1 | import { isInteger } from './number.js';
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2 | import { isNumber } from './is.js';
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3 | import { format } from './string.js';
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4 | import { DimensionError } from '../error/DimensionError.js';
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5 | import { IndexError } from '../error/IndexError.js';
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6 |
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7 |
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8 |
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9 |
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10 |
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11 |
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12 |
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13 |
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14 | export function arraySize(x) {
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15 | var s = [];
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16 |
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17 | while (Array.isArray(x)) {
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18 | s.push(x.length);
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19 | x = x[0];
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20 | }
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21 |
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22 | return s;
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23 | }
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24 |
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25 |
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26 |
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27 |
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28 |
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29 |
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30 |
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31 |
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32 |
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33 |
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34 | function _validate(array, size, dim) {
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35 | var i;
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36 | var len = array.length;
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37 |
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38 | if (len !== size[dim]) {
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39 | throw new DimensionError(len, size[dim]);
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40 | }
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41 |
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42 | if (dim < size.length - 1) {
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43 |
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44 | var dimNext = dim + 1;
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45 |
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46 | for (i = 0; i < len; i++) {
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47 | var child = array[i];
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48 |
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49 | if (!Array.isArray(child)) {
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50 | throw new DimensionError(size.length - 1, size.length, '<');
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51 | }
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52 |
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53 | _validate(array[i], size, dimNext);
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54 | }
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55 | } else {
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56 |
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57 | for (i = 0; i < len; i++) {
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58 | if (Array.isArray(array[i])) {
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59 | throw new DimensionError(size.length + 1, size.length, '>');
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60 | }
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61 | }
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62 | }
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63 | }
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64 |
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65 |
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66 |
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67 |
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68 |
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69 |
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70 |
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71 |
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72 |
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73 | export function validate(array, size) {
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74 | var isScalar = size.length === 0;
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75 |
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76 | if (isScalar) {
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77 |
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78 | if (Array.isArray(array)) {
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79 | throw new DimensionError(array.length, 0);
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80 | }
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81 | } else {
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82 |
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83 | _validate(array, size, 0);
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84 | }
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85 | }
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86 |
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87 |
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88 |
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89 |
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90 |
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91 |
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92 |
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93 | export function validateIndex(index, length) {
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94 | if (!isNumber(index) || !isInteger(index)) {
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95 | throw new TypeError('Index must be an integer (value: ' + index + ')');
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96 | }
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97 |
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98 | if (index < 0 || typeof length === 'number' && index >= length) {
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99 | throw new IndexError(index, length);
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100 | }
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101 | }
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102 |
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103 |
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104 |
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105 |
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106 |
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107 |
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108 |
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109 |
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110 |
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111 |
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112 |
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113 | export function resize(array, size, defaultValue) {
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114 |
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115 |
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116 | if (!Array.isArray(array) || !Array.isArray(size)) {
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117 | throw new TypeError('Array expected');
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118 | }
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119 |
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120 | if (size.length === 0) {
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121 | throw new Error('Resizing to scalar is not supported');
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122 | }
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123 |
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124 |
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125 | size.forEach(function (value) {
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126 | if (!isNumber(value) || !isInteger(value) || value < 0) {
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127 | throw new TypeError('Invalid size, must contain positive integers ' + '(size: ' + format(size) + ')');
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128 | }
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129 | });
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130 |
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131 | var _defaultValue = defaultValue !== undefined ? defaultValue : 0;
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132 |
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133 | _resize(array, size, 0, _defaultValue);
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134 |
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135 | return array;
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136 | }
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137 |
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138 |
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139 |
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140 |
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141 |
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142 |
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143 |
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144 |
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145 |
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146 |
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147 | function _resize(array, size, dim, defaultValue) {
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148 | var i;
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149 | var elem;
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150 | var oldLen = array.length;
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151 | var newLen = size[dim];
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152 | var minLen = Math.min(oldLen, newLen);
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153 |
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154 | array.length = newLen;
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155 |
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156 | if (dim < size.length - 1) {
