xref: /petsc/src/snes/impls/multiblock/multiblock.c (revision bd89dbf26d8a5efecb980364933175da61864cd7)

#include <petsc/private/snesimpl.h> /*I "petscsnes.h" I*/
#include <petscdmcomposite.h>

typedef struct _BlockDesc *BlockDesc;
struct _BlockDesc {
  char      *name;    /* Block name */
  PetscInt   nfields; /* If block is defined on a DA, the number of DA fields */
  PetscInt  *fields;  /* If block is defined on a DA, the list of DA fields */
  IS         is;      /* Index sets defining the block */
  VecScatter sctx;    /* Scatter mapping global Vec to blockVec */
  SNES       snes;    /* Solver for this block */
  Vec        x;
  BlockDesc  next, previous;
};

typedef struct {
  PetscBool       issetup;       /* Flag is true after the all ISs and operators have been defined */
  PetscBool       defined;       /* Flag is true after the blocks have been defined, to prevent more blocks from being added */
  PetscBool       defaultblocks; /* Flag is true for a system with a set of 'k' scalar fields with the same layout (and bs = k) */
  PetscInt        numBlocks;     /* Number of blocks (can be fields, domains, etc.) */
  PetscInt        bs;            /* Block size for IS, Vec and Mat structures */
  PCCompositeType type;          /* Solver combination method (additive, multiplicative, etc.) */
  BlockDesc       blocks;        /* Linked list of block descriptors */
} SNES_Multiblock;

static PetscErrorCode SNESReset_Multiblock(SNES snes)
{
  SNES_Multiblock *mb     = (SNES_Multiblock *)snes->data;
  BlockDesc        blocks = mb->blocks, next;

  PetscFunctionBegin;
  while (blocks) {
    PetscCall(SNESReset(blocks->snes));
#if 0
    PetscCall(VecDestroy(&blocks->x));
#endif
    PetscCall(VecScatterDestroy(&blocks->sctx));
    PetscCall(ISDestroy(&blocks->is));
    next   = blocks->next;
    blocks = next;
  }
  PetscFunctionReturn(PETSC_SUCCESS);
}

/*
  SNESDestroy_Multiblock - Destroys the private SNES_Multiblock context that was created with SNESCreate_Multiblock().

  Input Parameter:
. snes - the SNES context

  Application Interface Routine: SNESDestroy()
*/
static PetscErrorCode SNESDestroy_Multiblock(SNES snes)
{
  SNES_Multiblock *mb     = (SNES_Multiblock *)snes->data;
  BlockDesc        blocks = mb->blocks, next;

  PetscFunctionBegin;
  PetscCall(SNESReset_Multiblock(snes));
  while (blocks) {
    next = blocks->next;
    PetscCall(SNESDestroy(&blocks->snes));
    PetscCall(PetscFree(blocks->name));
    PetscCall(PetscFree(blocks->fields));
    PetscCall(PetscFree(blocks));
    blocks = next;
  }
  PetscCall(PetscFree(snes->data));
  PetscFunctionReturn(PETSC_SUCCESS);
}

/* Precondition: blocksize is set to a meaningful value */
static PetscErrorCode SNESMultiblockSetFieldsRuntime_Private(SNES snes)
{
  SNES_Multiblock *mb = (SNES_Multiblock *)snes->data;
  PetscInt        *ifields;
  PetscInt         i, nfields;
  PetscBool        flg = PETSC_TRUE;
  char             optionname[128], name[8];

  PetscFunctionBegin;
  PetscCall(PetscMalloc1(mb->bs, &ifields));
  for (i = 0;; ++i) {
    PetscCall(PetscSNPrintf(name, sizeof(name), "%" PetscInt_FMT, i));
    PetscCall(PetscSNPrintf(optionname, sizeof(optionname), "-snes_multiblock_%" PetscInt_FMT "_fields", i));
    nfields = mb->bs;
    PetscCall(PetscOptionsGetIntArray(NULL, ((PetscObject)snes)->prefix, optionname, ifields, &nfields, &flg));
    if (!flg) break;
    PetscCheck(nfields, PETSC_COMM_SELF, PETSC_ERR_USER, "Cannot list zero fields");
    PetscCall(SNESMultiblockSetFields(snes, name, nfields, ifields));
  }
  if (i > 0) {
    /* Makes command-line setting of blocks take precedence over setting them in code.
       Otherwise subsequent calls to SNESMultiblockSetIS() or SNESMultiblockSetFields() would
       create new blocks, which would probably not be what the user wanted. */
    mb->defined = PETSC_TRUE;
  }
  PetscCall(PetscFree(ifields));
  PetscFunctionReturn(PETSC_SUCCESS);
}

static PetscErrorCode SNESMultiblockSetDefaults(SNES snes)
{
  SNES_Multiblock *mb     = (SNES_Multiblock *)snes->data;
  BlockDesc        blocks = mb->blocks;
  PetscInt         i;

  PetscFunctionBegin;
  if (!blocks) {
    if (snes->dm) {
      PetscBool dmcomposite;

      PetscCall(PetscObjectTypeCompare((PetscObject)snes->dm, DMCOMPOSITE, &dmcomposite));
      if (dmcomposite) {
        PetscInt nDM;
        IS      *fields;

        PetscCall(PetscInfo(snes, "Setting up physics based multiblock solver using the embedded DM\n"));
        PetscCall(DMCompositeGetNumberDM(snes->dm, &nDM));
        PetscCall(DMCompositeGetGlobalISs(snes->dm, &fields));
        for (i = 0; i < nDM; ++i) {
          char name[8];

