view libinterp/octave-value/ov-bool-sparse.cc @ 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 7854d5752dd2
children 568bddf0215e
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////////////////////////////////////////////////////////////////////////
//
// Copyright (C) 1998-2022 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 (HAVE_CONFIG_H)
#  include "config.h"
#endif

#include <istream>
#include <ostream>
#include <vector>

#include "dim-vector.h"

#include "mxarray.h"
#include "ov-base.h"
#include "ov-scalar.h"
#include "ov-bool.h"
#include "ov-bool-mat.h"
#include "errwarn.h"
#include "ops.h"
#include "oct-locbuf.h"

#include "oct-hdf5.h"

#include "ov-re-sparse.h"
#include "ov-cx-sparse.h"
#include "ov-bool-sparse.h"

#include "ov-base-sparse.h"
#include "ov-base-sparse.cc"

template class octave_base_sparse<SparseBoolMatrix>;

DEFINE_OV_TYPEID_FUNCTIONS_AND_DATA (octave_sparse_bool_matrix,
                                     "sparse bool matrix", "logical");

static octave_base_value *
default_numeric_conversion_function (const octave_base_value& a)
{
  const octave_sparse_bool_matrix& v
    = dynamic_cast<const octave_sparse_bool_matrix&> (a);

  return
    new octave_sparse_matrix (SparseMatrix (v.sparse_bool_matrix_value ()));
}

octave_base_value::type_conv_info
octave_sparse_bool_matrix::numeric_conversion_function (void) const
{
  return octave_base_value::type_conv_info (default_numeric_conversion_function,
                                            octave_sparse_matrix::static_type_id ());
}

octave_base_value *
octave_sparse_bool_matrix::try_narrowing_conversion (void)
{
  octave_base_value *retval = nullptr;

  if (Vsparse_auto_mutate)
    {
      // Don't use numel, since it can overflow for very large matrices
      // Note that for the second test, this means it becomes approximative
      // since it involves a cast to double to avoid issues of overflow
      if (matrix.rows () == 1 && matrix.cols () == 1)
        {
          // Const copy of the matrix, so the right version of () operator used
          const SparseBoolMatrix tmp (matrix);

          retval = new octave_bool (tmp (0));
        }
      else if (matrix.cols () > 0 && matrix.rows () > 0
               && (double (matrix.byte_size ()) > double (matrix.rows ())
                   * double (matrix.cols ()) * sizeof (bool)))
        retval = new octave_bool_matrix (matrix.matrix_value ());
    }

  return retval;
}

double
octave_sparse_bool_matrix::double_value (bool) const
{
  if (isempty ())
    err_invalid_conversion ("bool sparse matrix", "real scalar");

  if (numel () > 1)
    warn_implicit_conversion ("Octave:array-to-scalar",
                              "bool sparse matrix", "real scalar");

  return matrix(0, 0);
}

Complex
octave_sparse_bool_matrix::complex_value (bool) const
{
  if (rows () == 0 || columns () == 0)
    err_invalid_conversion ("bool sparse matrix", "complex scalar");

  if (numel () > 1)
    warn_implicit_conversion ("Octave:array-to-scalar",
                              "bool sparse matrix", "complex scalar");

  return Complex (matrix(0, 0), 0);
}

octave_value
octave_sparse_bool_matrix::convert_to_str_internal (bool pad, bool force,
                                                    char type) const
{
  octave_value tmp = octave_value (array_value ());
  return tmp.convert_to_str (pad, force, type);
}

// FIXME: These are inefficient ways of creating full matrices

Matrix
octave_sparse_bool_matrix::matrix_value (bool) const
{
  return Matrix (matrix.matrix_value ());
}

ComplexMatrix
octave_sparse_bool_matrix::complex_matrix_value (bool) const
{
  return ComplexMatrix (matrix.matrix_value ());
}

ComplexNDArray
octave_sparse_bool_matrix::complex_array_value (bool) const
{
  return ComplexNDArray (ComplexMatrix (matrix.matrix_value ()));
}

