Mercurial > hgrepos > Python2 > PyMuPDF
annotate mupdf-source/thirdparty/tesseract/src/dict/dict.h @ 2:b50eed0cc0ef upstream
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| author | Franz Glasner <fzglas.hg@dom66.de> |
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| date | Mon, 15 Sep 2025 11:43:07 +0200 |
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1 /////////////////////////////////////////////////////////////////////// |
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2 // File: dict.h |
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3 // Description: dict class. |
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4 // Author: Samuel Charron |
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5 // |
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6 // (C) Copyright 2006, Google Inc. |
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7 // Licensed under the Apache License, Version 2.0 (the "License"); |
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8 // you may not use this file except in compliance with the License. |
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9 // You may obtain a copy of the License at |
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10 // http://www.apache.org/licenses/LICENSE-2.0 |
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11 // Unless required by applicable law or agreed to in writing, software |
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12 // distributed under the License is distributed on an "AS IS" BASIS, |
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13 // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
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14 // See the License for the specific language governing permissions and |
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15 // limitations under the License. |
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16 // |
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17 /////////////////////////////////////////////////////////////////////// |
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18 |
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19 #ifndef TESSERACT_DICT_DICT_H_ |
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20 #define TESSERACT_DICT_DICT_H_ |
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21 |
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22 #ifdef HAVE_CONFIG_H |
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23 # include "config_auto.h" // DISABLED_LEGACY_ENGINE |
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24 #endif |
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25 |
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26 #ifndef DISABLED_LEGACY_ENGINE |
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27 # include "ambigs.h" |
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28 #endif |
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29 #include "dawg.h" |
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30 #include "dawg_cache.h" |
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31 #include "ratngs.h" |
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32 #include "stopper.h" |
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33 #include "trie.h" |
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34 #include "unicharset.h" |
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35 #ifndef DISABLED_LEGACY_ENGINE |
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36 # include "params_training_featdef.h" |
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37 #endif // ndef DISABLED_LEGACY_ENGINE |
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38 |
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39 namespace tesseract { |
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40 |
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41 class MATRIX; |
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42 class WERD_RES; |
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43 |
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44 #define CHARS_PER_LINE 500 |
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45 #define MAX_WERD_LENGTH (int64_t)128 |
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46 #define NO_RATING -1 |
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47 |
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48 /** Struct used to hold temporary information about fragments. */ |
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49 struct CHAR_FRAGMENT_INFO { |
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50 UNICHAR_ID unichar_id; |
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51 const CHAR_FRAGMENT *fragment; |
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52 int num_fragments; |
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53 float rating; |
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54 float certainty; |
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55 }; |
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56 |
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57 using DawgVector = std::vector<Dawg *>; |
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58 |
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59 // |
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60 // Constants |
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61 // |
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62 static const int kRatingPad = 4; |
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63 static const int kDictMaxWildcards = 2; // max wildcards for a word |
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64 // TODO(daria): If hyphens are different in different languages and can be |
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65 // inferred from training data we should load their values dynamically. |
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66 static const char kHyphenSymbol[] = "-"; |
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67 static const char kSlashSymbol[] = "/"; |
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68 static const char kQuestionSymbol[] = "?"; |
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69 static const char kApostropheSymbol[] = "'"; |
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70 static const float kSimCertaintyScale = -10.0; // similarity matcher scaling |
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71 static const float kSimCertaintyOffset = -10.0; // similarity matcher offset |
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72 static const float kSimilarityFloor = 100.0; // worst E*L product to stop on |
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73 static const int kDocDictMaxRepChars = 4; |
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74 |
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75 // Enum for describing whether the x-height for the word is consistent: |
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76 // 0 - everything is good. |
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77 // 1 - there are one or two secondary (but consistent) baselines |
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78 // [think subscript and superscript], or there is an oversized |
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79 // first character. |
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80 // 2 - the word is inconsistent. |
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81 enum XHeightConsistencyEnum { XH_GOOD, XH_SUBNORMAL, XH_INCONSISTENT }; |
