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<a href="dynamic__partition_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">// Copyright 2010-2018 Google LLC</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment">// Licensed under the Apache License, Version 2.0 (the "License");</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment">// you may not use this file except in compliance with the License.</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment">// You may obtain a copy of the License at</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment">//</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="comment">// http://www.apache.org/licenses/LICENSE-2.0</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="comment">//</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="comment">// Unless required by applicable law or agreed to in writing, software</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="comment">// distributed under the License is distributed on an "AS IS" BASIS,</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="comment">// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="comment">// See the License for the specific language governing permissions and</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="comment">// limitations under the License.</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> </div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="comment">// TODO(user,user): refine this toplevel comment when this file settles.</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment">//</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment">// Two dynamic partition classes: one that incrementally splits a partition</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="comment">// into more and more parts; one that incrementally merges a partition into less</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="comment">// and less parts.</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="comment">//</span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="comment">// GLOSSARY:</span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="comment">// The partition classes maintain a partition of N integers 0..N-1</span></div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="comment">// (aka "elements") into disjoint equivalence classes (aka "parts").</span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="comment">//</span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="comment">// SAFETY:</span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="comment">// Like std::vector<int> crashes when used improperly, these classes are not</span></div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="comment">// "safe": most of their methods may crash if called with invalid arguments. The</span></div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="comment">// client code is responsible for using this class properly. A few DCHECKs()</span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="comment">// will help catch bugs, though.</span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> </div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor">#ifndef OR_TOOLS_ALGORITHMS_DYNAMIC_PARTITION_H_</span></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="preprocessor">#define OR_TOOLS_ALGORITHMS_DYNAMIC_PARTITION_H_</span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> </div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="preprocessor">#include <string></span></div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="preprocessor">#include <vector></span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> </div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="preprocessor">#include "ortools/base/logging.h"</span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> </div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="keyword">namespace </span><a class="code" href="namespaceoperations__research.html">operations_research</a> {</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> </div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> <span class="comment">// Partition class that supports incremental splitting, with backtracking.</span></div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span> <span class="comment">// See http://en.wikipedia.org/wiki/Partition_refinement .</span></div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> <span class="comment">// More precisely, the supported edit operations are:</span></div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="comment">// - Refine the partition so that a subset S (typically, |S| <<< N)</span></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="comment">// of elements are all considered non-equivalent to any element in ¬S.</span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> <span class="comment">// Typically, this should be done in O(|S|).</span></div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> <span class="comment">// - Undo the above operations (backtracking).</span></div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> <span class="comment">//</span></div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> <span class="comment">// TODO(user): rename this to BacktrackableSplittingPartition.</span></div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> <span class="keyword">class </span>DynamicPartition {</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <span class="comment">// Creates a DynamicPartition on n elements, numbered 0..n-1. Start with</span></div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  <span class="comment">// the trivial partition (only one subset containing all elements).</span></div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  <span class="keyword">explicit</span> DynamicPartition(<span class="keywordtype">int</span> num_elements);</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span> </div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>  <span class="comment">// Ditto, but specify the initial part of each elements. Part indices must</span></div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  <span class="comment">// form a dense integer set starting at 0; eg. [2, 1, 0, 1, 1, 3, 0] is valid.</span></div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  <span class="keyword">explicit</span> DynamicPartition(<span class="keyword">const</span> std::vector<int>& initial_part_of_element);</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span> </div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <span class="comment">// Accessors.