view libinterp/octave-value/ov-base-sparse.cc @ 21301:40de9f8f23a6

Use '#include "config.h"' rather than <config.h>. * mk-octave-config-h.sh, mk-opts.pl, Backend.cc, BaseControl.cc, ButtonControl.cc, Canvas.cc, CheckBoxControl.cc, Container.cc, ContextMenu.cc, EditControl.cc, Figure.cc, FigureWindow.cc, GLCanvas.cc, KeyMap.cc, ListBoxControl.cc, Logger.cc, Menu.cc, MouseModeActionGroup.cc, Object.cc, ObjectFactory.cc, ObjectProxy.cc, Panel.cc, PopupMenuControl.cc, PushButtonControl.cc, PushTool.cc, QtHandlesUtils.cc, RadioButtonControl.cc, SliderControl.cc, TextControl.cc, TextEdit.cc, ToggleButtonControl.cc, ToggleTool.cc, ToolBar.cc, ToolBarButton.cc, __init_qt__.cc, annotation-dialog.cc, gl-select.cc, module.mk, kpty.cpp, color-picker.cc, dialog.cc, documentation-dock-widget.cc, files-dock-widget.cc, find-files-dialog.cc, find-files-model.cc, history-dock-widget.cc, file-editor-tab.cc, file-editor-tab.h, file-editor.cc, find-dialog.cc, marker.cc, octave-qscintilla.cc, octave-txt-lexer.cc, main-window.cc, octave-cmd.cc, octave-dock-widget.cc, octave-gui.cc, octave-interpreter.cc, octave-qt-link.cc, parser.cc, webinfo.cc, resource-manager.cc, settings-dialog.cc, shortcut-manager.cc, terminal-dock-widget.cc, thread-manager.cc, welcome-wizard.cc, workspace-model.cc, workspace-view.cc, build-env-features.sh, build-env.in.cc, Cell.cc, __contourc__.cc, __dispatch__.cc, __dsearchn__.cc, __ichol__.cc, __ilu__.cc, __lin_interpn__.cc, __pchip_deriv__.cc, __qp__.cc, balance.cc, besselj.cc, betainc.cc, bitfcns.cc, bsxfun.cc, c-file-ptr-stream.cc, cdisplay.c, cellfun.cc, coct-hdf5-types.c, colloc.cc, comment-list.cc, conv2.cc, daspk.cc, dasrt.cc, dassl.cc, data.cc, debug.cc, defaults.cc, defun.cc, det.cc, dirfns.cc, display.cc, dlmread.cc, dot.cc, dynamic-ld.cc, eig.cc, ellipj.cc, error.cc, errwarn.cc, event-queue.cc, fft.cc, fft2.cc, fftn.cc, file-io.cc, filter.cc, find.cc, ft-text-renderer.cc, gammainc.cc, gcd.cc, getgrent.cc, getpwent.cc, getrusage.cc, givens.cc, gl-render.cc, gl2ps-print.cc, graphics.cc, gripes.cc, hash.cc, help.cc, hess.cc, hex2num.cc, hook-fcn.cc, input.cc, inv.cc, jit-ir.cc, jit-typeinfo.cc, jit-util.cc, kron.cc, load-path.cc, load-save.cc, lookup.cc, ls-ascii-helper.cc, ls-hdf5.cc, ls-mat-ascii.cc, ls-mat4.cc, ls-mat5.cc, ls-oct-binary.cc, ls-oct-text.cc, ls-utils.cc, lsode.cc, lu.cc, luinc.cc, mappers.cc, matrix_type.cc, max.cc, mex.cc, mgorth.cc, nproc.cc, oct-errno.in.cc, oct-fstrm.cc, oct-hdf5-types.cc, oct-hist.cc, oct-iostrm.cc, oct-lvalue.cc, oct-map.cc, oct-prcstrm.cc, oct-procbuf.cc, oct-stream.cc, oct-strstrm.cc, oct-tex-lexer.in.ll, oct-tex-parser.in.yy, octave-link.cc, ordschur.cc, pager.cc, pinv.cc, pr-output.cc, procstream.cc, profiler.cc, psi.cc, pt-jit.cc, quad.cc, quadcc.cc, qz.cc, rand.cc, rcond.cc, regexp.cc, schur.cc, sighandlers.cc, siglist.c, sparse-xdiv.cc, sparse-xpow.cc, sparse.cc, spparms.cc, sqrtm.cc, str2double.cc, strfind.cc, strfns.cc, sub2ind.cc, svd.cc, sylvester.cc, symtab.cc, syscalls.cc, sysdep.cc, text-renderer.cc, time.cc, toplev.cc, tril.cc, tsearch.cc, txt-eng.cc, typecast.cc, urlwrite.cc, utils.cc, variables.cc, xdiv.cc, xgl2ps.c, xnorm.cc, xpow.cc, zfstream.cc, __delaunayn__.cc, __eigs__.cc, __fltk_uigetfile__.cc, __glpk__.cc, __init_fltk__.cc, __init_gnuplot__.cc, __magick_read__.cc, __osmesa_print__.cc, __voronoi__.cc, amd.cc, audiodevinfo.cc, audioread.cc, ccolamd.cc, chol.cc, colamd.cc, convhulln.cc, dmperm.cc, fftw.cc, qr.cc, symbfact.cc, symrcm.cc, mkbuiltins, mkops, ov-base-diag.cc, ov-base-int.cc, ov-base-mat.cc, ov-base-scalar.cc, ov-base-sparse.cc, ov-base.cc, ov-bool-mat.cc, ov-bool-sparse.cc, ov-bool.cc, ov-builtin.cc, ov-cell.cc, ov-ch-mat.cc, ov-class.cc, ov-classdef.cc, ov-colon.cc, ov-complex.cc, ov-cs-list.cc, ov-cx-diag.cc, ov-cx-mat.cc, ov-cx-sparse.cc, ov-dld-fcn.cc, ov-fcn-handle.cc, ov-fcn-inline.cc, ov-fcn.cc, ov-float.cc, ov-flt-complex.cc, ov-flt-cx-diag.cc, ov-flt-cx-mat.cc, ov-flt-re-diag.cc, ov-flt-re-mat.cc, ov-int16.cc, ov-int32.cc, ov-int64.cc, ov-int8.cc, ov-java.cc, ov-lazy-idx.cc, ov-mex-fcn.cc, ov-null-mat.cc, ov-oncleanup.cc, ov-perm.cc, ov-range.cc, ov-re-diag.cc, ov-re-mat.cc, ov-re-sparse.cc, ov-scalar.cc, ov-str-mat.cc, ov-struct.cc, ov-typeinfo.cc, ov-uint16.cc, ov-uint32.cc, ov-uint64.cc, ov-uint8.cc, ov-usr-fcn.cc, ov.cc, ovl.cc, octave.cc, op-b-b.cc, op-b-bm.cc, op-b-sbm.cc, op-bm-b.cc, op-bm-bm.cc, op-bm-sbm.cc, op-cdm-cdm.cc, op-cell.cc, op-chm.cc, op-class.cc, op-cm-cm.cc, op-cm-cs.cc, op-cm-m.cc, op-cm-s.cc, op-cm-scm.cc, op-cm-sm.cc, op-cs-cm.cc, op-cs-cs.cc, op-cs-m.cc, op-cs-s.cc, op-cs-scm.cc, op-cs-sm.cc, op-dm-dm.cc, op-dm-scm.cc, op-dm-sm.cc, op-dm-template.cc, op-dms-template.cc, op-double-conv.cc, op-fcdm-fcdm.cc, op-fcdm-fdm.cc, op-fcm-fcm.cc, op-fcm-fcs.cc, op-fcm-fm.cc, op-fcm-fs.cc, op-fcn.cc, op-fcs-fcm.cc, op-fcs-fcs.cc, op-fcs-fm.cc, op-fcs-fs.cc, op-fdm-fdm.cc, op-float-conv.cc, op-fm-fcm.cc, op-fm-fcs.cc, op-fm-fm.cc, op-fm-fs.cc, op-fs-fcm.cc, op-fs-fcs.cc, op-fs-fm.cc, op-fs-fs.cc, op-i16-i16.cc, op-i32-i32.cc, op-i64-i64.cc, op-i8-i8.cc, op-int-concat.cc, op-int-conv.cc, op-m-cm.cc, op-m-cs.cc, op-m-m.cc, op-m-s.cc, op-m-scm.cc, op-m-sm.cc, op-pm-pm.cc, op-pm-scm.cc, op-pm-sm.cc, op-pm-template.cc, op-range.cc, op-s-cm.cc, op-s-cs.cc, op-s-m.cc, op-s-s.cc, op-s-scm.cc, op-s-sm.cc, op-sbm-b.cc, op-sbm-bm.cc, op-sbm-sbm.cc, op-scm-cm.cc, op-scm-cs.cc, op-scm-m.cc, op-scm-s.cc, op-scm-scm.cc, op-scm-sm.cc, op-sm-cm.cc, op-sm-cs.cc, op-sm-m.cc, op-sm-s.cc, op-sm-scm.cc, op-sm-sm.cc, op-str-m.cc, op-str-s.cc, op-str-str.cc, op-struct.cc, op-ui16-ui16.cc, op-ui32-ui32.cc, op-ui64