Quelle SparseLU_panel_dfs.h Sprache: C

// This file is part of Eigen, a lightweight C++ template library
// for linear algebra.
//
// Copyright (C) 2012 Désiré Nuentsa-Wakam <desire.nuentsa_wakam@inria.fr>
//
// This Source Code Form is subject to the terms of the Mozilla
// Public License v. 2.0. If a copy of the MPL was not distributed
// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.

/*

* NOTE: This file is the modified version of [s,d,c,z]panel_dfs.c file in SuperLU

* -- SuperLU routine (version 2.0) --
* Univ. of California Berkeley, Xerox Palo Alto Research Center,
* and Lawrence Berkeley National Lab.
* November 15, 1997
*
* Copyright (c) 1994 by Xerox Corporation.  All rights reserved.
*
* THIS MATERIAL IS PROVIDED AS IS, WITH ABSOLUTELY NO WARRANTY
* EXPRESSED OR IMPLIED.  ANY USE IS AT YOUR OWN RISK.
*
* Permission is hereby granted to use or copy this program for any
* purpose, provided the above notices are retained on all copies.
* Permission to modify the code and to distribute modified code is
* granted, provided the above notices are retained, and a notice that
* the code was modified is included with the above copyright notice.
*/
#ifndef SPARSELU_PANEL_DFS_H
#define SPARSELU_PANEL_DFS_H

namespace Eigen {

namespace internal {

template<typename IndexVector>
struct panel_dfs_traits
{
  typedef typename IndexVector::Scalar StorageIndex;
  panel_dfs_traits(Index jcol, StorageIndex* marker)
    : m_jcol(jcol), m_marker(marker)
  {}
  bool update_segrep(Index krep, StorageIndex jj)
  {
    if(m_marker[krep]<m_jcol)
    {
      m_marker[krep] = jj;
      return true;
    }
    return false;
  }
  void mem_expand(IndexVector& /*glu.lsub*/, Index /*nextl*/, Index /*chmark*/) {}
  enum { ExpandMem = false };
  Index m_jcol;
  StorageIndex* m_marker;
};

template <typename Scalar, typename StorageIndex>
template <typename Traits>
void SparseLUImpl<Scalar,StorageIndex>::dfs_kernel(const StorageIndex jj, IndexVector& perm_r,
                   Index& nseg, IndexVector& panel_lsub, IndexVector& segrep,
                   Ref<IndexVector> repfnz_col, IndexVector& xprune, Ref<IndexVector> marker, IndexVector& parent,
                   IndexVector& xplore, GlobalLU_t& glu,
                   Index& nextl_col, Index krow, Traits& traits
                  )
{

  StorageIndex kmark = marker(krow);

  // For each unmarked krow of jj
  marker(krow) = jj;
  StorageIndex kperm = perm_r(krow);
  if (kperm == emptyIdxLU ) {
    // krow is in L : place it in structure of L(*, jj)
    panel_lsub(nextl_col++) = StorageIndex(krow);  // krow is indexed into A

    traits.mem_expand(panel_lsub, nextl_col, kmark);
  }
  else
  {
    // krow is in U : if its supernode-representative krep
    // has been explored, update repfnz(*)
    // krep = supernode representative of the current row
    StorageIndex krep = glu.xsup(glu.supno(kperm)+1) - 1;
    // First nonzero element in the current column:
    StorageIndex myfnz = repfnz_col(krep);

    if (myfnz != emptyIdxLU )
    {
      // Representative visited before
      if (myfnz > kperm ) repfnz_col(krep) = kperm;

    }
    else
    {
      // Otherwise, perform dfs starting at krep
      StorageIndex oldrep = emptyIdxLU;
      parent(krep) = oldrep;
      repfnz_col(krep) = kperm;
      StorageIndex xdfs =  glu.xlsub(krep);
      Index maxdfs = xprune(krep);

      StorageIndex kpar;
      do
      {
        // For each unmarked kchild of krep
        while (xdfs < maxdfs)
        {
          StorageIndex kchild = glu.lsub(xdfs);
          xdfs++;
          StorageIndex chmark = marker(kchild);

          if (chmark != jj )
          {
            marker(kchild) = jj;
            StorageIndex chperm = perm_r(kchild);

            if (chperm == emptyIdxLU)
            {
              // case kchild is in L: place it in L(*, j)
              panel_lsub(nextl_col++) = kchild;
              traits.mem_expand(panel_lsub, nextl_col, chmark);
            }
            else
            {
              // case kchild is in U :
              // chrep = its supernode-rep. If its rep has been explored,
              // update its repfnz(*)
              StorageIndex chrep = glu.xsup(glu.supno(chperm)+1) - 1;
              myfnz = repfnz_col(chrep);

              if (myfnz != emptyIdxLU)
              { // Visited before
                if (myfnz > chperm)
                  repfnz_col(chrep) = chperm;
              }
              else
              { // Cont. dfs at snode-rep of kchild
                xplore(krep) = xdfs;
                oldrep = krep;
                krep = chrep; // Go deeper down G(L)
                parent(krep) = oldrep;
                repfnz_col(krep) = chperm;
                xdfs = glu.xlsub(krep);
                maxdfs = xprune(krep);

