xref: /petsc/src/dm/partitioner/impls/ptscotch/partptscotch.c (revision 4dfa11a44d5adf2389f1d3acbc8f3c1116dc6c3a)

#include <petsc/private/partitionerimpl.h> /*I "petscpartitioner.h" I*/

#if defined(PETSC_HAVE_PTSCOTCH)
EXTERN_C_BEGIN
#include <ptscotch.h>
EXTERN_C_END
#endif

PetscBool  PTScotchPartitionerCite       = PETSC_FALSE;
const char PTScotchPartitionerCitation[] = "@article{PTSCOTCH,\n"
                                           "  author  = {C. Chevalier and F. Pellegrini},\n"
                                           "  title   = {{PT-SCOTCH}: a tool for efficient parallel graph ordering},\n"
                                           "  journal = {Parallel Computing},\n"
                                           "  volume  = {34},\n"
                                           "  number  = {6},\n"
                                           "  pages   = {318--331},\n"
                                           "  year    = {2008},\n"
                                           "  doi     = {https://doi.org/10.1016/j.parco.2007.12.001}\n"
                                           "}\n";

typedef struct {
  MPI_Comm  pcomm;
  PetscInt  strategy;
  PetscReal imbalance;
} PetscPartitioner_PTScotch;

#if defined(PETSC_HAVE_PTSCOTCH)

#define PetscCallPTSCOTCH(...) \
  do { PetscCheck(!(__VA_ARGS__), PETSC_COMM_SELF, PETSC_ERR_LIB, "Error calling PT-Scotch library"); } while (0)

static int PTScotch_Strategy(PetscInt strategy) {
  switch (strategy) {
  case 0: return SCOTCH_STRATDEFAULT;
  case 1: return SCOTCH_STRATQUALITY;
  case 2: return SCOTCH_STRATSPEED;
  case 3: return SCOTCH_STRATBALANCE;
  case 4: return SCOTCH_STRATSAFETY;
  case 5: return SCOTCH_STRATSCALABILITY;
  case 6: return SCOTCH_STRATRECURSIVE;
  case 7: return SCOTCH_STRATREMAP;
  default: return SCOTCH_STRATDEFAULT;
  }
}

static PetscErrorCode PTScotch_PartGraph_Seq(SCOTCH_Num strategy, double imbalance, SCOTCH_Num n, SCOTCH_Num xadj[], SCOTCH_Num adjncy[], SCOTCH_Num vtxwgt[], SCOTCH_Num adjwgt[], SCOTCH_Num nparts, SCOTCH_Num tpart[], SCOTCH_Num part[]) {
  SCOTCH_Arch  archdat;
  SCOTCH_Graph grafdat;
  SCOTCH_Strat stradat;
  SCOTCH_Num   vertnbr = n;
  SCOTCH_Num   edgenbr = xadj[n];
  SCOTCH_Num  *velotab = vtxwgt;
  SCOTCH_Num  *edlotab = adjwgt;
  SCOTCH_Num   flagval = strategy;
  double       kbalval = imbalance;

  PetscFunctionBegin;
  {
    PetscBool flg = PETSC_TRUE;
    PetscCall(PetscOptionsDeprecatedNoObject("-petscpartititoner_ptscotch_vertex_weight", NULL, "3.13", "Use -petscpartitioner_use_vertex_weights"));
    PetscCall(PetscOptionsGetBool(NULL, NULL, "-petscpartititoner_ptscotch_vertex_weight", &flg, NULL));
    if (!flg) velotab = NULL;
  }
  PetscCallPTSCOTCH(SCOTCH_graphInit(&grafdat));
  PetscCallPTSCOTCH(SCOTCH_graphBuild(&grafdat, 0, vertnbr, xadj, xadj + 1, velotab, NULL, edgenbr, adjncy, edlotab));
  PetscCallPTSCOTCH(SCOTCH_stratInit(&stradat));
  PetscCallPTSCOTCH(SCOTCH_stratGraphMapBuild(&stradat, flagval, nparts, kbalval));
  PetscCallPTSCOTCH(SCOTCH_archInit(&archdat));
  if (tpart) {
    PetscCallPTSCOTCH(SCOTCH_archCmpltw(&archdat, nparts, tpart));
  } else {
    PetscCallPTSCOTCH(SCOTCH_archCmplt(&archdat, nparts));
  }
  PetscCallPTSCOTCH(SCOTCH_graphMap(&grafdat, &archdat, &stradat, part));
  SCOTCH_archExit(&archdat);
  SCOTCH_stratExit(&stradat);
  SCOTCH_graphExit(&grafdat);
  PetscFunctionReturn(0);
}