-ui64.cc, op-ui8-ui8.cc, lex.ll, oct-parse.in.yy, pt-arg-list.cc, pt-array-list.cc, pt-assign.cc, pt-binop.cc, pt-bp.cc, pt-cbinop.cc, pt-cell.cc, pt-check.cc, pt-classdef.cc, pt-cmd.cc, pt-colon.cc, pt-const.cc, pt-decl.cc, pt-eval.cc, pt-except.cc, pt-exp.cc, pt-fcn-handle.cc, pt-funcall.cc, pt-id.cc, pt-idx.cc, pt-jump.cc, pt-loop.cc, pt-mat.cc, pt-misc.cc, pt-pr-code.cc, pt-select.cc, pt-stmt.cc, pt-unop.cc, pt.cc, token.cc, Array-jit.cc, Array-os.cc, Array-sym.cc, Array-tc.cc, version.cc, Array-C.cc, Array-b.cc, Array-ch.cc, Array-d.cc, Array-f.cc, Array-fC.cc, Array-i.cc, Array-idx-vec.cc, Array-s.cc, Array-str.cc, Array-util.cc, Array-voidp.cc, Array.cc, CColVector.cc, CDiagMatrix.cc, CMatrix.cc, CNDArray.cc, CRowVector.cc, CSparse.cc, DiagArray2.cc, MArray-C.cc, MArray-d.cc, MArray-f.cc, MArray-fC.cc, MArray-i.cc, MArray-s.cc, MArray.cc, MDiagArray2.cc, MSparse-C.cc, MSparse-d.cc, MatrixType.cc, PermMatrix.cc, Range.cc, Sparse-C.cc, Sparse-b.cc, Sparse-d.cc, Sparse.cc, boolMatrix.cc, boolNDArray.cc, boolSparse.cc, chMatrix.cc, chNDArray.cc, dColVector.cc, dDiagMatrix.cc, dMatrix.cc, dNDArray.cc, dRowVector.cc, dSparse.cc, dim-vector.cc, fCColVector.cc, fCDiagMatrix.cc, fCMatrix.cc, fCNDArray.cc, fCRowVector.cc, fColVector.cc, fDiagMatrix.cc, fMatrix.cc, fNDArray.cc, fRowVector.cc, idx-vector.cc, int16NDArray.cc, int32NDArray.cc, int64NDArray.cc, int8NDArray.cc, intNDArray.cc, uint16NDArray.cc, uint32NDArray.cc, uint64NDArray.cc, uint8NDArray.cc, blaswrap.c, cquit.c, f77-extern.cc, f77-fcn.c, lo-error.c, quit.cc, CollocWt.cc, DASPK.cc, DASRT.cc, DASSL.cc, EIG.cc, LSODE.cc, ODES.cc, Quad.cc, aepbalance.cc, chol.cc, eigs-base.cc, fEIG.cc, gepbalance.cc, hess.cc, lo-mappers.cc, lo-specfun.cc, lu.cc, oct-convn.cc, oct-fftw.cc, oct-norm.cc, oct-rand.cc, oct-spparms.cc, qr.cc, qrp.cc, randgamma.c, randmtzig.c, randpoisson.c, schur.cc, sparse-chol.cc, sparse-dmsolve.cc, sparse-lu.cc, sparse-qr.cc, svd.cc, mk-ops.awk, dir-ops.cc, file-ops.cc, file-stat.cc, lo-sysdep.cc, mach-info.cc, oct-env.cc, oct-group.cc, oct-passwd.cc, oct-syscalls.cc, oct-time.cc, oct-uname.cc, cmd-edit.cc, cmd-hist.cc, data-conv.cc, f2c-main.c, glob-match.cc, kpse.cc, lo-array-errwarn.cc, lo-array-gripes.cc, lo-cutils.c, lo-ieee.cc, lo-regexp.cc, lo-utils.cc, oct-base64.cc, oct-glob.cc, oct-inttypes.cc, oct-locbuf.cc, oct-mutex.cc, oct-rl-edit.c, oct-rl-hist.c, oct-shlib.cc, oct-sort.cc, pathsearch.cc, singleton-cleanup.cc, sparse-sort.cc, sparse-util.cc, str-vec.cc, unwind-prot.cc, url-transfer.cc, display-available.c, main-cli.cc, main-gui.cc, main.in.cc, mkoctfile.in.cc, octave-config.in.cc: Use '#include "config.h"' rather than <config.h>.
author Rik <rik@octave.org>
date Thu, 18 Feb 2016 13:34:50 -0800
parents fcac5dbbf9ed
children b6a686543080
line wrap: on
line source

