diff mupdf-source/thirdparty/tesseract/src/ccstruct/pageres.h @ 2:b50eed0cc0ef upstream

ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4. The directory name has changed: no version number in the expanded directory now.
author Franz Glasner <fzglas.hg@dom66.de>
date Mon, 15 Sep 2025 11:43:07 +0200
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/mupdf-source/thirdparty/tesseract/src/ccstruct/pageres.h	Mon Sep 15 11:43:07 2025 +0200
@@ -0,0 +1,810 @@
+/**********************************************************************
+ * File:        pageres.h  (Formerly page_res.h)
+ * Description: Results classes used by control.c
+ * Author:      Phil Cheatle
+ *
+ * (C) Copyright 1992, Hewlett-Packard Ltd.
+ ** Licensed under the Apache License, Version 2.0 (the "License");
+ ** you may not use this file except in compliance with the License.
+ ** You may obtain a copy of the License at
+ ** http://www.apache.org/licenses/LICENSE-2.0
+ ** Unless required by applicable law or agreed to in writing, software
+ ** distributed under the License is distributed on an "AS IS" BASIS,
+ ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ ** See the License for the specific language governing permissions and
+ ** limitations under the License.
+ *
+ **********************************************************************/
+
+#ifndef PAGERES_H
+#define PAGERES_H
+
+#include "blamer.h"        // for BlamerBundle (ptr only), IRR_NUM_REASONS
+#include "clst.h"          // for CLIST_ITERATOR, CLISTIZEH
+#include "elst.h"          // for ELIST_ITERATOR, ELIST_LINK, ELISTIZEH
+#include "genericvector.h" // for PointerVector
+#include "matrix.h"        // for MATRIX
+#include "normalis.h"      // for DENORM
+#include "ratngs.h"        // for WERD_CHOICE, BLOB_CHOICE (ptr only)
+#include "rect.h"          // for TBOX
+#include "rejctmap.h"      // for REJMAP
+#include "unicharset.h"    // for UNICHARSET, UNICHARSET::Direction, UNI...
+#include "werd.h"          // for WERD, W_BOL, W_EOL
+
+#include <tesseract/unichar.h> // for UNICHAR_ID, INVALID_UNICHAR_ID
+
+#include <cstdint>    // for int32_t, int16_t
+#include <functional> // for std::function
+#include <set>        // for std::pair
+#include <vector>     // for std::vector
+
+#include <sys/types.h> // for int8_t
+
+struct Pix;
+
+namespace tesseract {
+
+class BLOCK;
+class BLOCK_LIST;
+class BLOCK_RES;
+class ROW;
+class ROW_RES;
+class SEAM;
+class WERD_RES;
+
+struct TWERD;
+
+class BoxWord;
+class Tesseract;
+struct FontInfo;
+
+/* Forward declarations */
+
+class BLOCK_RES;
+
+ELISTIZEH(BLOCK_RES)
+CLISTIZEH(BLOCK_RES)
+class ROW_RES;
+
+ELISTIZEH(ROW_RES)
+class WERD_RES;
+
+ELISTIZEH(WERD_RES)
+
+/*************************************************************************
+ * PAGE_RES - Page results
+ *************************************************************************/
+class PAGE_RES { // page result
+public:
+  int32_t char_count;
+  int32_t rej_count;
+  BLOCK_RES_LIST block_res_list;
+  bool rejected;
+  // Updated every time PAGE_RES_IT iterating on this PAGE_RES moves to
+  // the next word. This pointer is not owned by PAGE_RES class.
+  WERD_CHOICE **prev_word_best_choice;
+  // Sums of blame reasons computed by the blamer.
+  std::vector<int> blame_reasons;
+  // Debug information about all the misadaptions on this page.
+  // Each BlamerBundle contains an index into this vector, so that words that
+  // caused misadaption could be marked. However, since words could be
+  // deleted/split/merged, the log is stored on the PAGE_RES level.
