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1 /* |
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2 |
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3 Copyright (C) 2004 David Bateman |
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4 Copyright (C) 1998-2004 Andy Adler |
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5 |
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6 Octave is free software; you can redistribute it and/or modify it |
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7 under the terms of the GNU General Public License as published by the |
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8 Free Software Foundation; either version 2, or (at your option) any |
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9 later version. |
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10 |
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11 Octave is distributed in the hope that it will be useful, but WITHOUT |
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12 ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or |
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13 FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License |
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14 for more details. |
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15 |
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16 You should have received a copy of the GNU General Public License |
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17 along with this program; see the file COPYING. If not, write to the |
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18 Free Software Foundation, Inc., 51 Franklin Street, Fifth Floor, |
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19 Boston, MA 02110-1301, USA. |
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20 |
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21 */ |
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22 |
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23 #ifdef HAVE_CONFIG_H |
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24 #include <config.h> |
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25 #endif |
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26 |
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27 #include "quit.h" |
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28 #include "lo-error.h" |
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29 #include "MArray2.h" |
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30 #include "Array-util.h" |
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31 |
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32 #include "MSparse.h" |
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33 #include "MSparse-defs.h" |
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34 |
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35 // sparse array with math ops. |
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36 |
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37 // Element by element MSparse by MSparse ops. |
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38 |
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39 template <class T> |
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40 MSparse<T>& |
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41 operator += (MSparse<T>& a, const MSparse<T>& b) |
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42 { |
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43 MSparse<T> r; |
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44 |
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45 octave_idx_type a_nr = a.rows (); |
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46 octave_idx_type a_nc = a.cols (); |
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47 |
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48 octave_idx_type b_nr = b.rows (); |
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49 octave_idx_type b_nc = b.cols (); |
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50 |
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51 if (a_nr != b_nr || a_nc != b_nc) |
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52 gripe_nonconformant ("operator +=" , a_nr, a_nc, b_nr, b_nc); |
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53 else |
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54 { |
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55 r = MSparse<T> (a_nr, a_nc, (a.nnz () + b.nnz ())); |
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56 |
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57 octave_idx_type jx = 0; |
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58 for (octave_idx_type i = 0 ; i < a_nc ; i++) |
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59 { |
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60 octave_idx_type ja = a.cidx(i); |
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61 octave_idx_type ja_max = a.cidx(i+1); |
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62 bool ja_lt_max= ja < ja_max; |
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63 |
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64 octave_idx_type jb = b.cidx(i); |
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65 octave_idx_type jb_max = b.cidx(i+1); |
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66 bool jb_lt_max = jb < jb_max; |
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67 |
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68 while (ja_lt_max || jb_lt_max ) |
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69 { |
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70 OCTAVE_QUIT; |
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71 if ((! jb_lt_max) || |
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72 (ja_lt_max && (a.ridx(ja) < b.ridx(jb)))) |
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73 { |
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74 r.ridx(jx) = a.ridx(ja); |
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75 r.data(jx) = a.data(ja) + 0.; |
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76 jx++; |
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77 ja++; |
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78 ja_lt_max= ja < ja_max; |
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79 } |
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80 else if (( !ja_lt_max ) || |
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81 (jb_lt_max && (b.ridx(jb) < a.ridx(ja)) ) ) |
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82 { |
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83 r.ridx(jx) = b.ridx(jb); |
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84 r.data(jx) = 0. + b.data(jb); |
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85 jx++; |
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86 jb++; |
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87 jb_lt_max= jb < jb_max; |
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88 } |
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89 else |
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90 { |
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91 if ((a.data(ja) + b.data(jb)) != 0.) |
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92 { |
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93 r.data(jx) = a.data(ja) + b.data(jb); |
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94 r.ridx(jx) = a.ridx(ja); |
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95 jx++; |
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96 } |
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97 ja++; |
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98 ja_lt_max= ja < ja_max; |
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99 jb++; |
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100 jb_lt_max= jb < jb_max; |
