Mercurial > hgrepos > Python2 > PyMuPDF
annotate mupdf-source/thirdparty/tesseract/src/dict/trie.h @ 46:7ee69f120f19 default tip
>>>>> tag v1.26.5+1 for changeset b74429b0f5c4
| author | Franz Glasner <fzglas.hg@dom66.de> |
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| date | Sat, 11 Oct 2025 17:17:30 +0200 |
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1 /****************************************************************************** |
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2 * |
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3 * File: trie.h |
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4 * Description: Functions to build a trie data structure. |
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5 * Author: Mark Seaman, SW Productivity |
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6 * |
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7 * (c) Copyright 1987, Hewlett-Packard Company. |
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8 ** Licensed under the Apache License, Version 2.0 (the "License"); |
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9 ** you may not use this file except in compliance with the License. |
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10 ** You may obtain a copy of the License at |
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11 ** http://www.apache.org/licenses/LICENSE-2.0 |
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12 ** Unless required by applicable law or agreed to in writing, software |
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13 ** distributed under the License is distributed on an "AS IS" BASIS, |
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14 ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
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15 ** See the License for the specific language governing permissions and |
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16 ** limitations under the License. |
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17 * |
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18 *****************************************************************************/ |
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19 #ifndef TRIE_H |
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20 #define TRIE_H |
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21 |
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22 #include "dawg.h" |
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23 |
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24 namespace tesseract { |
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25 |
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26 class UNICHARSET; |
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27 |
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28 // Note: if we consider either NODE_REF or EDGE_INDEX to ever exceed |
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29 // max int32, we will need to change vector to use int64 for size |
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30 // and address indices. This does not seem to be needed immediately, |
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31 // since currently the largest number of edges limit used by tesseract |
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32 // (kMaxNumEdges in wordlist2dawg.cpp) is far less than max int32. |
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33 // There are also int casts below to satisfy the WIN32 compiler that would |
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34 // need to be changed. |
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35 // It might be cleanest to change the types of most of the Trie/Dawg related |
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36 // typedefs to int and restrict the casts to extracting these values from |
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37 // the 64 bit EDGE_RECORD. |
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38 using EDGE_INDEX = int64_t; // index of an edge in a given node |
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39 using EDGE_VECTOR = std::vector<EDGE_RECORD>; |
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40 |
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41 struct TRIE_NODE_RECORD { |
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42 EDGE_VECTOR forward_edges; |
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43 EDGE_VECTOR backward_edges; |
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44 }; |
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45 using TRIE_NODES = std::vector<TRIE_NODE_RECORD *>; |
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46 |
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47 /** |
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48 * Concrete class for Trie data structure that allows to store a list of |
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49 * words (extends Dawg base class) as well as dynamically add new words. |
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50 * This class stores a vector of pointers to TRIE_NODE_RECORDs, each of |
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51 * which has a vector of forward and backward edges. |
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52 */ |
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53 class TESS_API Trie : public Dawg { |
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54 public: |
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55 enum RTLReversePolicy { |
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56 RRP_DO_NO_REVERSE, |
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57 RRP_REVERSE_IF_HAS_RTL, |
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58 RRP_FORCE_REVERSE, |
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59 }; |
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60 |
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61 // Minimum number of concrete characters at the beginning of user patterns. |
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62 static const int kSaneNumConcreteChars = 0; |
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63 // Various unicode whitespace characters are used to denote unichar patterns, |
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64 // (character classifier would never produce these whitespace characters as a |
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65 // valid classification). |
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66 static const char kAlphaPatternUnicode[]; |
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67 static const char kDigitPatternUnicode[]; |
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68 static const char kAlphanumPatternUnicode[]; |
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69 static const char kPuncPatternUnicode[]; |
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70 static const char kLowerPatternUnicode[]; |