+  std::vector<std::string> misadaption_log;
+
+  inline void Init() {
+    char_count = 0;
+    rej_count = 0;
+    rejected = false;
+    prev_word_best_choice = nullptr;
+    blame_reasons.clear();
+    blame_reasons.resize(IRR_NUM_REASONS);
+  }
+
+  PAGE_RES() {
+    Init();
+  } // empty constructor
+
+  PAGE_RES(bool merge_similar_words,
+           BLOCK_LIST *block_list, // real blocks
+           WERD_CHOICE **prev_word_best_choice_ptr);
+
+  ~PAGE_RES() = default;
+};
+
+/*************************************************************************
+ * BLOCK_RES - Block results
+ *************************************************************************/
+
+class BLOCK_RES : public ELIST_LINK {
+public:
+  BLOCK *block;       // real block
+  int32_t char_count; // chars in block
+  int32_t rej_count;  // rejected chars
+  int16_t font_class; //
+  int16_t row_count;
+  float x_height;
+  bool font_assigned; // block already
+  //      processed
+
+  ROW_RES_LIST row_res_list;
+
+  BLOCK_RES() = default;
+
+  BLOCK_RES(bool merge_similar_words, BLOCK *the_block); // real block
+
+  ~BLOCK_RES() = default;
+};
+
+/*************************************************************************
+ * ROW_RES - Row results
+ *************************************************************************/
+
+class ROW_RES : public ELIST_LINK {
+public:
+  ROW *row;                     // real row
+  int32_t char_count;           // chars in block
+  int32_t rej_count;            // rejected chars
+  int32_t whole_word_rej_count; // rejs in total rej wds
+  WERD_RES_LIST word_res_list;
+
+  ROW_RES() = default;
+
+  ROW_RES(bool merge_similar_words, ROW *the_row); // real row
+
+  ~ROW_RES() = default;
+};
+
+/*************************************************************************
+ * WERD_RES - Word results
+ *************************************************************************/
+enum CRUNCH_MODE { CR_NONE, CR_KEEP_SPACE, CR_LOOSE_SPACE, CR_DELETE };
+
+// WERD_RES is a collection of publicly accessible members that gathers
+// information about a word result.
+class TESS_API WERD_RES : public ELIST_LINK {
+public:
+  // Which word is which?
+  // There are 3 coordinate spaces in use here: a possibly rotated pixel space,
+  // the original image coordinate space, and the BLN space in which the
+  // baseline of a word is at kBlnBaselineOffset, the xheight is kBlnXHeight,
+  // and the x-middle of the word is at 0.
+  // In the rotated pixel space, coordinates correspond to the input image,
+  // but may be rotated about the origin by a multiple of 90 degrees,
+  // and may therefore be negative.
+  // In any case a rotation by denorm.block()->re_rotation() will take them
+  // back to the original image.
+  // The other differences between words all represent different stages of
+  // processing during recognition.
+
+  // ---------------------------INPUT-------------------------------------
+
+  // The word is the input C_BLOBs in the rotated pixel space.
+  // word is NOT owned by the WERD_RES unless combination is true.
+  // All the other word pointers ARE owned by the WERD_RES.
+  WERD *word = nullptr; // Input C_BLOB word.
+
+  // -------------SETUP BY SetupFor*Recognition---READONLY-INPUT------------
+
+  // The bln_boxes contains the bounding boxes (only) of the input word, in the
+  // BLN space. The lengths of word and bln_boxes
+  // match as they are both before any chopping.
+  // TODO(rays) determine if docqual does anything useful and delete bln_boxes
+  // if it doesn't.
+  tesseract::BoxWord *bln_boxes = nullptr; // BLN input bounding boxes.
+  // The ROW that this word sits in. NOT owned by the WERD_RES.
+  ROW *blob_row = nullptr;
+  // The denorm provides the transformation to get back to the rotated image
+  // coords from the chopped_word/rebuild_word BLN coords, but each blob also
+  // has its own denorm.
+  DENORM denorm; // For use on chopped_word.
+  // Unicharset used by the classifier output in best_choice and raw_choice.
+  const UNICHARSET *uch_set = nullptr; // For converting back to utf8.
+
+  // ----Initialized by SetupFor*Recognition---BUT OUTPUT FROM RECOGNITION----
+  // ----Setup to a (different!) state expected by the various classifiers----
+  // TODO(rays) Tidy and make more consistent.
+
+  // The chopped_word is also in BLN space, and represents the fully chopped
+  // character fragments that make up the word.
+  // The length of chopped_word matches length of seam_array + 1 (if set).
+  TWERD *chopped_word = nullptr; // BLN chopped fragments output.
+  // Vector of SEAM* holding chopping points matching chopped_word.
+  std::vector<SEAM *> seam_array;
+  // Widths of blobs in chopped_word.
+  std::vector<int> blob_widths;
+  // Gaps between blobs in chopped_word. blob_gaps[i] is the gap between
+  // blob i and blob i+1.