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101 } |
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102 } |
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103 r.cidx(i+1) = jx; |
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104 } |
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105 |
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106 a = r.maybe_compress (); |
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107 } |
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108 |
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109 return a; |
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110 } |
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111 |
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112 template <class T> |
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113 MSparse<T>& |
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114 operator -= (MSparse<T>& a, const MSparse<T>& b) |
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115 { |
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116 MSparse<T> r; |
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117 |
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118 octave_idx_type a_nr = a.rows (); |
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119 octave_idx_type a_nc = a.cols (); |
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120 |
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121 octave_idx_type b_nr = b.rows (); |
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122 octave_idx_type b_nc = b.cols (); |
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123 |
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124 if (a_nr != b_nr || a_nc != b_nc) |
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125 gripe_nonconformant ("operator -=" , a_nr, a_nc, b_nr, b_nc); |
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126 else |
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127 { |
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128 r = MSparse<T> (a_nr, a_nc, (a.nnz () + b.nnz ())); |
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129 |
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130 octave_idx_type jx = 0; |
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131 for (octave_idx_type i = 0 ; i < a_nc ; i++) |
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132 { |
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133 octave_idx_type ja = a.cidx(i); |
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134 octave_idx_type ja_max = a.cidx(i+1); |
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135 bool ja_lt_max= ja < ja_max; |
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136 |
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137 octave_idx_type jb = b.cidx(i); |
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138 octave_idx_type jb_max = b.cidx(i+1); |
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139 bool jb_lt_max = jb < jb_max; |
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140 |
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141 while (ja_lt_max || jb_lt_max ) |
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142 { |
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143 OCTAVE_QUIT; |
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144 if ((! jb_lt_max) || |
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145 (ja_lt_max && (a.ridx(ja) < b.ridx(jb)))) |
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146 { |
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147 r.ridx(jx) = a.ridx(ja); |
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148 r.data(jx) = a.data(ja) - 0.; |
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149 jx++; |
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150 ja++; |
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151 ja_lt_max= ja < ja_max; |
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152 } |
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153 else if (( !ja_lt_max ) || |
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154 (jb_lt_max && (b.ridx(jb) < a.ridx(ja)) ) ) |
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155 { |
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156 r.ridx(jx) = b.ridx(jb); |
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157 r.data(jx) = 0. - b.data(jb); |
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158 jx++; |
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159 jb++; |
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160 jb_lt_max= jb < jb_max; |
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161 } |
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162 else |
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163 { |
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164 if ((a.data(ja) - b.data(jb)) != 0.) |
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165 { |
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166 r.data(jx) = a.data(ja) - b.data(jb); |
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167 r.ridx(jx) = a.ridx(ja); |
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168 jx++; |
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169 } |
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170 ja++; |
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171 ja_lt_max= ja < ja_max; |
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172 jb++; |
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173 jb_lt_max= jb < jb_max; |
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174 } |
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175 } |
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176 r.cidx(i+1) = jx; |
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177 } |
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178 |
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179 a = r.maybe_compress (); |
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180 } |
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181 |
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182 return a; |
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183 } |
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184 |
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185 // Element by element MSparse by scalar ops. |
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186 |
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187 #define SPARSE_A2S_OP_1(OP) \ |
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188 template <class T> \ |
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189 MArray2<T> \ |
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190 operator OP (const MSparse<T>& a, const T& s) \ |
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191 { \ |
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192 octave_idx_type nr = a.rows (); \ |
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193 octave_idx_type nc = a.cols (); \ |
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194 \ |
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195 MArray2<T> r (nr, nc, (0.0 OP s)); \ |
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196 \ |
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197 for (octave_idx_type j = 0; j < nc; j++) \ |
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198 for (octave_idx_type i = a.cidx(j); i < a.cidx(j+1); i++) \ |
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199 r.elem (a.ridx (i), j) = a.data (i) OP s; \ |
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200 return r; \ |
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201 } |
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202 |
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203 #define SPARSE_A2S_OP_2(OP) \ |
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204 template <class T> \ |