</span></div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <span class="keywordtype">int</span> NumElements()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> element_.size(); }</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <span class="keyword">const</span> <span class="keywordtype">int</span> NumParts()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> part_.size(); }</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> </div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="comment">// To iterate over the elements in part #i:</span></div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  <span class="comment">// for (int element : partition.ElementsInPart(i)) { ... }</span></div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <span class="comment">//</span></div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  <span class="comment">// ORDERING OF ELEMENTS INSIDE PARTS: the order of elements within a given</span></div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  <span class="comment">// part is volatile, and may change with Refine() or UndoRefine*() operations,</span></div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="comment">// even if the part itself doesn't change.</span></div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  <span class="keyword">struct </span>IterablePart;</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  IterablePart ElementsInPart(<span class="keywordtype">int</span> i) <span class="keyword">const</span>;</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span> </div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <span class="keywordtype">int</span> PartOf(<span class="keywordtype">int</span> element) <span class="keyword">const</span>;</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <span class="keywordtype">int</span> SizeOfPart(<span class="keywordtype">int</span> part) <span class="keyword">const</span>;</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  <span class="keywordtype">int</span> ParentOfPart(<span class="keywordtype">int</span> part) <span class="keyword">const</span>;</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span> </div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  <span class="comment">// A handy shortcut to ElementsInPart(PartOf(e)). The returned IterablePart</span></div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  <span class="comment">// will never be empty, since it contains at least i.</span></div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  IterablePart ElementsInSamePartAs(<span class="keywordtype">int</span> i) <span class="keyword">const</span>;</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span> </div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <span class="comment">// Returns a fingerprint of the given part. While collisions are possible,</span></div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  <span class="comment">// their probability is quite low. Two parts that have the same size and the</span></div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  <span class="comment">// same fingerprint are most likely identical.</span></div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  <span class="comment">// Also, two parts that have the exact same set of elements will *always*</span></div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  <span class="comment">// have the same fingerprint.</span></div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  uint64 FprintOfPart(<span class="keywordtype">int</span> part) <span class="keyword">const</span>;</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span> </div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  <span class="comment">// Refines the partition such that elements that are in distinguished_subset</span></div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  <span class="comment">// never share the same part as elements that aren't in that subset.</span></div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  <span class="comment">// This might be a no-op: in that case, NumParts() won't change, but the</span></div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  <span class="comment">// order of elements inside each part may change.</span></div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  <span class="comment">//</span></div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  <span class="comment">// ORDERING OF PARTS:</span></div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  <span class="comment">// For each i such that Part #i has a non-trivial intersection with</span></div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  <span class="comment">// "distinguished_subset" (neither empty, nor the full Part); Part #i is</span></div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  <span class="comment">// stripped out of all elements that are in "distinguished_subset", and</span></div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  <span class="comment">// those elements are sent to a newly created part, whose parent_part = i.</span></div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  <span class="comment">// The parts newly created by a single Refine() operations are sorted</span></div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  <span class="comment">// by parent_part.</span></div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  <span class="comment">// Example: a Refine() on a partition with 6 parts causes parts #1, #3 and</span></div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  <span class="comment">// #4 to be split: the partition will now contain 3 new parts: part #6 (with</span></div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  <span class="comment">// parent_part = 1), part #7 (with parent_part = 3) and part #8 (with</span></div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  <span class="comment">// parent_part = 4).</span></div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  <span class="comment">//</span></div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  <span class="comment">// TODO(user): the graph symmetry finder could probably benefit a lot from</span></div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  <span class="comment">// keeping track of one additional bit of information for each part that</span></div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  <span class="comment">// remains unchanged by a Refine() operation: was that part entirely *in*</span></div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  <span class="comment">// the distinguished subset or entirely *out*?</span></div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  <span class="keywordtype">void</span> Refine(<span class="keyword">const</span> std::vector<int>& distinguished_subset);</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span> </div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  <span class="comment">// Undo one or several Refine() operations, until the number of parts</span></div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  <span class="comment">// becomes equal to "original_num_parts".</span></div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  <span class="comment">// Prerequisite: NumParts() >= original_num_parts.