+  std::vector<int> blob_gaps;
+  // Stores the lstm choices of every timestep
+  std::vector<std::vector<std::pair<const char *, float>>> timesteps;
+  // Stores the lstm choices of every timestep segmented by character
+  std::vector<std::vector<std::vector<std::pair<const char *, float>>>>
+      segmented_timesteps;
+  // Symbolchoices acquired during CTC
+  std::vector<std::vector<std::pair<const char *, float>>> CTC_symbol_choices;
+  // Stores if the timestep vector starts with a space
+  bool leading_space = false;
+  // Stores value when the word ends
+  int end = 0;
+  // Ratings matrix contains classifier choices for each classified combination
+  // of blobs. The dimension is the same as the number of blobs in chopped_word
+  // and the leading diagonal corresponds to classifier results of the blobs
+  // in chopped_word. The state_ members of best_choice, raw_choice and
+  // best_choices all correspond to this ratings matrix and allow extraction
+  // of the blob choices for any given WERD_CHOICE.
+  MATRIX *ratings = nullptr; // Owned pointer.
+  // Pointer to the first WERD_CHOICE in best_choices. This is the result that
+  // will be output from Tesseract. Note that this is now a borrowed pointer
+  // and should NOT be deleted.
+  WERD_CHOICE *best_choice = nullptr; // Borrowed pointer.
+  // The best raw_choice found during segmentation search. Differs from the
+  // best_choice by being the best result according to just the character
+  // classifier, not taking any language model information into account.
+  // Unlike best_choice, the pointer IS owned by this WERD_RES.
+  WERD_CHOICE *raw_choice = nullptr; // Owned pointer.
+  // Alternative results found during chopping/segmentation search stages.
+  // Note that being an ELIST, best_choices owns the WERD_CHOICEs.
+  WERD_CHOICE_LIST best_choices;
+
+  // Truth bounding boxes, text and incorrect choice reason.
+  BlamerBundle *blamer_bundle = nullptr;
+
+  // --------------OUTPUT FROM RECOGNITION-------------------------------
+  // --------------Not all fields are necessarily set.-------------------
+  // ---best_choice, raw_choice *must* end up set, with a box_word-------
+  // ---In complete output, the number of blobs in rebuild_word matches---
+  // ---the number of boxes in box_word, the number of unichar_ids in---
+  // ---best_choice, the number of ints in best_state, and the number---
+  // ---of strings in correct_text--------------------------------------
+  // ---SetupFake Sets everything to appropriate values if the word is---
+  // ---known to be bad before recognition.------------------------------
+
+  // The rebuild_word is also in BLN space, but represents the final best
+  // segmentation of the word. Its length is therefore the same as box_word.
+  TWERD *rebuild_word = nullptr; // BLN best segmented word.
+  // The box_word is in the original image coordinate space. It is the
+  // bounding boxes of the rebuild_word, after denormalization.
+  // The length of box_word matches rebuild_word, best_state (if set) and
+  // correct_text (if set), as well as best_choice and represents the
+  // number of classified units in the output.
+  tesseract::BoxWord *box_word = nullptr; // Denormalized output boxes.
+  // The Tesseract that was used to recognize this word. Just a borrowed
+  // pointer. Note: Tesseract's class definition is in a higher-level library.
+  // We avoid introducing a cyclic dependency by not using the Tesseract
+  // within WERD_RES. We are just storing it to provide access to it
+  // for the top-level multi-language controller, and maybe for output of
+  // the recognized language.
+  // tesseract points to data owned elsewhere.
+  tesseract::Tesseract *tesseract = nullptr;
+  // The best_state stores the relationship between chopped_word and
+  // rebuild_word. Each blob[i] in rebuild_word is composed of best_state[i]
+  // adjacent blobs in chopped_word. The seams in seam_array are hidden
+  // within a rebuild_word blob and revealed between them.
+  std::vector<int> best_state; // Number of blobs in each best blob.
+  // The correct_text is used during training and adaption to carry the
+  // text to the training system without the need for a unicharset. There
+  // is one entry in the vector for each blob in rebuild_word and box_word.
+  std::vector<std::string> correct_text;
+
+  // Less-well documented members.
+  // TODO(rays) Add more documentation here.
+  WERD_CHOICE *ep_choice = nullptr; // ep text TODO(rays) delete this.
+  REJMAP reject_map;                // best_choice rejects
+  bool tess_failed = false;
+  /*
+  If tess_failed is true, one of the following tests failed when Tess
+  returned:
+  - The outword blob list was not the same length as the best_choice string;
+  - The best_choice string contained ALL blanks;
+  - The best_choice string was zero length
+*/
+  bool tess_accepted = false;    // Tess thinks its ok?
