annotate libinterp/corefcn/sparse.cc @ 18850:c53e11fab75f

maint: Periodic merge of gui-release to default.
author Rik <rik@octave.org>
date Sun, 08 Jun 2014 16:36:54 -0700
parents f550c37a9e9c 53af80da6781
children 4197fc428c7d
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1 /*
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2
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3 Copyright (C) 2004-2013 David Bateman
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4 Copyright (C) 1998-2004 Andy Adler
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5 Copyright (C) 2010 VZLU Prague
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6
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7 This file is part of Octave.
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8
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9 Octave is free software; you can redistribute it and/or modify it
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10 under the terms of the GNU General Public License as published by the
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11 Free Software Foundation; either version 3 of the License, or (at your
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12 option) any later version.
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13
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14 Octave is distributed in the hope that it will be useful, but WITHOUT
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15 ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
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16 FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License
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17 for more details.
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18
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19 You should have received a copy of the GNU General Public License
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20 along with Octave; see the file COPYING. If not, see
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21 <http://www.gnu.org/licenses/>.
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22
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23 */
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24
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25 #ifdef HAVE_CONFIG_H
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26 #include <config.h>
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27 #endif
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28
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29 #include <cstdlib>
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30 #include <string>
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31
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32 #include "variables.h"
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33 #include "utils.h"
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34 #include "pager.h"
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35 #include "defun.h"
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36 #include "gripes.h"
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37 #include "quit.h"
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38 #include "unwind-prot.h"
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39
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40 #include "ov-re-sparse.h"
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41 #include "ov-cx-sparse.h"
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42 #include "ov-bool-sparse.h"
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43
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44 DEFUN (issparse, args, ,
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45 "-*- texinfo -*-\n\
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46 @deftypefn {Built-in Function} {} issparse (@var{x})\n\
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47 Return true if @var{x} is a sparse matrix.\n\
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48 @seealso{ismatrix}\n\
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49 @end deftypefn")
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50 {
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51 if (args.length () != 1)
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52 {
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53 print_usage ();
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54 return octave_value ();
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55 }
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56 else
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57 return octave_value (args(0).is_sparse_type ());
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58 }
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59
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60 DEFUN (sparse, args, ,
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61 "-*- texinfo -*-\n\
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62 @deftypefn {Built-in Function} {@var{s} =} sparse (@var{a})\n\
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63 @deftypefnx {Built-in Function} {@var{s} =} sparse (@var{i}, @var{j}, @var{sv}, @var{m}, @var{n})\n\
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64 @deftypefnx {Built-in Function} {@var{s} =} sparse (@var{i}, @var{j}, @var{sv})\n\
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65 @deftypefnx {Built-in Function} {@var{s} =} sparse (@var{m}, @var{n})\n\
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66 @deftypefnx {Built-in Function} {@var{s} =} sparse (@var{i}, @var{j}, @var{s}, @var{m}, @var{n}, \"unique\")\n\
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67 @deftypefnx {Built-in Function} {@var{s} =} sparse (@var{i}, @var{j}, @var{sv}, @var{m}, @var{n}, @var{nzmax})\n\
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68 Create a sparse matrix from a full matrix or row, column, value triplets.\n\
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69 \n\
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70 If @var{a} is a full matrix, convert it to a sparse matrix representation,\n\
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71 removing all zero values in the process.\n\
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72 \n\
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73 Given the integer index vectors @var{i} and @var{j}, and a 1-by-@code{nnz}\n\
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74 vector of real or complex values @var{sv}, construct the sparse matrix\n\
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75 @code{S(@var{i}(@var{k}),@var{j}(@var{k})) = @var{sv}(@var{k})} with overall\n\
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76 dimensions @var{m} and @var{n}. If any of @var{sv}, @var{i} or @var{j} are\n\
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77 scalars, they are expanded to have a common size.\n\
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78 \n\
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79 If @var{m} or @var{n} are not specified their values are derived from the\n\
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80 maximum index in the vectors @var{i} and @var{j} as given by\n\
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81 @code{@var{m} = max (@var{i})}, @code{@var{n} = max (@var{j})}.\n\
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82 \n\
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83 @strong{Note}: if multiple values are specified with the same @var{i},\n\
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84 @var{j} indices, the corresponding value in @var{s} will be the sum of the\n\
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85 values at the repeated location. See @code{accumarray} for an example of how\n\
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86 to produce different behavior, such as taking the minimum instead.\n\
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87 \n\
