view liboctave/operators/Sparse-diag-op-defs.h @ 30564:796f54d4ddbf stable

update Octave Project Developers copyright for the new year In files that have the "Octave Project Developers" copyright notice, update for 2021. In all .txi and .texi files except gpl.txi and gpl.texi in the doc/liboctave and doc/interpreter directories, change the copyright to "Octave Project Developers", the same as used for other source files. Update copyright notices for 2022 (not done since 2019). For gpl.txi and gpl.texi, change the copyright notice to be "Free Software Foundation, Inc." and leave the date at 2007 only because this file only contains the text of the GPL, not anything created by the Octave Project Developers. Add Paul Thomas to contributors.in.
author John W. Eaton <jwe@octave.org>
date Tue, 28 Dec 2021 18:22:40 -0500
parents a8e988190128
children 597f3ee61a48
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////////////////////////////////////////////////////////////////////////
//
// Copyright (C) 2009-2022 The Octave Project Developers
//
// See the file COPYRIGHT.md in the top-level directory of this
// distribution or <https://octave.org/copyright/>.
//
// This file is part of Octave.
//
// Octave is free software: you can redistribute it and/or modify it
// under the terms of the GNU General Public License as published by
// the Free Software Foundation, either version 3 of the License, or
// (at your option) any later version.
//
// Octave is distributed in the hope that it will be useful, but
// WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
// GNU General Public License for more details.
//
// You should have received a copy of the GNU General Public License
// along with Octave; see the file COPYING.  If not, see
// <https://www.gnu.org/licenses/>.
//
////////////////////////////////////////////////////////////////////////

#if ! defined (octave_Sparse_diag_op_defs_h)
#define octave_Sparse_diag_op_defs_h 1

#include "octave-config.h"

#include "lo-array-errwarn.h"

// Matrix multiplication

template <typename RT, typename DM, typename SM>
RT do_mul_dm_sm (const DM& d, const SM& a)
{
  const octave_idx_type nr = d.rows ();
  const octave_idx_type nc = d.cols ();

  const octave_idx_type a_nr = a.rows ();
  const octave_idx_type a_nc = a.cols ();

  if (nc != a_nr)
    octave::err_nonconformant ("operator *", nr, nc, a_nr, a_nc);

  RT r (nr, a_nc, a.nnz ());

  octave_idx_type l = 0;

  for (octave_idx_type j = 0; j < a_nc; j++)
    {
      r.xcidx (j) = l;
      const octave_idx_type colend = a.cidx (j+1);
      for (octave_idx_type k = a.cidx (j); k < colend; k++)
        {
          const octave_idx_type i = a.ridx (k);
          if (i >= nr) break;
          r.xdata (l) = d.dgelem (i) * a.data (k);
          r.xridx (l) = i;
          l++;
        }
    }

  r.xcidx (a_nc) = l;

  r.maybe_compress (true);
  return r;
}

template <typename RT, typename SM, typename DM>
RT do_mul_sm_dm (const SM& a, const DM& d)
{
  const octave_idx_type nr = d.rows ();
  const octave_idx_type nc = d.cols ();

  const octave_idx_type a_nr = a.rows ();
  const octave_idx_type a_nc = a.cols ();

  if (nr != a_nc)
    octave::err_nonconformant ("operator *", a_nr, a_nc, nr, nc);

  const octave_idx_type mnc = (nc < a_nc ? nc: a_nc);
  RT r (a_nr, nc, a.cidx (mnc));

  for (octave_idx_type j = 0; j < mnc; ++j)
    {
      const typename DM::element_type s = d.dgelem (j);
      const octave_idx_type colend = a.cidx (j+1);
      r.xcidx (j) = a.cidx (j);
      for (octave_idx_type k = a.cidx (j); k < colend; ++k)
        {
          r.xdata (k) = s * a.data (k);
          r.xridx (k) = a.ridx (k);
        }
    }
  for (octave_idx_type j = mnc; j <= nc; ++j)
    r.xcidx (j) = a.cidx (mnc);

  r.maybe_compress (true);
  return r;
}

// FIXME: functors such as this should be gathered somewhere
template <typename T>
struct identity_val
{
public:
  typedef T argument_type;
  typedef T result_type;
  T operator () (const T x) { return x; }
};