+  bool tess_would_adapt = false; // Tess would adapt?
+  bool done = false;             // ready for output?
+  bool small_caps = false;       // word appears to be small caps
+  bool odd_size = false;         // word is bigger than line or leader dots.
+  // The fontinfos are pointers to data owned by the classifier.
+  const FontInfo *fontinfo = nullptr;
+  const FontInfo *fontinfo2 = nullptr;
+  int8_t fontinfo_id_count = 0;  // number of votes
+  int8_t fontinfo_id2_count = 0; // number of votes
+  bool guessed_x_ht = true;
+  bool guessed_caps_ht = true;
+  CRUNCH_MODE unlv_crunch_mode = CR_NONE;
+  float x_height = 0.0f;       // post match estimate
+  float caps_height = 0.0f;    // post match estimate
+  float baseline_shift = 0.0f; // post match estimate.
+  // Certainty score for the spaces either side of this word (LSTM mode).
+  // MIN this value with the actual word certainty.
+  float space_certainty = 0.0f;
+
+  /*
+  To deal with fuzzy spaces we need to be able to combine "words" to form
+  combinations when we suspect that the gap is a non-space. The (new) text
+  ord code generates separate words for EVERY fuzzy gap - flags in the word
+  indicate whether the gap is below the threshold (fuzzy kern) and is thus
+  NOT a real word break by default, or above the threshold (fuzzy space) and
+  this is a real word break by default.
+
+  The WERD_RES list contains all these words PLUS "combination" words built
+  out of (copies of) the words split by fuzzy kerns. The separate parts have
+  their "part_of_combo" flag set true and should be IGNORED on a default
+  reading of the list.
+
+  Combination words are FOLLOWED by the sequence of part_of_combo words
+  which they combine.
+*/
+  bool combination = false;   // of two fuzzy gap wds
+  bool part_of_combo = false; // part of a combo
+  bool reject_spaces = false; // Reject spacing?
+
+  WERD_RES() = default;
+
+  WERD_RES(WERD *the_word) {
+    word = the_word;
+  }
+  // Deep copies everything except the ratings MATRIX.
+  // To get that use deep_copy below.
+  WERD_RES(const WERD_RES &source) : ELIST_LINK(source) {
+    // combination is used in function Clear which is called from operator=.
+    combination = false;
+    *this = source; // see operator=
+  }
+
+  ~WERD_RES();
+
+  // Returns the UTF-8 string for the given blob index in the best_choice word,
+  // given that we know whether we are in a right-to-left reading context.
+  // This matters for mirrorable characters such as parentheses.  We recognize
+  // characters purely based on their shape on the page, and by default produce
+  // the corresponding unicode for a left-to-right context.
+  const char *BestUTF8(unsigned blob_index, bool in_rtl_context) const {
+    if (best_choice == nullptr || blob_index >= best_choice->length()) {
+      return nullptr;
+    }
+    UNICHAR_ID id = best_choice->unichar_id(blob_index);
+    if (static_cast<unsigned>(id) >= uch_set->size()) {
+      return nullptr;
+    }
+    UNICHAR_ID mirrored = uch_set->get_mirror(id);
+    if (in_rtl_context && mirrored > 0) {
+      id = mirrored;
+    }
+    return uch_set->id_to_unichar_ext(id);
+  }
+  // Returns the UTF-8 string for the given blob index in the raw_choice word.
+  const char *RawUTF8(unsigned blob_index) const {
+    if (blob_index >= raw_choice->length()) {
+      return nullptr;
+    }
+    UNICHAR_ID id = raw_choice->unichar_id(blob_index);
+    if (static_cast<unsigned>(id) >= uch_set->size()) {
+      return nullptr;
+    }
+    return uch_set->id_to_unichar(id);
+  }
+
+  UNICHARSET::Direction SymbolDirection(unsigned blob_index) const {
+    if (best_choice == nullptr || blob_index >= best_choice->length()) {
+      return UNICHARSET::U_OTHER_NEUTRAL;
+    }
+    return uch_set->get_direction(best_choice->unichar_id(blob_index));
+  }
+
+  bool AnyRtlCharsInWord() const {
+    if (uch_set == nullptr || best_choice == nullptr ||
+        best_choice->length() < 1) {
+      return false;
+    }
+    for (unsigned id = 0; id < best_choice->length(); id++) {
+      unsigned unichar_id = best_choice->unichar_id(id);
+      if (unichar_id >= uch_set->size()) {
+        continue; // Ignore illegal chars.
