nv   = csize/dim; /* Calculate mean coordinate vector */
          for (d = 0; d < dim; ++d) {
            faceCoord = 0.0;
            for (v = 0; v < Nv; ++v) faceCoord += PetscRealPart(coords[v*dim+d]);
            faceCoord /= Nv;
            for (b = 0; b < 2; ++b) {
              if (PetscAbs(faceCoord - b) < PETSC_SMALL) { /* domain have not been set yet, still [0,1]^3 */
                ierr = DMSetLabelValue(dm, "Faces", faces[f], d*2+b+1);CHKERRQ(ierr);
              }
            }
          }
          ierr = DMPlexVecRestoreClosure(cdm, cs, coordinates, faces[f], &csize, &coords);CHKERRQ(ierr);
        }
        ierr = ISRestoreIndices(is, &faces);CHKERRQ(ierr);
      }
      ierr = ISDestroy(&is);CHKERRQ(ierr);
      ierr = DMGetLabel(dm, "Faces", &label);CHKERRQ(ierr);
      ierr = DMPlexLabelComplete(dm, label);CHKERRQ(ierr);
    }
  }
  {
    PetscInt dimEmbed, i;
    PetscInt nCoords;
    PetscScalar *coords,bounds[] = {0,Lx,-.5,.5,-.5,.5,}; /* x_min,x_max,y_min,y_max */
    Vec coordinates;
    if (run_type==1) {
      for (i = 0; i < 2*dim; i++) bounds[i] = (i%2) ? 1 : 0;
    }
    ierr = DMGetCoordinatesLocal(dm,&coordinates);CHKERRQ(ierr);
    ierr = DMGetCoordinateDim(dm,&dimEmbed);CHKERRQ(ierr);
    if (dimEmbed != dim) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_ARG_SIZ,"dimEmbed != dim %D",dimEmbed);CHKERRQ(ierr);
    ierr = VecGetLocalSize(coordinates,&nCoords);CHKERRQ(ierr);
    if (nCoords % dimEmbed) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_ARG_SIZ,"Coordinate vector the wrong size");CHKERRQ(ierr);
    ierr = VecGetArray(coordinates,&coords);CHKERRQ(ierr);
    for (i = 0; i < nCoords; i += dimEmbed) {
      PetscInt j;
      PetscScalar *coord = &coords[i];
      for (j = 0; j < dimEmbed; j++) {
        coord[j] = bounds[2 * j] + coord[j] * (bounds[2 * j + 1] - bounds[2 * j]);
      }
    }
    ierr = VecRestoreArray(coordinates,&coords);CHKERRQ(ierr);
    ierr = DMSetCoordinatesLocal(dm,coordinates);CHKERRQ(ierr);
  }

  /* convert to p4est, and distribute */

  ierr = PetscOptionsBegin(comm, "", "Mesh conversion options", "DMPLEX");CHKERRQ(ierr);
  ierr = PetscOptionsFList("-dm_type","Convert DMPlex to another format (should not be Plex!)","ex56.c",DMList,DMPLEX,convType,256,&flg);CHKERRQ(ierr);
  ierr = PetscOptionsEnd();
  if (flg) {
    DM newdm;
    ierr = DMConvert(dm,convType,&newdm);CHKERRQ(ierr);
    if (newdm) {
      const char *prefix;
      PetscBool isForest;
      ierr = PetscObjectGetOptionsPrefix((PetscObject)dm,&prefix);CHKERRQ(ierr);
      ierr = PetscObjectSetOptionsPrefix((PetscObject)newdm,prefix);CHKERRQ(ierr);
      ierr = DMIsForest(newdm,&isForest);CHKERRQ(ierr);
      if (isForest) {
      } else SETERRQ(PETSC_COMM_WORLD, PETSC_ERR_USER, "Converted to non Forest?");
      ierr = DMDestroy(&dm);CHKERRQ(ierr);
      dm   = newdm;
    } else SETERRQ(PETSC_COMM_WORLD, PETSC_ERR_USER, "Convert failed?");
  } else {
    /* Plex Distribute mesh over processes */
    ierr = DMPlexDistribute(dm, 0, NULL, &distdm);CHKERRQ(ierr);
    if (distdm) {
      const char *prefix;
      ierr = PetscObjectGetOptionsPrefix((PetscObject)dm,&prefix);CHKERRQ(ierr);
      ierr = PetscObjectSetOptionsPrefix((PetscObject)distdm,prefix);CHKERRQ(ierr);
      ierr = DMDestroy(&dm);CHKERRQ(ierr);
      dm   = distdm;
    }
  }
  ierr = PetscLogStagePop();CHKERRQ(ierr);
  basedm = dm; dm = NULL;

