resultiterator.cpp

Go to the documentation of this file.

 
// File:        resultiterator.cpp
// Description: Iterator for tesseract results that is capable of
//              iterating in proper reading order over Bi Directional
//              (e.g. mixed Hebrew and English) text.
// Author:      David Eger
//
// (C) Copyright 2011, Google Inc.
// 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.
//
 
#include <tesseract/resultiterator.h>
 
#include "pageres.h"
#include "tesseractclass.h"
#include "unicharset.h"
 
#include <allheaders.h>
 
#include <set>
#include <vector>
 
static const char *const kLRM = "\u200E"; // Left-to-Right Mark
static const char *const kRLM = "\u200F"; // Right-to-Left Mark
 
namespace tesseract {
 
ResultIterator::ResultIterator(const LTRResultIterator &resit) : LTRResultIterator(resit) {
  in_minor_direction_ = false;
  at_beginning_of_minor_run_ = false;
  preserve_interword_spaces_ = false;
 
  auto *p = ParamUtils::FindParam<BoolParam>(
      "preserve_interword_spaces", GlobalParams()->bool_params, tesseract_->params()->bool_params);
  if (p != nullptr) {
    preserve_interword_spaces_ = (bool)(*p);
  }
 
  current_paragraph_is_ltr_ = CurrentParagraphIsLtr();
  MoveToLogicalStartOfTextline();
}
 
ResultIterator *ResultIterator::StartOfParagraph(const LTRResultIterator &resit) {
  return new ResultIterator(resit);
}
 
bool ResultIterator::ParagraphIsLtr() const {
  return current_paragraph_is_ltr_;
}
 
bool ResultIterator::CurrentParagraphIsLtr() const {
  if (!it_->word()) {
    return true; // doesn't matter.
  }
  LTRResultIterator it(*this);
  it.RestartParagraph();
  // Try to figure out the ltr-ness of the paragraph.  The rules below
  // make more sense in the context of a difficult paragraph example.
  // Here we denote {ltr characters, RTL CHARACTERS}:
  //
  //   "don't go in there!" DAIS EH
  //   EHT OTNI DEPMUJ FELSMIH NEHT DNA
  //                  .GNIDLIUB GNINRUB
  //
  // On the first line, the left-most word is LTR and the rightmost word
  // is RTL.  Thus, we are better off taking the majority direction for
  // the whole paragraph contents.  So instead of "the leftmost word is LTR"
  // indicating an LTR paragraph, we use a heuristic about what RTL paragraphs
  // would not do:  Typically an RTL paragraph would *not* start with an LTR
  // word.  So our heuristics are as follows:
  //
  // (1) If the first text line has an RTL word in the left-most position
  //     it is RTL.
  // (2) If the first text line has an LTR word in the right-most position
  //     it is LTR.
  // (3) If neither of the above is true, take the majority count for the
  //     paragraph -- if there are more rtl words, it is RTL.  If there
  //     are more LTR words, it's LTR.
  bool leftmost_rtl = it.WordDirection() == DIR_RIGHT_TO_LEFT;
  bool rightmost_ltr = it.WordDirection() == DIR_LEFT_TO_RIGHT;
  int num_ltr, num_rtl;
  num_rtl = leftmost_rtl ? 1 : 0;
  num_ltr = (it.WordDirection() == DIR_LEFT_TO_RIGHT) ? 1 : 0;
  for (it.Next(RIL_WORD); !it.Empty(RIL_WORD) && !it.IsAtBeginningOf(RIL_TEXTLINE);
       it.Next(RIL_WORD)) {
    StrongScriptDirection dir = it.WordDirection();
    rightmost_ltr = (dir == DIR_LEFT_TO_RIGHT);
    num_rtl += (dir == DIR_RIGHT_TO_LEFT) ? 1 : 0;
    num_ltr += rightmost_ltr ? 1 : 0;
  }
  if (leftmost_rtl) {
    return false;
  }
  if (rightmost_ltr) {
    return true;
  }
  // First line is ambiguous.  Take statistics on the whole paragraph.
  if (!it.Empty(RIL_WORD) && !it.IsAtBeginningOf(RIL_PARA)) {
    do {
      StrongScriptDirection dir = it.WordDirection();
      num_rtl += (dir == DIR_RIGHT_TO_LEFT) ? 1 : 0;
      num_ltr += (dir == DIR_LEFT_TO_RIGHT) ? 1 : 0;
    } while (it.Next(RIL_WORD) && !it.IsAtBeginningOf(RIL_PARA));
  }
  return num_ltr >= num_rtl;
}
 
const int ResultIterator::kMinorRunStart = -1;
const int ResultIterator::kMinorRunEnd = -2;
const int ResultIterator::kComplexWord = -3;
 
void ResultIterator::CalculateBlobOrder(std::vector<int> *blob_indices) const {
  bool context_is_ltr = current_paragraph_is_ltr_ ^ in_minor_direction_;
  blob_indices->clear();
  if (Empty(RIL_WORD)) {
    return;
  }
  if (context_is_ltr || it_->word()->UnicharsInReadingOrder()) {
    // Easy! just return the blobs in order;
    for (int i = 0; i < word_length_; i++) {
      blob_indices->push_back(i);
    }
    return;
  }
 