+      }
+      UNICHARSET::Direction dir = uch_set->get_direction(unichar_id);
+      if (dir == UNICHARSET::U_RIGHT_TO_LEFT ||
+          dir == UNICHARSET::U_RIGHT_TO_LEFT_ARABIC) {
+        return true;
+      }
+    }
+    return false;
+  }
+
+  bool AnyLtrCharsInWord() const {
+    if (uch_set == nullptr || best_choice == nullptr ||
+        best_choice->length() < 1) {
+      return false;
+    }
+    for (unsigned id = 0; id < best_choice->length(); id++) {
+      unsigned unichar_id = best_choice->unichar_id(id);
+      if (unichar_id >= uch_set->size()) {
+        continue; // Ignore illegal chars.
+      }
+      UNICHARSET::Direction dir = uch_set->get_direction(unichar_id);
+      if (dir == UNICHARSET::U_LEFT_TO_RIGHT ||
+          dir == UNICHARSET::U_ARABIC_NUMBER) {
+        return true;
+      }
+    }
+    return false;
+  }
+
+  // Return whether the blobs in this WERD_RES 0, 1,... come from an engine
+  // that gave us the unichars in reading order (as opposed to strict left
+  // to right).
+  bool UnicharsInReadingOrder() const {
+    return best_choice->unichars_in_script_order();
+  }
+
+  void Clear();
+  void ClearResults();
+  void ClearWordChoices();
+  void ClearRatings();
+
+  // Deep copies everything except the ratings MATRIX.
+  // To get that use deep_copy below.
+  WERD_RES &operator=(const WERD_RES &source); // from this
+
+  void CopySimpleFields(const WERD_RES &source);
+
+  // Initializes a blank (default constructed) WERD_RES from one that has
+  // already been recognized.
+  // Use SetupFor*Recognition afterwards to complete the setup and make
+  // it ready for a retry recognition.
+  void InitForRetryRecognition(const WERD_RES &source);
+
+  // Sets up the members used in recognition: bln_boxes, chopped_word,
+  // seam_array, denorm.  Returns false if
+  // the word is empty and sets up fake results.  If use_body_size is
+  // true and row->body_size is set, then body_size will be used for
+  // blob normalization instead of xheight + ascrise. This flag is for
+  // those languages that are using CJK pitch model and thus it has to
+  // be true if and only if tesseract->textord_use_cjk_fp_model is
+  // true.
+  // If allow_detailed_fx is true, the feature extractor will receive fine
+  // precision outline information, allowing smoother features and better
+  // features on low resolution images.
+  // The norm_mode sets the default mode for normalization in absence
+  // of any of the above flags. It should really be a tesseract::OcrEngineMode
+  // but is declared as int for ease of use with tessedit_ocr_engine_mode.
+  // Returns false if the word is empty and sets up fake results.
+  bool SetupForRecognition(const UNICHARSET &unicharset_in,
+                           tesseract::Tesseract *tesseract, Image pix,
+                           int norm_mode, const TBOX *norm_box,
+                           bool numeric_mode, bool use_body_size,
+                           bool allow_detailed_fx, ROW *row,
+                           const BLOCK *block);
+
+  // Set up the seam array, bln_boxes, best_choice, and raw_choice to empty
+  // accumulators from a made chopped word.  We presume the fields are already
+  // empty.
+  void SetupBasicsFromChoppedWord(const UNICHARSET &unicharset_in);
+
+  // Sets up the members used in recognition for an empty recognition result:
+  // bln_boxes, chopped_word, seam_array, denorm, best_choice, raw_choice.
+  void SetupFake(const UNICHARSET &uch);
+
+  // Set the word as having the script of the input unicharset.
+  void SetupWordScript(const UNICHARSET &unicharset_in);
+
+  // Sets up the blamer_bundle if it is not null, using the initialized denorm.
+  void SetupBlamerBundle();
+
+  // Computes the blob_widths and blob_gaps from the chopped_word.
+  void SetupBlobWidthsAndGaps();
+
+  // Updates internal data to account for a new SEAM (chop) at the given
+  // blob_number. Fixes the ratings matrix and states in the choices, as well
+  // as the blob widths and gaps.
+  void InsertSeam(int blob_number, SEAM *seam);
+
+  // Returns true if all the word choices except the first have adjust_factors
+  // worse than the given threshold.