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71 static const char kUpperPatternUnicode[]; |
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72 |
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73 static const char *get_reverse_policy_name(RTLReversePolicy reverse_policy); |
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74 |
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75 // max_num_edges argument allows limiting the amount of memory this |
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76 // Trie can consume (if a new word insert would cause the Trie to |
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77 // contain more edges than max_num_edges, all the edges are cleared |
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78 // so that new inserts can proceed). |
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79 Trie(DawgType type, const std::string &lang, PermuterType perm, int unicharset_size, int debug_level) |
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80 : Dawg(type, lang, perm, debug_level) { |
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81 init(unicharset_size); |
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82 deref_node_index_mask_ = ~letter_mask_; |
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83 new_dawg_node(); // need to allocate node 0 |
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84 } |
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85 ~Trie() override { |
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86 for (auto node : nodes_) { |
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87 delete node; |
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88 } |
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89 } |
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90 |
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91 // Reset the Trie to empty. |
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92 void clear(); |
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93 |
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94 /** Returns the edge that corresponds to the letter out of this node. */ |
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95 EDGE_REF edge_char_of(NODE_REF node_ref, UNICHAR_ID unichar_id, bool word_end) const override { |
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96 EDGE_RECORD *edge_ptr; |
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97 EDGE_INDEX edge_index; |
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98 if (!edge_char_of(node_ref, NO_EDGE, FORWARD_EDGE, word_end, unichar_id, &edge_ptr, |
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99 &edge_index)) { |
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100 return NO_EDGE; |
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101 } |
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102 return make_edge_ref(node_ref, edge_index); |
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103 } |
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104 |
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105 /** |
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106 * Fills the given NodeChildVector with all the unichar ids (and the |
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107 * corresponding EDGE_REFs) for which there is an edge out of this node. |
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108 */ |
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109 void unichar_ids_of(NODE_REF node, NodeChildVector *vec, bool word_end) const override { |
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110 const EDGE_VECTOR &forward_edges = nodes_[static_cast<int>(node)]->forward_edges; |
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111 for (auto &edge : forward_edges) { |
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112 if (!word_end || end_of_word_from_edge_rec(edge)) { |
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113 vec->push_back( |
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114 NodeChild(unichar_id_from_edge_rec(edge), make_edge_ref(node, &edge - &forward_edges[0]))); |
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115 } |
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116 } |
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117 } |
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118 |
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119 /** |
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120 * Returns the next node visited by following the edge |
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121 * indicated by the given EDGE_REF. |
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122 */ |
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123 NODE_REF next_node(EDGE_REF edge_ref) const override { |
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124 if (edge_ref == NO_EDGE || num_edges_ == 0) { |
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125 return NO_EDGE; |
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126 } |
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127 return next_node_from_edge_rec(*deref_edge_ref(edge_ref)); |
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128 } |
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129 |
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130 /** |
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131 * Returns true if the edge indicated by the given EDGE_REF |
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132 * marks the end of a word. |
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133 */ |
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134 bool end_of_word(EDGE_REF edge_ref) const override { |
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135 if (edge_ref == NO_EDGE || num_edges_ == 0) { |
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136 return false; |
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137 } |
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138 return end_of_word_from_edge_rec(*deref_edge_ref(edge_ref)); |
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139 } |
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140 |
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141 /** Returns UNICHAR_ID stored in the edge indicated by the given EDGE_REF. */ |
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142 UNICHAR_ID edge_letter(EDGE_REF edge_ref) const override { |
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143 if (edge_ref == NO_EDGE || num_edges_ == 0) { |
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144 return INVALID_UNICHAR_ID; |
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145 } |
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146 return unichar_id_from_edge_rec(*deref_edge_ref(edge_ref)); |
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147 } |
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148 // Sets the UNICHAR_ID in the given edge_rec to unicharset_size_, marking |
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149 // the edge dead. |
