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| 1 // Copyright (c) 2013, the Dart project authors. Please see the AUTHORS file | |
| 2 // for details. All rights reserved. Use of this source code is governed by a | |
| 3 // BSD-style license that can be found in the LICENSE file. | |
| 4 | |
| 5 library template_binding.src.list_diff; | |
| 6 | |
| 7 import 'dart:math' as math; | |
| 8 import 'package:observe/observe.dart' show ListChangeRecord; | |
| 9 | |
| 10 /** | |
| 11 * A summary of an individual change to a [List]. | |
| 12 * | |
| 13 * Each delta represents that at the [index], [removed] sequence of items were | |
| 14 * removed, and counting forward from [index], [addedCount] items were added. | |
| 15 * | |
| 16 * See also: [summarizeListChanges]. | |
| 17 */ | |
| 18 class ListChangeDelta implements ListChangeRecord { | |
| 19 /** The index of the change. */ | |
| 20 final int index; | |
| 21 | |
| 22 List _removed; | |
| 23 | |
| 24 // Note: conceptually final, but for convenience we increment it as we build | |
| 25 // the object. It will be "frozen" by the time it is returned the the user. | |
| 26 int _addedCount = 0; | |
| 27 | |
| 28 ListChangeDelta(this.index, {List removed, int addedCount: 0}) | |
| 29 : _removed = removed != null ? removed : [], | |
| 30 _addedCount = addedCount; | |
| 31 | |
| 32 // TODO(jmesserly): freeze remove list before handing it out? | |
| 33 /** The items removed, if any. Otherwise this will be an empty list. */ | |
| 34 List get removed => _removed; | |
| 35 | |
| 36 /** The number of items added. */ | |
| 37 int get addedCount => _addedCount; | |
| 38 | |
| 39 int get removedCount => _removed.length; | |
| 40 | |
| 41 /** Returns true if the provided index was changed by this operation. */ | |
| 42 bool indexChanged(key) { | |
| 43 // If key isn't an int, or before the index, then it wasn't changed. | |
| 44 if (key is! int || key < index) return false; | |
| 45 | |
| 46 // If this was a shift operation, anything after index is changed. | |
| 47 if (addedCount != removedCount) return true; | |
| 48 | |
| 49 // Otherwise, anything in the update range was changed. | |
| 50 return key < index + addedCount; | |
| 51 } | |
| 52 | |
| 53 String toString() => '#<$runtimeType index: $index, ' | |
| 54 'removed: $removed, addedCount: $addedCount>'; | |
| 55 } | |
| 56 | |
| 57 // Note: This function is *based* on the computation of the Levenshtein | |
| 58 // "edit" distance. The one change is that "updates" are treated as two | |
| 59 // edits - not one. With List splices, an update is really a delete | |
| 60 // followed by an add. By retaining this, we optimize for "keeping" the | |
| 61 // maximum array items in the original array. For example: | |
| 62 // | |
| 63 // 'xxxx123' -> '123yyyy' | |
| 64 // | |
| 65 // With 1-edit updates, the shortest path would be just to update all seven | |
| 66 // characters. With 2-edit updates, we delete 4, leave 3, and add 4. This | |
| 67 // leaves the substring '123' intact. | |
| 68 List<List<int>> _calcEditDistances(List current, int currentStart, | |
| 69 int currentEnd, List old, int oldStart, int oldEnd) { | |
| 70 // "Deletion" columns | |