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157 |
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158 | var dimNext = dim + 1;
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159 |
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160 | for (i = 0; i < minLen; i++) {
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161 |
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162 | elem = array[i];
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163 |
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164 | if (!Array.isArray(elem)) {
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165 | elem = [elem];
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166 |
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167 | array[i] = elem;
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168 | }
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169 |
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170 | _resize(elem, size, dimNext, defaultValue);
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171 | }
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172 |
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173 |
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174 | for (i = minLen; i < newLen; i++) {
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175 |
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176 | elem = [];
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177 | array[i] = elem;
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178 |
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179 | _resize(elem, size, dimNext, defaultValue);
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180 | }
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181 | } else {
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182 |
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183 |
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184 | for (i = 0; i < minLen; i++) {
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185 | while (Array.isArray(array[i])) {
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186 | array[i] = array[i][0];
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187 | }
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188 | }
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189 |
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190 |
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191 | for (i = minLen; i < newLen; i++) {
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192 | array[i] = defaultValue;
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193 | }
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194 | }
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195 | }
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196 |
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197 |
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198 |
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199 |
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200 |
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201 |
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202 |
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203 |
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204 |
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205 |
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206 |
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207 |
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208 | export function reshape(array, sizes) {
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209 | var flatArray = flatten(array);
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210 | var currentLength = flatArray.length;
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211 |
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212 | if (!Array.isArray(array) || !Array.isArray(sizes)) {
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213 | throw new TypeError('Array expected');
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214 | }
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215 |
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216 | if (sizes.length === 0) {
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217 | throw new DimensionError(0, currentLength, '!=');
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218 | }
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219 |
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220 | sizes = processSizesWildcard(sizes, currentLength);
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221 | var newLength = product(sizes);
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222 |
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223 | if (currentLength !== newLength) {
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224 | throw new DimensionError(newLength, currentLength, '!=');
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225 | }
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226 |
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227 | try {
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228 | return _reshape(flatArray, sizes);
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229 | } catch (e) {
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230 | if (e instanceof DimensionError) {
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231 | throw new DimensionError(newLength, currentLength, '!=');
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232 | }
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233 |
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234 | throw e;
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235 | }
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236 | }
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237 |
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238 |
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239 |
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240 |
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241 |
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242 |
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243 |
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244 |
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245 | export function processSizesWildcard(sizes, currentLength) {
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246 | var newLength = product(sizes);
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247 | var processedSizes = sizes.slice();
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248 | var WILDCARD = -1;
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249 | var wildCardIndex = sizes.indexOf(WILDCARD);
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250 | var isMoreThanOneWildcard = sizes.indexOf(WILDCARD, wildCardIndex + 1) >= 0;
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251 |
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252 | if (isMoreThanOneWildcard) {
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253 | throw new Error('More than one wildcard in sizes');
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254 | }
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255 |
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256 | var hasWildcard = wildCardIndex >= 0;
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257 | var canReplaceWildcard = currentLength % newLength === 0;
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258 |
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259 | if (hasWildcard) {
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260 | if (canReplaceWildcard) {
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261 | processedSizes[wildCardIndex] = -currentLength / newLength;
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262 | } else {
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263 | throw new Error('Could not replace wildcard, since ' + currentLength + ' is no multiple of ' + -newLength);
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264 | }
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265 | }
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266 |
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267 | return processedSizes;
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268 | }
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269 |
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270 |
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271 |
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272 |
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273 |
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274 |
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275 | function product(array) {
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276 | return array.reduce((prev, curr) => prev * curr, 1);
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277 | }
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278 |
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279 |
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280 |
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281 |
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282 |
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283 |
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284 |
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285 |
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286 |
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287 | function _reshape(array, sizes) {
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288 |
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289 | var tmpArray = array;
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290 | var tmpArray2;
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291 |
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292 | for (var sizeIndex = sizes.length - 1; sizeIndex > 0; sizeIndex--) {
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293 | var size = sizes[sizeIndex];
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294 | tmpArray2 = [];
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295 |
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296 | var length = tmpArray.length / size;
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297 |
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298 | for (var i = 0; i < length; i++) {
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299 | tmpArray2.push(tmpArray.slice(i * size, (i + 1) * size));
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300 | }
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301 |
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302 |
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303 | tmpArray = tmpArray2;
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304 | }
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305 |
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306 | return tmpArray;