NDArray
octave_sparse_bool_matrix::array_value (bool) const
{
  return NDArray (Matrix (matrix.matrix_value ()));
}

charNDArray
octave_sparse_bool_matrix::char_array_value (bool) const
{
  charNDArray retval (dims (), 0);
  octave_idx_type nc = matrix.cols ();
  octave_idx_type nr = matrix.rows ();

  for (octave_idx_type j = 0; j < nc; j++)
    for (octave_idx_type i = matrix.cidx (j); i < matrix.cidx (j+1); i++)
      retval(matrix.ridx (i) + nr * j) = static_cast<char> (matrix.data (i));

  return retval;
}

boolMatrix
octave_sparse_bool_matrix::bool_matrix_value (bool) const
{
  return matrix.matrix_value ();
}

boolNDArray
octave_sparse_bool_matrix::bool_array_value (bool) const
{
  return boolNDArray (matrix.matrix_value ());
}

SparseMatrix
octave_sparse_bool_matrix::sparse_matrix_value (bool) const
{
  return SparseMatrix (this->matrix);
}

SparseComplexMatrix
octave_sparse_bool_matrix::sparse_complex_matrix_value (bool) const
{
  return SparseComplexMatrix (this->matrix);
}

octave_value
octave_sparse_bool_matrix::as_double (void) const
{
  return SparseMatrix (this->matrix);
}

bool
octave_sparse_bool_matrix::save_binary (std::ostream& os, bool)
{
  dim_vector dv = this->dims ();
  if (dv.ndims () < 1)
    return false;

  // Ensure that additional memory is deallocated
  matrix.maybe_compress ();

  int nr = dv(0);
  int nc = dv(1);
  int nz = nnz ();

  int32_t itmp;
  // Use negative value for ndims to be consistent with other formats
  itmp = -2;
  os.write (reinterpret_cast<char *> (&itmp), 4);

  itmp = nr;
  os.write (reinterpret_cast<char *> (&itmp), 4);

  itmp = nc;
  os.write (reinterpret_cast<char *> (&itmp), 4);

  itmp = nz;
  os.write (reinterpret_cast<char *> (&itmp), 4);

  // add one to the printed indices to go from
  // zero-based to one-based arrays
  for (int i = 0; i < nc+1; i++)
    {
      octave_quit ();
      itmp = matrix.cidx (i);
      os.write (reinterpret_cast<char *> (&itmp), 4);
    }

  for (int i = 0; i < nz; i++)
    {
      octave_quit ();
      itmp = matrix.ridx (i);
      os.write (reinterpret_cast<char *> (&itmp), 4);
    }

  OCTAVE_LOCAL_BUFFER (char, htmp, nz);

  for (int i = 0; i < nz; i++)
    htmp[i] = (matrix.data (i) ? 1 : 0);

  os.write (htmp, nz);

  return true;
}

bool
octave_sparse_bool_matrix::load_binary (std::istream& is, bool swap,
                                        octave::mach_info::float_format /* fmt */)
{
  int32_t nz, nc, nr, tmp;
  if (! is.read (reinterpret_cast<char *> (&tmp), 4))
    return false;

  if (swap)
    swap_bytes<4> (&tmp);

  if (tmp != -2)
    error ("load: only 2-D sparse matrices are supported");

  if (! is.read (reinterpret_cast<char *> (&nr), 4))
    return false;
  if (! is.read (reinterpret_cast<char *> (&nc), 4))
    return false;
  if (! is.read (reinterpret_cast<char *> (&nz), 4))
    return false;

  if (swap)
    {
      swap_bytes<4> (&nr);
      swap_bytes<4> (&nc);
      swap_bytes<4> (&nz);
    }

  SparseBoolMatrix m (static_cast<octave_idx_type> (nr),
                      static_cast<octave_idx_type> (nc),
                      static_cast<octave_idx_type> (nz));

  for (int i = 0; i < nc+1; i++)
    {
      octave_quit ();
      if (! is.read (reinterpret_cast<char *> (&tmp), 4))
        return false;
      if (swap)
        swap_bytes<4> (&tmp);
      m.cidx (i) = tmp;
    }

  for (int i = 0; i < nz; i++)
    {
      octave_quit ();
      if (! is.read (reinterpret_cast<char *> (&tmp), 4))
        return false;
      if (swap)
        swap_bytes<4> (&tmp);
      m.ridx (i) = tmp;
    }

  if (! is)
    return false;