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82 |
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83 struct DawgArgs { |
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84 DawgArgs(DawgPositionVector *d, DawgPositionVector *up, PermuterType p) |
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85 : active_dawgs(d), updated_dawgs(up), permuter(p), valid_end(false) {} |
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86 |
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87 DawgPositionVector *active_dawgs; |
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88 DawgPositionVector *updated_dawgs; |
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89 PermuterType permuter; |
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90 // True if the current position is a valid word end. |
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91 bool valid_end; |
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92 }; |
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93 |
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94 class TESS_API Dict { |
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95 public: |
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96 Dict(CCUtil *image_ptr); |
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97 ~Dict(); |
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98 const CCUtil *getCCUtil() const { |
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99 return ccutil_; |
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100 } |
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101 CCUtil *getCCUtil() { |
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102 return ccutil_; |
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103 } |
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104 const UNICHARSET &getUnicharset() const { |
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105 return getCCUtil()->unicharset; |
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106 } |
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107 UNICHARSET &getUnicharset() { |
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108 return getCCUtil()->unicharset; |
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109 } |
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110 #ifndef DISABLED_LEGACY_ENGINE |
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111 const UnicharAmbigs &getUnicharAmbigs() const { |
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112 return getCCUtil()->unichar_ambigs; |
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113 } |
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114 #endif |
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115 // Returns true if unichar_id is a word compounding character like - or /. |
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116 inline bool compound_marker(UNICHAR_ID unichar_id) { |
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117 const UNICHARSET &unicharset = getUnicharset(); |
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118 ASSERT_HOST(unicharset.contains_unichar_id(unichar_id)); |
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119 const auto &normed_ids = unicharset.normed_ids(unichar_id); |
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120 return normed_ids.size() == 1 && |
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121 (normed_ids[0] == hyphen_unichar_id_ || normed_ids[0] == slash_unichar_id_); |
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122 } |
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123 // Returns true if unichar_id is an apostrophe-like character that may |
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124 // separate prefix/suffix words from a main body word. |
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125 inline bool is_apostrophe(UNICHAR_ID unichar_id) { |
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126 const UNICHARSET &unicharset = getUnicharset(); |
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127 ASSERT_HOST(unicharset.contains_unichar_id(unichar_id)); |
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128 const auto &normed_ids = unicharset.normed_ids(unichar_id); |
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129 return normed_ids.size() == 1 && normed_ids[0] == apostrophe_unichar_id_; |
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130 } |
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131 |
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132 /* hyphen.cpp ************************************************************/ |
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133 |
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134 /// Returns true if we've recorded the beginning of a hyphenated word. |
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135 inline bool hyphenated() const { |
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136 return !last_word_on_line_ && hyphen_word_; |
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137 } |
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138 /// Size of the base word (the part on the line before) of a hyphenated word. |
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139 inline int hyphen_base_size() const { |
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140 return this->hyphenated() ? hyphen_word_->length() : 0; |
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141 } |
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142 /// If this word is hyphenated copy the base word (the part on |
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143 /// the line before) of a hyphenated word into the given word. |
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144 /// This function assumes that word is not nullptr. |
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145 inline void copy_hyphen_info(WERD_CHOICE *word) const { |
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146 if (this->hyphenated()) { |
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147 *word = *hyphen_word_; |
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148 if (hyphen_debug_level) { |
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149 word->print("copy_hyphen_info: "); |
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150 } |
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151 } |
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152 } |
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153 /// Check whether the word has a hyphen at the end. |
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154 inline bool has_hyphen_end(const UNICHARSET *unicharset, UNICHAR_ID unichar_id, |
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155 bool first_pos) const { |
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156 if (!last_word_on_line_ || first_pos) { |
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157 return false; |
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158 } |
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159 ASSERT_HOST(unicharset->contains_unichar_id(unichar_id)); |
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160 const auto &normed_ids = unicharset->normed_ids(unichar_id); |
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161 return normed_ids.size() == 1 && normed_ids[0] == hyphen_unichar_id_; |
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162 } |
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163 /// Same as above, but check the unichar at the end of the word. |