+  bool AlternativeChoiceAdjustmentsWorseThan(float threshold) const;
+
+  // Returns true if the current word is ambiguous (by number of answers or
+  // by dangerous ambigs.)
+  bool IsAmbiguous();
+
+  // Returns true if the ratings matrix size matches the sum of each of the
+  // segmentation states.
+  bool StatesAllValid();
+
+  // Prints a list of words found if debug is true or the word result matches
+  // the word_to_debug.
+  void DebugWordChoices(bool debug, const char *word_to_debug);
+
+  // Prints the top choice along with the accepted/done flags.
+  void DebugTopChoice(const char *msg) const;
+
+  // Removes from best_choices all choices which are not within a reasonable
+  // range of the best choice.
+  void FilterWordChoices(int debug_level);
+
+  // Computes a set of distance thresholds used to control adaption.
+  // Compares the best choice for the current word to the best raw choice
+  // to determine which characters were classified incorrectly by the
+  // classifier. Then places a separate threshold into thresholds for each
+  // character in the word. If the classifier was correct, max_rating is placed
+  // into thresholds. If the classifier was incorrect, the mean match rating
+  // (error percentage) of the classifier's incorrect choice minus some margin
+  // is placed into thresholds. This can then be used by the caller to try to
+  // create a new template for the desired class that will classify the
+  // character with a rating better than the threshold value. The match rating
+  // placed into thresholds is never allowed to be below min_rating in order to
+  // prevent trying to make overly tight templates.
+  // min_rating limits how tight to make a template.
+  // max_rating limits how loose to make a template.
+  // rating_margin denotes the amount of margin to put in template.
+  void ComputeAdaptionThresholds(float certainty_scale, float min_rating,
+                                 float max_rating, float rating_margin,
+                                 float *thresholds);
+
+  // Saves a copy of the word_choice if it has the best unadjusted rating.
+  // Returns true if the word_choice was the new best.
+  bool LogNewRawChoice(WERD_CHOICE *word_choice);
+  // Consumes word_choice by adding it to best_choices, (taking ownership) if
+  // the certainty for word_choice is some distance of the best choice in
+  // best_choices, or by deleting the word_choice and returning false.
+  // The best_choices list is kept in sorted order by rating. Duplicates are
+  // removed, and the list is kept no longer than max_num_choices in length.
+  // Returns true if the word_choice is still a valid pointer.
+  bool LogNewCookedChoice(int max_num_choices, bool debug,
+                          WERD_CHOICE *word_choice);
+
+  // Prints a brief list of all the best choices.
+  void PrintBestChoices() const;
+
+  // Returns the sum of the widths of the blob between start_blob and last_blob
+  // inclusive.
+  int GetBlobsWidth(int start_blob, int last_blob) const;
+  // Returns the width of a gap between the specified blob and the next one.
+  int GetBlobsGap(unsigned blob_index) const;
+
+  // Returns the BLOB_CHOICE corresponding to the given index in the
+  // best choice word taken from the appropriate cell in the ratings MATRIX.
+  // Borrowed pointer, so do not delete. May return nullptr if there is no
+  // BLOB_CHOICE matching the unichar_id at the given index.
+  BLOB_CHOICE *GetBlobChoice(unsigned index) const;
+
+  // Returns the BLOB_CHOICE_LIST corresponding to the given index in the
+  // best choice word taken from the appropriate cell in the ratings MATRIX.
+  // Borrowed pointer, so do not delete.
+  BLOB_CHOICE_LIST *GetBlobChoices(int index) const;
+
+  // Moves the results fields from word to this. This takes ownership of all
+  // the data, so src can be destructed.
+  // word1.ConsumeWordResult(word);
+  // delete word;
+  // is simpler and faster than:
+  // word1 = *word;
+  // delete word;
+  // as it doesn't need to copy and reallocate anything.
+  void ConsumeWordResults(WERD_RES *word);
+
+  // Replace the best choice and rebuild box word.
+  // choice must be from the current best_choices list.
+  void ReplaceBestChoice(WERD_CHOICE *choice);
+
+  // Builds the rebuild_word and sets the best_state from the chopped_word and
+  // the best_choice->state.
+  void RebuildBestState();
+
+  // Copies the chopped_word to the rebuild_word, faking a best_state as well.
+  // Also sets up the output box_word.
+  void CloneChoppedToRebuild();
+
+  // Sets/replaces the box_word with one made from the rebuild_word.