  OCTAVE_LOCAL_BUFFER (char, htmp, nz);

  if (! is.read (htmp, nz))
    return false;

  for (int i = 0; i < nz; i++)
    m.data(i) = (htmp[i] ? 1 : 0);

  if (! m.indices_ok ())
    return false;

  matrix = m;

  return true;
}

bool
octave_sparse_bool_matrix::save_hdf5 (octave_hdf5_id loc_id, const char *name,
                                      bool)
{
  bool retval = false;

#if defined (HAVE_HDF5)

  dim_vector dv = dims ();
  int empty = save_hdf5_empty (loc_id, name, dv);
  if (empty)
    return (empty > 0);

  // Ensure that additional memory is deallocated
  matrix.maybe_compress ();
#if defined (HAVE_HDF5_18)
  hid_t group_hid = H5Gcreate (loc_id, name, octave_H5P_DEFAULT,
                               octave_H5P_DEFAULT, octave_H5P_DEFAULT);
#else
  hid_t group_hid = H5Gcreate (loc_id, name, 0);
#endif
  if (group_hid < 0)
    return false;

  hid_t space_hid, data_hid;
  space_hid = data_hid = -1;
  SparseBoolMatrix m = sparse_bool_matrix_value ();
  octave_idx_type tmp;
  hsize_t hdims[2];

  space_hid = H5Screate_simple (0, hdims, nullptr);
  if (space_hid < 0)
    {
      H5Gclose (group_hid);
      return false;
    }
#if defined (HAVE_HDF5_18)
  data_hid = H5Dcreate (group_hid, "nr", H5T_NATIVE_IDX, space_hid,
                        octave_H5P_DEFAULT, octave_H5P_DEFAULT,
                        octave_H5P_DEFAULT);
#else
  data_hid = H5Dcreate (group_hid, "nr", H5T_NATIVE_IDX, space_hid,
                        octave_H5P_DEFAULT);
#endif
  if (data_hid < 0)
    {
      H5Sclose (space_hid);
      H5Gclose (group_hid);
      return false;
    }

  tmp = m.rows ();
  retval = H5Dwrite (data_hid, H5T_NATIVE_IDX, octave_H5S_ALL,
                     octave_H5S_ALL, octave_H5P_DEFAULT, &tmp) >= 0;
  H5Dclose (data_hid);
  if (! retval)
    {
      H5Sclose (space_hid);
      H5Gclose (group_hid);
      return false;
    }

#if defined (HAVE_HDF5_18)
  data_hid = H5Dcreate (group_hid, "nc", H5T_NATIVE_IDX, space_hid,
                        octave_H5P_DEFAULT, octave_H5P_DEFAULT,
                        octave_H5P_DEFAULT);
#else
  data_hid = H5Dcreate (group_hid, "nc", H5T_NATIVE_IDX, space_hid,
                        octave_H5P_DEFAULT);
#endif
  if (data_hid < 0)
    {
      H5Sclose (space_hid);
      H5Gclose (group_hid);
      return false;
    }

  tmp = m.cols ();
  retval = H5Dwrite (data_hid, H5T_NATIVE_IDX, octave_H5S_ALL, octave_H5S_ALL,
                     octave_H5P_DEFAULT, &tmp) >= 0;
  H5Dclose (data_hid);
  if (! retval)
    {
      H5Sclose (space_hid);
      H5Gclose (group_hid);
      return false;
    }

#if defined (HAVE_HDF5_18)
  data_hid = H5Dcreate (group_hid, "nz", H5T_NATIVE_IDX, space_hid,
                        octave_H5P_DEFAULT, octave_H5P_DEFAULT,
                        octave_H5P_DEFAULT);
#else
  data_hid = H5Dcreate (group_hid, "nz", H5T_NATIVE_IDX, space_hid,
                        octave_H5P_DEFAULT);
#endif
  if (data_hid < 0)
    {
      H5Sclose (space_hid);
      H5Gclose (group_hid);
      return false;
    }

  tmp = m.nnz ();
  retval = H5Dwrite (data_hid, H5T_NATIVE_IDX, octave_H5S_ALL, octave_H5S_ALL,
                     octave_H5P_DEFAULT, &tmp) >= 0;
  H5Dclose (data_hid);
  if (! retval)
    {
      H5Sclose (space_hid);
      H5Gclose (group_hid);
      return false;
    }