/*

Copyright (C) 2004-2015 David Bateman
Copyright (C) 1998-2004 Andy Adler
Copyright (C) 2010 VZLU Prague

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
<http://www.gnu.org/licenses/>.

*/

#ifdef HAVE_CONFIG_H
#  include "config.h"
#endif

#include <iomanip>
#include <iostream>

#include "ovl.h"
#include "ov-base.h"
#include "quit.h"
#include "pr-output.h"

#include "byte-swap.h"
#include "ls-oct-text.h"
#include "ls-utils.h"
#include "ls-hdf5.h"

#include "boolSparse.h"
#include "ov-base-sparse.h"
#include "octave-preserve-stream-state.h"
#include "pager.h"
#include "utils.h"

#include "lo-array-errwarn.h"

template <typename T>
octave_value
octave_base_sparse<T>::do_index_op (const octave_value_list& idx,
                                    bool resize_ok)
{
  octave_value retval;

  octave_idx_type n_idx = idx.length ();

  // If we catch an indexing error in index_vector, we flag an error in
  // index k.  Ensure it is the right value befor each idx_vector call.
  // Same variable as used in the for loop in the default case.

  octave_idx_type k = 0;

  try
    {
      switch (n_idx)
        {
        case 0:
          retval = matrix;
          break;

        case 1:
          {
            idx_vector i = idx (0).index_vector ();

            retval = octave_value (matrix.index (i, resize_ok));
          }
          break;

        case 2:
          {
            idx_vector i = idx (0).index_vector ();

            k = 1;
            idx_vector j = idx (1).index_vector ();

            retval = octave_value (matrix.index (i, j, resize_ok));
          }
          break;

        default:
          error ("sparse indexing needs 1 or 2 indices");
        }
    }
  catch (index_exception& e)
    {
      // Rethrow to allow more info to be reported later.
      e.set_pos_if_unset (n_idx, k+1);
      throw;
    }

  return retval;
}

template <typename T>
octave_value
octave_base_sparse<T>::subsref (const std::string& type,
                                const std::list<octave_value_list>& idx)
{
  octave_value retval;

  switch (type[0])
    {
    case '(':
      retval = do_index_op (idx.front ());
      break;

    case '{':
    case '.':
      {
        std::string nm = type_name ();
        error ("%s cannot be indexed with %c", nm.c_str (), type[0]);
      }
      break;

    default:
      panic_impossible ();
    }

  return retval.next_subsref (type, idx);
}

template <typename T>
octave_value
octave_base_sparse<T>::subsasgn (const std::string& type,
                                 const std::list<octave_value_list>& idx,
                                 const octave_value& rhs)
{
  octave_value retval;

  switch (type[0])
    {
    case '(':
      {
        if (type.length () != 1)
          {
            std::string nm = type_name ();
            error ("in indexed assignment of %s, last lhs index must be ()",
                   nm.c_str ());
          }

        retval = numeric_assign (type, idx, rhs);
      }
      break;

    case '{':
    case '.':
      {
        if (! is_empty ())
          {
            std::string nm = type_name ();
            error ("%s cannot be indexed with %c", nm.c_str (), type[0]);
          }

        octave_value tmp = octave_value::empty_conv (type, rhs);

        retval = tmp.subsasgn (type, idx, rhs);
      }
      break;

    default:
      panic_impossible ();
    }

  return retval;
}

template <typename T>
void
octave_base_sparse<T>::assign (const octave_value_list& idx, const T& rhs)
{

  octave_idx_type len = idx.length ();