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164 inline bool has_hyphen_end(const WERD_CHOICE &word) const { |
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165 int word_index = word.length() - 1; |
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166 return has_hyphen_end(word.unicharset(), word.unichar_id(word_index), word_index == 0); |
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167 } |
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168 /// Unless the previous word was the last one on the line, and the current |
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169 /// one is not (thus it is the first one on the line), erase hyphen_word_, |
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170 /// clear hyphen_active_dawgs_, update last_word_on_line_. |
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171 void reset_hyphen_vars(bool last_word_on_line); |
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172 /// Update hyphen_word_, and copy the given DawgPositionVectors into |
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173 /// hyphen_active_dawgs_ . |
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174 void set_hyphen_word(const WERD_CHOICE &word, const DawgPositionVector &active_dawgs); |
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175 |
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176 /* permdawg.cpp ************************************************************/ |
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177 // Note: Functions in permdawg.cpp are only used by NoDangerousAmbig(). |
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178 // When this function is refactored, permdawg.cpp can be removed. |
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179 |
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180 /// Copies word into best_choice if its rating is smaller |
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181 /// than that of best_choice. |
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182 inline void update_best_choice(const WERD_CHOICE &word, WERD_CHOICE *best_choice) { |
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183 if (word.rating() < best_choice->rating()) { |
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184 *best_choice = word; |
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185 } |
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186 } |
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187 /// Fill the given active_dawgs vector with dawgs that could contain the |
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188 /// beginning of the word. If hyphenated() returns true, copy the entries |
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189 /// from hyphen_active_dawgs_ instead. |
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190 void init_active_dawgs(DawgPositionVector *active_dawgs, bool ambigs_mode) const; |
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191 // Fill the given vector with the default collection of any-length dawgs |
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192 void default_dawgs(DawgPositionVector *anylength_dawgs, bool suppress_patterns) const; |
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193 |
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194 /// Recursively explore all the possible character combinations in |
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195 /// the given char_choices. Use go_deeper_dawg_fxn() to explore all the |
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196 /// dawgs in the dawgs_ vector in parallel and discard invalid words. |
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197 /// |
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198 /// Allocate and return a WERD_CHOICE with the best valid word found. |
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199 WERD_CHOICE *dawg_permute_and_select(const BLOB_CHOICE_LIST_VECTOR &char_choices, |
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200 float rating_limit); |
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201 /// If the choice being composed so far could be a dictionary word |
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202 /// and we have not reached the end of the word keep exploring the |
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203 /// char_choices further. |
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204 void go_deeper_dawg_fxn(const char *debug, const BLOB_CHOICE_LIST_VECTOR &char_choices, |
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205 int char_choice_index, const CHAR_FRAGMENT_INFO *prev_char_frag_info, |
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206 bool word_ending, WERD_CHOICE *word, float certainties[], float *limit, |
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207 WERD_CHOICE *best_choice, int *attempts_left, void *void_more_args); |
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208 |
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209 /// Pointer to go_deeper function. |
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210 void (Dict::*go_deeper_fxn_)(const char *debug, const BLOB_CHOICE_LIST_VECTOR &char_choices, |
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211 int char_choice_index, const CHAR_FRAGMENT_INFO *prev_char_frag_info, |
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212 bool word_ending, WERD_CHOICE *word, float certainties[], |
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213 float *limit, WERD_CHOICE *best_choice, int *attempts_left, |
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214 void *void_more_args); |
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215 // |
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216 // Helper functions for dawg_permute_and_select(). |
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217 // |
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218 void permute_choices(const char *debug, const BLOB_CHOICE_LIST_VECTOR &char_choices, |
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219 int char_choice_index, const CHAR_FRAGMENT_INFO *prev_char_frag_info, |
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220 WERD_CHOICE *word, float certainties[], float *limit, |
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221 WERD_CHOICE *best_choice, int *attempts_left, void *more_args); |
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222 |
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223 void append_choices(const char *debug, const BLOB_CHOICE_LIST_VECTOR &char_choices, |
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224 const BLOB_CHOICE &blob_choice, int char_choice_index, |
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225 const CHAR_FRAGMENT_INFO *prev_char_frag_info, WERD_CHOICE *word, |
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226 float certainties[], float *limit, WERD_CHOICE *best_choice, |
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227 int *attempts_left, void *more_args); |
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228 |
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229 bool fragment_state_okay(UNICHAR_ID curr_unichar_id, float curr_rating, float curr_certainty, |
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230 const CHAR_FRAGMENT_INFO *prev_char_frag_info, const char *debug, |
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231 int word_ending, CHAR_FRAGMENT_INFO *char_frag_info); |
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232 |