  H5Sclose (space_hid);

  hdims[0] = m.cols () + 1;
  hdims[1] = 1;

  space_hid = H5Screate_simple (2, hdims, nullptr);

  if (space_hid < 0)
    {
      H5Gclose (group_hid);
      return false;
    }

#if defined (HAVE_HDF5_18)
  data_hid = H5Dcreate (group_hid, "cidx", H5T_NATIVE_IDX, space_hid,
                        octave_H5P_DEFAULT, octave_H5P_DEFAULT,
                        octave_H5P_DEFAULT);
#else
  data_hid = H5Dcreate (group_hid, "cidx", H5T_NATIVE_IDX, space_hid,
                        octave_H5P_DEFAULT);
#endif
  if (data_hid < 0)
    {
      H5Sclose (space_hid);
      H5Gclose (group_hid);
      return false;
    }

  octave_idx_type *itmp = m.xcidx ();
  retval = H5Dwrite (data_hid, H5T_NATIVE_IDX, octave_H5S_ALL, octave_H5S_ALL,
                     octave_H5P_DEFAULT, itmp) >= 0;
  H5Dclose (data_hid);
  if (! retval)
    {
      H5Sclose (space_hid);
      H5Gclose (group_hid);
      return false;
    }

  H5Sclose (space_hid);

  hdims[0] = m.nnz ();
  hdims[1] = 1;

  space_hid = H5Screate_simple (2, hdims, nullptr);

  if (space_hid < 0)
    {
      H5Gclose (group_hid);
      return false;
    }

#if defined (HAVE_HDF5_18)
  data_hid = H5Dcreate (group_hid, "ridx", H5T_NATIVE_IDX, space_hid,
                        octave_H5P_DEFAULT, octave_H5P_DEFAULT,
                        octave_H5P_DEFAULT);
#else
  data_hid = H5Dcreate (group_hid, "ridx", H5T_NATIVE_IDX, space_hid,
                        octave_H5P_DEFAULT);
#endif
  if (data_hid < 0)
    {
      H5Sclose (space_hid);
      H5Gclose (group_hid);
      return false;
    }

  itmp = m.xridx ();
  retval = H5Dwrite (data_hid, H5T_NATIVE_IDX, octave_H5S_ALL, octave_H5S_ALL,
                     octave_H5P_DEFAULT, itmp) >= 0;
  H5Dclose (data_hid);
  if (! retval)
    {
      H5Sclose (space_hid);
      H5Gclose (group_hid);
      return false;
    }

#if defined (HAVE_HDF5_18)
  data_hid = H5Dcreate (group_hid, "data", H5T_NATIVE_HBOOL, space_hid,
                        octave_H5P_DEFAULT, octave_H5P_DEFAULT,
                        octave_H5P_DEFAULT);
#else
  data_hid = H5Dcreate (group_hid, "data", H5T_NATIVE_HBOOL, space_hid,
                        octave_H5P_DEFAULT);
#endif
  if (data_hid < 0)
    {
      H5Sclose (space_hid);
      H5Gclose (group_hid);
      return false;
    }

  OCTAVE_LOCAL_BUFFER (hbool_t, htmp, m.nnz ());
  for (int i = 0; i < m.nnz (); i++)
    htmp[i] = m.xdata(i);

  retval = H5Dwrite (data_hid, H5T_NATIVE_HBOOL, octave_H5S_ALL, octave_H5S_ALL,
                     octave_H5P_DEFAULT, htmp) >= 0;
  H5Dclose (data_hid);
  H5Sclose (space_hid);
  H5Gclose (group_hid);

#else
  octave_unused_parameter (loc_id);
  octave_unused_parameter (name);

  warn_save ("hdf5");
#endif

  return retval;
}

bool
octave_sparse_bool_matrix::load_hdf5 (octave_hdf5_id loc_id, const char *name)
{
  bool retval = false;