  for (iter=0 ; iter<max_conv_its ; iter++) {
    ierr = PetscLogStagePush(stage[6]);CHKERRQ(ierr);
    /* make new DM */
    ierr = DMClone(basedm, &dm);CHKERRQ(ierr);
    ierr = PetscObjectSetOptionsPrefix((PetscObject) dm, "ex56_");CHKERRQ(ierr);
    ierr = PetscObjectSetName( (PetscObject)dm,"Mesh");CHKERRQ(ierr);
    ierr = PetscOptionsClearValue(NULL,"-ex56_dm_refine");CHKERRQ(ierr);
    ierr = PetscOptionsInsertString(NULL,options[iter]);CHKERRQ(ierr);
    ierr = DMSetFromOptions(dm);CHKERRQ(ierr); /* refinement done here in Plex, p4est */
    /* snes */
    ierr = SNESCreate(comm, &snes);CHKERRQ(ierr);
    ierr = SNESSetDM(snes, dm);CHKERRQ(ierr);
    /* fem */
    {
      const PetscInt Ncomp = dim;
      const PetscInt components[] = {0,1,2};
      const PetscInt Nfid = 1, Npid = 1;
      const PetscInt fid[] = {1}; /* The fixed faces (x=0) */
      const PetscInt pid[] = {2}; /* The faces with loading (x=L_x) */
      PetscFE         fe;
      PetscDS         prob;
      DM              cdm = dm;