          PetscCall(PetscSNPrintf(name, sizeof(name), "%" PetscInt_FMT, i));
          PetscCall(SNESMultiblockSetIS(snes, name, fields[i]));
          PetscCall(ISDestroy(&fields[i]));
        }
        PetscCall(PetscFree(fields));
      }
    } else {
      PetscBool flg    = PETSC_FALSE;
      PetscBool stokes = PETSC_FALSE;

      if (mb->bs <= 0) {
        if (snes->jacobian_pre) PetscCall(MatGetBlockSize(snes->jacobian_pre, &mb->bs));
        else mb->bs = 1;
      }

      PetscCall(PetscOptionsGetBool(NULL, ((PetscObject)snes)->prefix, "-snes_multiblock_default", &flg, NULL));
      PetscCall(PetscOptionsGetBool(NULL, ((PetscObject)snes)->prefix, "-snes_multiblock_detect_saddle_point", &stokes, NULL));
      if (stokes) {
        IS       zerodiags, rest;
        PetscInt nmin, nmax;

        PetscCall(MatGetOwnershipRange(snes->jacobian_pre, &nmin, &nmax));
        PetscCall(MatFindZeroDiagonals(snes->jacobian_pre, &zerodiags));
        PetscCall(ISComplement(zerodiags, nmin, nmax, &rest));
        PetscCall(SNESMultiblockSetIS(snes, "0", rest));
        PetscCall(SNESMultiblockSetIS(snes, "1", zerodiags));
        PetscCall(ISDestroy(&zerodiags));
        PetscCall(ISDestroy(&rest));
      } else {
        if (!flg) {
          /* Allow user to set fields from command line, if bs was known at the time of SNESSetFromOptions_Multiblock()
           then it is set there. This is not ideal because we should only have options set in XXSetFromOptions(). */
          PetscCall(SNESMultiblockSetFieldsRuntime_Private(snes));
          if (mb->defined) PetscCall(PetscInfo(snes, "Blocks defined using the options database\n"));
        }
        if (flg || !mb->defined) {
          PetscCall(PetscInfo(snes, "Using default splitting of fields\n"));
          for (i = 0; i < mb->bs; ++i) {
            char name[8];

            PetscCall(PetscSNPrintf(name, sizeof(name), "%" PetscInt_FMT, i));
            PetscCall(SNESMultiblockSetFields(snes, name, 1, &i));
          }
          mb->defaultblocks = PETSC_TRUE;
        }
      }
    }
  } else if (mb->numBlocks == 1) {
    IS       is2;
    PetscInt nmin, nmax;

    PetscCheck(blocks->is, PETSC_COMM_SELF, PETSC_ERR_ARG_WRONGSTATE, "Must provide at least two sets of fields to SNES multiblock");
    PetscCall(MatGetOwnershipRange(snes->jacobian_pre, &nmin, &nmax));
    PetscCall(ISComplement(blocks->is, nmin, nmax, &is2));
    PetscCall(SNESMultiblockSetIS(snes, "1", is2));
    PetscCall(ISDestroy(&is2));
  }
  PetscCheck(mb->numBlocks >= 2, PETSC_COMM_SELF, PETSC_ERR_PLIB, "Unhandled case, must have at least two blocks");
  PetscFunctionReturn(PETSC_SUCCESS);
}

static PetscErrorCode SNESSetUp_Multiblock(SNES snes)
{
  SNES_Multiblock *mb = (SNES_Multiblock *)snes->data;
  BlockDesc        blocks;
  PetscInt         i, numBlocks;

  PetscFunctionBegin;
  PetscCall(SNESMultiblockSetDefaults(snes));
  numBlocks = mb->numBlocks;
  blocks    = mb->blocks;

  /* Create ISs */
  if (!mb->issetup) {
    PetscInt  ccsize, rstart, rend, nslots, bs;
    PetscBool sorted;

    mb->issetup = PETSC_TRUE;
    bs          = mb->bs;
    PetscCall(MatGetOwnershipRange(snes->jacobian_pre, &rstart, &rend));
    PetscCall(MatGetLocalSize(snes->jacobian_pre, NULL, &ccsize));
    nslots = (rend - rstart) / bs;
    for (i = 0; i < numBlocks; ++i) {
      if (mb->defaultblocks) {
        PetscCall(ISCreateStride(PetscObjectComm((PetscObject)snes), nslots, rstart + i, numBlocks, &blocks->is));
      } else if (!blocks->is) {
        if (blocks->nfields > 1) {
          PetscInt *ii, j, k, nfields = blocks->nfields, *fields = blocks->fields;

          PetscCall(PetscMalloc1(nfields * nslots, &ii));
          for (j = 0; j < nslots; ++j) {
            for (k = 0; k < nfields; ++k) ii[nfields * j + k] = rstart + bs * j + fields[k];
          }
          PetscCall(ISCreateGeneral(PetscObjectComm((PetscObject)snes), nslots * nfields, ii, PETSC_OWN_POINTER, &blocks->is));
        } else {
          PetscCall(ISCreateStride(PetscObjectComm((PetscObject)snes), nslots, rstart + blocks->fields[0], bs, &blocks->is));
        }
      }
      PetscCall(ISSorted(blocks->is, &sorted));
      PetscCheck(sorted, PETSC_COMM_SELF, PETSC_ERR_USER, "Fields must be sorted when creating split");
      blocks = blocks->next;
    }
  }