| 71 var rowCount = oldEnd - oldStart + 1; | |
| 72 var columnCount = currentEnd - currentStart + 1; | |
| 73 var distances = new List(rowCount); | |
| 74 | |
| 75 // "Addition" rows. Initialize null column. | |
| 76 for (var i = 0; i < rowCount; i++) { | |
| 77 distances[i] = new List(columnCount); | |
| 78 distances[i][0] = i; | |
| 79 } | |
| 80 | |
| 81 // Initialize null row | |
| 82 for (var j = 0; j < columnCount; j++) { | |
| 83 distances[0][j] = j; | |
| 84 } | |
| 85 | |
| 86 for (var i = 1; i < rowCount; i++) { | |
| 87 for (var j = 1; j < columnCount; j++) { | |
| 88 if (identical(old[oldStart + i - 1], current[currentStart + j - 1])) { | |
| 89 distances[i][j] = distances[i - 1][j - 1]; | |
| 90 } else { | |
| 91 var north = distances[i - 1][j] + 1; | |
| 92 var west = distances[i][j - 1] + 1; | |
| 93 distances[i][j] = math.min(north, west); | |
| 94 } | |
| 95 } | |
| 96 } | |
| 97 | |
| 98 return distances; | |
| 99 } | |
| 100 | |
| 101 const _EDIT_LEAVE = 0; | |
| 102 const _EDIT_UPDATE = 1; | |
| 103 const _EDIT_ADD = 2; | |
| 104 const _EDIT_DELETE = 3; | |
| 105 | |
| 106 // This starts at the final weight, and walks "backward" by finding | |
| 107 // the minimum previous weight recursively until the origin of the weight | |
| 108 // matrix. | |
| 109 List<int> _spliceOperationsFromEditDistances(List<List<int>> distances) { | |
| 110 var i = distances.length - 1; | |
| 111 var j = distances[0].length - 1; | |
| 112 var current = distances[i][j]; | |
| 113 var edits = []; | |
| 114 while (i > 0 || j > 0) { | |
| 115 if (i == 0) { | |
| 116 edits.add(_EDIT_ADD); | |
| 117 j--; | |
| 118 continue; | |
| 119 } | |
| 120 if (j == 0) { | |
| 121 edits.add(_EDIT_DELETE); | |
| 122 i--; | |
| 123 continue; | |
| 124 } | |
| 125 var northWest = distances[i - 1][j - 1]; | |
| 126 var west = distances[i - 1][j]; | |
| 127 var north = distances[i][j - 1]; | |
| 128 | |
| 129 var min = math.min(math.min(west, north), northWest); | |
| 130 | |
| 131 if (min == northWest) { | |
| 132 if (northWest == current) { | |
| 133 edits.add(_EDIT_LEAVE); | |
| 134 } else { | |
| 135 edits.add(_EDIT_UPDATE); | |
| 136 current = northWest; | |
| 137 } | |
| 138 i--; | |
| 139 j--; | |
| 140 } else if (min == west) { | |
| 141 edits.add(_EDIT_DELETE); | |
| 142 i--; | |
| 143 current = west; | |
| 144 } else { | |
| 145 edits.add(_EDIT_ADD); | |
| 146 j--; | |
| 147 current = north; | |
| 148 } | |
| 149 } | |
| 150 | |
| 151 return edits.reversed.toList(); | |
| 152 } | |
| 153 | |
| 154 int _sharedPrefix(List arr1, List arr2, int searchLength) { | |
| 155 for (var i = 0; i < searchLength; i++) { | |
| 156 if (!identical(arr1[i], arr2[i])) { | |
| 157 return i; | |
| 158 } | |
| 159 } | |
| 160 return searchLength; | |
| 161 } | |
| 162 | |
| 163 int _sharedSuffix(List arr1, List arr2, int searchLength) { | |
| 164 var index1 = arr1.length; | |
| 165 var index2 = arr2.length; | |
| 166 var count = 0; | |
| 167 while (count < searchLength && identical(arr1[--index1], arr2[--index2])) { | |
| 168 count++; | |
| 169 } | |
| 170 return count; | |
| 171 } | |
| 172 | |
| 173 /** | |
| 174 * Lacking individual splice mutation information, the minimal set of | |