  // If we catch an indexing error in index_vector, we flag an error in
  // index k.  Ensure it is the right value befor each idx_vector call.
  // Same variable as used in the for loop in the default case.

  octave_idx_type k = 0;

  try
    {
      switch (len)
        {
        case 1:
          {
            idx_vector i = idx (0).index_vector ();

            matrix.assign (i, rhs);

            break;
          }

        case 2:
          {
            idx_vector i = idx (0).index_vector ();

            k = 1;
            idx_vector j = idx (1).index_vector ();

            matrix.assign (i, j, rhs);

            break;
          }

        default:
          error ("sparse indexing needs 1 or 2 indices");
        }
    }
  catch (index_exception& e)
    {
      // Rethrow to allow more info to be reported later.
      e.set_pos_if_unset (len, k+1);
      throw;
    }


  // Invalidate matrix type.
  typ.invalidate_type ();
}

template <typename MT>
void
octave_base_sparse<MT>::delete_elements (const octave_value_list& idx)
{
  octave_idx_type len = idx.length ();

  // If we catch an indexing error in index_vector, we flag an error in
  // index k.  Ensure it is the right value befor each idx_vector call.
  // Same variable as used in the for loop in the default case.

  octave_idx_type k = 0;

  try
    {
      switch (len)
        {
        case 1:
          {
            idx_vector i = idx (0).index_vector ();

            matrix.delete_elements (i);

            break;
          }

        case 2:
          {
            idx_vector i = idx (0).index_vector ();

            k = 1;
            idx_vector j = idx (1).index_vector ();

            matrix.delete_elements (i, j);

            break;
          }

        default:
          error ("sparse indexing needs 1 or 2 indices");
        }
    }
  catch (index_exception& e)
    {
      // Rethrow to allow more info to be reported later.
      e.set_pos_if_unset (len, k+1);
      throw;
    }

  // Invalidate the matrix type
  typ.invalidate_type ();
}

template <typename T>
octave_value
octave_base_sparse<T>::resize (const dim_vector& dv, bool) const
{
  T retval (matrix);
  retval.resize (dv);
  return retval;
}

template <typename T>
bool
octave_base_sparse<T>::is_true (void) const
{
  bool retval = false;
  dim_vector dv = matrix.dims ();
  octave_idx_type nel = dv.numel ();
  octave_idx_type nz = nnz ();

  if (nz == nel && nel > 0)
    {
      T t1 (matrix.reshape (dim_vector (nel, 1)));

      SparseBoolMatrix t2 = t1.all ();

      retval = t2(0);
    }

  return retval;
}

template <typename T>
bool
octave_base_sparse<T>::print_as_scalar (void) const
{
  dim_vector dv = dims ();

  return (dv.all_ones () || dv.any_zero ());
}

template <typename T>
void
octave_base_sparse<T>::print (std::ostream& os, bool pr_as_read_syntax)
{
  print_raw (os, pr_as_read_syntax);
  newline (os);
}

template <typename T>
void
octave_base_sparse<T>::print_info (std::ostream& os,
                                   const std::string& prefix) const
{
  matrix.print_info (os, prefix);
}

template <typename T>
void
octave_base_sparse<T>::print_raw (std::ostream& os,
                                  bool pr_as_read_syntax) const
{
  octave_preserve_stream_state stream_state (os);

  octave_idx_type nr = matrix.rows ();
  octave_idx_type nc = matrix.cols ();
  octave_idx_type nz = nnz ();

  // FIXME: this should probably all be handled by a
  // separate octave_print_internal function that can handle format
  // compact, loose, etc.

  os << "Compressed Column Sparse (rows = " << nr
     << ", cols = " << nc
     << ", nnz = " << nz;