#if 0
  /* Create matrices */
  ilink = jac->head;
  if (!jac->pmat) {
    PetscCall(PetscMalloc1(nsplit,&jac->pmat));
    for (i=0; i<nsplit; i++) {
      PetscCall(MatCreateSubMatrix(pc->pmat,ilink->is,ilink->is,MAT_INITIAL_MATRIX,&jac->pmat[i]));
      ilink = ilink->next;
    }
  } else {
    for (i=0; i<nsplit; i++) {
      PetscCall(MatCreateSubMatrix(pc->pmat,ilink->is,ilink->is,MAT_REUSE_MATRIX,&jac->pmat[i]));
      ilink = ilink->next;
    }
  }
  if (jac->realdiagonal) {
    ilink = jac->head;
    if (!jac->mat) {
      PetscCall(PetscMalloc1(nsplit,&jac->mat));
      for (i=0; i<nsplit; i++) {
        PetscCall(MatCreateSubMatrix(pc->mat,ilink->is,ilink->is,MAT_INITIAL_MATRIX,&jac->mat[i]));
        ilink = ilink->next;
      }
    } else {
      for (i=0; i<nsplit; i++) {
        if (jac->mat[i]) PetscCall(MatCreateSubMatrix(pc->mat,ilink->is,ilink->is,MAT_REUSE_MATRIX,&jac->mat[i]));
        ilink = ilink->next;
      }
    }
  } else jac->mat = jac->pmat;
#endif

#if 0
  if (jac->type != PC_COMPOSITE_ADDITIVE  && jac->type != PC_COMPOSITE_SCHUR) {
    /* extract the rows of the matrix associated with each field: used for efficient computation of residual inside algorithm */
    ilink = jac->head;
    if (!jac->Afield) {
      PetscCall(PetscMalloc1(nsplit,&jac->Afield));
      for (i=0; i<nsplit; i++) {
        PetscCall(MatCreateSubMatrix(pc->mat,ilink->is,NULL,MAT_INITIAL_MATRIX,&jac->Afield[i]));
        ilink = ilink->next;
      }
    } else {
      for (i=0; i<nsplit; i++) {
        PetscCall(MatCreateSubMatrix(pc->mat,ilink->is,NULL,MAT_REUSE_MATRIX,&jac->Afield[i]));
        ilink = ilink->next;
      }
    }
  }
#endif

  if (mb->type == PC_COMPOSITE_SCHUR) {
#if 0
    IS       ccis;
    PetscInt rstart,rend;
    PetscCheck(nsplit == 2,PetscObjectComm((PetscObject)pc),PETSC_ERR_ARG_INCOMP,"To use Schur complement preconditioner you must have exactly 2 fields");

    /* When extracting off-diagonal submatrices, we take complements from this range */
    PetscCall(MatGetOwnershipRangeColumn(pc->mat,&rstart,&rend));

    /* need to handle case when one is resetting up the preconditioner */
    if (jac->schur) {
      ilink = jac->head;
      PetscCall(ISComplement(ilink->is,rstart,rend,&ccis));
      PetscCall(MatCreateSubMatrix(pc->mat,ilink->is,ccis,MAT_REUSE_MATRIX,&jac->B));
      PetscCall(ISDestroy(&ccis));
      ilink = ilink->next;
      PetscCall(ISComplement(ilink->is,rstart,rend,&ccis));
      PetscCall(MatCreateSubMatrix(pc->mat,ilink->is,ccis,MAT_REUSE_MATRIX,&jac->C));
      PetscCall(ISDestroy(&ccis));
      PetscCall(MatSchurComplementUpdateSubMatrices(jac->schur,jac->mat[0],jac->pmat[0],jac->B,jac->C,jac->pmat[1]));
      PetscCall(KSPSetOperators(jac->kspschur,jac->schur,FieldSplitSchurPre(jac),pc->flag));

    } else {
      KSP  ksp;
      char schurprefix[256];

      /* extract the A01 and A10 matrices */
      ilink = jac->head;
      PetscCall(ISComplement(ilink->is,rstart,rend,&ccis));
      PetscCall(MatCreateSubMatrix(pc->mat,ilink->is,ccis,MAT_INITIAL_MATRIX,&jac->B));
      PetscCall(ISDestroy(&ccis));
      ilink = ilink->next;
      PetscCall(ISComplement(ilink->is,rstart,rend,&ccis));
      PetscCall(MatCreateSubMatrix(pc->mat,ilink->is,ccis,MAT_INITIAL_MATRIX,&jac->C));
      PetscCall(ISDestroy(&ccis));
      /* Use mat[0] (diagonal block of the real matrix) preconditioned by pmat[0] */
      PetscCall(MatCreateSchurComplement(jac->mat[0],jac->pmat[0],jac->B,jac->C,jac->mat[1],&jac->schur));
      /* set tabbing and options prefix of KSP inside the MatSchur */
      PetscCall(MatSchurComplementGetKSP(jac->schur,&ksp));
      PetscCall(PetscObjectIncrementTabLevel((PetscObject)ksp,(PetscObject)pc,2));
      PetscCall(PetscSNPrintf(schurprefix,sizeof(schurprefix),"%sfieldsplit_%s_",((PetscObject)pc)->prefix ? ((PetscObject)pc)->prefix : "",jac->head->splitname));
      PetscCall(KSPSetOptionsPrefix(ksp,schurprefix));
      PetscCall(MatSetFromOptions(jac->schur));

      PetscCall(KSPCreate(PetscObjectComm((PetscObject)pc),&jac->kspschur));
      PetscCall(PetscObjectIncrementTabLevel((PetscObject)jac->kspschur,(PetscObject)pc,1));
      PetscCall(KSPSetOperators(jac->kspschur,jac->schur,FieldSplitSchurPre(jac)));
      if (jac->schurpre == PC_FIELDSPLIT_SCHUR_PRE_SELF) {
        PC pc;
        PetscCall(KSPGetPC(jac->kspschur,&pc));
        PetscCall(PCSetType(pc,PCNONE));
        /* Note: This is bad if there exist preconditioners for MATSCHURCOMPLEMENT */
      }
      PetscCall(PetscSNPrintf(schurprefix,sizeof(schurprefix),"%sfieldsplit_%s_",((PetscObject)pc)->prefix ? ((PetscObject)pc)->prefix : "",ilink->splitname));
      PetscCall(KSPSetOptionsPrefix(jac->kspschur,schurprefix));
      /* really want setfromoptions called in PCSetFromOptions_FieldSplit(), but it is not ready yet */
      PetscCall(KSPSetFromOptions(jac->kspschur));