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233 /* stopper.cpp *************************************************************/ |
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234 #if !defined(DISABLED_LEGACY_ENGINE) |
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235 bool NoDangerousAmbig(WERD_CHOICE *BestChoice, DANGERR *fixpt, bool fix_replaceable, |
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236 MATRIX *ratings); |
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237 #endif // !defined(DISABLED_LEGACY_ENGINE) |
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238 // Replaces the corresponding wrong ngram in werd_choice with the correct |
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239 // one. The whole correct n-gram is inserted into the ratings matrix and |
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240 // the werd_choice: no more fragments!. Rating and certainty of new entries |
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241 // in matrix and werd_choice are the sum and mean of the wrong ngram |
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242 // respectively. |
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243 // E.g. for werd_choice mystring'' and ambiguity ''->": werd_choice becomes |
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244 // mystring", with a new entry in the ratings matrix for ". |
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245 void ReplaceAmbig(int wrong_ngram_begin_index, int wrong_ngram_size, UNICHAR_ID correct_ngram_id, |
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246 WERD_CHOICE *werd_choice, MATRIX *ratings); |
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247 |
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248 /// Returns the length of the shortest alpha run in WordChoice. |
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249 int LengthOfShortestAlphaRun(const WERD_CHOICE &WordChoice) const; |
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250 /// Returns true if the certainty of the BestChoice word is within a |
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251 /// reasonable range of the average certainties for the best choices for |
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252 /// each character in the segmentation. This test is used to catch words |
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253 /// in which one character is much worse than the other characters in the |
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254 /// word (i.e. false will be returned in that case). The algorithm computes |
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255 /// the mean and std deviation of the certainties in the word with the worst |
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256 /// certainty thrown out. |
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257 int UniformCertainties(const WERD_CHOICE &word); |
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258 /// Returns true if the given best_choice is good enough to stop. |
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259 bool AcceptableChoice(const WERD_CHOICE &best_choice, XHeightConsistencyEnum xheight_consistency); |
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260 /// Returns false if the best choice for the current word is questionable |
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261 /// and should be tried again on the second pass or should be flagged to |
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262 /// the user. |
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263 bool AcceptableResult(WERD_RES *word) const; |
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264 #if !defined(DISABLED_LEGACY_ENGINE) |
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265 void EndDangerousAmbigs(); |
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266 #endif // !defined(DISABLED_LEGACY_ENGINE) |
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267 /// Prints the current choices for this word to stdout. |
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268 void DebugWordChoices(); |
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269 /// Sets up stopper variables in preparation for the first pass. |
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270 void SetupStopperPass1(); |
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271 /// Sets up stopper variables in preparation for the second pass. |
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272 void SetupStopperPass2(); |
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273 /* context.cpp *************************************************************/ |
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274 /// Check a string to see if it matches a set of lexical rules. |
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275 int case_ok(const WERD_CHOICE &word) const; |
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276 /// Returns true if the word looks like an absolute garbage |
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277 /// (e.g. image mistakenly recognized as text). |
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278 bool absolute_garbage(const WERD_CHOICE &word, const UNICHARSET &unicharset); |
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279 |
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280 /* dict.cpp ****************************************************************/ |
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281 |
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282 /// Initialize Dict class - load dawgs from [lang].traineddata and |
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283 /// user-specified wordlist and parttern list. |
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284 static DawgCache *GlobalDawgCache(); |
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285 // Sets up ready for a Load or LoadLSTM. |
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286 void SetupForLoad(DawgCache *dawg_cache); |
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287 // Loads the dawgs needed by Tesseract. Call FinishLoad() after. |
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288 void Load(const std::string &lang, TessdataManager *data_file); |
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289 // Loads the dawgs needed by the LSTM model. Call FinishLoad() after. |
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290 void LoadLSTM(const std::string &lang, TessdataManager *data_file); |
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291 // Completes the loading process after Load() and/or LoadLSTM(). |
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292 // Returns false if no dictionaries were loaded. |
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293 bool FinishLoad(); |
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294 void End(); |
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295 |
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296 // Resets the document dictionary analogous to ResetAdaptiveClassifier. |
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297 void ResetDocumentDictionary() { |
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298 if (pending_words_ != nullptr) { |
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299 pending_words_->clear(); |
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300 } |
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301 if (document_words_ != nullptr) { |