  // The blobs are in left-to-right order, but the current reading context
  // is right-to-left.
  const int U_LTR = UNICHARSET::U_LEFT_TO_RIGHT;
  const int U_RTL = UNICHARSET::U_RIGHT_TO_LEFT;
  const int U_EURO_NUM = UNICHARSET::U_EUROPEAN_NUMBER;
  const int U_EURO_NUM_SEP = UNICHARSET::U_EUROPEAN_NUMBER_SEPARATOR;
  const int U_EURO_NUM_TERM = UNICHARSET::U_EUROPEAN_NUMBER_TERMINATOR;
  const int U_COMMON_NUM_SEP = UNICHARSET::U_COMMON_NUMBER_SEPARATOR;
  const int U_OTHER_NEUTRAL = UNICHARSET::U_OTHER_NEUTRAL;
 
  // Step 1: Scan for and mark European Number sequences
  //   [:ET:]*[:EN:]+(([:ES:]|[:CS:])?[:EN:]+)*[:ET:]*
  std::vector<int> letter_types;
  letter_types.reserve(word_length_);
  for (int i = 0; i < word_length_; i++) {
    letter_types.push_back(it_->word()->SymbolDirection(i));
  }
  // Convert a single separator sandwiched between two ENs into an EN.
  for (int i = 0; i + 2 < word_length_; i++) {
    if (letter_types[i] == U_EURO_NUM && letter_types[i + 2] == U_EURO_NUM &&
        (letter_types[i + 1] == U_EURO_NUM_SEP || letter_types[i + 1] == U_COMMON_NUM_SEP)) {
      letter_types[i + 1] = U_EURO_NUM;
    }
  }
  // Scan for sequences of European Number Terminators around ENs and convert
  // them to ENs.
  for (int i = 0; i < word_length_; i++) {
    if (letter_types[i] == U_EURO_NUM_TERM) {
      int j = i + 1;
      while (j < word_length_ && letter_types[j] == U_EURO_NUM_TERM) {
        j++;
      }
      if (j < word_length_ && letter_types[j] == U_EURO_NUM) {
        // The sequence [i..j] should be converted to all European Numbers.
        for (int k = i; k < j; k++) {
          letter_types[k] = U_EURO_NUM;
        }
      }
      j = i - 1;
      while (j > -1 && letter_types[j] == U_EURO_NUM_TERM) {
        j--;
      }
      if (j > -1 && letter_types[j] == U_EURO_NUM) {
        // The sequence [j..i] should be converted to all European Numbers.
        for (int k = j; k <= i; k++) {
          letter_types[k] = U_EURO_NUM;
        }
      }
    }
  }
  // Step 2: Convert all remaining types to either L or R.
  // Sequences ([:L:]|[:EN:])+ (([:CS:]|[:ON:])+ ([:L:]|[:EN:])+)* -> L.
  // All other are R.
  for (int i = 0; i < word_length_;) {
    int ti = letter_types[i];
    if (ti == U_LTR || ti == U_EURO_NUM) {
      // Left to right sequence; scan to the end of it.
      int last_good = i;
      for (int j = i + 1; j < word_length_; j++) {
        int tj = letter_types[j];
        if (tj == U_LTR || tj == U_EURO_NUM) {
          last_good = j;
        } else if (tj == U_COMMON_NUM_SEP || tj == U_OTHER_NEUTRAL) {
          // do nothing.
        } else {
          break;
        }
      }
      // [i..last_good] is the L sequence
      for (int k = i; k <= last_good; k++) {
        letter_types[k] = U_LTR;
      }
      i = last_good + 1;
    } else {
      letter_types[i] = U_RTL;
      i++;
    }
  }
 