      PetscCall(PetscMalloc2(2,&jac->x,2,&jac->y));
      PetscCall(MatCreateVecs(jac->pmat[0],&jac->x[0],&jac->y[0]));
      PetscCall(MatCreateVecs(jac->pmat[1],&jac->x[1],&jac->y[1]));
      ilink    = jac->head;
      ilink->x = jac->x[0]; ilink->y = jac->y[0];
      ilink    = ilink->next;
      ilink->x = jac->x[1]; ilink->y = jac->y[1];
    }
#endif
  } else {
    /* Set up the individual SNESs */
    blocks = mb->blocks;
    i      = 0;
    while (blocks) {
      /*TODO: Set these correctly */
      /* PetscCall(SNESSetFunction(blocks->snes, blocks->x, func)); */
      /* PetscCall(SNESSetJacobian(blocks->snes, blocks->x, jac)); */
      PetscCall(VecDuplicate(blocks->snes->vec_sol, &blocks->x));
      /* really want setfromoptions called in SNESSetFromOptions_Multiblock(), but it is not ready yet */
      PetscCall(SNESSetFromOptions(blocks->snes));
      PetscCall(SNESSetUp(blocks->snes));
      blocks = blocks->next;
      i++;
    }
  }

  /* Compute scatter contexts needed by multiplicative versions and non-default splits */
  if (!mb->blocks->sctx) {
    Vec xtmp;

    blocks = mb->blocks;
    PetscCall(MatCreateVecs(snes->jacobian_pre, &xtmp, NULL));
    while (blocks) {
      PetscCall(VecScatterCreate(xtmp, blocks->is, blocks->x, NULL, &blocks->sctx));
      blocks = blocks->next;
    }
    PetscCall(VecDestroy(&xtmp));
  }
  PetscFunctionReturn(PETSC_SUCCESS);
}

/*
  SNESSetFromOptions_Multiblock - Sets various parameters for the SNESMULTIBLOCK method.

  Input Parameter:
. snes - the SNES context

  Application Interface Routine: SNESSetFromOptions()
*/
static PetscErrorCode SNESSetFromOptions_Multiblock(SNES snes, PetscOptionItems PetscOptionsObject)
{
  SNES_Multiblock *mb = (SNES_Multiblock *)snes->data;
  PCCompositeType  ctype;
  PetscInt         bs;
  PetscBool        flg;

  PetscFunctionBegin;
  PetscOptionsHeadBegin(PetscOptionsObject, "SNES Multiblock options");
  PetscCall(PetscOptionsInt("-snes_multiblock_block_size", "Blocksize that defines number of fields", "PCFieldSplitSetBlockSize", mb->bs, &bs, &flg));
  if (flg) PetscCall(SNESMultiblockSetBlockSize(snes, bs));
  PetscCall(PetscOptionsEnum("-snes_multiblock_type", "Type of composition", "PCFieldSplitSetType", PCCompositeTypes, (PetscEnum)mb->type, (PetscEnum *)&ctype, &flg));
  if (flg) PetscCall(SNESMultiblockSetType(snes, ctype));
  /* Only setup fields once */
  if ((mb->bs > 0) && (mb->numBlocks == 0)) {
    /* only allow user to set fields from command line if bs is already known, otherwise user can set them in SNESMultiblockSetDefaults() */
    PetscCall(SNESMultiblockSetFieldsRuntime_Private(snes));
    if (mb->defined) PetscCall(PetscInfo(snes, "Blocks defined using the options database\n"));
  }
  PetscOptionsHeadEnd();
  PetscFunctionReturn(PETSC_SUCCESS);
}

static PetscErrorCode SNESView_Multiblock(SNES snes, PetscViewer viewer)
{
  SNES_Multiblock *mb     = (SNES_Multiblock *)snes->data;
  BlockDesc        blocks = mb->blocks;
  PetscBool        isascii;

  PetscFunctionBegin;
  PetscCall(PetscObjectTypeCompare((PetscObject)viewer, PETSCVIEWERASCII, &isascii));
  if (isascii) {
    PetscCall(PetscViewerASCIIPrintf(viewer, "  Multiblock with %s composition: total blocks = %" PetscInt_FMT ", blocksize = %" PetscInt_FMT "\n", PCCompositeTypes[mb->type], mb->numBlocks, mb->bs));
    PetscCall(PetscViewerASCIIPrintf(viewer, "  Solver info for each split is in the following SNES objects:\n"));
    PetscCall(PetscViewerASCIIPushTab(viewer));
    while (blocks) {
      if (blocks->fields) {
        PetscInt j;

        PetscCall(PetscViewerASCIIPrintf(viewer, "  Block %s Fields ", blocks->name));
        PetscCall(PetscViewerASCIIUseTabs(viewer, PETSC_FALSE));
        for (j = 0; j < blocks->nfields; ++j) {
          if (j > 0) PetscCall(PetscViewerASCIIPrintf(viewer, ","));
          PetscCall(PetscViewerASCIIPrintf(viewer, " %" PetscInt_FMT, blocks->fields[j]));
        }
        PetscCall(PetscViewerASCIIPrintf(viewer, "\n"));
        PetscCall(PetscViewerASCIIUseTabs(viewer, PETSC_TRUE));
      } else {
        PetscCall(PetscViewerASCIIPrintf(viewer, "  Block %s Defined by IS\n", blocks->name));
      }
      PetscCall(SNESView(blocks->snes, viewer));
      blocks = blocks->next;
    }
    PetscCall(PetscViewerASCIIPopTab(viewer));
  }
  PetscFunctionReturn(PETSC_SUCCESS);
}

static PetscErrorCode SNESSolve_Multiblock(SNES snes)
{
  SNES_Multiblock *mb = (SNES_Multiblock *)snes->data;
  Vec              X, Y, F;
  PetscReal        fnorm;
  PetscInt         maxits, i;