  // Avoid calling numel here since it can easily overflow
  // octave_idx_type even when there is no real problem storing the
  // sparse array.

  double dnr = nr;
  double dnc = nc;
  double dnel = dnr * dnc;

  if (dnel > 0)
    {
      double pct = (nz / dnel * 100);

      int prec = 2;

      // Display at least 2 significant figures and up to 4 as we
      // approach 100%.  Avoid having limited precision of the display
      // result in reporting 100% for matrices that are not actually
      // 100% full.

      if (pct == 100)
        prec = 3;
      else
        {
          if (pct > 99.9)
            prec = 4;
          else if (pct > 99)
            prec = 3;

          if (pct > 99.99)
            pct = 99.99;
        }

      os << " [" << std::setprecision (prec) << pct << "%]";
    }

  os << ")\n";

  // add one to the printed indices to go from
  //  zero-based to one-based arrays

  if (nz != 0)
    {
      for (octave_idx_type j = 0; j < nc; j++)
        {
          octave_quit ();

          // FIXME: is there an easy way to get the max row
          // and column indices so we can set the width appropriately
          // and line up the columns here?  Similarly, we should look
          // at all the nonzero values and display them with the same
          // formatting rules that apply to columns of a matrix.

          for (octave_idx_type i = matrix.cidx (j); i < matrix.cidx (j+1); i++)
            {
              os << "\n";
              os << "  (" << matrix.ridx (i)+1 << ", "  << j+1 << ") -> ";

              octave_print_internal (os, matrix.data (i), pr_as_read_syntax);
            }
        }
    }
}

template <typename T>
bool
octave_base_sparse<T>::save_ascii (std::ostream& os)
{
  dim_vector dv = this->dims ();

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

  os << "# nnz: "      << nnz () << "\n";
  os << "# rows: "     << dv(0) << "\n";
  os << "# columns: "  << dv(1) << "\n";

  os << this->matrix;

  return true;
}

template <typename T>
bool
octave_base_sparse<T>::load_ascii (std::istream& is)
{
  octave_idx_type nz = 0;
  octave_idx_type nr = 0;
  octave_idx_type nc = 0;

  if (! extract_keyword (is, "nnz", nz, true)
      || ! extract_keyword (is, "rows", nr, true)
      || ! extract_keyword (is, "columns", nc, true))
    error ("load: failed to extract number of rows and columns");

  T tmp (nr, nc, nz);

  is >> tmp;

  if (! is)
    error ("load: failed to load matrix constant");

  matrix = tmp;

  return true;
}


template <typename T>
octave_value
octave_base_sparse<T>::fast_elem_extract (octave_idx_type n) const
{
  octave_idx_type nr = matrix.rows ();
  octave_idx_type nc = matrix.cols ();

  octave_idx_type i = n % nr;
  octave_idx_type j = n / nr;

  return (i < nr && j < nc) ? octave_value (matrix(i,j)) : octave_value ();
}

template <typename T>
octave_value
octave_base_sparse<T>::map (octave_base_value::unary_mapper_t umap) const
{
  if (umap == umap_xtolower || umap == umap_xtoupper)
    return matrix;

  // Try the map on the dense value.
  // FIXME: We should probably be smarter about this, especially for the
  // cases that are expected to return sparse matrices.
  octave_value retval = this->full_value ().map (umap);

  // Sparsify the result if possible.

  switch (umap)
    {
    case umap_xisalnum:
    case umap_xisalpha:
    case umap_xisascii:
    case umap_xiscntrl:
    case umap_xisdigit:
    case umap_xisgraph:
    case umap_xislower:
    case umap_xisprint:
    case umap_xispunct:
    case umap_xisspace:
    case umap_xisupper:
    case umap_xisxdigit:
    case umap_xtoascii:
      // FIXME: intentionally skip this step for string mappers.
      // Is this wanted?
      break;

    default:
      {
        switch (retval.builtin_type ())
          {
          case btyp_double:
            retval = retval.sparse_matrix_value ();
            break;

          case btyp_complex:
            retval = retval.sparse_complex_matrix_value ();
            break;

          case btyp_bool:
            retval = retval.sparse_bool_matrix_value ();
            break;

          default:
            break;
          }
      }
    }

  return retval;
}