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307 | }
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308 |
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309 |
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310 |
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311 |
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312 |
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313 |
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314 |
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315 |
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316 | export function squeeze(array, size) {
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317 | var s = size || arraySize(array);
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318 |
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319 | while (Array.isArray(array) && array.length === 1) {
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320 | array = array[0];
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321 | s.shift();
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322 | }
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323 |
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324 |
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325 | var dims = s.length;
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326 |
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327 | while (s[dims - 1] === 1) {
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328 | dims--;
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329 | }
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330 |
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331 |
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332 | if (dims < s.length) {
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333 | array = _squeeze(array, dims, 0);
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334 | s.length = dims;
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335 | }
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336 |
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337 | return array;
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338 | }
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339 |
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340 |
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341 |
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342 |
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343 |
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344 |
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345 |
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346 |
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347 |
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348 | function _squeeze(array, dims, dim) {
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349 | var i, ii;
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350 |
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351 | if (dim < dims) {
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352 | var next = dim + 1;
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353 |
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354 | for (i = 0, ii = array.length; i < ii; i++) {
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355 | array[i] = _squeeze(array[i], dims, next);
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356 | }
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357 | } else {
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358 | while (Array.isArray(array)) {
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359 | array = array[0];
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360 | }
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361 | }
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362 |
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363 | return array;
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364 | }
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365 |
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366 |
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367 |
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368 |
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369 |
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370 |
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371 |
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372 |
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373 |
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374 |
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375 |
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376 |
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377 |
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378 |
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379 | export function unsqueeze(array, dims, outer, size) {
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380 | var s = size || arraySize(array);
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381 |
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382 | if (outer) {
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383 | for (var i = 0; i < outer; i++) {
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384 | array = [array];
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385 | s.unshift(1);
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386 | }
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387 | }
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388 |
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389 |
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390 | array = _unsqueeze(array, dims, 0);
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391 |
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392 | while (s.length < dims) {
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393 | s.push(1);
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394 | }
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395 |
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396 | return array;
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397 | }
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398 |
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399 |
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400 |
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401 |
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402 |
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403 |
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404 |
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405 |
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406 |
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407 | function _unsqueeze(array, dims, dim) {
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408 | var i, ii;
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409 |
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410 | if (Array.isArray(array)) {
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411 | var next = dim + 1;
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412 |
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413 | for (i = 0, ii = array.length; i < ii; i++) {
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414 | array[i] = _unsqueeze(array[i], dims, next);
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415 | }
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416 | } else {
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417 | for (var d = dim; d < dims; d++) {
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418 | array = [array];
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419 | }
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420 | }
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421 |
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422 | return array;
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423 | }
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424 |
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425 |
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426 |
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427 |
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428 |
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429 |
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430 |
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431 |
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432 | export function flatten(array) {
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433 | if (!Array.isArray(array)) {
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434 |
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435 | return array;
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436 | }
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437 |
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438 | var flat = [];
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439 | array.forEach(function callback(value) {
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440 | if (Array.isArray(value)) {
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441 | value.forEach(callback);
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442 | } else {
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443 | flat.push(value);
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444 | }
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445 | });
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446 | return flat;
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447 | }
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448 |
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449 |
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450 |
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451 |
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452 |
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453 |
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454 | export function map(array, callback) {
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455 | return Array.prototype.map.call(array, callback);
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456 | }
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457 |
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458 |
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459 |
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460 |
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461 |
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462 |
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463 | export function forEach(array, callback) {
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464 | Array.prototype.forEach.call(array, callback);
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465 | }
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466 |
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467 |
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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 | export function filter(array, callback) {