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150 void KillEdge(EDGE_RECORD *edge_rec) const { |
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151 *edge_rec &= ~letter_mask_; |
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152 *edge_rec |= (unicharset_size_ << LETTER_START_BIT); |
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153 } |
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154 bool DeadEdge(const EDGE_RECORD &edge_rec) const { |
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155 return unichar_id_from_edge_rec(edge_rec) == unicharset_size_; |
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156 } |
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157 |
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158 // Prints the contents of the node indicated by the given NODE_REF. |
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159 // At most max_num_edges will be printed. |
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160 void print_node(NODE_REF node, int max_num_edges) const override; |
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161 |
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162 // Writes edges from nodes_ to an EDGE_ARRAY and creates a SquishedDawg. |
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163 // Eliminates redundant edges and returns the pointer to the SquishedDawg. |
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164 // Note: the caller is responsible for deallocating memory associated |
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165 // with the returned SquishedDawg pointer. |
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166 SquishedDawg *trie_to_dawg(); |
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167 |
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168 // Reads a list of words from the given file and adds into the Trie. |
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169 // Calls WERD_CHOICE::reverse_unichar_ids_if_rtl() according to the reverse |
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170 // policy and information in the unicharset. |
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171 // Returns false on error. |
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172 bool read_and_add_word_list(const char *filename, const UNICHARSET &unicharset, |
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173 Trie::RTLReversePolicy reverse); |
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174 |
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175 // Reads a list of words from the given file. |
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176 // Returns false on error. |
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177 bool read_word_list(const char *filename, std::vector<std::string> *words); |
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178 // Adds a list of words previously read using read_word_list to the trie |
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179 // using the given unicharset and reverse_policy to convert to unichar-ids. |
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180 // Returns false on error. |
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181 bool add_word_list(const std::vector<std::string> &words, const UNICHARSET &unicharset, |
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182 Trie::RTLReversePolicy reverse_policy); |
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183 |
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184 // Inserts the list of patterns from the given file into the Trie. |
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185 // The pattern list file should contain one pattern per line in UTF-8 format. |
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186 // |
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187 // Each pattern can contain any non-whitespace characters, however only the |
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188 // patterns that contain characters from the unicharset of the corresponding |
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189 // language will be useful. |
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190 // The only meta character is '\'. To be used in a pattern as an ordinary |
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191 // string it should be escaped with '\' (e.g. string "C:\Documents" should |
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192 // be written in the patterns file as "C:\\Documents"). |
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193 // This function supports a very limited regular expression syntax. One can |
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194 // express a character, a certain character class and a number of times the |
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195 // entity should be repeated in the pattern. |
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196 // |
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197 // To denote a character class use one of: |
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198 // \c - unichar for which UNICHARSET::get_isalpha() is true (character) |
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199 // \d - unichar for which UNICHARSET::get_isdigit() is true |
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200 // \n - unichar for which UNICHARSET::get_isdigit() or |
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201 // UNICHARSET::isalpha() are true |
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202 // \p - unichar for which UNICHARSET::get_ispunct() is true |
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203 // \a - unichar for which UNICHARSET::get_islower() is true |
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204 // \A - unichar for which UNICHARSET::get_isupper() is true |
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205 // |
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206 // \* could be specified after each character or pattern to indicate that |
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207 // the character/pattern can be repeated any number of times before the next |
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208 // character/pattern occurs. |
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209 // |
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210 // Examples: |
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211 // 1-8\d\d-GOOG-411 will be expanded to strings: |
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212 // 1-800-GOOG-411, 1-801-GOOG-411, ... 1-899-GOOG-411. |
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213 // |
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214 // http://www.\n\*.com will be expanded to strings like: |
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215 // http://www.a.com http://www.a123.com ... http://www.ABCDefgHIJKLMNop.com |
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216 // |
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217 // Note: In choosing which patterns to include please be aware of the fact |