      ierr = PetscFECreateDefault(dm, dim, dim, PETSC_FALSE, NULL, PETSC_DECIDE, &fe);CHKERRQ(ierr); /* elasticity */
      ierr = PetscObjectSetName((PetscObject) fe, "deformation");CHKERRQ(ierr);
      /* FEM prob */
      ierr = DMGetDS(dm, &prob);CHKERRQ(ierr);
      ierr = PetscDSSetDiscretization(prob, 0, (PetscObject) fe);CHKERRQ(ierr);
      /* setup problem */
      if (run_type==1) {
        ierr = PetscDSSetJacobian(prob, 0, 0, NULL, NULL, NULL, g3_uu_3d);CHKERRQ(ierr);
        ierr = PetscDSSetResidual(prob, 0, f0_u_x4, f1_u_3d);CHKERRQ(ierr);
      } else {
        ierr = PetscDSSetJacobian(prob, 0, 0, NULL, NULL, NULL, g3_uu_3d_alpha);CHKERRQ(ierr);
        ierr = PetscDSSetResidual(prob, 0, f0_u, f1_u_3d_alpha);CHKERRQ(ierr);
        ierr = PetscDSSetBdResidual(prob, 0, f0_bd_u_3d, f1_bd_u);CHKERRQ(ierr);
      }
      /* bcs */
      if (run_type==1) {
        PetscInt id = 1;
        ierr = DMAddBoundary(dm, DM_BC_ESSENTIAL, "wall", "boundary", 0, 0, NULL, (void (*)()) zero, 1, &id, NULL);CHKERRQ(ierr);
      } else {
        ierr = PetscDSAddBoundary(prob, DM_BC_ESSENTIAL, "fixed", "Faces", 0, Ncomp, components, (void (*)()) zero, Nfid, fid, NULL);CHKERRQ(ierr);
        ierr = PetscDSAddBoundary(prob, DM_BC_NATURAL, "traction", "Faces", 0, Ncomp, components, NULL, Npid, pid, NULL);CHKERRQ(ierr);
      }
      while (cdm) {
        ierr = DMSetDS(cdm,prob);CHKERRQ(ierr);
        ierr = DMGetCoarseDM(cdm, &cdm);CHKERRQ(ierr);
      }
      ierr = PetscFEDestroy(&fe);CHKERRQ(ierr);
    }
    /* vecs & mat */
    ierr = DMCreateGlobalVector(dm,&xx);CHKERRQ(ierr);
    ierr = VecDuplicate(xx, &bb);CHKERRQ(ierr);
    ierr = PetscObjectSetName((PetscObject) bb, "b");CHKERRQ(ierr);
    ierr = PetscObjectSetName((PetscObject) xx, "u");CHKERRQ(ierr);
    ierr = DMCreateMatrix(dm, &Amat);CHKERRQ(ierr);
    ierr = VecGetSize(bb,&N);CHKERRQ(ierr);
    local_sizes[iter] = N;
    ierr = PetscPrintf(PETSC_COMM_WORLD,"[%d]%s %d global equations, %d vertices\n",rank,PETSC_FUNCTION_NAME,N,N/dim);CHKERRQ(ierr);
    if (use_nearnullspace && N/dim > 1) {
      /* Set up the near null space (a.k.a. rigid body modes) that will be used by the multigrid preconditioner */
      DM           subdm;
      MatNullSpace nearNullSpace;
      PetscInt     fields = 0;
      PetscObject  deformation;
      ierr = DMCreateSubDM(dm, 1, &fields, NULL, &subdm);CHKERRQ(ierr);
      ierr = DMPlexCreateRigidBody(subdm, &nearNullSpace);CHKERRQ(ierr);
      ierr = DMGetField(dm, 0, &deformation);CHKERRQ(ierr);
      ierr = PetscObjectCompose(deformation, "nearnullspace", (PetscObject) nearNullSpace);CHKERRQ(ierr);
      ierr = DMDestroy(&subdm);CHKERRQ(ierr);
      ierr = MatNullSpaceDestroy(&nearNullSpace);CHKERRQ(ierr); /* created by DM and destroyed by Mat */
    }
    ierr = DMPlexSetSNESLocalFEM(dm,NULL,NULL,NULL);CHKERRQ(ierr);
    ierr = SNESSetJacobian(snes, Amat, Amat, NULL, NULL);CHKERRQ(ierr);
    ierr = SNESSetFromOptions(snes);CHKERRQ(ierr);
    ierr = DMSetUp(dm);CHKERRQ(ierr);
    ierr = PetscLogStagePop();CHKERRQ(ierr);
    ierr = PetscLogStagePush(stage[0]);CHKERRQ(ierr);
    /* ksp */
    ierr = SNESGetKSP(snes, &ksp);CHKERRQ(ierr);
    ierr = KSPSetComputeSingularValues(ksp,PETSC_TRUE);CHKERRQ(ierr);
    /* test BCs */
    ierr = VecZeroEntries(xx);CHKERRQ(ierr);
    if (test_nonzero_cols) {
      if (rank==0) ierr = VecSetValue(xx,0,1.0,INSERT_VALUES);CHKERRQ(ierr);
      ierr = VecAssemblyBegin(xx);CHKERRQ(ierr);
      ierr = VecAssemblyEnd(xx);CHKERRQ(ierr);
    }
    ierr = VecZeroEntries(bb);CHKERRQ(ierr);
    ierr = VecGetSize(bb,&i);CHKERRQ(ierr);
    local_sizes[iter] = i;
    ierr = PetscPrintf(PETSC_COMM_WORLD,"[%d]%s %d equations in vector, %d vertices\n",rank,PETSC_FUNCTION_NAME,i,i/dim);CHKERRQ(ierr);
    /* setup solver, dummy solve to really setup */
    if (0) {
      ierr = KSPSetTolerances(ksp,PETSC_DEFAULT,PETSC_DEFAULT,PETSC_DEFAULT,1);CHKERRQ(ierr);
      ierr = SNESSolve(snes, bb, xx);CHKERRQ(ierr);
      ierr = KSPSetTolerances(ksp,PETSC_DEFAULT,PETSC_DEFAULT,PETSC_DEFAULT,50);CHKERRQ(ierr);
      ierr = VecZeroEntries(xx);CHKERRQ(ierr);
    }
    ierr = PetscLogStagePop();CHKERRQ(ierr);
    /* solve */
    ierr = PetscLogStagePush(stage[1]);CHKERRQ(ierr);
    ierr = SNESSolve(snes, bb, xx);CHKERRQ(ierr);
    ierr = PetscLogStagePop();CHKERRQ(ierr);
    ierr = VecNorm(xx,NORM_INFINITY,&mdisp[iter]);CHKERRQ(ierr);
    ierr = DMViewFromOptions(dm, NULL, "-dm_view");CHKERRQ(ierr);
    {
      PetscViewer       viewer = NULL;
      PetscViewerFormat fmt;
      ierr = PetscOptionsGetViewer(comm,"ex56_","-vec_view",&viewer,&fmt,&flg);CHKERRQ(ierr);
      if (flg) {
        ierr = PetscViewerPushFormat(viewer,fmt);CHKERRQ(ierr);
        ierr = VecView(xx,viewer);CHKERRQ(ierr);
        ierr = VecView(bb,viewer);CHKERRQ(ierr);
        ierr = PetscViewerPopFormat(viewer);CHKERRQ(ierr);
      }
      ierr = PetscViewerDestroy(&viewer);CHKERRQ(ierr);
    }
    /* Free work space */
    ierr = DMDestroy(&dm);CHKERRQ(ierr);
    ierr = SNESDestroy(&snes);CHKERRQ(ierr);
    ierr = VecDestroy(&xx);CHKERRQ(ierr);
    ierr = VecDestroy(&bb);CHKERRQ(ierr);
    ierr = MatDestroy(&Amat);CHKERRQ(ierr);
  }
  ierr = DMDestroy(&basedm);CHKERRQ(ierr);
  if (run_type==1) {
    err[0] = 59.975208 - mdisp[0]; /* error with what I think is the exact solution */
  } else {
    err[0] = 171.038 - mdisp[0];
  }
  for (iter=1 ; iter<max_conv_its ; iter++) {
    if (run_type==1) {
      err[iter] = 59.975208 - mdisp[iter];
    } else {
      err[iter] = 171.038 - mdisp[iter];
    }
    PetscPrintf(PETSC_COMM_WORLD,"[%d]%s %D) N=%12D, max displ=%9.7e, disp diff=%9.2e, error=%4.3e, rate=%3.2g\n",
                rank,PETSC_FUNCTION_NAME,iter,local_sizes[iter],mdisp[iter],
                mdisp[iter]-mdisp[iter-1],err[iter],log(err[iter-1]/err[iter])/log(2.));
  }