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88 If the option @qcode{\"unique\"} is given, and more than one value is\n\
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89 specified at the same @var{i}, @var{j} indices, then the last specified\n\
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90 value will be used.\n\
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91 \n\
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92 @code{sparse (@var{m}, @var{n})} will create an empty @var{m}x@var{n} sparse\n\
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93 matrix and is equivalent to @code{sparse ([], [], [], @var{m}, @var{n})}\n\
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94 \n\
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95 The argument @code{nzmax} is ignored but accepted for compatibility with\n\
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96 @sc{matlab}.\n\
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97 \n\
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98 Example 1 (sum at repeated indices):\n\
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99 \n\
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100 @example\n\
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101 @group\n\
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102 @var{i} = [1 1 2]; @var{j} = [1 1 2]; @var{sv} = [3 4 5];\n\
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103 sparse (@var{i}, @var{j}, @var{sv}, 3, 4)\n\
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104 @result{} \n\
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105 Compressed Column Sparse (rows = 3, cols = 4, nnz = 2 [17%])\n\
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106 \n\
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107 (1, 1) -> 7\n\
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108 (2, 2) -> 5\n\
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109 @end group\n\
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110 @end example\n\
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111 \n\
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112 Example 2 (\"unique\" option):\n\
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113 \n\
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114 @example\n\
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115 @group\n\
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116 @var{i} = [1 1 2]; @var{j} = [1 1 2]; @var{sv} = [3 4 5];\n\
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117 sparse (@var{i}, @var{j}, @var{sv}, 3, 4, \"unique\")\n\
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118 @result{} \n\
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119 Compressed Column Sparse (rows = 3, cols = 4, nnz = 2 [17%])\n\
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120 \n\
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121 (1, 1) -> 4\n\
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122 (2, 2) -> 5\n\
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123 @end group\n\
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124 @end example\n\
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125 @seealso{full, accumarray, spalloc, spdiags, speye, spones, sprand, sprandn, sprandsym, spconvert, spfun}\n\
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126 @end deftypefn")
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127 {
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128 octave_value retval;
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129 int nargin = args.length ();
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130
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131 // Temporarily disable sparse_auto_mutate if set (it's obsolete anyway).
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132 unwind_protect frame;
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133 frame.protect_var (Vsparse_auto_mutate);
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134 Vsparse_auto_mutate = false;
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135
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136 if (nargin == 1)
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137 {
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138 octave_value arg = args(0);
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139 if (arg.is_bool_type ())
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140 retval = arg.sparse_bool_matrix_value ();
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141 else if (arg.is_complex_type ())
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142 retval = arg.sparse_complex_matrix_value ();
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143 else if (arg.is_numeric_type ())
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144 retval = arg.sparse_matrix_value ();
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145 else
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146 gripe_wrong_type_arg ("sparse", arg);
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147 }
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148 else if (nargin == 2)
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149 {
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150 octave_idx_type m = 0;
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151 octave_idx_type n = 0;
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152
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153 get_dimensions (args(0), args(1), "sparse", m, n);
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154
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155 if (! error_state)
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156 {
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157 if (m >= 0 && n >= 0)
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158 retval = SparseMatrix (m, n);
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159 else
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160 error ("sparse: dimensions must be non-negative");
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161 }
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162 }
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163 else if (nargin >= 3)
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164 {
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165 bool summation = true;
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166 if (nargin > 3 && args(nargin-1).is_string ())
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167 {
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168 std::string opt = args(nargin-1).string_value ();
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169 if (opt == "unique")
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170 summation = false;
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171 else if (opt == "sum" || opt == "summation")
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172 summation = true;
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173 else
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174 error ("sparse: invalid option: %s", opt.c_str ());
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175
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176 nargin -= 1;
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177 }
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178
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179 if (! error_state)
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180 {
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181 octave_idx_type m, n, nzmax;
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182 m = n = nzmax = -1;
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183 if (nargin == 6)
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184 {
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185 nzmax = args(5).idx_type_value ();
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186 nargin --;
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187 }