| 175 * splices can be synthesized given the previous state and final state of an | |
| 176 * array. The basic approach is to calculate the edit distance matrix and | |
| 177 * choose the shortest path through it. | |
| 178 * | |
| 179 * Complexity: O(l * p) | |
| 180 * l: The length of the current array | |
| 181 * p: The length of the old array | |
| 182 */ | |
| 183 List<ListChangeDelta> calculateSplices(List current, List previous) => | |
| 184 _calcSplices(current, 0, current.length, previous, 0, previous.length); | |
| 185 | |
| 186 List<ListChangeDelta> _calcSplices(List current, int currentStart, | |
| 187 int currentEnd, List old, int oldStart, int oldEnd) { | |
| 188 | |
| 189 var prefixCount = 0; | |
| 190 var suffixCount = 0; | |
| 191 | |
| 192 var minLength = math.min(currentEnd - currentStart, oldEnd - oldStart); | |
| 193 if (currentStart == 0 && oldStart == 0) { | |
| 194 prefixCount = _sharedPrefix(current, old, minLength); | |
| 195 } | |
| 196 | |
| 197 if (currentEnd == current.length && oldEnd == old.length) { | |
| 198 suffixCount = _sharedSuffix(current, old, minLength - prefixCount); | |
| 199 } | |
| 200 | |
| 201 currentStart += prefixCount; | |
| 202 oldStart += prefixCount; | |
| 203 currentEnd -= suffixCount; | |
| 204 oldEnd -= suffixCount; | |
| 205 | |
| 206 if (currentEnd - currentStart == 0 && oldEnd - oldStart == 0) { | |
| 207 return const []; | |
| 208 } | |
| 209 | |
| 210 if (currentStart == currentEnd) { | |
| 211 var splice = new ListChangeDelta(currentStart); | |
| 212 while (oldStart < oldEnd) { | |
| 213 splice.removed.add(old[oldStart++]); | |
| 214 } | |
| 215 | |
| 216 return [splice ]; | |
| 217 } else if (oldStart == oldEnd) | |
| 218 return [new ListChangeDelta(currentStart, | |
| 219 addedCount: currentEnd - currentStart)]; | |
| 220 | |
| 221 var ops = _spliceOperationsFromEditDistances( | |
| 222 _calcEditDistances(current, currentStart, currentEnd, old, oldStart, | |
| 223 oldEnd)); | |
| 224 | |
| 225 ListChangeDelta splice = null; | |
| 226 var splices = <ListChangeDelta>[]; | |
| 227 var index = currentStart; | |
| 228 var oldIndex = oldStart; | |
| 229 for (var i = 0; i < ops.length; i++) { | |
| 230 switch(ops[i]) { | |
| 231 case _EDIT_LEAVE: | |
| 232 if (splice != null) { | |
| 233 splices.add(splice); | |
| 234 splice = null; | |
| 235 } | |
| 236 | |
| 237 index++; | |
| 238 oldIndex++; | |
| 239 break; | |
| 240 case _EDIT_UPDATE: | |
| 241 if (splice == null) splice = new ListChangeDelta(index); | |
| 242 | |
| 243 splice._addedCount++; | |
| 244 index++; | |
| 245 | |
| 246 splice.removed.add(old[oldIndex]); | |
| 247 oldIndex++; | |
| 248 break; | |
| 249 case _EDIT_ADD: | |
| 250 if (splice == null) splice = new ListChangeDelta(index); | |
| 251 | |
| 252 splice._addedCount++; | |
| 253 index++; | |
| 254 break; | |
| 255 case _EDIT_DELETE: | |
| 256 if (splice == null) splice = new ListChangeDelta(index); | |
| 257 | |
| 258 splice.removed.add(old[oldIndex]); | |
| 259 oldIndex++; | |
| 260 break; | |
| 261 } | |
| 262 } | |
| 263 | |
| 264 if (splice != null) { | |
| 265 splices.add(splice); | |
| 266 } | |
| 267 return splices; | |
| 268 } | |
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