  ierr = PetscFinalize();
  return ierr;
}
Example #16
0
PetscErrorCode SetupDiscretization(DM dm, AppCtx *user)
{
  DM             cdm   = dm;
  const PetscInt dim   = user->dim;
  const PetscInt id    = 1;
  PetscFE        feAux = NULL;
  PetscFE        feBd  = NULL;
  PetscFE        feCh  = NULL;
  PetscFE        fe;
  PetscDS        prob;
  PetscErrorCode ierr;

  PetscFunctionBeginUser;
  /* Create finite element */
  ierr = PetscFECreateDefault(dm, dim, 1, PETSC_TRUE, NULL, -1, &fe);CHKERRQ(ierr);
  ierr = PetscObjectSetName((PetscObject) fe, "potential");CHKERRQ(ierr);
  if (user->bcType == NEUMANN) {
    ierr = PetscFECreateDefault(dm, dim-1, 1, PETSC_TRUE, "bd_", -1, &feBd);CHKERRQ(ierr);
    ierr = PetscObjectSetName((PetscObject) feBd, "potential");CHKERRQ(ierr);
  }
  if (user->variableCoefficient == COEFF_FIELD) {
    PetscQuadrature q;

    ierr = PetscFECreateDefault(dm, dim, 1, PETSC_TRUE, "mat_", -1, &feAux);CHKERRQ(ierr);
    ierr = PetscFEGetQuadrature(fe, &q);CHKERRQ(ierr);
    ierr = PetscFESetQuadrature(feAux, q);CHKERRQ(ierr);
  }
  if (user->check) {ierr = PetscFECreateDefault(dm, dim, 1, PETSC_TRUE, "ch_", -1, &feCh);CHKERRQ(ierr);}
  /* Set discretization and boundary conditions for each mesh */
  while (cdm) {
    ierr = DMGetDS(cdm, &prob);CHKERRQ(ierr);
    ierr = PetscDSSetDiscretization(prob, 0, (PetscObject) fe);CHKERRQ(ierr);
    ierr = PetscDSSetBdDiscretization(prob, 0, (PetscObject) feBd);CHKERRQ(ierr);
    if (feAux) {
      DM      dmAux;
      PetscDS probAux;

      ierr = DMClone(cdm, &dmAux);CHKERRQ(ierr);
      ierr = DMPlexCopyCoordinates(cdm, dmAux);CHKERRQ(ierr);
      ierr = DMGetDS(dmAux, &probAux);CHKERRQ(ierr);
      ierr = PetscDSSetDiscretization(probAux, 0, (PetscObject) feAux);CHKERRQ(ierr);
      ierr = PetscObjectCompose((PetscObject) dm, "dmAux", (PetscObject) dmAux);CHKERRQ(ierr);
      ierr = SetupMaterial(cdm, dmAux, user);CHKERRQ(ierr);
      ierr = DMDestroy(&dmAux);CHKERRQ(ierr);
    }
    if (feCh) {
      DM      dmCh;
      PetscDS probCh;