#if defined (HAVE_HDF5)

  octave_idx_type nr, nc, nz;
  hid_t group_hid, data_hid, space_hid;
  hsize_t rank;

  dim_vector dv;
  int empty = load_hdf5_empty (loc_id, name, dv);
  if (empty > 0)
    matrix.resize (dv);
  if (empty)
    return (empty > 0);

#if defined (HAVE_HDF5_18)
  group_hid = H5Gopen (loc_id, name, octave_H5P_DEFAULT);
#else
  group_hid = H5Gopen (loc_id, name);
#endif
  if (group_hid < 0) return false;

#if defined (HAVE_HDF5_18)
  data_hid = H5Dopen (group_hid, "nr", octave_H5P_DEFAULT);
#else
  data_hid = H5Dopen (group_hid, "nr");
#endif
  space_hid = H5Dget_space (data_hid);
  rank = H5Sget_simple_extent_ndims (space_hid);

  if (rank != 0)
    {
      H5Dclose (data_hid);
      H5Gclose (group_hid);
      return false;
    }

  if (H5Dread (data_hid, H5T_NATIVE_IDX, octave_H5S_ALL, octave_H5S_ALL,
               octave_H5P_DEFAULT, &nr)
      < 0)
    {
      H5Dclose (data_hid);
      H5Gclose (group_hid);
      return false;
    }

  H5Dclose (data_hid);

#if defined (HAVE_HDF5_18)
  data_hid = H5Dopen (group_hid, "nc", octave_H5P_DEFAULT);
#else
  data_hid = H5Dopen (group_hid, "nc");
#endif
  space_hid = H5Dget_space (data_hid);
  rank = H5Sget_simple_extent_ndims (space_hid);

  if (rank != 0)
    {
      H5Dclose (data_hid);
      H5Gclose (group_hid);
      return false;
    }

  if (H5Dread (data_hid, H5T_NATIVE_IDX, octave_H5S_ALL, octave_H5S_ALL,
               octave_H5P_DEFAULT, &nc)
      < 0)
    {
      H5Dclose (data_hid);
      H5Gclose (group_hid);
      return false;
    }

  H5Dclose (data_hid);

#if defined (HAVE_HDF5_18)
  data_hid = H5Dopen (group_hid, "nz", octave_H5P_DEFAULT);
#else
  data_hid = H5Dopen (group_hid, "nz");
#endif
  space_hid = H5Dget_space (data_hid);
  rank = H5Sget_simple_extent_ndims (space_hid);

  if (rank != 0)
    {
      H5Dclose (data_hid);
      H5Gclose (group_hid);
      return false;
    }

  if (H5Dread (data_hid, H5T_NATIVE_IDX, octave_H5S_ALL, octave_H5S_ALL,
               octave_H5P_DEFAULT, &nz)
      < 0)
    {
      H5Dclose (data_hid);
      H5Gclose (group_hid);
      return false;
    }

  H5Dclose (data_hid);

  SparseBoolMatrix m (static_cast<octave_idx_type> (nr),
                      static_cast<octave_idx_type> (nc),
                      static_cast<octave_idx_type> (nz));

#if defined (HAVE_HDF5_18)
  data_hid = H5Dopen (group_hid, "cidx", octave_H5P_DEFAULT);
#else
  data_hid = H5Dopen (group_hid, "cidx");
#endif
  space_hid = H5Dget_space (data_hid);
  rank = H5Sget_simple_extent_ndims (space_hid);

  if (rank != 2)
    {
      H5Sclose (space_hid);
      H5Dclose (data_hid);
      H5Gclose (group_hid);
      return false;
    }

  OCTAVE_LOCAL_BUFFER (hsize_t, hdims, rank);
  OCTAVE_LOCAL_BUFFER (hsize_t, maxdims, rank);