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218 // providing very generic patterns will make tesseract run slower. |
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219 // For example \n\* at the beginning of the pattern will make Tesseract |
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220 // consider all the combinations of proposed character choices for each |
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221 // of the segmentations, which will be unacceptably slow. |
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222 // Because of potential problems with speed that could be difficult to |
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223 // identify, each user pattern has to have at least kSaneNumConcreteChars |
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224 // concrete characters from the unicharset at the beginning. |
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225 bool read_pattern_list(const char *filename, const UNICHARSET &unicharset); |
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226 |
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227 // Initializes the values of *_pattern_ unichar ids. |
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228 // This function should be called before calling read_pattern_list(). |
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229 void initialize_patterns(UNICHARSET *unicharset); |
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230 |
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231 // Fills in the given unichar id vector with the unichar ids that represent |
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232 // the patterns of the character classes of the given unichar_id. |
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233 void unichar_id_to_patterns(UNICHAR_ID unichar_id, const UNICHARSET &unicharset, |
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234 std::vector<UNICHAR_ID> *vec) const override; |
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235 |
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236 // Returns the given EDGE_REF if the EDGE_RECORD that it points to has |
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237 // a self loop and the given unichar_id matches the unichar_id stored in the |
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238 // EDGE_RECORD, returns NO_EDGE otherwise. |
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239 EDGE_REF pattern_loop_edge(EDGE_REF edge_ref, UNICHAR_ID unichar_id, |
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240 bool word_end) const override { |
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241 if (edge_ref == NO_EDGE) { |
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242 return NO_EDGE; |
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243 } |
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244 EDGE_RECORD *edge_rec = deref_edge_ref(edge_ref); |
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245 return (marker_flag_from_edge_rec(*edge_rec) && |
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246 unichar_id == unichar_id_from_edge_rec(*edge_rec) && |
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247 word_end == end_of_word_from_edge_rec(*edge_rec)) |
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248 ? edge_ref |
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249 : NO_EDGE; |
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250 } |
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251 |
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252 // Adds a word to the Trie (creates the necessary nodes and edges). |
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253 // |
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254 // If repetitions vector is not nullptr, each entry in the vector indicates |
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255 // whether the unichar id with the corresponding index in the word is allowed |
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256 // to repeat an unlimited number of times. For each entry that is true, MARKER |
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257 // flag of the corresponding edge created for this unichar id is set to true). |
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258 // |
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259 // Return true if add succeeded, false otherwise (e.g. when a word contained |
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260 // an invalid unichar id or the trie was getting too large and was cleared). |
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261 bool add_word_to_dawg(const WERD_CHOICE &word, const std::vector<bool> *repetitions); |
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262 bool add_word_to_dawg(const WERD_CHOICE &word) { |
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263 return add_word_to_dawg(word, nullptr); |
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264 } |
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265 |
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266 protected: |
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267 // The structure of an EDGE_REF for Trie edges is as follows: |
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268 // [LETTER_START_BIT, flag_start_bit_): |
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269 // edge index in *_edges in a TRIE_NODE_RECORD |
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270 // [flag_start_bit, 30th bit]: node index in nodes (TRIE_NODES vector) |
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271 // |
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272 // With this arrangement there are enough bits to represent edge indices |
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273 // (each node can have at most unicharset_size_ forward edges and |
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274 // the position of flag_start_bit is set to be log2(unicharset_size_)). |
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275 // It is also possible to accommodate a maximum number of nodes that is at |
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276 // least as large as that of the SquishedDawg representation (in SquishedDawg |
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277 // each EDGE_RECORD has 32-(flag_start_bit+NUM_FLAG_BITS) bits to represent |
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278 // the next node index). |
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279 // |
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280 |
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281 // Returns the pointer to EDGE_RECORD after decoding the location |
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282 // of the edge from the information in the given EDGE_REF. |
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283 // This function assumes that EDGE_REF holds valid node/edge indices. |