</span></div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  <span class="keywordtype">void</span> UndoRefineUntilNumPartsEqual(<span class="keywordtype">int</span> original_num_parts);</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span> </div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  <span class="comment">// Dump the partition to a std::string. There might be different conventions</span></div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  <span class="comment">// for sorting the parts and the elements inside them.</span></div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  <span class="keyword">enum</span> DebugStringSorting {</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  <span class="comment">// Elements are sorted within parts, and parts are then sorted</span></div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  <span class="comment">// lexicographically.</span></div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  SORT_LEXICOGRAPHICALLY,</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  <span class="comment">// Elements are sorted within parts, and parts are kept in order.</span></div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  SORT_BY_PART,</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  };</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  std::string DebugString(DebugStringSorting sorting) <span class="keyword">const</span>;</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span> </div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>  <span class="comment">// ADVANCED USAGE:</span></div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  <span class="comment">// All elements (0..n-1) of the partition, sorted in a way that's compatible</span></div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  <span class="comment">// with the hierarchical partitioning:</span></div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  <span class="comment">// - All the elements of any given part are contiguous.</span></div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  <span class="comment">// - Elements of a part P are always after elements of part Parent(P).</span></div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  <span class="comment">// - The order remains identical (and the above property holds) after any</span></div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  <span class="comment">// UndoRefine*() operation.</span></div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  <span class="comment">// Note that the order does get changed by Refine() operations.</span></div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <span class="comment">// This is a reference, so it'll only remain valid and constant until the</span></div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  <span class="comment">// class is destroyed or until Refine() get called.</span></div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  <span class="keyword">const</span> std::vector<int>& ElementsInHierarchicalOrder()<span class="keyword"> const </span>{</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  <span class="keywordflow">return</span> element_;</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  }</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span> </div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  <span class="comment">// A DynamicPartition instance maintains a list of all of its elements,</span></div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  <span class="comment">// 'sorted' by partitions: elements of the same subset are contiguous</span></div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  <span class="comment">// in that list.</span></div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  std::vector<int> element_;</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span> </div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span>  <span class="comment">// The reverse of elements_[]: element_[index_of_[i]] = i.</span></div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>  std::vector<int> index_of_;</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span> </div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  <span class="comment">// part_of_[i] is the index of the part that contains element i.</span></div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  std::vector<int> part_of_;</div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span> </div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>  <span class="keyword">struct </span>Part {</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  <span class="comment">// This part holds elements[start_index .. end_index-1].</span></div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  <span class="comment">// INVARIANT: end_index > start_index.</span></div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  <span class="keywordtype">int</span> start_index; <span class="comment">// Inclusive</span></div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  <span class="keywordtype">int</span> end_index; <span class="comment">// Exclusive</span></div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span> </div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  <span class="comment">// The Part that this part was split out of. See the comment at Refine().</span></div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  <span class="comment">// INVARIANT: part[i].parent_part <= i, and the equality holds iff part[i]</span></div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  <span class="comment">// has no parent.</span></div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  <span class="keywordtype">int</span> parent_part; <span class="comment">// Index into the part[] array.</span></div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span> </div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  <span class="comment">// The part's fingerprint is the XOR of all fingerprints of its elements.</span></div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  <span class="comment">// See FprintOfInt32() in the .cc.</span></div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  uint64 fprint;</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span> </div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  Part() : start_index(0), end_index(0), parent_part(0), fprint(0) {}</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  Part(<span class="keywordtype">int</span> start_index, <span class="keywordtype">int</span> end_index, <span class="keywordtype">int</span> parent_part, uint64 fprint)</div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  : start_index(start_index),</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  end_index(end_index),</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>  parent_part(parent_part),</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span>  fprint(fprint) {}</div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span>  };</div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span>  std::vector<Part> part_; <span class="comment">// The disjoint parts.</span></div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span> </div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span>  <span class="comment">// Used temporarily and exclusively by Refine(). This prevents Refine()</span></div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span>  <span class="comment">// from being thread-safe.