      ierr = DMClone(cdm, &dmCh);CHKERRQ(ierr);
      ierr = DMPlexCopyCoordinates(cdm, dmCh);CHKERRQ(ierr);
      ierr = DMGetDS(dmCh, &probCh);CHKERRQ(ierr);
      ierr = PetscDSSetDiscretization(probCh, 0, (PetscObject) feCh);CHKERRQ(ierr);
      ierr = PetscObjectCompose((PetscObject) dm, "dmCh", (PetscObject) dmCh);CHKERRQ(ierr);
      ierr = DMDestroy(&dmCh);CHKERRQ(ierr);
    }
    ierr = SetupProblem(cdm, user);CHKERRQ(ierr);
    ierr = DMPlexAddBoundary(cdm, user->bcType == DIRICHLET, "wall", user->bcType == NEUMANN ? "boundary" : "marker", 0, user->exactFuncs[0], 1, &id, user);CHKERRQ(ierr);
    ierr = DMPlexGetCoarseDM(cdm, &cdm);CHKERRQ(ierr);
  }
  ierr = PetscFEDestroy(&fe);CHKERRQ(ierr);
  ierr = PetscFEDestroy(&feBd);CHKERRQ(ierr);
  ierr = PetscFEDestroy(&feAux);CHKERRQ(ierr);
  ierr = PetscFEDestroy(&feCh);CHKERRQ(ierr);
  PetscFunctionReturn(0);
}
Example #17
0
int main(int argc, char **argv)
{
  MPI_Comm       comm;
  DM             base, preForest, postForest;
  PetscInt       dim = 2;
  PetscInt       preCount, postCount;
  Vec            preVec, postVecTransfer, postVecExact;
  PetscErrorCode (*funcs[1]) (PetscInt,PetscReal,const PetscReal [],PetscInt,PetscScalar [], void *) = {MultiaffineFunction};
  void           *ctxs[1] = {NULL};
  const PetscInt cells[] = {3, 3, 3};
  PetscReal      diff, tol = PETSC_SMALL;
  PetscBool      linear = PETSC_FALSE;
  PetscBool      useFV = PETSC_FALSE;
  PetscDS        ds;
  bc_func_ctx    bcCtx;
  DMLabel        adaptLabel;
  PetscErrorCode ierr;

  ierr = PetscInitialize(&argc, &argv, NULL,help);if (ierr) return ierr;
  comm = PETSC_COMM_WORLD;
  ierr = PetscOptionsBegin(comm, "", "DMForestTransferVec() Test Options", "DMFOREST");CHKERRQ(ierr);
  ierr = PetscOptionsInt("-dim", "The dimension (2 or 3)", "ex2.c", dim, &dim, NULL);CHKERRQ(ierr);
  ierr = PetscOptionsBool("-linear","Transfer a simple linear function", "ex2.c", linear, &linear, NULL);CHKERRQ(ierr);
  ierr = PetscOptionsBool("-use_fv","Use a finite volume approximation", "ex2.c", useFV, &useFV, NULL);CHKERRQ(ierr);
  ierr = PetscOptionsEnd();CHKERRQ(ierr);

  if (linear) {
    funcs[0] = LinearFunction;
  }

  bcCtx.func = funcs[0];
  bcCtx.dim  = dim;
  bcCtx.Nf   = 1;
  bcCtx.ctx  = NULL;

  /* the base mesh */
  ierr = DMPlexCreateHexBoxMesh(comm, dim, cells, DM_BOUNDARY_NONE, DM_BOUNDARY_NONE, DM_BOUNDARY_NONE, &base);CHKERRQ(ierr);
  if (useFV) {
    PetscFV      fv;
    PetscLimiter limiter;
    DM           baseFV;