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302 document_words_->clear(); |
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303 } |
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304 } |
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305 |
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306 /** |
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307 * Returns the maximal permuter code (from ccstruct/ratngs.h) if in light |
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308 * of the current state the letter at word_index in the given word |
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309 * is allowed according to at least one of the dawgs in dawgs_, |
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310 * otherwise returns NO_PERM. |
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311 * |
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312 * The state is described by void_dawg_args, which are interpreted as |
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313 * DawgArgs and contain relevant active dawg positions. |
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314 * Each entry in the active_dawgs vector contains an index |
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315 * into the dawgs_ vector and an EDGE_REF that indicates the last edge |
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316 * followed in the dawg. It also may contain a position in the punctuation |
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317 * dawg which describes surrounding punctuation (see struct DawgPosition). |
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318 * |
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319 * Input: |
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320 * At word_index 0 dawg_args->active_dawgs should contain an entry for each |
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321 * dawg that may start at the beginning of a word, with punc_ref and edge_ref |
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322 * initialized to NO_EDGE. Since the punctuation dawg includes the empty |
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323 * pattern " " (meaning anything without surrounding punctuation), having a |
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324 * single entry for the punctuation dawg will cover all dawgs reachable |
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325 * there from -- that includes all number and word dawgs. The only dawg |
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326 * non-reachable from the punctuation_dawg is the pattern dawg. |
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327 * If hyphen state needs to be applied, initial dawg_args->active_dawgs can |
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328 * be copied from the saved hyphen state (maintained by Dict). |
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329 * For word_index > 0 the corresponding state (active_dawgs and punc position) |
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330 * can be obtained from dawg_args->updated_dawgs passed to |
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331 * def_letter_is_okay for word_index-1. |
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332 * Note: the function assumes that active_dawgs, and updated_dawgs |
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333 * member variables of dawg_args are not nullptr. |
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334 * |
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335 * Output: |
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336 * The function fills in dawg_args->updated_dawgs vector with the |
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337 * entries for dawgs that contain the word up to the letter at word_index. |
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338 * |
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339 */ |
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340 |
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341 // |
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parents:
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|
342 int def_letter_is_okay(void *void_dawg_args, const UNICHARSET &unicharset, UNICHAR_ID unichar_id, |
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|
343 bool word_end) const; |
|
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344 |
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|
345 int (Dict::*letter_is_okay_)(void *void_dawg_args, const UNICHARSET &unicharset, |
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|
346 UNICHAR_ID unichar_id, bool word_end) const; |
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347 /// Calls letter_is_okay_ member function. |
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348 int LetterIsOkay(void *void_dawg_args, const UNICHARSET &unicharset, UNICHAR_ID unichar_id, |
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|
349 bool word_end) const { |
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|
350 return (this->*letter_is_okay_)(void_dawg_args, unicharset, unichar_id, word_end); |
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351 } |
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352 |
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353 /// Probability in context function used by the ngram permuter. |
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354 double (Dict::*probability_in_context_)(const char *lang, const char *context, int context_bytes, |
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355 const char *character, int character_bytes); |
|
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356 /// Calls probability_in_context_ member function. |
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357 double ProbabilityInContext(const char *context, int context_bytes, const char *character, |
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358 int character_bytes) { |
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359 return (this->*probability_in_context_)(getCCUtil()->lang.c_str(), context, context_bytes, |
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360 character, character_bytes); |
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361 } |
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362 |
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parents:
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|
363 /// Default (no-op) implementation of probability in context function. |
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364 double def_probability_in_context(const char *lang, const char *context, int context_bytes, |
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|
365 const char *character, int character_bytes) { |
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|
366 (void)lang; |
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|
367 (void)context; |
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|
368 (void)context_bytes; |
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|
369 (void)character; |
|
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|
370 (void)character_bytes; |
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371 return 0.0; |
|
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|
372 } |
|
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373 |
|
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|
374 inline void SetWildcardID(UNICHAR_ID id) { |
|
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375 wildcard_unichar_id_ = id; |