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473 | if (arraySize(array).length !== 1) {
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474 | throw new Error('Only one dimensional matrices supported');
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475 | }
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476 |
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477 | return Array.prototype.filter.call(array, callback);
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478 | }
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479 |
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480 |
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481 |
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482 |
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483 |
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484 |
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485 |
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486 |
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487 | export function filterRegExp(array, regexp) {
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488 | if (arraySize(array).length !== 1) {
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489 | throw new Error('Only one dimensional matrices supported');
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490 | }
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491 |
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492 | return Array.prototype.filter.call(array, entry => regexp.test(entry));
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493 | }
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494 |
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495 |
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496 |
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497 |
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498 |
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499 |
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500 | export function join(array, separator) {
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501 | return Array.prototype.join.call(array, separator);
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502 | }
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503 |
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504 |
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505 |
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506 |
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507 |
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508 |
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509 | export function identify(a) {
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510 | if (!Array.isArray(a)) {
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511 | throw new TypeError('Array input expected');
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512 | }
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513 |
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514 | if (a.length === 0) {
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515 | return a;
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516 | }
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517 |
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518 | var b = [];
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519 | var count = 0;
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520 | b[0] = {
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521 | value: a[0],
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522 | identifier: 0
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523 | };
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524 |
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525 | for (var i = 1; i < a.length; i++) {
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526 | if (a[i] === a[i - 1]) {
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527 | count++;
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528 | } else {
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529 | count = 0;
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530 | }
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531 |
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532 | b.push({
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533 | value: a[i],
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534 | identifier: count
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535 | });
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536 | }
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537 |
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538 | return b;
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539 | }
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540 |
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541 |
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542 |
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543 |
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544 |
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545 |
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546 | export function generalize(a) {
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547 | if (!Array.isArray(a)) {
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548 | throw new TypeError('Array input expected');
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549 | }
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550 |
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551 | if (a.length === 0) {
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552 | return a;
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553 | }
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554 |
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555 | var b = [];
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556 |
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557 | for (var i = 0; i < a.length; i++) {
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558 | b.push(a[i].value);
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559 | }
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560 |
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561 | return b;
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562 | }
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563 |
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564 |
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565 |
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566 |
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567 |
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568 |
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569 |
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570 |
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571 |
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572 |
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573 | export function getArrayDataType(array, typeOf) {
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574 | var type;
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575 |
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576 | var length = 0;
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577 |
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578 | for (var i = 0; i < array.length; i++) {
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579 | var item = array[i];
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580 | var isArray = Array.isArray(item);
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581 |
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582 | if (i === 0 && isArray) {
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583 | length = item.length;
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584 | }
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585 |
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586 |
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587 | if (isArray && item.length !== length) {
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588 | return undefined;
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589 | }
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590 |
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591 | var itemType = isArray ? getArrayDataType(item, typeOf)
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592 | : typeOf(item);
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593 |
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594 | if (type === undefined) {
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595 | type = itemType;
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596 | } else if (type !== itemType) {
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597 | return 'mixed';
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598 | } else {
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599 | }
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600 | }
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601 |
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602 | return type;
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603 | }
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604 |
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605 |
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606 |
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607 |
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608 |
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609 |
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610 | export function last(array) {
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611 | return array[array.length - 1];
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612 | }
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613 |
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614 |
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615 |
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616 |
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617 | export function initial(array) {
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618 | return array.slice(0, array.length - 1);
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619 | }
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620 |
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621 |
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622 |
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623 |
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624 |
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625 |
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626 |
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627 | export function contains(array, item) {
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628 | return array.indexOf(item) !== -1;
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629 | } |
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