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205 MSparse<T> \ |
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206 operator OP (const MSparse<T>& a, const T& s) \ |
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207 { \ |
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208 octave_idx_type nr = a.rows (); \ |
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209 octave_idx_type nc = a.cols (); \ |
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210 octave_idx_type nz = a.nnz (); \ |
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211 \ |
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212 MSparse<T> r (nr, nc, nz); \ |
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213 \ |
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214 for (octave_idx_type i = 0; i < nz; i++) \ |
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215 { \ |
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216 r.data(i) = a.data(i) OP s; \ |
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217 r.ridx(i) = a.ridx(i); \ |
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218 } \ |
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219 for (octave_idx_type i = 0; i < nc + 1; i++) \ |
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220 r.cidx(i) = a.cidx(i); \ |
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221 r.maybe_compress (true); \ |
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222 return r; \ |
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223 } |
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224 |
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225 |
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226 SPARSE_A2S_OP_1 (+) |
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227 SPARSE_A2S_OP_1 (-) |
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228 SPARSE_A2S_OP_2 (*) |
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229 SPARSE_A2S_OP_2 (/) |
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230 |
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231 // Element by element scalar by MSparse ops. |
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232 |
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233 #define SPARSE_SA2_OP_1(OP) \ |
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234 template <class T> \ |
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235 MArray2<T> \ |
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236 operator OP (const T& s, const MSparse<T>& a) \ |
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237 { \ |
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238 octave_idx_type nr = a.rows (); \ |
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239 octave_idx_type nc = a.cols (); \ |
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240 \ |
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241 MArray2<T> r (nr, nc, (s OP 0.0)); \ |
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242 \ |
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243 for (octave_idx_type j = 0; j < nc; j++) \ |
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244 for (octave_idx_type i = a.cidx(j); i < a.cidx(j+1); i++) \ |
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245 r.elem (a.ridx (i), j) = s OP a.data (i); \ |
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246 return r; \ |
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247 } |
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248 |
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249 #define SPARSE_SA2_OP_2(OP) \ |
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250 template <class T> \ |
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251 MSparse<T> \ |
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252 operator OP (const T& s, const MSparse<T>& a) \ |
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253 { \ |
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254 octave_idx_type nr = a.rows (); \ |
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255 octave_idx_type nc = a.cols (); \ |
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256 octave_idx_type nz = a.nnz (); \ |
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257 \ |
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258 MSparse<T> r (nr, nc, nz); \ |
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259 \ |
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260 for (octave_idx_type i = 0; i < nz; i++) \ |
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261 { \ |
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262 r.data(i) = s OP a.data(i); \ |
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263 r.ridx(i) = a.ridx(i); \ |
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264 } \ |
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265 for (octave_idx_type i = 0; i < nc + 1; i++) \ |
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266 r.cidx(i) = a.cidx(i); \ |
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267 r.maybe_compress (true); \ |
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268 return r; \ |
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269 } |
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270 |
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271 SPARSE_SA2_OP_1 (+) |
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272 SPARSE_SA2_OP_1 (-) |
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273 SPARSE_SA2_OP_2 (*) |
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274 SPARSE_SA2_OP_2 (/) |
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275 |
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276 // Element by element MSparse by MSparse ops. |
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277 |
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278 #define SPARSE_A2A2_OP(OP) \ |
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279 template <class T> \ |
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280 MSparse<T> \ |
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281 operator OP (const MSparse<T>& a, const MSparse<T>& b) \ |
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282 { \ |
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283 MSparse<T> r; \ |
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284 \ |
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285 octave_idx_type a_nr = a.rows (); \ |
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286 octave_idx_type a_nc = a.cols (); \ |
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287 \ |
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288 octave_idx_type b_nr = b.rows (); \ |
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289 octave_idx_type b_nc = b.cols (); \ |
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290 \ |
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291 if (a_nr != b_nr || a_nc != b_nc) \ |
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292 gripe_nonconformant ("operator " # OP, a_nr, a_nc, b_nr, b_nc); \ |
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293 else \ |
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294 { \ |
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295 r = MSparse<T> (a_nr, a_nc, (a.nnz () + b.nnz ())); \ |
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296 \ |
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297 octave_idx_type jx = 0; \ |
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298 r.cidx (0) = 0; \ |
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299 for (octave_idx_type i = 0 ; i < a_nc ; i++) \ |
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300 { \ |
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301 octave_idx_type ja = a.cidx(i); \ |
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302 octave_idx_type ja_max = a.cidx(i+1); \ |
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303 bool ja_lt_max= ja < ja_max; \ |