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284 inline EDGE_RECORD *deref_edge_ref(EDGE_REF edge_ref) const { |
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285 int edge_index = static_cast<int>((edge_ref & letter_mask_) >> LETTER_START_BIT); |
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286 int node_index = static_cast<int>((edge_ref & deref_node_index_mask_) >> flag_start_bit_); |
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287 TRIE_NODE_RECORD *node_rec = nodes_[node_index]; |
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288 return &(node_rec->forward_edges[edge_index]); |
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289 } |
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290 /** Constructs EDGE_REF from the given node_index and edge_index. */ |
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291 inline EDGE_REF make_edge_ref(NODE_REF node_index, EDGE_INDEX edge_index) const { |
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292 return ((node_index << flag_start_bit_) | (edge_index << LETTER_START_BIT)); |
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293 } |
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294 /** Sets up this edge record to the requested values. */ |
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295 inline void link_edge(EDGE_RECORD *edge, NODE_REF nxt, bool repeats, int direction, bool word_end, |
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296 UNICHAR_ID unichar_id) { |
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297 EDGE_RECORD flags = 0; |
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298 if (repeats) { |
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299 flags |= MARKER_FLAG; |
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300 } |
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301 if (word_end) { |
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302 flags |= WERD_END_FLAG; |
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303 } |
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304 if (direction == BACKWARD_EDGE) { |
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305 flags |= DIRECTION_FLAG; |
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306 } |
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307 *edge = ((nxt << next_node_start_bit_) | (static_cast<EDGE_RECORD>(flags) << flag_start_bit_) | |
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308 (static_cast<EDGE_RECORD>(unichar_id) << LETTER_START_BIT)); |
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309 } |
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310 /** Prints the given EDGE_RECORD. */ |
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311 inline void print_edge_rec(const EDGE_RECORD &edge_rec) const { |
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312 tprintf("|" REFFORMAT "|%s%s%s|%d|", next_node_from_edge_rec(edge_rec), |
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313 marker_flag_from_edge_rec(edge_rec) ? "R," : "", |
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314 (direction_from_edge_rec(edge_rec) == FORWARD_EDGE) ? "F" : "B", |
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315 end_of_word_from_edge_rec(edge_rec) ? ",E" : "", unichar_id_from_edge_rec(edge_rec)); |
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316 } |
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317 // Returns true if the next node in recorded the given EDGE_RECORD |
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318 // has exactly one forward edge. |
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319 inline bool can_be_eliminated(const EDGE_RECORD &edge_rec) { |
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320 NODE_REF node_ref = next_node_from_edge_rec(edge_rec); |
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321 return (node_ref != NO_EDGE && nodes_[static_cast<int>(node_ref)]->forward_edges.size() == 1); |
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322 } |
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323 |
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324 // Prints the contents of the Trie. |
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325 // At most max_num_edges will be printed for each node. |
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326 void print_all(const char *msg, int max_num_edges) { |
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327 tprintf("\n__________________________\n%s\n", msg); |
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328 for (size_t i = 0; i < nodes_.size(); ++i) { |
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329 print_node(i, max_num_edges); |
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330 } |
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331 tprintf("__________________________\n"); |
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332 } |
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333 |
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334 // Finds the edge with the given direction, word_end and unichar_id |
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335 // in the node indicated by node_ref. Fills in the pointer to the |
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336 // EDGE_RECORD and the index of the edge with the values |
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337 // corresponding to the edge found. Returns true if an edge was found. |
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338 bool edge_char_of(NODE_REF node_ref, NODE_REF next_node, int direction, bool word_end, |
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339 UNICHAR_ID unichar_id, EDGE_RECORD **edge_ptr, EDGE_INDEX *edge_index) const; |
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340 |
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341 // Adds an single edge linkage between node1 and node2 in the direction |
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342 // indicated by direction argument. |
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343 bool add_edge_linkage(NODE_REF node1, NODE_REF node2, bool repeats, int direction, bool word_end, |
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344 UNICHAR_ID unichar_id); |
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345 |
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346 // Adds forward edge linkage from node1 to node2 and the corresponding |
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347 // backward edge linkage in the other direction. |
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348 bool add_new_edge(NODE_REF node1, NODE_REF node2, bool repeats, bool word_end, |
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349 UNICHAR_ID unichar_id) { |
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350 return (add_edge_linkage(node1, node2, repeats, FORWARD_EDGE, word_end, unichar_id) && |
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351 add_edge_linkage(node2, node1, repeats, BACKWARD_EDGE, word_end, unichar_id)); |