  H5Sget_simple_extent_dims (space_hid, hdims, maxdims);

  if (static_cast<int> (hdims[0]) != nc + 1
      || static_cast<int> (hdims[1]) != 1)
    {
      H5Sclose (space_hid);
      H5Dclose (data_hid);
      H5Gclose (group_hid);
      return false;
    }

  octave_idx_type *itmp = m.xcidx ();
  if (H5Dread (data_hid, H5T_NATIVE_IDX, octave_H5S_ALL, octave_H5S_ALL,
               octave_H5P_DEFAULT, itmp)
      < 0)
    {
      H5Sclose (space_hid);
      H5Dclose (data_hid);
      H5Gclose (group_hid);
      return false;
    }

  H5Sclose (space_hid);
  H5Dclose (data_hid);

#if defined (HAVE_HDF5_18)
  data_hid = H5Dopen (group_hid, "ridx", octave_H5P_DEFAULT);
#else
  data_hid = H5Dopen (group_hid, "ridx");
#endif
  space_hid = H5Dget_space (data_hid);
  rank = H5Sget_simple_extent_ndims (space_hid);

  if (rank != 2)
    {
      H5Sclose (space_hid);
      H5Dclose (data_hid);
      H5Gclose (group_hid);
      return false;
    }

  H5Sget_simple_extent_dims (space_hid, hdims, maxdims);

  if (static_cast<int> (hdims[0]) != nz
      || static_cast<int> (hdims[1]) != 1)
    {
      H5Sclose (space_hid);
      H5Dclose (data_hid);
      H5Gclose (group_hid);
      return false;
    }

  itmp = m.xridx ();
  if (H5Dread (data_hid, H5T_NATIVE_IDX, octave_H5S_ALL, octave_H5S_ALL,
               octave_H5P_DEFAULT, itmp) < 0)
    {
      H5Sclose (space_hid);
      H5Dclose (data_hid);
      H5Gclose (group_hid);
      return false;
    }

  H5Sclose (space_hid);
  H5Dclose (data_hid);

#if defined (HAVE_HDF5_18)
  data_hid = H5Dopen (group_hid, "data", octave_H5P_DEFAULT);
#else
  data_hid = H5Dopen (group_hid, "data");
#endif
  space_hid = H5Dget_space (data_hid);
  rank = H5Sget_simple_extent_ndims (space_hid);

  if (rank != 2)
    {
      H5Sclose (space_hid);
      H5Dclose (data_hid);
      H5Gclose (group_hid);
      return false;
    }

  H5Sget_simple_extent_dims (space_hid, hdims, maxdims);

  if (static_cast<int> (hdims[0]) != nz
      || static_cast<int> (hdims[1]) != 1)
    {
      H5Sclose (space_hid);
      H5Dclose (data_hid);
      H5Gclose (group_hid);
      return false;
    }

  OCTAVE_LOCAL_BUFFER (hbool_t, htmp, nz);

  if (H5Dread (data_hid, H5T_NATIVE_HBOOL, octave_H5S_ALL, octave_H5S_ALL,
               octave_H5P_DEFAULT, htmp) >= 0
      && m.indices_ok ())
    {
      retval = true;

      for (int i = 0; i < nz; i++)
        m.xdata(i) = htmp[i];

      matrix = m;
    }

  H5Sclose (space_hid);
  H5Dclose (data_hid);
  H5Gclose (group_hid);

#else
  octave_unused_parameter (loc_id);
  octave_unused_parameter (name);

  warn_load ("hdf5");
#endif

  return retval;
}

mxArray *
octave_sparse_bool_matrix::as_mxArray (bool interleaved) const
{
  mwSize nz = nzmax ();
  mwSize nr = rows ();
  mwSize nc = columns ();

  mxArray *retval = new mxArray (interleaved, mxLOGICAL_CLASS, nr, nc, nz,
                                 mxREAL);

  mxLogical *pd = static_cast<mxLogical *> (retval->get_data ());
  mwIndex *ir = retval->get_ir ();

  const bool *pdata = matrix.data ();
  const octave_idx_type *pridx = matrix.ridx ();

  for (mwIndex i = 0; i < nz; i++)
    {
      pd[i] = pdata[i];

      ir[i] = pridx[i];
    }

  mwIndex *jc = retval->get_jc ();

  const octave_idx_type *pcidx = matrix.cidx ();

  for (mwIndex i = 0; i < nc + 1; i++)
    jc[i] = pcidx[i];

  return retval;
}