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304 \ |
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305 octave_idx_type jb = b.cidx(i); \ |
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306 octave_idx_type jb_max = b.cidx(i+1); \ |
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307 bool jb_lt_max = jb < jb_max; \ |
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308 \ |
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309 while (ja_lt_max || jb_lt_max ) \ |
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310 { \ |
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311 OCTAVE_QUIT; \ |
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312 if ((! jb_lt_max) || \ |
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313 (ja_lt_max && (a.ridx(ja) < b.ridx(jb)))) \ |
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314 { \ |
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315 r.ridx(jx) = a.ridx(ja); \ |
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316 r.data(jx) = a.data(ja) OP 0.; \ |
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317 jx++; \ |
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318 ja++; \ |
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319 ja_lt_max= ja < ja_max; \ |
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320 } \ |
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321 else if (( !ja_lt_max ) || \ |
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322 (jb_lt_max && (b.ridx(jb) < a.ridx(ja)) ) ) \ |
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323 { \ |
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324 r.ridx(jx) = b.ridx(jb); \ |
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325 r.data(jx) = 0. OP b.data(jb); \ |
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326 jx++; \ |
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327 jb++; \ |
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328 jb_lt_max= jb < jb_max; \ |
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329 } \ |
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330 else \ |
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331 { \ |
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332 if ((a.data(ja) OP b.data(jb)) != 0.) \ |
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333 { \ |
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334 r.data(jx) = a.data(ja) OP b.data(jb); \ |
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335 r.ridx(jx) = a.ridx(ja); \ |
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336 jx++; \ |
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337 } \ |
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338 ja++; \ |
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339 ja_lt_max= ja < ja_max; \ |
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340 jb++; \ |
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341 jb_lt_max= jb < jb_max; \ |
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342 } \ |
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343 } \ |
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344 r.cidx(i+1) = jx; \ |
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345 } \ |
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346 \ |
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347 r.maybe_compress (); \ |
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348 } \ |
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349 \ |
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350 return r; \ |
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351 } |
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352 |
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353 #define SPARSE_A2A2_FCN_1(FCN, OP) \ |
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354 template <class T> \ |
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355 MSparse<T> \ |
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356 FCN (const MSparse<T>& a, const MSparse<T>& b) \ |
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357 { \ |
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358 MSparse<T> r; \ |
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359 \ |
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360 octave_idx_type a_nr = a.rows (); \ |
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361 octave_idx_type a_nc = a.cols (); \ |
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362 \ |
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363 octave_idx_type b_nr = b.rows (); \ |
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364 octave_idx_type b_nc = b.cols (); \ |
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365 \ |
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366 if (a_nr != b_nr || a_nc != b_nc) \ |
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367 gripe_nonconformant (#FCN, a_nr, a_nc, b_nr, b_nc); \ |
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368 else \ |
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369 { \ |
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370 r = MSparse<T> (a_nr, a_nc, (a.nnz() > b.nnz() ? a.nnz() : b.nnz())); \ |
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371 \ |
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372 octave_idx_type jx = 0; \ |
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373 r.cidx (0) = 0; \ |
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374 for (octave_idx_type i = 0 ; i < a_nc ; i++) \ |
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375 { \ |
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376 octave_idx_type ja = a.cidx(i); \ |
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377 octave_idx_type ja_max = a.cidx(i+1); \ |
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378 bool ja_lt_max= ja < ja_max; \ |
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379 \ |
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380 octave_idx_type jb = b.cidx(i); \ |
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381 octave_idx_type jb_max = b.cidx(i+1); \ |
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382 bool jb_lt_max = jb < jb_max; \ |
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383 \ |
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384 while (ja_lt_max || jb_lt_max ) \ |
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385 { \ |
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386 OCTAVE_QUIT; \ |
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387 if ((! jb_lt_max) || \ |
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388 (ja_lt_max && (a.ridx(ja) < b.ridx(jb)))) \ |
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389 { \ |
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390 ja++; ja_lt_max= ja < ja_max; \ |
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391 } \ |
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392 else if (( !ja_lt_max ) || \ |
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393 (jb_lt_max && (b.ridx(jb) < a.ridx(ja)) ) ) \ |
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394 { \ |
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395 jb++; jb_lt_max= jb < jb_max; \ |
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396 } \ |
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397 else \ |
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398 { \ |
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399 if ((a.data(ja) OP b.data(jb)) != 0.) \ |
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400 { \ |
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401 r.data(jx) = a.data(ja) OP b.data(jb); \ |
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402 r.ridx(jx) = a.ridx(ja); \ |
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403 jx++; \ |
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404 } \ |