+  void SetupBoxWord();
+
+  // Sets up the script positions in the best_choice using the best_choice
+  // to get the unichars, and the unicharset to get the target positions.
+  void SetScriptPositions();
+  // Sets all the blobs in all the words (best choice and alternates) to be
+  // the given position. (When a sub/superscript is recognized as a separate
+  // word, it falls victim to the rule that a whole word cannot be sub or
+  // superscript, so this function overrides that problem.)
+  void SetAllScriptPositions(tesseract::ScriptPos position);
+
+  // Classifies the word with some already-calculated BLOB_CHOICEs.
+  // The choices are an array of blob_count pointers to BLOB_CHOICE,
+  // providing a single classifier result for each blob.
+  // The BLOB_CHOICEs are consumed and the word takes ownership.
+  // The number of blobs in the box_word must match blob_count.
+  void FakeClassifyWord(unsigned blob_count, BLOB_CHOICE **choices);
+
+  // Creates a WERD_CHOICE for the word using the top choices from the leading
+  // diagonal of the ratings matrix.
+  void FakeWordFromRatings(PermuterType permuter);
+
+  // Copies the best_choice strings to the correct_text for adaption/training.
+  void BestChoiceToCorrectText();
+
+  // Merges 2 adjacent blobs in the result if the permanent callback
+  // class_cb returns other than INVALID_UNICHAR_ID, AND the permanent
+  // callback box_cb is nullptr or returns true, setting the merged blob
+  // result to the class returned from class_cb.
+  // Returns true if anything was merged.
+  bool ConditionalBlobMerge(
+      const std::function<UNICHAR_ID(UNICHAR_ID, UNICHAR_ID)> &class_cb,
+      const std::function<bool(const TBOX &, const TBOX &)> &box_cb);
+
+  // Merges 2 adjacent blobs in the result (index and index+1) and corrects
+  // all the data to account for the change.
+  void MergeAdjacentBlobs(unsigned index);
+
+  // Callback helper for fix_quotes returns a double quote if both
+  // arguments are quote, otherwise INVALID_UNICHAR_ID.
+  UNICHAR_ID BothQuotes(UNICHAR_ID id1, UNICHAR_ID id2);
+  void fix_quotes();
+
+  // Callback helper for fix_hyphens returns UNICHAR_ID of - if both
+  // arguments are hyphen, otherwise INVALID_UNICHAR_ID.
+  UNICHAR_ID BothHyphens(UNICHAR_ID id1, UNICHAR_ID id2);
+  // Callback helper for fix_hyphens returns true if box1 and box2 overlap
+  // (assuming both on the same textline, are in order and a chopped em dash.)
+  bool HyphenBoxesOverlap(const TBOX &box1, const TBOX &box2);
+  void fix_hyphens();
+
+  // Callback helper for merge_tess_fails returns a space if both
+  // arguments are space, otherwise INVALID_UNICHAR_ID.
+  UNICHAR_ID BothSpaces(UNICHAR_ID id1, UNICHAR_ID id2);
+  void merge_tess_fails();
+
+  // Returns a really deep copy of *src, including the ratings MATRIX.
+  static WERD_RES *deep_copy(const WERD_RES *src) {
+    auto *result = new WERD_RES(*src);
+    // That didn't copy the ratings, but we want a copy if there is one to
+    // begin with.
+    if (src->ratings != nullptr) {
+      result->ratings = src->ratings->DeepCopy();
+    }
+    return result;
+  }
+
+  // Copy blobs from word_res onto this word (eliminating spaces between).
+  // Since this may be called bidirectionally OR both the BOL and EOL flags.
+  void copy_on(WERD_RES *word_res) { // from this word
+    word->set_flag(W_BOL, word->flag(W_BOL) || word_res->word->flag(W_BOL));
+    word->set_flag(W_EOL, word->flag(W_EOL) || word_res->word->flag(W_EOL));
+    word->copy_on(word_res->word);
+  }
+
+  // Returns true if the collection of count pieces, starting at start, are all
+  // natural connected components, ie there are no real chops involved.
+  bool PiecesAllNatural(int start, int count) const;
+};
+
+/*************************************************************************
+ * PAGE_RES_IT - Page results iterator
+ *************************************************************************/
+
+class TESS_API PAGE_RES_IT {
+public:
+  PAGE_RES *page_res; // page being iterated
+
+  PAGE_RES_IT() = default;
+
+  PAGE_RES_IT(PAGE_RES *the_page_res) { // page result
+    page_res = the_page_res;
+    restart_page(); // ready to scan
+  }
+
+  // Do two PAGE_RES_ITs point at the same word?