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376 } |
|
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|
377 inline UNICHAR_ID WildcardID() const { |
|
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378 return wildcard_unichar_id_; |
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379 } |
|
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|
380 /// Return the number of dawgs in the dawgs_ vector. |
|
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381 inline int NumDawgs() const { |
|
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382 return dawgs_.size(); |
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383 } |
|
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parents:
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384 /// Return i-th dawg pointer recorded in the dawgs_ vector. |
|
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|
385 inline const Dawg *GetDawg(int index) const { |
|
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386 return dawgs_[index]; |
|
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387 } |
|
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388 /// Return the points to the punctuation dawg. |
|
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parents:
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|
389 inline const Dawg *GetPuncDawg() const { |
|
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|
390 return punc_dawg_; |
|
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|
391 } |
|
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parents:
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|
392 /// Return the points to the unambiguous words dawg. |
|
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parents:
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|
393 inline const Dawg *GetUnambigDawg() const { |
|
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parents:
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|
394 return unambig_dawg_; |
|
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|
395 } |
|
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parents:
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|
396 /// Returns the appropriate next node given the EDGE_REF. |
|
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parents:
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|
397 static inline NODE_REF GetStartingNode(const Dawg *dawg, EDGE_REF edge_ref) { |
|
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parents:
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|
398 if (edge_ref == NO_EDGE) { |
|
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parents:
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|
399 return 0; // beginning to explore the dawg |
|
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parents:
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|
400 } |
|
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parents:
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|
401 NODE_REF node = dawg->next_node(edge_ref); |
|
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parents:
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|
402 if (node == 0) { |
|
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parents:
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|
403 node = NO_EDGE; // end of word |
|
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parents:
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|
404 } |
|
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ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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parents:
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|
405 return node; |
|
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parents:
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|
406 } |
|
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parents:
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|
407 |
|
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parents:
diff
changeset
|
408 // Given a unichar from a string and a given dawg, return the unichar |
|
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parents:
diff
changeset
|
409 // we should use to match in that dawg type. (for example, in the number |
|
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ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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parents:
diff
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|
410 // dawg, all numbers are transformed to kPatternUnicharId). |
|
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ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
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|
411 UNICHAR_ID char_for_dawg(const UNICHARSET &unicharset, UNICHAR_ID ch, const Dawg *dawg) const { |
|
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parents:
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changeset
|
412 if (!dawg) { |
|
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parents:
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|
413 return ch; |
|
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parents:
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changeset
|
414 } |
|
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parents:
diff
changeset
|
415 switch (dawg->type()) { |
|
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Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
416 case DAWG_TYPE_NUMBER: |
|
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Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
417 return unicharset.get_isdigit(ch) ? Dawg::kPatternUnicharID : ch; |
|
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ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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parents:
diff
changeset
|
418 default: |
|
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parents:
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|
419 return ch; |
|
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parents:
diff
changeset
|
420 } |
|
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ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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parents:
diff
changeset
|
421 } |
|
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ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
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parents:
diff
changeset
|
422 |
|
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ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
423 /// For each of the character classes of the given unichar_id (and the |
|
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ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
424 /// unichar_id itself) finds the corresponding outgoing node or self-loop |
|
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ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
425 /// in the given dawg and (after checking that it is valid) records it in |
|
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ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
426 /// dawg_args->updated_ative_dawgs. Updates current_permuter if any valid |
|
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Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
427 /// edges were found. |
|
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ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
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|