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405 ja++; ja_lt_max= ja < ja_max; \ |
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406 jb++; jb_lt_max= jb < jb_max; \ |
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407 } \ |
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408 } \ |
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409 r.cidx(i+1) = jx; \ |
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410 } \ |
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411 \ |
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412 r.maybe_compress (); \ |
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413 } \ |
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414 \ |
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415 return r; \ |
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416 } |
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417 |
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418 #define SPARSE_A2A2_FCN_2(FCN, OP) \ |
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419 template <class T> \ |
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420 MSparse<T> \ |
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421 FCN (const MSparse<T>& a, const MSparse<T>& b) \ |
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422 { \ |
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423 MSparse<T> r; \ |
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424 T Zero = T (); \ |
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425 \ |
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426 octave_idx_type a_nr = a.rows (); \ |
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427 octave_idx_type a_nc = a.cols (); \ |
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428 \ |
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429 octave_idx_type b_nr = b.rows (); \ |
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430 octave_idx_type b_nc = b.cols (); \ |
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431 \ |
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432 if (a_nr != b_nr || a_nc != b_nc) \ |
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433 gripe_nonconformant (#FCN, a_nr, a_nc, b_nr, b_nc); \ |
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434 else \ |
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435 { \ |
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436 r = MSparse<T>( a_nr, a_nc, (Zero OP Zero)); \ |
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437 \ |
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438 for (octave_idx_type i = 0 ; i < a_nc ; i++) \ |
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439 { \ |
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440 octave_idx_type ja = a.cidx(i); \ |
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441 octave_idx_type ja_max = a.cidx(i+1); \ |
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442 bool ja_lt_max= ja < ja_max; \ |
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443 \ |
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444 octave_idx_type jb = b.cidx(i); \ |
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445 octave_idx_type jb_max = b.cidx(i+1); \ |
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446 bool jb_lt_max = jb < jb_max; \ |
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447 \ |
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448 while (ja_lt_max || jb_lt_max ) \ |
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449 { \ |
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450 OCTAVE_QUIT; \ |
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451 if ((! jb_lt_max) || \ |
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452 (ja_lt_max && (a.ridx(ja) < b.ridx(jb)))) \ |
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453 { \ |
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454 r.elem (a.ridx(ja),i) = a.data(ja) OP Zero; \ |
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455 ja++; ja_lt_max= ja < ja_max; \ |
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456 } \ |
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457 else if (( !ja_lt_max ) || \ |
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458 (jb_lt_max && (b.ridx(jb) < a.ridx(ja)) ) ) \ |
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459 { \ |
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460 r.elem (b.ridx(jb),i) = Zero OP b.data(jb); \ |
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461 jb++; jb_lt_max= jb < jb_max; \ |
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462 } \ |
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463 else \ |
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464 { \ |
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465 r.elem (a.ridx(ja),i) = a.data(ja) OP b.data(jb); \ |
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466 ja++; ja_lt_max= ja < ja_max; \ |
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467 jb++; jb_lt_max= jb < jb_max; \ |
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468 } \ |
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469 } \ |
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470 } \ |
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471 \ |
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472 r.maybe_compress (true); \ |
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473 } \ |
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474 \ |
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475 return r; \ |
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476 } |
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477 |
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478 SPARSE_A2A2_OP (+) |
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479 SPARSE_A2A2_OP (-) |
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480 SPARSE_A2A2_FCN_1 (product, *) |
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481 SPARSE_A2A2_FCN_2 (quotient, /) |
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482 |
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483 // Unary MSparse ops. |
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484 |
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485 template <class T> |
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486 MSparse<T> |
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487 operator + (const MSparse<T>& a) |
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488 { |
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489 return a; |
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490 } |
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491 |
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492 template <class T> |
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493 MSparse<T> |
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494 operator - (const MSparse<T>& a) |
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495 { |
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496 MSparse<T> retval (a); |
5275
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497 octave_idx_type nz = a.nnz (); |
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498 for (octave_idx_type i = 0; i < nz; i++) |
5164
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499 retval.data(i) = - retval.data(i); |
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500 return retval; |
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501 } |
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502 |
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503 /* |
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504 ;;; Local Variables: *** |
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505 ;;; mode: C++ *** |
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506 ;;; End: *** |
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507 */ |