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188
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189 if (nargin == 5)
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190 {
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191 get_dimensions (args(3), args(4), "sparse", m, n);
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192
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193 if (! error_state && (m < 0 || n < 0))
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194 error ("sparse: dimensions must be non-negative");
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195 }
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196 else if (nargin != 3)
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197 print_usage ();
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198
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199 if (! error_state)
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200 {
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201 idx_vector i = args(0).index_vector ();
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202 idx_vector j = args(1).index_vector ();
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203
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204 if (args(2).is_bool_type ())
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205 retval = SparseBoolMatrix (args(2).bool_array_value (), i, j,
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206 m, n, summation, nzmax);
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207 else if (args(2).is_complex_type ())
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208 retval = SparseComplexMatrix (args(2).complex_array_value (),
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209 i, j, m, n, summation, nzmax);
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210 else if (args(2).is_numeric_type ())
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211 retval = SparseMatrix (args(2).array_value (), i, j,
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212 m, n, summation, nzmax);
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213 else
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214 gripe_wrong_type_arg ("sparse", args(2));
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215 }
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216
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217 }
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218 }
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219
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220 return retval;
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221 }
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222
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223 DEFUN (spalloc, args, ,
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224 "-*- texinfo -*-\n\
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225 @deftypefn {Built-in Function} {@var{s} =} spalloc (@var{m}, @var{n}, @var{nz})\n\
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226 Create an @var{m}-by-@var{n} sparse matrix with pre-allocated space for at\n\
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227 most @var{nz} nonzero elements.\n\
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228 \n\
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229 This is useful for building a matrix incrementally by a sequence of indexed\n\
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230 assignments. Subsequent indexed assignments after @code{spalloc} will reuse\n\
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231 the pre-allocated memory, provided they are of one of the simple forms\n\
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232 \n\
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233 @itemize\n\
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234 @item @code{@var{s}(I:J) = @var{x}}\n\
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235 \n\
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236 @item @code{@var{s}(:,I:J) = @var{x}}\n\
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diff changeset
237 \n\
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238 @item @code{@var{s}(K:L,I:J) = @var{x}}\n\
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diff changeset
239 @end itemize\n\
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diff changeset
240 \n\
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diff changeset
241 @b{and} that the following conditions are met:\n\
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242 \n\
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diff changeset
243 @itemize\n\
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diff changeset
244 @item the assignment does not decrease nnz (@var{S}).\n\
10840
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diff changeset
245 \n\
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diff changeset
246 @item after the assignment, nnz (@var{S}) does not exceed @var{nz}.\n\
10840
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247 \n\
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248 @item no index is out of bounds.\n\
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249 @end itemize\n\
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250 \n\
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251 Partial movement of data may still occur, but in general the assignment will\n\
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252 be more memory and time efficient under these circumstances. In particular,\n\
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253 it is possible to efficiently build a pre-allocated sparse matrix from a\n\
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254 contiguous block of columns.\n\
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255 \n\
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256 The amount of pre-allocated memory for a given matrix may be queried using\n\
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diff changeset
257 the function @code{nzmax}.\n\
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diff changeset
258 @seealso{nzmax, sparse}\n\
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diff changeset
259 @end deftypefn")
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260 {
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261 octave_value retval;
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262 int nargin = args.length ();
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263
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264 if (nargin == 2 || nargin == 3)
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265 {
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266 octave_idx_type m = args(0).idx_type_value ();
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267 octave_idx_type n = args(1).idx_type_value ();
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268 octave_idx_type nz = 0;
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269 if (nargin == 3)
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270 nz = args(2).idx_type_value ();
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271 if (error_state)
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272 ;
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273 else if (m >= 0 && n >= 0 && nz >= 0)
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274 retval = SparseMatrix (dim_vector (m, n), nz);
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275 else
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276 error ("spalloc: M,N,NZ must be non-negative");
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277 }
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278 else
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279 print_usage ();
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280
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281 return retval;
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282 }