static PetscErrorCode PTScotch_PartGraph_MPI(SCOTCH_Num strategy, double imbalance, SCOTCH_Num vtxdist[], SCOTCH_Num xadj[], SCOTCH_Num adjncy[], SCOTCH_Num vtxwgt[], SCOTCH_Num adjwgt[], SCOTCH_Num nparts, SCOTCH_Num tpart[], SCOTCH_Num part[], MPI_Comm comm) {
  PetscMPIInt     procglbnbr;
  PetscMPIInt     proclocnum;
  SCOTCH_Arch     archdat;
  SCOTCH_Dgraph   grafdat;
  SCOTCH_Dmapping mappdat;
  SCOTCH_Strat    stradat;
  SCOTCH_Num      vertlocnbr;
  SCOTCH_Num      edgelocnbr;
  SCOTCH_Num     *veloloctab = vtxwgt;
  SCOTCH_Num     *edloloctab = adjwgt;
  SCOTCH_Num      flagval    = strategy;
  double          kbalval    = imbalance;

  PetscFunctionBegin;
  {
    PetscBool flg = PETSC_TRUE;
    PetscCall(PetscOptionsDeprecatedNoObject("-petscpartititoner_ptscotch_vertex_weight", NULL, "3.13", "Use -petscpartitioner_use_vertex_weights"));
    PetscCall(PetscOptionsGetBool(NULL, NULL, "-petscpartititoner_ptscotch_vertex_weight", &flg, NULL));
    if (!flg) veloloctab = NULL;
  }
  PetscCallMPI(MPI_Comm_size(comm, &procglbnbr));
  PetscCallMPI(MPI_Comm_rank(comm, &proclocnum));
  vertlocnbr = vtxdist[proclocnum + 1] - vtxdist[proclocnum];
  edgelocnbr = xadj[vertlocnbr];

  PetscCallPTSCOTCH(SCOTCH_dgraphInit(&grafdat, comm));
  PetscCallPTSCOTCH(SCOTCH_dgraphBuild(&grafdat, 0, vertlocnbr, vertlocnbr, xadj, xadj + 1, veloloctab, NULL, edgelocnbr, edgelocnbr, adjncy, NULL, edloloctab));
  PetscCallPTSCOTCH(SCOTCH_stratInit(&stradat));
  PetscCall(SCOTCH_stratDgraphMapBuild(&stradat, flagval, procglbnbr, nparts, kbalval));
  PetscCallPTSCOTCH(SCOTCH_archInit(&archdat));
  if (tpart) { /* target partition weights */
    PetscCallPTSCOTCH(SCOTCH_archCmpltw(&archdat, nparts, tpart));
  } else {
    PetscCallPTSCOTCH(SCOTCH_archCmplt(&archdat, nparts));
  }
  PetscCallPTSCOTCH(SCOTCH_dgraphMapInit(&grafdat, &mappdat, &archdat, part));
  PetscCallPTSCOTCH(SCOTCH_dgraphMapCompute(&grafdat, &mappdat, &stradat));
  SCOTCH_dgraphMapExit(&grafdat, &mappdat);
  SCOTCH_archExit(&archdat);
  SCOTCH_stratExit(&stradat);
  SCOTCH_dgraphExit(&grafdat);
  PetscFunctionReturn(0);
}

#endif /* PETSC_HAVE_PTSCOTCH */

static const char *const PTScotchStrategyList[] = {"DEFAULT", "QUALITY", "SPEED", "BALANCE", "SAFETY", "SCALABILITY", "RECURSIVE", "REMAP"};

static PetscErrorCode PetscPartitionerDestroy_PTScotch(PetscPartitioner part) {
  PetscPartitioner_PTScotch *p = (PetscPartitioner_PTScotch *)part->data;

  PetscFunctionBegin;
  PetscCallMPI(MPI_Comm_free(&p->pcomm));
  PetscCall(PetscFree(part->data));
  PetscFunctionReturn(0);
}

static PetscErrorCode PetscPartitionerView_PTScotch_ASCII(PetscPartitioner part, PetscViewer viewer) {
  PetscPartitioner_PTScotch *p = (PetscPartitioner_PTScotch *)part->data;

  PetscFunctionBegin;
  PetscCall(PetscViewerASCIIPushTab(viewer));
  PetscCall(PetscViewerASCIIPrintf(viewer, "using partitioning strategy %s\n", PTScotchStrategyList[p->strategy]));
  PetscCall(PetscViewerASCIIPrintf(viewer, "using load imbalance ratio %g\n", (double)p->imbalance));
  PetscCall(PetscViewerASCIIPopTab(viewer));
  PetscFunctionReturn(0);
}

static PetscErrorCode PetscPartitionerView_PTScotch(PetscPartitioner part, PetscViewer viewer) {
  PetscBool iascii;