+  // This is much cheaper than cmp().
+  bool operator==(const PAGE_RES_IT &other) const {
+    return word_res == other.word_res && row_res == other.row_res &&
+           block_res == other.block_res;
+  }
+
+  bool operator!=(const PAGE_RES_IT &other) const {
+    return !(*this == other);
+  }
+
+  // Given another PAGE_RES_IT to the same page,
+  //  this before other:     -1
+  //  this equal to other:    0
+  //  this later than other:  1
+  int cmp(const PAGE_RES_IT &other) const;
+
+  WERD_RES *restart_page() {
+    return start_page(false); // Skip empty blocks.
+  }
+  WERD_RES *restart_page_with_empties() {
+    return start_page(true); // Allow empty blocks.
+  }
+  WERD_RES *start_page(bool empty_ok);
+
+  WERD_RES *restart_row();
+
+  // ============ Methods that mutate the underling structures ===========
+  // Note that these methods will potentially invalidate other PAGE_RES_ITs
+  // and are intended to be used only while a single PAGE_RES_IT is  active.
+  // This problem needs to be taken into account if these mutation operators
+  // are ever provided to PageIterator or its subclasses.
+
+  // Inserts the new_word and a corresponding WERD_RES before the current
+  // position. The simple fields of the WERD_RES are copied from clone_res and
+  // the resulting WERD_RES is returned for further setup with best_choice etc.
+  WERD_RES *InsertSimpleCloneWord(const WERD_RES &clone_res, WERD *new_word);
+
+  // Replaces the current WERD/WERD_RES with the given words. The given words
+  // contain fake blobs that indicate the position of the characters. These are
+  // replaced with real blobs from the current word as much as possible.
+  void ReplaceCurrentWord(PointerVector<WERD_RES> *words);
+
+  // Deletes the current WERD_RES and its underlying WERD.
+  void DeleteCurrentWord();
+
+  // Makes the current word a fuzzy space if not already fuzzy. Updates
+  // corresponding part of combo if required.
+  void MakeCurrentWordFuzzy();
+
+  WERD_RES *forward() { // Get next word.
+    return internal_forward(false, false);
+  }
+  // Move forward, but allow empty blocks to show as single nullptr words.
+  WERD_RES *forward_with_empties() {
+    return internal_forward(false, true);
+  }
+
+  WERD_RES *forward_paragraph(); // get first word in next non-empty paragraph
+  WERD_RES *forward_block();     // get first word in next non-empty block
+
+  WERD_RES *prev_word() const { // previous word
+    return prev_word_res;
+  }
+  ROW_RES *prev_row() const { // row of prev word
+    return prev_row_res;
+  }
+  BLOCK_RES *prev_block() const { // block of prev word
+    return prev_block_res;
+  }
+  WERD_RES *word() const { // current word
+    return word_res;
+  }
+  ROW_RES *row() const { // row of current word
+    return row_res;
+  }
+  BLOCK_RES *block() const { // block of cur. word
+    return block_res;
+  }
+  WERD_RES *next_word() const { // next word
+    return next_word_res;
+  }
+  ROW_RES *next_row() const { // row of next word
+    return next_row_res;
+  }
+  BLOCK_RES *next_block() const { // block of next word
+    return next_block_res;
+  }
+  void rej_stat_word(); // for page/block/row
+  void ResetWordIterator();
+
+private:
+  WERD_RES *internal_forward(bool new_block, bool empty_ok);
+
+  WERD_RES *prev_word_res;   // previous word
+  ROW_RES *prev_row_res;     // row of prev word
+  BLOCK_RES *prev_block_res; // block of prev word
+
+  WERD_RES *word_res;   // current word
+  ROW_RES *row_res;     // row of current word
+  BLOCK_RES *block_res; // block of cur. word
+
+  WERD_RES *next_word_res;   // next word
+  ROW_RES *next_row_res;     // row of next word
+  BLOCK_RES *next_block_res; // block of next word
+
+  BLOCK_RES_IT block_res_it; // iterators
+  ROW_RES_IT row_res_it;
+  WERD_RES_IT word_res_it;
+  // Iterators used to get the state of word_res_it for the current word.
+  // Since word_res_it is 2 words further on, this is otherwise hard to do.
+  WERD_RES_IT wr_it_of_current_word;
+  WERD_RES_IT wr_it_of_next_word;
+};
+
+} // namespace tesseract
+
+#endif