  PetscFunctionBegin;
  PetscCheck(!snes->xl && !snes->xu && !snes->ops->computevariablebounds, PetscObjectComm((PetscObject)snes), PETSC_ERR_ARG_WRONGSTATE, "SNES solver %s does not support bounds", ((PetscObject)snes)->type_name);

  snes->reason = SNES_CONVERGED_ITERATING;

  maxits = snes->max_its;        /* maximum number of iterations */
  X      = snes->vec_sol;        /* X^n */
  Y      = snes->vec_sol_update; /* \tilde X */
  F      = snes->vec_func;       /* residual vector */

  PetscCall(VecSetBlockSize(X, mb->bs));
  PetscCall(VecSetBlockSize(Y, mb->bs));
  PetscCall(VecSetBlockSize(F, mb->bs));
  PetscCall(PetscObjectSAWsTakeAccess((PetscObject)snes));
  snes->iter = 0;
  snes->norm = 0.;
  PetscCall(PetscObjectSAWsGrantAccess((PetscObject)snes));

  if (!snes->vec_func_init_set) PetscCall(SNESComputeFunction(snes, X, F));
  else snes->vec_func_init_set = PETSC_FALSE;

  PetscCall(VecNorm(F, NORM_2, &fnorm)); /* fnorm <- ||F||  */
  SNESCheckFunctionDomainError(snes, fnorm);
  PetscCall(PetscObjectSAWsTakeAccess((PetscObject)snes));
  snes->norm = fnorm;
  PetscCall(PetscObjectSAWsGrantAccess((PetscObject)snes));
  PetscCall(SNESLogConvergenceHistory(snes, fnorm, 0));

  /* test convergence */
  PetscCall(SNESConverged(snes, 0, 0.0, 0.0, fnorm));
  PetscCall(SNESMonitor(snes, 0, fnorm));
  if (snes->reason) PetscFunctionReturn(PETSC_SUCCESS);

  for (i = 0; i < maxits; i++) {
    /* Call general purpose update function */
    PetscTryTypeMethod(snes, update, snes->iter);
    /* Compute X^{new} from subsolves */
    if (mb->type == PC_COMPOSITE_ADDITIVE) {
      BlockDesc blocks = mb->blocks;

      if (mb->defaultblocks) {
        /*TODO: Make an array of Vecs for this */
        /* PetscCall(VecStrideGatherAll(X, mb->x, INSERT_VALUES)); */
        while (blocks) {
          PetscCall(SNESSolve(blocks->snes, NULL, blocks->x));
          blocks = blocks->next;
        }
        /* PetscCall(VecStrideScatterAll(mb->x, X, INSERT_VALUES)); */
      } else {
        while (blocks) {
          PetscCall(VecScatterBegin(blocks->sctx, X, blocks->x, INSERT_VALUES, SCATTER_FORWARD));
          PetscCall(VecScatterEnd(blocks->sctx, X, blocks->x, INSERT_VALUES, SCATTER_FORWARD));
          PetscCall(SNESSolve(blocks->snes, NULL, blocks->x));
          PetscCall(VecScatterBegin(blocks->sctx, blocks->x, X, INSERT_VALUES, SCATTER_REVERSE));
          PetscCall(VecScatterEnd(blocks->sctx, blocks->x, X, INSERT_VALUES, SCATTER_REVERSE));
          blocks = blocks->next;
        }
      }
    } else SETERRQ(PetscObjectComm((PetscObject)snes), PETSC_ERR_SUP, "Unsupported or unknown composition %d", (int)mb->type);
    /* Compute F(X^{new}) */
    PetscCall(SNESComputeFunction(snes, X, F));
    PetscCall(VecNorm(F, NORM_2, &fnorm));
    SNESCheckFunctionDomainError(snes, fnorm);

    if (snes->nfuncs >= snes->max_funcs && snes->max_funcs >= 0) {
      snes->reason = SNES_DIVERGED_FUNCTION_COUNT;
      break;
    }

    /* Monitor convergence */
    PetscCall(PetscObjectSAWsTakeAccess((PetscObject)snes));
    snes->iter = i + 1;
    snes->norm = fnorm;
    PetscCall(PetscObjectSAWsGrantAccess((PetscObject)snes));
    PetscCall(SNESLogConvergenceHistory(snes, snes->norm, 0));
    /* Test for convergence */
    PetscCall(SNESConverged(snes, snes->iter, 0.0, 0.0, fnorm));
    PetscCall(SNESMonitor(snes, snes->iter, snes->norm));
    if (snes->reason) break;
  }
  PetscFunctionReturn(PETSC_SUCCESS);
}

static PetscErrorCode SNESMultiblockSetFields_Default(SNES snes, const char name[], PetscInt n, const PetscInt fields[])
{
  SNES_Multiblock *mb = (SNES_Multiblock *)snes->data;
  BlockDesc        newblock, next = mb->blocks;
  char             prefix[128];
  PetscInt         i;