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352 } |
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353 |
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354 // Sets the word ending flags in an already existing edge pair. |
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355 // Returns true on success. |
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356 void add_word_ending(EDGE_RECORD *edge, NODE_REF the_next_node, bool repeats, |
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357 UNICHAR_ID unichar_id); |
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358 |
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359 // Allocates space for a new node in the Trie. |
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360 NODE_REF new_dawg_node(); |
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361 |
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362 // Removes a single edge linkage to between node1 and node2 in the |
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363 // direction indicated by direction argument. |
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364 void remove_edge_linkage(NODE_REF node1, NODE_REF node2, int direction, bool word_end, |
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365 UNICHAR_ID unichar_id); |
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366 |
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367 // Removes forward edge linkage from node1 to node2 and the corresponding |
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368 // backward edge linkage in the other direction. |
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369 void remove_edge(NODE_REF node1, NODE_REF node2, bool word_end, UNICHAR_ID unichar_id) { |
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370 remove_edge_linkage(node1, node2, FORWARD_EDGE, word_end, unichar_id); |
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371 remove_edge_linkage(node2, node1, BACKWARD_EDGE, word_end, unichar_id); |
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372 } |
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373 |
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374 // Compares edge1 and edge2 in the given node to see if they point to two |
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375 // next nodes that could be collapsed. If they do, performs the reduction |
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376 // and returns true. |
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377 bool eliminate_redundant_edges(NODE_REF node, const EDGE_RECORD &edge1, const EDGE_RECORD &edge2); |
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378 |
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379 // Assuming that edge_index indicates the first edge in a group of edges |
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380 // in this node with a particular letter value, looks through these edges |
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381 // to see if any of them can be collapsed. If so does it. Returns to the |
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382 // caller when all edges with this letter have been reduced. |
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383 // Returns true if further reduction is possible with this same letter. |
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384 bool reduce_lettered_edges(EDGE_INDEX edge_index, UNICHAR_ID unichar_id, NODE_REF node, |
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385 EDGE_VECTOR *backward_edges, std::vector<bool> &reduced_nodes); |
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386 |
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387 /** |
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388 * Order num_edges of consecutive EDGE_RECORDS in the given EDGE_VECTOR in |
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389 * increasing order of unichar ids. This function is normally called |
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390 * for all edges in a single node, and since number of edges in each node |
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391 * is usually quite small, selection sort is used. |
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392 */ |
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393 void sort_edges(EDGE_VECTOR *edges); |
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394 |
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395 /** Eliminates any redundant edges from this node in the Trie. */ |
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396 void reduce_node_input(NODE_REF node, std::vector<bool> &reduced_nodes); |
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397 |
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398 // Returns the pattern unichar id for the given character class code. |
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399 UNICHAR_ID character_class_to_pattern(char ch); |
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400 |
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401 // Member variables |
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402 TRIE_NODES nodes_; // vector of nodes in the Trie |
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403 // Freelist of edges in the root backwards node that were previously zeroed. |
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404 std::vector<EDGE_INDEX> root_back_freelist_; |
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405 uint64_t num_edges_ = 0; // sum of all edges (forward and backward) |
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406 uint64_t deref_direction_mask_ = 0; // mask for EDGE_REF to extract direction |
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407 uint64_t deref_node_index_mask_ = 0; // mask for EDGE_REF to extract node index |
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408 // Variables for translating character class codes denoted in user patterns |
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409 // file to the unichar ids used to represent them in a Trie. |
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410 UNICHAR_ID alpha_pattern_ = 0; |
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411 UNICHAR_ID digit_pattern_ = 0; |
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412 UNICHAR_ID alphanum_pattern_ = 0; |
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413 UNICHAR_ID punc_pattern_ = 0; |
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414 UNICHAR_ID lower_pattern_ = 0; |
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415 UNICHAR_ID upper_pattern_ = 0; |
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416 bool initialized_patterns_ = false; |
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417 }; |
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418 |
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419 } // namespace tesseract |
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420 |
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421 #endif |