    ierr = DMPlexConstructGhostCells(base,NULL,NULL,&baseFV);CHKERRQ(ierr);
    ierr = DMDestroy(&base);CHKERRQ(ierr);
    base = baseFV;
    ierr = PetscFVCreate(comm, &fv);CHKERRQ(ierr);
    ierr = PetscFVSetSpatialDimension(fv,dim);CHKERRQ(ierr);
    ierr = PetscFVSetType(fv,PETSCFVLEASTSQUARES);CHKERRQ(ierr);
    ierr = PetscFVSetNumComponents(fv,1);CHKERRQ(ierr);
    ierr = PetscLimiterCreate(comm,&limiter);CHKERRQ(ierr);
    ierr = PetscLimiterSetType(limiter,PETSCLIMITERNONE);CHKERRQ(ierr);
    ierr = PetscFVSetLimiter(fv,limiter);CHKERRQ(ierr);
    ierr = PetscLimiterDestroy(&limiter);CHKERRQ(ierr);
    ierr = PetscFVSetFromOptions(fv);CHKERRQ(ierr);
    ierr = DMSetField(base,0,(PetscObject)fv);CHKERRQ(ierr);
    ierr = PetscFVDestroy(&fv);CHKERRQ(ierr);
  } else {
    PetscFE fe;
    ierr = PetscFECreateDefault(base,dim,1,PETSC_FALSE,NULL,PETSC_DEFAULT,&fe);CHKERRQ(ierr);
    ierr = DMSetField(base,0,(PetscObject)fe);CHKERRQ(ierr);
    ierr = PetscFEDestroy(&fe);CHKERRQ(ierr);
  }
  {
    PetscDS  prob;
    PetscInt comps[] = {0};
    PetscInt ids[]   = {1, 2, 3, 4, 5, 6};

    ierr = DMGetDS(base,&prob);CHKERRQ(ierr);
    ierr = PetscDSAddBoundary(prob,PETSC_TRUE, "bc", "marker", 0, 1, comps, useFV ? (void(*)()) bc_func_fv : (void(*)()) funcs[0], 2 * dim, ids, useFV ? (void *) &bcCtx : NULL);CHKERRQ(ierr);
  }
  ierr = AddIdentityLabel(base);CHKERRQ(ierr);
  ierr = DMViewFromOptions(base,NULL,"-dm_base_view");CHKERRQ(ierr);

  /* the pre adaptivity forest */
  ierr = DMCreate(comm,&preForest);CHKERRQ(ierr);
  ierr = DMSetType(preForest,(dim == 2) ? DMP4EST : DMP8EST);CHKERRQ(ierr);
  ierr = DMGetDS(base,&ds);CHKERRQ(ierr);
  ierr = DMSetDS(preForest,ds);CHKERRQ(ierr);
  ierr = DMForestSetBaseDM(preForest,base);CHKERRQ(ierr);
  ierr = DMForestSetMinimumRefinement(preForest,1);CHKERRQ(ierr);
  ierr = DMForestSetInitialRefinement(preForest,1);CHKERRQ(ierr);
  ierr = DMSetFromOptions(preForest);CHKERRQ(ierr);
  ierr = DMSetUp(preForest);CHKERRQ(ierr);
  ierr = DMViewFromOptions(preForest,NULL,"-dm_pre_view");CHKERRQ(ierr);

  /* the pre adaptivity field */
  ierr = DMCreateGlobalVector(preForest,&preVec);CHKERRQ(ierr);
  ierr = DMProjectFunction(preForest,0.,funcs,ctxs,INSERT_VALUES,preVec);CHKERRQ(ierr);
  ierr = VecViewFromOptions(preVec,NULL,"-vec_pre_view");CHKERRQ(ierr);

  ierr = PetscObjectGetReference((PetscObject)preForest,&preCount);CHKERRQ(ierr);

  /* adapt */
  ierr = CreateAdaptivityLabel(preForest,&adaptLabel);CHKERRQ(ierr);
  ierr = DMForestTemplate(preForest,comm,&postForest);CHKERRQ(ierr);
  ierr = DMForestSetMinimumRefinement(postForest,0);CHKERRQ(ierr);
  ierr = DMForestSetInitialRefinement(postForest,0);CHKERRQ(ierr);
  ierr = DMForestSetAdaptivityLabel(postForest,adaptLabel);CHKERRQ(ierr);
  ierr = DMLabelDestroy(&adaptLabel);CHKERRQ(ierr);
  ierr = DMSetUp(postForest);CHKERRQ(ierr);
  ierr = DMViewFromOptions(postForest,NULL,"-dm_post_view");CHKERRQ(ierr);

  /* transfer */
  ierr = DMCreateGlobalVector(postForest,&postVecTransfer);CHKERRQ(ierr);
  ierr = DMForestTransferVec(preForest,preVec,postForest,postVecTransfer,PETSC_TRUE,0.0);CHKERRQ(ierr);
  ierr = VecViewFromOptions(postVecTransfer,NULL,"-vec_post_transfer_view");CHKERRQ(ierr);