  PetscFunctionBegin;
  if (mb->defined) {
    PetscCall(PetscInfo(snes, "Ignoring new block \"%s\" because the blocks have already been defined\n", name));
    PetscFunctionReturn(PETSC_SUCCESS);
  }
  for (i = 0; i < n; ++i) {
    PetscCheck(fields[i] < mb->bs, PETSC_COMM_SELF, PETSC_ERR_ARG_OUTOFRANGE, "Field %" PetscInt_FMT " requested but only %" PetscInt_FMT " exist", fields[i], mb->bs);
    PetscCheck(fields[i] >= 0, PETSC_COMM_SELF, PETSC_ERR_ARG_OUTOFRANGE, "Negative field %" PetscInt_FMT " requested", fields[i]);
  }
  PetscCall(PetscNew(&newblock));
  if (name) {
    PetscCall(PetscStrallocpy(name, &newblock->name));
  } else {
    PetscInt len = floor(log10(mb->numBlocks)) + 1;

    PetscCall(PetscMalloc1(len + 1, &newblock->name));
    PetscCall(PetscSNPrintf(newblock->name, len, "%" PetscInt_FMT, mb->numBlocks));
  }
  newblock->nfields = n;

  PetscCall(PetscMalloc1(n, &newblock->fields));
  PetscCall(PetscArraycpy(newblock->fields, fields, n));

  newblock->next = NULL;

  PetscCall(SNESCreate(PetscObjectComm((PetscObject)snes), &newblock->snes));
  PetscCall(PetscObjectIncrementTabLevel((PetscObject)newblock->snes, (PetscObject)snes, 1));
  PetscCall(SNESSetType(newblock->snes, SNESNRICHARDSON));
  PetscCall(PetscSNPrintf(prefix, sizeof(prefix), "%smultiblock_%s_", ((PetscObject)snes)->prefix ? ((PetscObject)snes)->prefix : "", newblock->name));
  PetscCall(SNESSetOptionsPrefix(newblock->snes, prefix));

  if (!next) {
    mb->blocks         = newblock;
    newblock->previous = NULL;
  } else {
    while (next->next) next = next->next;
    next->next         = newblock;
    newblock->previous = next;
  }
  mb->numBlocks++;
  PetscFunctionReturn(PETSC_SUCCESS);
}

static PetscErrorCode SNESMultiblockSetIS_Default(SNES snes, const char name[], IS is)
{
  SNES_Multiblock *mb = (SNES_Multiblock *)snes->data;
  BlockDesc        newblock, next = mb->blocks;
  char             prefix[128];

  PetscFunctionBegin;
  if (mb->defined) {
    PetscCall(PetscInfo(snes, "Ignoring new block \"%s\" because the blocks have already been defined\n", name));
    PetscFunctionReturn(PETSC_SUCCESS);
  }
  PetscCall(PetscNew(&newblock));
  if (name) {
    PetscCall(PetscStrallocpy(name, &newblock->name));
  } else {
    PetscInt len = floor(log10(mb->numBlocks)) + 1;

    PetscCall(PetscMalloc1(len + 1, &newblock->name));
    PetscCall(PetscSNPrintf(newblock->name, len, "%" PetscInt_FMT, mb->numBlocks));
  }
  newblock->is = is;

  PetscCall(PetscObjectReference((PetscObject)is));

  newblock->next = NULL;

  PetscCall(SNESCreate(PetscObjectComm((PetscObject)snes), &newblock->snes));
  PetscCall(PetscObjectIncrementTabLevel((PetscObject)newblock->snes, (PetscObject)snes, 1));
  PetscCall(SNESSetType(newblock->snes, SNESNRICHARDSON));
  PetscCall(PetscSNPrintf(prefix, sizeof(prefix), "%smultiblock_%s_", ((PetscObject)snes)->prefix ? ((PetscObject)snes)->prefix : "", newblock->name));
  PetscCall(SNESSetOptionsPrefix(newblock->snes, prefix));

  if (!next) {
    mb->blocks         = newblock;
    newblock->previous = NULL;
  } else {
    while (next->next) next = next->next;
    next->next         = newblock;
    newblock->previous = next;
  }
  mb->numBlocks++;
  PetscFunctionReturn(PETSC_SUCCESS);
}

static PetscErrorCode SNESMultiblockSetBlockSize_Default(SNES snes, PetscInt bs)
{
  SNES_Multiblock *mb = (SNES_Multiblock *)snes->data;

  PetscFunctionBegin;
  PetscCheck(bs >= 1, PetscObjectComm((PetscObject)snes), PETSC_ERR_ARG_OUTOFRANGE, "Blocksize must be positive, you gave %" PetscInt_FMT, bs);
  PetscCheck(mb->bs <= 0 || mb->bs == bs, PetscObjectComm((PetscObject)snes), PETSC_ERR_ARG_WRONGSTATE, "Cannot change blocksize from %" PetscInt_FMT " to %" PetscInt_FMT " after it has been set", mb->bs, bs);
  mb->bs = bs;
  PetscFunctionReturn(PETSC_SUCCESS);
}

static PetscErrorCode SNESMultiblockGetSubSNES_Default(SNES snes, PetscInt *n, SNES **subsnes)
{
  SNES_Multiblock *mb     = (SNES_Multiblock *)snes->data;
  BlockDesc        blocks = mb->blocks;
  PetscInt         cnt    = 0;

  PetscFunctionBegin;
  PetscCall(PetscMalloc1(mb->numBlocks, subsnes));
  while (blocks) {
    (*subsnes)[cnt++] = blocks->snes;
    blocks            = blocks->next;
  }
  PetscCheck(cnt == mb->numBlocks, PETSC_COMM_SELF, PETSC_ERR_PLIB, "Corrupt SNESMULTIBLOCK object: number of blocks in linked list %" PetscInt_FMT " does not match number in object %" PetscInt_FMT, cnt, mb->numBlocks);

  if (n) *n = mb->numBlocks;
  PetscFunctionReturn(PETSC_SUCCESS);
}

static PetscErrorCode SNESMultiblockSetType_Default(SNES snes, PCCompositeType type)
{
  SNES_Multiblock *mb = (SNES_Multiblock *)snes->data;