  PetscFunctionBegin;
  PetscValidHeaderSpecific(part, PETSCPARTITIONER_CLASSID, 1);
  PetscValidHeaderSpecific(viewer, PETSC_VIEWER_CLASSID, 2);
  PetscCall(PetscObjectTypeCompare((PetscObject)viewer, PETSCVIEWERASCII, &iascii));
  if (iascii) PetscCall(PetscPartitionerView_PTScotch_ASCII(part, viewer));
  PetscFunctionReturn(0);
}

static PetscErrorCode PetscPartitionerSetFromOptions_PTScotch(PetscPartitioner part, PetscOptionItems *PetscOptionsObject) {
  PetscPartitioner_PTScotch *p     = (PetscPartitioner_PTScotch *)part->data;
  const char *const         *slist = PTScotchStrategyList;
  PetscInt                   nlist = PETSC_STATIC_ARRAY_LENGTH(PTScotchStrategyList);
  PetscBool                  flag;

  PetscFunctionBegin;
  PetscOptionsHeadBegin(PetscOptionsObject, "PetscPartitioner PTScotch Options");
  PetscCall(PetscOptionsEList("-petscpartitioner_ptscotch_strategy", "Partitioning strategy", "", slist, nlist, slist[p->strategy], &p->strategy, &flag));
  PetscCall(PetscOptionsReal("-petscpartitioner_ptscotch_imbalance", "Load imbalance ratio", "", p->imbalance, &p->imbalance, &flag));
  PetscOptionsHeadEnd();
  PetscFunctionReturn(0);
}

static PetscErrorCode PetscPartitionerPartition_PTScotch(PetscPartitioner part, PetscInt nparts, PetscInt numVertices, PetscInt start[], PetscInt adjacency[], PetscSection vertSection, PetscSection targetSection, PetscSection partSection, IS *partition) {
#if defined(PETSC_HAVE_PTSCOTCH)
  MPI_Comm    comm;
  PetscInt    nvtxs = numVertices; /* The number of vertices in full graph */
  PetscInt   *vtxdist;             /* Distribution of vertices across processes */
  PetscInt   *xadj   = start;      /* Start of edge list for each vertex */
  PetscInt   *adjncy = adjacency;  /* Edge lists for all vertices */
  PetscInt   *vwgt   = NULL;       /* Vertex weights */
  PetscInt   *adjwgt = NULL;       /* Edge weights */
  PetscInt    v, i, *assignment, *points;
  PetscMPIInt size, rank, p;
  PetscBool   hasempty = PETSC_FALSE;
  PetscInt   *tpwgts   = NULL;

  PetscFunctionBegin;
  PetscCall(PetscObjectGetComm((PetscObject)part, &comm));
  PetscCallMPI(MPI_Comm_size(comm, &size));
  PetscCallMPI(MPI_Comm_rank(comm, &rank));
  PetscCall(PetscMalloc2(size + 1, &vtxdist, PetscMax(nvtxs, 1), &assignment));
  /* Calculate vertex distribution */
  vtxdist[0] = 0;
  PetscCallMPI(MPI_Allgather(&nvtxs, 1, MPIU_INT, &vtxdist[1], 1, MPIU_INT, comm));
  for (p = 2; p <= size; ++p) {
    hasempty = (PetscBool)(hasempty || !vtxdist[p - 1] || !vtxdist[p]);
    vtxdist[p] += vtxdist[p - 1];
  }
  /* null graph */
  if (vtxdist[size] == 0) {
    PetscCall(PetscFree2(vtxdist, assignment));
    PetscCall(ISCreateGeneral(comm, 0, NULL, PETSC_OWN_POINTER, partition));
    PetscFunctionReturn(0);
  }

  /* Calculate vertex weights */
  if (vertSection) {
    PetscCall(PetscMalloc1(nvtxs, &vwgt));
    for (v = 0; v < nvtxs; ++v) PetscCall(PetscSectionGetDof(vertSection, v, &vwgt[v]));
  }

  /* Calculate partition weights */
  if (targetSection) {
    PetscInt sumw;

    PetscCall(PetscCalloc1(nparts, &tpwgts));
    for (p = 0, sumw = 0; p < nparts; ++p) {
      PetscCall(PetscSectionGetDof(targetSection, p, &tpwgts[p]));
      sumw += tpwgts[p];
    }
    if (!sumw) PetscCall(PetscFree(tpwgts));
  }