</span></div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span>  <span class="comment">// INVARIANT: tmp_counter_of_part_ contains only 0s before and after Refine().</span></div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>  std::vector<int> tmp_counter_of_part_;</div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span>  std::vector<int> tmp_affected_parts_;</div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span> };</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span> </div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span> <span class="keyword">struct </span>DynamicPartition::IterablePart {</div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>  std::vector<int>::const_iterator begin()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> begin_; }</div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span>  std::vector<int>::const_iterator end()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> end_; }</div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>  std::vector<int>::const_iterator begin_;</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>  std::vector<int>::const_iterator end_;</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span> </div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span>  <span class="keywordtype">int</span> size()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> end_ - begin_; }</div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span> </div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  IterablePart() {}</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>  IterablePart(<span class="keyword">const</span> std::vector<int>::const_iterator& b,</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>  <span class="keyword">const</span> std::vector<int>::const_iterator& e)</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>  : begin_(b), end_(e) {}</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span> </div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span>  <span class="comment">// These typedefs allow this iterator to be used within testing::ElementsAre.</span></div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span>  <span class="keyword">typedef</span> <span class="keywordtype">int</span> value_type;</div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>  <span class="keyword">typedef</span> std::vector<int>::const_iterator const_iterator;</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span> };</div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span> </div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span> <span class="comment">// Partition class that supports incremental merging, using the union-find</span></div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span> <span class="comment">// algorithm (see http://en.wikipedia.org/wiki/Disjoint-set_data_structure).</span></div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span> <span class="keyword">class </span>MergingPartition {</div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span>  <span class="comment">// At first, all nodes are in their own singleton part.</span></div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>  MergingPartition() { Reset(0); }</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>  <span class="keyword">explicit</span> MergingPartition(<span class="keywordtype">int</span> num_nodes) { Reset(num_nodes); }</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>  <span class="keywordtype">void</span> Reset(<span class="keywordtype">int</span> num_nodes);</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span> </div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span>  <span class="keywordtype">int</span> NumNodes()<span class="keyword"> const </span>{ <span class="keywordflow">return</span> parent_.size(); }</div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span> </div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span>  <span class="comment">// Complexity: amortized O(Ackermann⁻¹(N)) -- which is essentially O(1) --</span></div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>  <span class="comment">// where N is the number of nodes.</span></div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span>  <span class="comment">//</span></div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  <span class="comment">// Return value: If this merge caused a representative node (of either node1</span></div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  <span class="comment">// or node2) to stop being a representative (because only one can remain);</span></div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>  <span class="comment">// this method returns that removed representative. Otherwise it returns -1.</span></div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>  <span class="comment">//</span></div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span>  <span class="comment">// Details: a smaller part will always be merged onto a larger one.</span></div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>  <span class="comment">// Upons ties, the smaller representative becomes the overall representative.</span></div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span>  <span class="keywordtype">int</span> MergePartsOf(<span class="keywordtype">int</span> node1, <span class="keywordtype">int</span> node2); <span class="comment">// The 'union' of the union-find.</span></div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span> </div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>  <span class="comment">// Get the representative of "node" (a node in the same equivalence class,</span></div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  <span class="comment">// which will also be returned for any other "node" in the same class).</span></div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span>  <span class="comment">// The complexity if the same as MergePartsOf().</span></div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>  <span class="keywordtype">int</span> GetRootAndCompressPath(<span class="keywordtype">int</span> node);</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span> </div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>  <span class="comment">// Specialized reader API: prunes "nodes" to only keep at most one node per</span></div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span>  <span class="comment">// part: any node which is in the same part as an earlier node will be pruned.