  PetscFunctionBegin;
  mb->type = type;
  if (type == PC_COMPOSITE_SCHUR) {
#if 1
    SETERRQ(PetscObjectComm((PetscObject)snes), PETSC_ERR_SUP, "The Schur composite type is not yet supported");
#else
    snes->ops->solve = SNESSolve_Multiblock_Schur;
    snes->ops->view  = SNESView_Multiblock_Schur;

    PetscCall(PetscObjectComposeFunction((PetscObject)snes, "SNESMultiblockGetSubSNES_C", SNESMultiblockGetSubSNES_Schur));
    PetscCall(PetscObjectComposeFunction((PetscObject)snes, "SNESMultiblockSchurPrecondition_C", SNESMultiblockSchurPrecondition_Default));
#endif
  } else {
    snes->ops->solve = SNESSolve_Multiblock;
    snes->ops->view  = SNESView_Multiblock;

    PetscCall(PetscObjectComposeFunction((PetscObject)snes, "SNESMultiblockGetSubSNES_C", SNESMultiblockGetSubSNES_Default));
    PetscCall(PetscObjectComposeFunction((PetscObject)snes, "SNESMultiblockSchurPrecondition_C", NULL));
  }
  PetscFunctionReturn(PETSC_SUCCESS);
}

/*@
  SNESMultiblockSetFields - Sets the fields for one particular block in a `SNESMULTIBLOCK` solver

  Logically Collective

  Input Parameters:
+ snes   - the solver
. name   - name of this block, if `NULL` the number of the block is used
. n      - the number of fields in this block
- fields - the fields in this block

  Level: intermediate

  Notes:
  Use `SNESMultiblockSetIS()` to set a completely general set of row indices as a block.

  The `SNESMultiblockSetFields()` is for defining blocks as a group of strided indices, or fields.
  For example, if the vector block size is three then one can define a block as field 0, or
  1 or 2, or field 0,1 or 0,2 or 1,2 which means
  0xx3xx6xx9xx12 ... x1xx4xx7xx ... xx2xx5xx8xx.. 01x34x67x... 0x23x56x8.. x12x45x78x....
  where the numbered entries indicate what is in the block.

  This function is called once per block (it creates a new block each time). Solve options
  for this block will be available under the prefix -multiblock_BLOCKNAME_.

.seealso: [](ch_snes), `SNES`, `SNESMULTIBLOCK`, `SNESMultiblockGetSubSNES()`, `SNESMultiblockSetBlockSize()`, `SNESMultiblockSetIS()`
@*/
PetscErrorCode SNESMultiblockSetFields(SNES snes, const char name[], PetscInt n, const PetscInt *fields)
{
  PetscFunctionBegin;
  PetscValidHeaderSpecific(snes, SNES_CLASSID, 1);
  PetscAssertPointer(name, 2);
  PetscCheck(n >= 1, PetscObjectComm((PetscObject)snes), PETSC_ERR_ARG_OUTOFRANGE, "Provided number of fields %" PetscInt_FMT " in split \"%s\" not positive", n, name);
  PetscAssertPointer(fields, 4);
  PetscTryMethod(snes, "SNESMultiblockSetFields_C", (SNES, const char[], PetscInt, const PetscInt *), (snes, name, n, fields));
  PetscFunctionReturn(PETSC_SUCCESS);
}

/*@
  SNESMultiblockSetIS - Sets the global row indices for one particular block in a `SNESMULTIBLOCK` solver

  Logically Collective

  Input Parameters:
+ snes - the solver context
. name - name of this block, if `NULL` the number of the block is used
- is   - the index set that defines the global row indices in this block

  Level: intermediate

  Notes:
  Use `SNESMultiblockSetFields()`, for blocks defined by strides.

  This function is called once per block (it creates a new block each time). Solve options
  for this block will be available under the prefix -multiblock_BLOCKNAME_.

.seealso: [](ch_snes), `SNES`, `SNESMULTIBLOCK`, `SNESMultiblockGetSubSNES()`, `SNESMultiblockSetBlockSize()`, `SNESMultiblockSetFields()`
@*/
PetscErrorCode SNESMultiblockSetIS(SNES snes, const char name[], IS is)
{
  PetscFunctionBegin;
  PetscValidHeaderSpecific(snes, SNES_CLASSID, 1);
  PetscAssertPointer(name, 2);
  PetscValidHeaderSpecific(is, IS_CLASSID, 3);
  PetscTryMethod(snes, "SNESMultiblockSetIS_C", (SNES, const char[], IS), (snes, name, is));
  PetscFunctionReturn(PETSC_SUCCESS);
}

/*@
  SNESMultiblockSetType - Sets the type of block combination used for a `SNESMULTIBLOCK` solver

  Logically Collective

  Input Parameters:
+ snes - the solver context
- type - `PC_COMPOSITE_ADDITIVE`, `PC_COMPOSITE_MULTIPLICATIVE` (default), `PC_COMPOSITE_SYMMETRIC_MULTIPLICATIVE`

  Options Database Key:
. -snes_multiblock_type <type: one of multiplicative, additive, symmetric_multiplicative> - Sets block combination type

  Level: advanced

  Developer Note:
  This `SNESType` uses `PCCompositeType`, while `SNESCompositeSetType()` uses `SNESCOMPOSITE`, perhaps they should be unified in the future

.seealso: [](ch_snes), `SNES`, `SNESMULTIBLOCK`, `PCCompositeSetType()`, `PC_COMPOSITE_ADDITIVE`, `PC_COMPOSITE_MULTIPLICATIVE`, `PC_COMPOSITE_SYMMETRIC_MULTIPLICATIVE`,
          `PCCompositeType`, `SNESCOMPOSITE`, `SNESCompositeSetType()`
@*/
PetscErrorCode SNESMultiblockSetType(SNES snes, PCCompositeType type)
{
  PetscFunctionBegin;
  PetscValidHeaderSpecific(snes, SNES_CLASSID, 1);
  PetscTryMethod(snes, "SNESMultiblockSetType_C", (SNES, PCCompositeType), (snes, type));
  PetscFunctionReturn(PETSC_SUCCESS);
}

/*@
  SNESMultiblockSetBlockSize - Sets the block size for structured block division in a `SNESMULTIBLOCK` solver. If not set the matrix block size is used.