  {
    PetscPartitioner_PTScotch *pts   = (PetscPartitioner_PTScotch *)part->data;
    int                        strat = PTScotch_Strategy(pts->strategy);
    double                     imbal = (double)pts->imbalance;

    for (p = 0; !vtxdist[p + 1] && p < size; ++p)
      ;
    if (vtxdist[p + 1] == vtxdist[size]) {
      if (rank == p) PetscCall(PTScotch_PartGraph_Seq(strat, imbal, nvtxs, xadj, adjncy, vwgt, adjwgt, nparts, tpwgts, assignment));
    } else {
      MPI_Comm pcomm = pts->pcomm;

      if (hasempty) {
        PetscInt cnt;

        PetscCallMPI(MPI_Comm_split(pts->pcomm, !!nvtxs, rank, &pcomm));
        for (p = 0, cnt = 0; p < size; p++) {
          if (vtxdist[p + 1] != vtxdist[p]) {
            vtxdist[cnt + 1] = vtxdist[p + 1];
            cnt++;
          }
        }
      };
      if (nvtxs) PetscCall(PTScotch_PartGraph_MPI(strat, imbal, vtxdist, xadj, adjncy, vwgt, adjwgt, nparts, tpwgts, assignment, pcomm));
      if (hasempty) PetscCallMPI(MPI_Comm_free(&pcomm));
    }
  }
  PetscCall(PetscFree(vwgt));
  PetscCall(PetscFree(tpwgts));

  /* Convert to PetscSection+IS */
  for (v = 0; v < nvtxs; ++v) PetscCall(PetscSectionAddDof(partSection, assignment[v], 1));
  PetscCall(PetscMalloc1(nvtxs, &points));
  for (p = 0, i = 0; p < nparts; ++p) {
    for (v = 0; v < nvtxs; ++v) {
      if (assignment[v] == p) points[i++] = v;
    }
  }
  PetscCheck(i == nvtxs, comm, PETSC_ERR_PLIB, "Number of points %" PetscInt_FMT " should be %" PetscInt_FMT, i, nvtxs);
  PetscCall(ISCreateGeneral(comm, nvtxs, points, PETSC_OWN_POINTER, partition));

  PetscCall(PetscFree2(vtxdist, assignment));
  PetscFunctionReturn(0);
#else
  SETERRQ(PetscObjectComm((PetscObject)part), PETSC_ERR_SUP, "Mesh partitioning needs external package support.\nPlease reconfigure with --download-ptscotch.");
#endif
}

static PetscErrorCode PetscPartitionerInitialize_PTScotch(PetscPartitioner part) {
  PetscFunctionBegin;
  part->noGraph             = PETSC_FALSE;
  part->ops->view           = PetscPartitionerView_PTScotch;
  part->ops->destroy        = PetscPartitionerDestroy_PTScotch;
  part->ops->partition      = PetscPartitionerPartition_PTScotch;
  part->ops->setfromoptions = PetscPartitionerSetFromOptions_PTScotch;
  PetscFunctionReturn(0);
}

/*MC
  PETSCPARTITIONERPTSCOTCH = "ptscotch" - A PetscPartitioner object using the PT-Scotch library

  Level: intermediate

  Options Database Keys:
+  -petscpartitioner_ptscotch_strategy <string> - PT-Scotch strategy. Choose one of default quality speed balance safety scalability recursive remap
-  -petscpartitioner_ptscotch_imbalance <val> - Load imbalance ratio

  Notes: when the graph is on a single process, this partitioner actually uses Scotch and not PT-Scotch

.seealso: `PetscPartitionerType`, `PetscPartitionerCreate()`, `PetscPartitionerSetType()`
M*/

PETSC_EXTERN PetscErrorCode PetscPartitionerCreate_PTScotch(PetscPartitioner part) {
  PetscPartitioner_PTScotch *p;

  PetscFunctionBegin;
  PetscValidHeaderSpecific(part, PETSCPARTITIONER_CLASSID, 1);
  PetscCall(PetscNew(&p));
  part->data = p;

  PetscCallMPI(MPI_Comm_dup(PetscObjectComm((PetscObject)part), &p->pcomm));
  p->strategy  = 0;
  p->imbalance = 0.01;

  PetscCall(PetscPartitionerInitialize_PTScotch(part));
  PetscCall(PetscCitationsRegister(PTScotchPartitionerCitation, &PTScotchPartitionerCite));
  PetscFunctionReturn(0);
}