428 void ProcessPatternEdges(const Dawg *dawg, const DawgPosition &info, UNICHAR_ID unichar_id, |
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429 bool word_end, DawgArgs *dawg_args, |
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430 PermuterType *current_permuter) const; |
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431 |
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432 /// Read/Write/Access special purpose dawgs which contain words |
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433 /// only of a certain length (used for phrase search for |
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434 /// non-space-delimited languages). |
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435 |
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436 /// Check all the DAWGs to see if this word is in any of them. |
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437 inline static bool valid_word_permuter(uint8_t perm, bool numbers_ok) { |
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438 return (perm == SYSTEM_DAWG_PERM || perm == FREQ_DAWG_PERM || perm == DOC_DAWG_PERM || |
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439 perm == USER_DAWG_PERM || perm == USER_PATTERN_PERM || perm == COMPOUND_PERM || |
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440 (numbers_ok && perm == NUMBER_PERM)); |
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441 } |
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442 int valid_word(const WERD_CHOICE &word, bool numbers_ok) const; |
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443 int valid_word(const WERD_CHOICE &word) const { |
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444 return valid_word(word, false); // return NO_PERM for words with digits |
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445 } |
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446 int valid_word_or_number(const WERD_CHOICE &word) const { |
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447 return valid_word(word, true); // return NUMBER_PERM for valid numbers |
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448 } |
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449 /// This function is used by api/tesseract_cube_combiner.cpp |
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450 int valid_word(const char *string) const { |
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451 WERD_CHOICE word(string, getUnicharset()); |
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452 return valid_word(word); |
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453 } |
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454 // Do the two WERD_CHOICEs form a meaningful bigram? |
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455 bool valid_bigram(const WERD_CHOICE &word1, const WERD_CHOICE &word2) const; |
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456 /// Returns true if the word contains a valid punctuation pattern. |
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457 /// Note: Since the domains of punctuation symbols and symblos |
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458 /// used in numbers are not disjoint, a valid number might contain |
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459 /// an invalid punctuation pattern (e.g. .99). |
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460 bool valid_punctuation(const WERD_CHOICE &word); |
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461 /// Returns true if a good answer is found for the unknown blob rating. |
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462 int good_choice(const WERD_CHOICE &choice); |
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463 /// Adds a word found on this document to the document specific dictionary. |
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464 void add_document_word(const WERD_CHOICE &best_choice); |
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465 /// Adjusts the rating of the given word. |
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466 void adjust_word(WERD_CHOICE *word, bool nonword, XHeightConsistencyEnum xheight_consistency, |
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467 float additional_adjust, bool modify_rating, bool debug); |
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468 /// Set wordseg_rating_adjust_factor_ to the given value. |
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469 inline void SetWordsegRatingAdjustFactor(float f) { |
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470 wordseg_rating_adjust_factor_ = f; |
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471 } |
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472 /// Returns true if the language is space-delimited (not CJ, or T). |
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473 bool IsSpaceDelimitedLang() const; |
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474 |
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475 private: |
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476 /** Private member variables. */ |
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477 CCUtil *ccutil_; |
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478 /** |
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479 * Table that stores ambiguities computed during training |
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480 * (loaded when NoDangerousAmbigs() is called for the first time). |
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481 * Each entry i in the table stores a set of amibiguities whose |
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482 * wrong ngram starts with unichar id i. |
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483 */ |
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484 #ifndef DISABLED_LEGACY_ENGINE |
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485 UnicharAmbigs *dang_ambigs_table_ = nullptr; |
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486 /** Same as above, but for ambiguities with replace flag set. */ |
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487 UnicharAmbigs *replace_ambigs_table_ = nullptr; |
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488 #endif |
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489 /** Additional certainty padding allowed before a word is rejected. */ |
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490 float reject_offset_; |
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491 // Cached UNICHAR_IDs: |
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492 UNICHAR_ID wildcard_unichar_id_; // kDictWildcard. |
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493 UNICHAR_ID apostrophe_unichar_id_; // kApostropheSymbol. |
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494 UNICHAR_ID question_unichar_id_; // kQuestionSymbol. |
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495 UNICHAR_ID slash_unichar_id_; // kSlashSymbol. |
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496 UNICHAR_ID hyphen_unichar_id_; // kHyphenSymbol. |
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497 // Hyphen-related variables. |
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|
498 WERD_CHOICE *hyphen_word_; |
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|
499 DawgPositionVector hyphen_active_dawgs_; |
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|
500 bool last_word_on_line_; |
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501 // List of lists of "equivalent" UNICHAR_IDs for the purposes of dictionary |