</span></div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>  <span class="keywordtype">void</span> KeepOnlyOneNodePerPart(std::vector<int>* nodes);</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span> </div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>  <span class="comment">// Output the whole partition as node equivalence classes: if there are K</span></div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>  <span class="comment">// parts and N nodes, node_equivalence_classes[i] will contain the part index</span></div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span>  <span class="comment">// (a number in 0..K-1) of node #i. Parts will be sorted by their first node</span></div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>  <span class="comment">// (i.e. node 0 will always be in part 0; then the next node that isn't in</span></div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>  <span class="comment">// part 0 will be in part 1, and so on).</span></div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  <span class="comment">// Returns the number K of classes.</span></div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  <span class="keywordtype">int</span> FillEquivalenceClasses(std::vector<int>* node_equivalence_classes);</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span> </div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>  <span class="comment">// Dump all components, with nodes sorted within each part and parts</span></div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>  <span class="comment">// sorted lexicographically. Eg. "0 1 3 4 | 2 5 | 6 7 8".</span></div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span>  std::string DebugString();</div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span> </div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span>  <span class="comment">// Advanced usage: sets 'node' to be in its original singleton. All nodes</span></div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span>  <span class="comment">// who may point to 'node' as a parent will remain in an inconsistent state.</span></div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span>  <span class="comment">// This can be used to reinitialize a MergingPartition that has been sparsely</span></div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span>  <span class="comment">// modified in O(|modifications|).</span></div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span>  <span class="comment">// CRASHES IF USED INCORRECTLY.</span></div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span>  <span class="keywordtype">void</span> ResetNode(<span class="keywordtype">int</span> node);</div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span> </div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span>  <span class="keywordtype">int</span> NumNodesInSamePartAs(<span class="keywordtype">int</span> node) {</div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span>  <span class="keywordflow">return</span> part_size_[GetRootAndCompressPath(node)];</div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span>  }</div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span> </div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span>  <span class="comment">// FOR DEBUGGING OR SPECIAL "CONST" ACCESS ONLY:</span></div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span>  <span class="comment">// Find the root of the union-find tree with leaf 'node', i.e. its</span></div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span>  <span class="comment">// representative node, but don't use path compression.</span></div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span>  <span class="comment">// The amortized complexity can be as bad as log(N), as opposed to the</span></div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span>  <span class="comment">// version using path compression.</span></div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span>  <span class="keywordtype">int</span> GetRoot(<span class="keywordtype">int</span> node) <span class="keyword">const</span>;</div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span> </div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span>  <span class="comment">// Along the upwards path from 'node' to its root, set the parent of all</span></div><div class="line"><a name="l00264"></a><span class="lineno"> 264</span>  <span class="comment">// nodes (including the root) to 'parent'.</span></div><div class="line"><a name="l00265"></a><span class="lineno"> 265</span>  <span class="keywordtype">void</span> SetParentAlongPathToRoot(<span class="keywordtype">int</span> node, <span class="keywordtype">int</span> parent);</div><div class="line"><a name="l00266"></a><span class="lineno"> 266</span> </div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span>  std::vector<int> parent_;</div><div class="line"><a name="l00268"></a><span class="lineno"> 268</span>  std::vector<int> part_size_;</div><div class="line"><a name="l00269"></a><span class="lineno"> 269</span> </div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span>  <span class="comment">// Used transiently by KeepOnlyOneNodePerPart().</span></div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span>  std::vector<bool> tmp_part_bit_;</div><div class="line"><a name="l00272"></a><span class="lineno"> 272</span> };</div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span> </div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span> <span class="comment">// *** Implementation of inline methods of the above classes. ***</span></div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span> </div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span> <span class="keyword">inline</span> DynamicPartition::IterablePart DynamicPartition::ElementsInPart(</div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span>  <span class="keywordtype">int</span> i)<span class="keyword"> const </span>{</div><div class="line"><a name="l00278"></a><span class="lineno"> 278</span>  DCHECK_GE(i, 0);</div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span>  DCHECK_LT(i, NumParts());</div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span>  <span class="keywordflow">return</span> IterablePart(element_.begin() + part_[i].start_index,</div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span>  element_.begin() + part_[i].end_index);</div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span> }</div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span> </div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span> <span class="keyword">inline</span> <span class="keywordtype">int</span> DynamicPartition::PartOf(<span class="keywordtype">int</span> element)<span class="keyword"> const </span>{</div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span>  DCHECK_GE(element, 0);</div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span>  DCHECK_LT(element, part_of_.size());</div><div class="line"><a name="l00287"></a><span class="lineno"> 287</span>  <span class="keywordflow">return</span> part_of_[element];</div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span> }</div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span> </div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span> <span class="keyword">inline</span> <span class="keywordtype">int</span> DynamicPartition::SizeOfPart(<span class="keywordtype">int</span> part)<span class="keyword"> const </span>{</div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span>  DCHECK_GE(part, 0);</div><div