              } // end if myfnz != -1
            } // end if chperm == -1

          } // end if chmark !=jj
        } // end while xdfs < maxdfs

        // krow has no more unexplored nbrs :
        //    Place snode-rep krep in postorder DFS, if this
        //    segment is seen for the first time. (Note that
        //    "repfnz(krep)" may change later.)
        //    Baktrack dfs to its parent
        if(traits.update_segrep(krep,jj))
        //if (marker1(krep) < jcol )
        {
          segrep(nseg) = krep;
          ++nseg;
          //marker1(krep) = jj;
        }

        kpar = parent(krep); // Pop recursion, mimic recursion
        if (kpar == emptyIdxLU)
          break; // dfs done
        krep = kpar;
        xdfs = xplore(krep);
        maxdfs = xprune(krep);

      } while (kpar != emptyIdxLU); // Do until empty stack

    } // end if (myfnz = -1)

  } // end if (kperm == -1)
}

/**
* \brief Performs a symbolic factorization on a panel of columns [jcol, jcol+w)
*
* A supernode representative is the last column of a supernode.
* The nonzeros in U[*,j] are segments that end at supernodes representatives
*
* The routine returns a list of the supernodal representatives
* in topological order of the dfs that generates them. This list is
* a superset of the topological order of each individual column within
* the panel.
* The location of the first nonzero in each supernodal segment
* (supernodal entry location) is also returned. Each column has
* a separate list for this purpose.
*
* Two markers arrays are used for dfs :
*    marker[i] == jj, if i was visited during dfs of current column jj;
*    marker1[i] >= jcol, if i was visited by earlier columns in this panel;
*
* \param[in] m number of rows in the matrix
* \param[in] w Panel size
* \param[in] jcol Starting  column of the panel
* \param[in] A Input matrix in column-major storage
* \param[in] perm_r Row permutation
* \param[out] nseg Number of U segments
* \param[out] dense Accumulate the column vectors of the panel
* \param[out] panel_lsub Subscripts of the row in the panel
* \param[out] segrep Segment representative i.e first nonzero row of each segment
* \param[out] repfnz First nonzero location in each row
* \param[out] xprune The pruned elimination tree
* \param[out] marker work vector
* \param  parent The elimination tree
* \param xplore work vector
* \param glu The global data structure
*
*/

template <typename Scalar, typename StorageIndex>
void SparseLUImpl<Scalar,StorageIndex>::panel_dfs(const Index m, const Index w, const Index jcol, MatrixType& A, IndexVector& perm_r, Index& nseg, ScalarVector& dense, IndexVector& panel_lsub, IndexVector& segrep, IndexVector& repfnz, IndexVector& xprune, IndexVector& marker, IndexVector& parent, IndexVector& xplore, GlobalLU_t& glu)
{
  Index nextl_col; // Next available position in panel_lsub[*,jj]

  // Initialize pointers
  VectorBlock<IndexVector> marker1(marker, m, m);
  nseg = 0;

  panel_dfs_traits<IndexVector> traits(jcol, marker1.data());

  // For each column in the panel
  for (StorageIndex jj = StorageIndex(jcol); jj < jcol + w; jj++)
  {
    nextl_col = (jj - jcol) * m;

    VectorBlock<IndexVector> repfnz_col(repfnz, nextl_col, m); // First nonzero location in each row
    VectorBlock<ScalarVector> dense_col(dense,nextl_col, m); // Accumulate a column vector here


    // For each nnz in A[*, jj] do depth first search
    for (typename MatrixType::InnerIterator it(A, jj); it; ++it)
    {
      Index krow = it.row();
      dense_col(krow) = it.value();

      StorageIndex kmark = marker(krow);
      if (kmark == jj)
        continue; // krow visited before, go to the next nonzero

      dfs_kernel(jj, perm_r, nseg, panel_lsub, segrep, repfnz_col, xprune, marker, parent,
                   xplore, glu, nextl_col, krow, traits);
    }// end for nonzeros in column jj

  } // end for column jj
}

} // end namespace internal
} // end namespace Eigen

#endif // SPARSELU_PANEL_DFS_H

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