  Logically Collective

  Input Parameters:
+ snes - the solver context
- bs   - the block size

  Level: intermediate

.seealso: [](ch_snes), `SNES`, `SNESMULTIBLOCK`, `SNESMultiblockGetSubSNES()`, `SNESMultiblockSetFields()`
@*/
PetscErrorCode SNESMultiblockSetBlockSize(SNES snes, PetscInt bs)
{
  PetscFunctionBegin;
  PetscValidHeaderSpecific(snes, SNES_CLASSID, 1);
  PetscValidLogicalCollectiveInt(snes, bs, 2);
  PetscTryMethod(snes, "SNESMultiblockSetBlockSize_C", (SNES, PetscInt), (snes, bs));
  PetscFunctionReturn(PETSC_SUCCESS);
}

/*@C
  SNESMultiblockGetSubSNES - Gets the `SNES` contexts for all blocks in a `SNESMULTIBLOCK` solver.

  Not Collective but each `SNES` obtained is parallel

  Input Parameter:
. snes - the solver context

  Output Parameters:
+ n       - the number of blocks
- subsnes - the array of `SNES` contexts

  Level: advanced

  Notes:
  After `SNESMultiblockGetSubSNES()` the array of `SNES`s MUST be freed by the user
  (not each `SNES`, just the array that contains them).

  You must call `SNESSetUp()` before calling `SNESMultiblockGetSubSNES()`.

.seealso: [](ch_snes), `SNES`, `SNESMULTIBLOCK`, `SNESMultiblockSetIS()`, `SNESMultiblockSetFields()`
@*/
PetscErrorCode SNESMultiblockGetSubSNES(SNES snes, PetscInt *n, SNES *subsnes[])
{
  PetscFunctionBegin;
  PetscValidHeaderSpecific(snes, SNES_CLASSID, 1);
  if (n) PetscAssertPointer(n, 2);
  PetscUseMethod(snes, "SNESMultiblockGetSubSNES_C", (SNES, PetscInt *, SNES **), (snes, n, subsnes));
  PetscFunctionReturn(PETSC_SUCCESS);
}

/*MC
  SNESMULTIBLOCK - Multiblock nonlinear solver that can use overlapping or nonoverlapping blocks, organized
  additively (Jacobi) or multiplicatively (Gauss-Seidel).

  Level: beginner

  Note:
  This is much like  `PCASM`, `PCBJACOBI`, and `PCFIELDSPLIT` are for linear problems.

.seealso: [](ch_snes), `SNES`, `SNESCreate()`, `SNES`, `SNESSetType()`, `SNESNEWTONLS`, `SNESNEWTONTR`, `SNESNRICHARDSON`, `SNESMultiblockSetType()`,
          `PC_COMPOSITE_ADDITIVE`, `PC_COMPOSITE_MULTIPLICATIVE`, `PC_COMPOSITE_SYMMETRIC_MULTIPLICATIVE`, `SNESMultiblockSetBlockSize()`,
          `SNESMultiblockGetBlockSize()`, `SNESMultiblockSetFields()`, `SNESMultiblockSetIS()`, `SNESMultiblockGetSubSNES()`, `PCASM`, `PCBJACOBI`
M*/
PETSC_EXTERN PetscErrorCode SNESCreate_Multiblock(SNES snes)
{
  SNES_Multiblock *mb;

  PetscFunctionBegin;
  snes->ops->destroy        = SNESDestroy_Multiblock;
  snes->ops->setup          = SNESSetUp_Multiblock;
  snes->ops->setfromoptions = SNESSetFromOptions_Multiblock;
  snes->ops->view           = SNESView_Multiblock;
  snes->ops->solve          = SNESSolve_Multiblock;
  snes->ops->reset          = SNESReset_Multiblock;

  snes->usesksp = PETSC_FALSE;
  snes->usesnpc = PETSC_FALSE;

  snes->alwayscomputesfinalresidual = PETSC_TRUE;

  PetscCall(SNESParametersInitialize(snes));

  PetscCall(PetscNew(&mb));
  snes->data    = (void *)mb;
  mb->defined   = PETSC_FALSE;
  mb->numBlocks = 0;
  mb->bs        = -1;
  mb->type      = PC_COMPOSITE_MULTIPLICATIVE;

  /* We attach functions so that they can be called on another PC without crashing the program */
  PetscCall(PetscObjectComposeFunction((PetscObject)snes, "SNESMultiblockSetFields_C", SNESMultiblockSetFields_Default));
  PetscCall(PetscObjectComposeFunction((PetscObject)snes, "SNESMultiblockSetIS_C", SNESMultiblockSetIS_Default));
  PetscCall(PetscObjectComposeFunction((PetscObject)snes, "SNESMultiblockSetType_C", SNESMultiblockSetType_Default));
  PetscCall(PetscObjectComposeFunction((PetscObject)snes, "SNESMultiblockSetBlockSize_C", SNESMultiblockSetBlockSize_Default));
  PetscCall(PetscObjectComposeFunction((PetscObject)snes, "SNESMultiblockGetSubSNES_C", SNESMultiblockGetSubSNES_Default));
  PetscFunctionReturn(PETSC_SUCCESS);
}