  /* the exact post adaptivity field */
  ierr = DMCreateGlobalVector(postForest,&postVecExact);CHKERRQ(ierr);
  ierr = DMProjectFunction(postForest,0.,funcs,ctxs,INSERT_VALUES,postVecExact);CHKERRQ(ierr);
  ierr = VecViewFromOptions(postVecExact,NULL,"-vec_post_exact_view");CHKERRQ(ierr);

  /* compare */
  ierr = VecAXPY(postVecTransfer,-1.,postVecExact);CHKERRQ(ierr);
  ierr = VecViewFromOptions(postVecTransfer,NULL,"-vec_diff_view");CHKERRQ(ierr);
  ierr = VecNorm(postVecTransfer,NORM_2,&diff);CHKERRQ(ierr);

  /* output */
  if (diff < tol) {
    ierr = PetscPrintf(comm,"DMForestTransferVec() passes.\n");CHKERRQ(ierr);
  } else {
    ierr = PetscPrintf(comm,"DMForestTransferVec() fails with error %g and tolerance %g\n",diff,tol);CHKERRQ(ierr);
  }

  /* disconnect preForest from postForest */
  ierr = DMForestSetAdaptivityForest(postForest,NULL);CHKERRQ(ierr);
  ierr = PetscObjectGetReference((PetscObject)preForest,&postCount);CHKERRQ(ierr);
  if (postCount != preCount) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Adaptation not memory neutral: reference count increase from %d to %d\n",preCount,postCount);

  /* cleanup */
  ierr = VecDestroy(&postVecExact);CHKERRQ(ierr);
  ierr = VecDestroy(&postVecTransfer);CHKERRQ(ierr);
  ierr = DMDestroy(&postForest);CHKERRQ(ierr);
  ierr = VecDestroy(&preVec);CHKERRQ(ierr);
  ierr = DMDestroy(&preForest);CHKERRQ(ierr);
  ierr = DMDestroy(&base);CHKERRQ(ierr);
  ierr = PetscFinalize();
  return ierr;
}
Example #18
0
File: ex2.c Project: petsc/petsc
int main(int argc, char **argv)
{
  AppCtx              ctx;
  PetscErrorCode   (**funcs)(PetscInt dim, PetscReal time, const PetscReal x[], PetscInt Nf, PetscScalar *u, void *ctx);
  DM                  dm;
  PetscFE             fe;
  DMInterpolationInfo interpolator;
  Vec                 lu, fieldVals;
  PetscScalar        *vals;
  const PetscScalar  *ivals, *vcoords;
  PetscReal          *pcoords;
  PetscBool           pointsAllProcs=PETSC_TRUE;
  PetscInt            spaceDim, c, Np, p;
  PetscMPIInt         rank, size;
  PetscViewer         selfviewer;
  PetscErrorCode      ierr;