class="line"><a name="l00292"></a><span class="lineno"> 292</span>  DCHECK_LT(part, part_.size());</div><div class="line"><a name="l00293"></a><span class="lineno"> 293</span>  <span class="keyword">const</span> Part& p = part_[part];</div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span>  <span class="keywordflow">return</span> p.end_index - p.start_index;</div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span> }</div><div class="line"><a name="l00296"></a><span class="lineno"> 296</span> </div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span> <span class="keyword">inline</span> <span class="keywordtype">int</span> DynamicPartition::ParentOfPart(<span class="keywordtype">int</span> part)<span class="keyword"> const </span>{</div><div class="line"><a name="l00298"></a><span class="lineno"> 298</span>  DCHECK_GE(part, 0);</div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span>  DCHECK_LT(part, part_.size());</div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span>  <span class="keywordflow">return</span> part_[part].parent_part;</div><div class="line"><a name="l00301"></a><span class="lineno"> 301</span> }</div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span> </div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span> <span class="keyword">inline</span> DynamicPartition::IterablePart DynamicPartition::ElementsInSamePartAs(</div><div class="line"><a name="l00304"></a><span class="lineno"> 304</span>  <span class="keywordtype">int</span> i)<span class="keyword"> const </span>{</div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span>  <span class="keywordflow">return</span> ElementsInPart(PartOf(i));</div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span> }</div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span> </div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span> <span class="keyword">inline</span> uint64 DynamicPartition::FprintOfPart(<span class="keywordtype">int</span> part)<span class="keyword"> const </span>{</div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span>  DCHECK_GE(part, 0);</div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span>  DCHECK_LT(part, part_.size());</div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span>  <span class="keywordflow">return</span> part_[part].fprint;</div><div class="line"><a name="l00312"></a><span class="lineno"> 312</span> }</div><div class="line"><a name="l00313"></a><span class="lineno"> 313</span> </div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span> <span class="keyword">inline</span> <span class="keywordtype">int</span> MergingPartition::GetRoot(<span class="keywordtype">int</span> node)<span class="keyword"> const </span>{</div><div class="line"><a name="l00315"></a><span class="lineno"> 315</span>  DCHECK_GE(node, 0);</div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span>  DCHECK_LT(node, NumNodes());</div><div class="line"><a name="l00317"></a><span class="lineno"> 317</span>  <span class="keywordtype">int</span> child = node;</div><div class="line"><a name="l00318"></a><span class="lineno"> 318</span>  <span class="keywordflow">while</span> (<span class="keyword">true</span>) {</div><div class="line"><a name="l00319"></a><span class="lineno"> 319</span>  <span class="keyword">const</span> <span class="keywordtype">int</span> parent = parent_[child];</div><div class="line"><a name="l00320"></a><span class="lineno"> 320</span>  <span class="keywordflow">if</span> (parent == child) <span class="keywordflow">return</span> child;</div><div class="line"><a name="l00321"></a><span class="lineno"> 321</span>  child = parent;</div><div class="line"><a name="l00322"></a><span class="lineno"> 322</span>  }</div><div class="line"><a name="l00323"></a><span class="lineno"> 323</span> }</div><div class="line"><a name="l00324"></a><span class="lineno"> 324</span> </div><div class="line"><a name="l00325"></a><span class="lineno"> 325</span> <span class="keyword">inline</span> <span class="keywordtype">void</span> MergingPartition::SetParentAlongPathToRoot(<span class="keywordtype">int</span> node, <span class="keywordtype">int</span> parent) {</div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span>  DCHECK_GE(node, 0);</div><div class="line"><a name="l00327"></a><span class="lineno"> 327</span>  DCHECK_LT(node, NumNodes());</div><div class="line"><a name="l00328"></a><span class="lineno"> 328</span>  DCHECK_GE(parent, 0);</div><div class="line"><a name="l00329"></a><span class="lineno"> 329</span>  DCHECK_LT(parent, NumNodes());</div><div class="line"><a name="l00330"></a><span class="lineno"> 330</span>  <span class="keywordtype">int</span> child = node;</div><div class="line"><a name="l00331"></a><span class="lineno"> 331</span>  <span class="keywordflow">while</span> (<span class="keyword">true</span>) {</div><div class="line"><a name="l00332"></a><span class="lineno"> 332</span>  <span class="keyword">const</span> <span class="keywordtype">int</span> old_parent = parent_[child];</div><div class="line"><a name="l00333"></a><span class="lineno"> 333</span>  parent_[child] = parent;</div><div class="line"><a name="l00334"></a><span class="lineno"> 334</span>  <span class="keywordflow">if</span> (old_parent == child) <span class="keywordflow">return</span>;</div><div class="line"><a name="l00335"></a><span class="lineno"> 335</span>  child = old_parent;</div><div class="line"><a name="l00336"></a><span class="lineno"> 336</span>  }</div><div class="line"><a name="l00337"></a><span class="lineno"> 337</span> }</div><div class="line"><a name="l00338"></a><span class="lineno"> 338</span> </div><div class="line"><a name="l00339"></a><span class="lineno"> 339</span> <span class="keyword">inline</span> <span class="keywordtype">void</span> MergingPartition::ResetNode(<span class="keywordtype">int</span> node) {</div><div class="line"><a name="l00340"></a><span class="lineno"> 340</span>  DCHECK_GE(node, 0);</div><div class="line"><a name="l00341"></a><span class="lineno"> 341</span>  DCHECK_LT(node, NumNodes());</div><div class="line"><a name="l00342"></a><span class="lineno"> 342</span>  parent_[node] = node;</div><div class="line"><a name="l00343"></a><span class="lineno"> 343</span>  part_size_[node] = 1;</div><div class="line"><a name="l00344"></a><span class="lineno"> 344</span> }</div><div class="line"><a name="l00345"></a><span class="lineno"> 345</span> </div><div class="line"><a name="l00346"></a><span class="lineno"> 346</span> } <span class="comment">// namespace operations_research</span></div><div class="line"><a name="l00347"></a><span class="lineno"> 347</span> </div><div class="line"><a name="l00348"></a><span class="lineno"> 348</span> <span class="preprocessor">#endif // OR_TOOLS_ALGORITHMS_DYNAMIC_PARTITION_H_</span></div><div class="ttc" id="namespaceoperations__research_html"><div class="ttname"><a href="namespaceoperations__research.html">operations_research</a></div><div class="ttdef"><b>Definition:</b> <a href="dense__doubly__linked__list_8h_source.html#l00021">dense_doubly_linked_list.h:21</a></div></div>
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