// Matrix addition

template <typename RT, typename SM, typename DM, typename OpA, typename OpD>
RT inner_do_add_sm_dm (const SM& a, const DM& d, OpA opa, OpD opd)
{
  using std::min;
  const octave_idx_type nr = d.rows ();
  const octave_idx_type nc = d.cols ();
  const octave_idx_type n = min (nr, nc);

  const octave_idx_type a_nr = a.rows ();
  const octave_idx_type a_nc = a.cols ();

  const octave_idx_type nz = a.nnz ();
  RT r (a_nr, a_nc, nz + n);
  octave_idx_type k = 0;

  for (octave_idx_type j = 0; j < nc; ++j)
    {
      octave_quit ();
      const octave_idx_type colend = a.cidx (j+1);
      r.xcidx (j) = k;
      octave_idx_type k_src = a.cidx (j), k_split;

      for (k_split = k_src; k_split < colend; k_split++)
        if (a.ridx (k_split) >= j)
          break;

      for (; k_src < k_split; k_src++, k++)
        {
          r.xridx (k) = a.ridx (k_src);
          r.xdata (k) = opa (a.data (k_src));
        }

      if (k_src < colend && a.ridx (k_src) == j)
        {
          r.xridx (k) = j;
          r.xdata (k) = opa (a.data (k_src)) + opd (d.dgelem (j));
          k++; k_src++;
        }
      else
        {
          r.xridx (k) = j;
          r.xdata (k) = opd (d.dgelem (j));
          k++;
        }

      for (; k_src < colend; k_src++, k++)
        {
          r.xridx (k) = a.ridx (k_src);
          r.xdata (k) = opa (a.data (k_src));
        }

    }
  r.xcidx (nc) = k;

  r.maybe_compress (true);
  return r;
}

template <typename RT, typename DM, typename SM>
RT do_commutative_add_dm_sm (const DM& d, const SM& a)
{
  // Extra function to ensure this is only emitted once.
  return inner_do_add_sm_dm<RT> (a, d,
                                 identity_val<typename SM::element_type> (),
                                 identity_val<typename DM::element_type> ());
}

template <typename RT, typename DM, typename SM>
RT do_add_dm_sm (const DM& d, const SM& a)
{
  if (a.rows () != d.rows () || a.cols () != d.cols ())
    octave::err_nonconformant ("operator +",
                               d.rows (), d.cols (), a.rows (), a.cols ());
  else
    return do_commutative_add_dm_sm<RT> (d, a);
}

template <typename RT, typename DM, typename SM>
RT do_sub_dm_sm (const DM& d, const SM& a)
{
  if (a.rows () != d.rows () || a.cols () != d.cols ())
    octave::err_nonconformant ("operator -",
                               d.rows (), d.cols (), a.rows (), a.cols ());

  return inner_do_add_sm_dm<RT> (a, d,
                                 std::negate<typename SM::element_type> (),
                                 identity_val<typename DM::element_type> ());
}

template <typename RT, typename SM, typename DM>
RT do_add_sm_dm (const SM& a, const DM& d)
{
  if (a.rows () != d.rows () || a.cols () != d.cols ())
    octave::err_nonconformant ("operator +",
                               a.rows (), a.cols (), d.rows (), d.cols ());

  return do_commutative_add_dm_sm<RT> (d, a);
}

template <typename RT, typename SM, typename DM>
RT do_sub_sm_dm (const SM& a, const DM& d)
{
  if (a.rows () != d.rows () || a.cols () != d.cols ())
    octave::err_nonconformant ("operator -",
                               a.rows (), a.cols (), d.rows (), d.cols ());

  return inner_do_add_sm_dm<RT> (a, d,
                                 identity_val<typename SM::element_type> (),
                                 std::negate<typename DM::element_type> ());
}

#endif