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|
502 // matching. The first member of each list is taken as canonical. For |
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|
503 // example, the first list contains hyphens and dashes with the first symbol |
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504 // being the ASCII hyphen minus. |
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|
505 std::vector<std::vector<UNICHAR_ID>> equivalent_symbols_; |
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|
506 // Dawg Cache reference - this is who we ask to allocate/deallocate dawgs. |
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|
507 DawgCache *dawg_cache_; |
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|
508 bool dawg_cache_is_ours_; // we should delete our own dawg_cache_ |
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|
509 // Dawgs. |
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|
510 DawgVector dawgs_; |
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|
511 SuccessorListsVector successors_; |
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512 Trie *pending_words_; |
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parents:
diff
changeset
|
513 /// The following pointers are only cached for convenience. |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
514 /// The dawgs will be deleted when dawgs_ vector is destroyed. |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
515 // bigram_dawg_ points to a dawg of two-word bigrams which always supersede if |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
516 // any of them are present on the best choices list for a word pair. |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
517 // the bigrams are stored as space-separated words where: |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
518 // (1) leading and trailing punctuation has been removed from each word and |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
519 // (2) any digits have been replaced with '?' marks. |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
520 Dawg *bigram_dawg_; |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
521 // TODO(daria): need to support multiple languages in the future, |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
522 // so maybe will need to maintain a list of dawgs of each kind. |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
523 Dawg *freq_dawg_; |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
524 Dawg *unambig_dawg_; |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
525 Dawg *punc_dawg_; |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
526 Trie *document_words_; |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
527 /// Current segmentation cost adjust factor for word rating. |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
528 /// See comments in incorporate_segcost. |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
529 float wordseg_rating_adjust_factor_; |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
530 // File for recording ambiguities discovered during dictionary search. |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
531 FILE *output_ambig_words_file_; |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
532 |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
533 public: |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
534 /// Variable members. |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
535 /// These have to be declared and initialized after image_ptr_, which contains |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
536 /// the pointer to the params vector - the member of its base CCUtil class. |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
537 STRING_VAR_H(user_words_file); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
538 STRING_VAR_H(user_words_suffix); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
539 STRING_VAR_H(user_patterns_file); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
540 STRING_VAR_H(user_patterns_suffix); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
541 BOOL_VAR_H(load_system_dawg); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
542 BOOL_VAR_H(load_freq_dawg); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
543 BOOL_VAR_H(load_unambig_dawg); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
544 BOOL_VAR_H(load_punc_dawg); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
545 BOOL_VAR_H(load_number_dawg); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
546 BOOL_VAR_H(load_bigram_dawg); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
547 double_VAR_H(xheight_penalty_subscripts); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
548 double_VAR_H(xheight_penalty_inconsistent); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
549 double_VAR_H(segment_penalty_dict_frequent_word); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
550 double_VAR_H(segment_penalty_dict_case_ok); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
551 double_VAR_H(segment_penalty_dict_case_bad); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
552 double_VAR_H(segment_penalty_dict_nonword); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
553 double_VAR_H(segment_penalty_garbage); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
554 STRING_VAR_H(output_ambig_words_file); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
555 INT_VAR_H(dawg_debug_level); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
556 INT_VAR_H(hyphen_debug_level); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
557 BOOL_VAR_H(use_only_first_uft8_step); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
558 double_VAR_H(certainty_scale); |
|
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ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
559 double_VAR_H(stopper_nondict_certainty_base); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
560 double_VAR_H(stopper_phase2_certainty_rejection_offset); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
561 INT_VAR_H(stopper_smallword_size); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
562 double_VAR_H(stopper_certainty_per_char); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
563 double_VAR_H(stopper_allowable_character_badness); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
564 INT_VAR_H(stopper_debug_level); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
565 BOOL_VAR_H(stopper_no_acceptable_choices); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
566 INT_VAR_H(tessedit_truncate_wordchoice_log); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
567 STRING_VAR_H(word_to_debug); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
568 BOOL_VAR_H(segment_nonalphabetic_script); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
569 BOOL_VAR_H(save_doc_words); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
570 double_VAR_H(doc_dict_pending_threshold); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
571 double_VAR_H(doc_dict_certainty_threshold); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
572 INT_VAR_H(max_permuter_attempts); |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
573 }; |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
574 |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
575 } // namespace tesseract |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
576 |
|
b50eed0cc0ef
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
Franz Glasner <fzglas.hg@dom66.de>
parents:
diff
changeset
|
577 #endif // THIRD_PARTY_TESSERACT_DICT_DICT_H_ |