  ierr = PetscInitialize(&argc, &argv, NULL,help);if (ierr) return ierr;
  ierr = ProcessOptions(PETSC_COMM_WORLD, &ctx);CHKERRQ(ierr);
  ierr = CreateMesh(PETSC_COMM_WORLD, &ctx, &dm);CHKERRQ(ierr);
  ierr = DMGetCoordinateDim(dm, &spaceDim);CHKERRQ(ierr);
  ierr = MPI_Comm_rank(PETSC_COMM_WORLD, &rank);CHKERRQ(ierr);
  ierr = MPI_Comm_size(PETSC_COMM_WORLD, &size);CHKERRQ(ierr);
  /* Create points */
  ierr = CreatePoints(dm, &Np, &pcoords, &pointsAllProcs, &ctx);CHKERRQ(ierr);
  /* Create interpolator */
  ierr = DMInterpolationCreate(PETSC_COMM_WORLD, &interpolator);CHKERRQ(ierr);
  ierr = DMInterpolationSetDim(interpolator, spaceDim);CHKERRQ(ierr);
  ierr = DMInterpolationAddPoints(interpolator, Np, pcoords);CHKERRQ(ierr);
  ierr = DMInterpolationSetUp(interpolator, dm, pointsAllProcs);CHKERRQ(ierr);
  /* Check locations */
  for (c = 0; c < interpolator->n; ++c) {
    ierr = PetscSynchronizedPrintf(PETSC_COMM_WORLD, "[%d]Point %D is in Cell %D\n", rank, c, interpolator->cells[c]);CHKERRQ(ierr);
  }
  ierr = PetscSynchronizedFlush(PETSC_COMM_WORLD, NULL);CHKERRQ(ierr);
  ierr = VecView(interpolator->coords, PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
  /* Setup Discretization */
  ierr = PetscFECreateDefault(PetscObjectComm((PetscObject) dm), ctx.dim, Nc, ctx.cellSimplex, NULL, -1, &fe);CHKERRQ(ierr);
  ierr = DMSetField(dm, 0, NULL, (PetscObject) fe);CHKERRQ(ierr);
  ierr = DMCreateDS(dm);CHKERRQ(ierr);
  ierr = PetscFEDestroy(&fe);CHKERRQ(ierr);
  /* Create function */
  ierr = PetscCalloc2(Nc, &funcs, Nc, &vals);CHKERRQ(ierr);
  for (c = 0; c < Nc; ++c) funcs[c] = linear;
  ierr = DMGetLocalVector(dm, &lu);CHKERRQ(ierr);
  ierr = DMProjectFunctionLocal(dm, 0.0, funcs, NULL, INSERT_ALL_VALUES, lu);CHKERRQ(ierr);
  ierr = PetscViewerASCIIPushSynchronized(PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
  ierr = PetscViewerGetSubViewer(PETSC_VIEWER_STDOUT_WORLD,PETSC_COMM_SELF,&selfviewer);CHKERRQ(ierr);
  ierr = PetscViewerASCIIPrintf(selfviewer, "[%d]solution\n", rank);CHKERRQ(ierr);
  ierr = VecView(lu,selfviewer);CHKERRQ(ierr);
  ierr = PetscViewerRestoreSubViewer(PETSC_VIEWER_STDOUT_WORLD,PETSC_COMM_SELF,&selfviewer);CHKERRQ(ierr);
  ierr = PetscViewerFlush(PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
  ierr = PetscViewerASCIIPopSynchronized(PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
  /* Check interpolant */
  ierr = VecCreateSeq(PETSC_COMM_SELF, interpolator->n * Nc, &fieldVals);CHKERRQ(ierr);
  ierr = DMInterpolationSetDof(interpolator, Nc);CHKERRQ(ierr);
  ierr = DMInterpolationEvaluate(interpolator, dm, lu, fieldVals);CHKERRQ(ierr);
  for (p = 0; p < size; ++p) {
    if (p == rank) {
      ierr = PetscPrintf(PETSC_COMM_SELF, "[%d]Field values\n", rank);CHKERRQ(ierr);
      ierr = VecView(fieldVals, PETSC_VIEWER_STDOUT_SELF);CHKERRQ(ierr);
    }
    ierr = PetscBarrier((PetscObject) dm);CHKERRQ(ierr);
  }
  ierr = VecGetArrayRead(interpolator->coords, &vcoords);CHKERRQ(ierr);
  ierr = VecGetArrayRead(fieldVals, &ivals);CHKERRQ(ierr);
  for (p = 0; p < interpolator->n; ++p) {
    for (c = 0; c < Nc; ++c) {
#if defined(PETSC_USE_COMPLEX)
      PetscReal vcoordsReal[3];
      PetscInt  i;

      for (i = 0; i < spaceDim; i++) vcoordsReal[i] = PetscRealPart(vcoords[p * spaceDim + i]);
#else
      const PetscReal *vcoordsReal = &vcoords[p*spaceDim];
#endif
      (*funcs[c])(ctx.dim, 0.0, vcoordsReal, 1, vals, NULL);
      if (PetscAbsScalar(ivals[p*Nc+c] - vals[c]) > PETSC_SQRT_MACHINE_EPSILON)
        SETERRQ4(PETSC_COMM_SELF, PETSC_ERR_PLIB, "Invalid interpolated value %g != %g (%D, %D)", (double) PetscRealPart(ivals[p*Nc+c]), (double) PetscRealPart(vals[c]), p, c);
    }
  }
  ierr = VecRestoreArrayRead(interpolator->coords, &vcoords);CHKERRQ(ierr);
  ierr = VecRestoreArrayRead(fieldVals, &ivals);CHKERRQ(ierr);
  /* Cleanup */
  ierr = PetscFree(pcoords);CHKERRQ(ierr);
  ierr = PetscFree2(funcs, vals);CHKERRQ(ierr);
  ierr = VecDestroy(&fieldVals);CHKERRQ(ierr);
  ierr = DMRestoreLocalVector(dm, &lu);CHKERRQ(ierr);
  ierr = DMInterpolationDestroy(&interpolator);CHKERRQ(ierr);
  ierr = DMDestroy(&dm);CHKERRQ(ierr);
  ierr = PetscFinalize();
  return ierr;
}