  // At this point, letter_types is entirely U_LTR or U_RTL.
  for (int i = word_length_ - 1; i >= 0;) {
    if (letter_types[i] == U_RTL) {
      blob_indices->push_back(i);
      i--;
    } else {
      // left to right sequence.  scan to the beginning.
      int j = i - 1;
      for (; j >= 0 && letter_types[j] != U_RTL; j--) {
      } // pass
      // Now (j, i] is LTR
      for (int k = j + 1; k <= i; k++) {
        blob_indices->push_back(k);
      }
      i = j;
    }
  }
  ASSERT_HOST(blob_indices->size() == static_cast<size_t>(word_length_));
}
 
static void PrintScriptDirs(const std::vector<StrongScriptDirection> &dirs) {
  for (auto dir : dirs) {
    switch (dir) {
      case DIR_NEUTRAL:
        tprintf("N ");
        break;
      case DIR_LEFT_TO_RIGHT:
        tprintf("L ");
        break;
      case DIR_RIGHT_TO_LEFT:
        tprintf("R ");
        break;
      case DIR_MIX:
        tprintf("Z ");
        break;
      default:
        tprintf("? ");
        break;
    }
  }
  tprintf("\n");
}
 
void ResultIterator::CalculateTextlineOrder(bool paragraph_is_ltr, const LTRResultIterator &resit,
                                            std::vector<int> *word_indices) const {
  std::vector<StrongScriptDirection> directions;
  CalculateTextlineOrder(paragraph_is_ltr, resit, &directions, word_indices);
}
 
void ResultIterator::CalculateTextlineOrder(bool paragraph_is_ltr, const LTRResultIterator &resit,
                                            std::vector<StrongScriptDirection> *dirs_arg,
                                            std::vector<int> *word_indices) const {
  std::vector<StrongScriptDirection> dirs;
  std::vector<StrongScriptDirection> *directions;
  directions = (dirs_arg != nullptr) ? dirs_arg : &dirs;
  directions->clear();
 
  // A LTRResultIterator goes strictly left-to-right word order.
  LTRResultIterator ltr_it(resit);
  ltr_it.RestartRow();
  if (ltr_it.Empty(RIL_WORD)) {
    return;
  }
  do {
    directions->push_back(ltr_it.WordDirection());
  } while (ltr_it.Next(RIL_WORD) && !ltr_it.IsAtBeginningOf(RIL_TEXTLINE));
 
  word_indices->clear();
  CalculateTextlineOrder(paragraph_is_ltr, *directions, word_indices);
}
 
void ResultIterator::CalculateTextlineOrder(bool paragraph_is_ltr,
                                            const std::vector<StrongScriptDirection> &word_dirs,
                                            std::vector<int> *reading_order) {
  reading_order->clear();
  if (word_dirs.empty()) {
    return;
  }
 
  // Take all of the runs of minor direction words and insert them
  // in reverse order.
  int minor_direction, major_direction, major_step, start, end;
  if (paragraph_is_ltr) {
    start = 0;
    end = word_dirs.size();
    major_step = 1;
    major_direction = DIR_LEFT_TO_RIGHT;
    minor_direction = DIR_RIGHT_TO_LEFT;
  } else {
    start = word_dirs.size() - 1;
    end = -1;
    major_step = -1;
    major_direction = DIR_RIGHT_TO_LEFT;
    minor_direction = DIR_LEFT_TO_RIGHT;
    // Special rule: if there are neutral words at the right most side
    //   of a line adjacent to a left-to-right word in the middle of the
    //   line, we interpret the end of the line as a single LTR sequence.
    if (word_dirs[start] == DIR_NEUTRAL) {
      int neutral_end = start;
      while (neutral_end > 0 && word_dirs[neutral_end] == DIR_NEUTRAL) {
        neutral_end--;
      }
      if (neutral_end >= 0 && word_dirs[neutral_end] == DIR_LEFT_TO_RIGHT) {
        // LTR followed by neutrals.
        // Scan for the beginning of the minor left-to-right run.
        int left = neutral_end;
        for (int i = left; i >= 0 && word_dirs[i] != DIR_RIGHT_TO_LEFT; i--) {
          if (word_dirs[i] == DIR_LEFT_TO_RIGHT) {
            left = i;
          }
        }
        reading_order->push_back(kMinorRunStart);
        for (unsigned i = left; i < word_dirs.size(); i++) {
          reading_order->push_back(i);
          if (word_dirs[i] == DIR_MIX) {
            reading_order->push_back(kComplexWord);
          }
        }
        reading_order->push_back(kMinorRunEnd);
        start = left - 1;
      }
    }
  }
  for (int i = start; i != end;) {
    if (word_dirs[i] == minor_direction) {
      int j = i;
      while (j != end && word_dirs[j] != major_direction) {
        j += major_step;
      }
      if (j == end) {
        j -= major_step;
      }
      while (j != i && word_dirs[j] != minor_direction) {
        j -= major_step;
      }
      //  [j..i] is a minor direction run.
      reading_order->push_back(kMinorRunStart);
      for (int k = j; k != i; k -= major_step) {
        reading_order->push_back(k);
      }
      reading_order->push_back(i);
      reading_order->push_back(kMinorRunEnd);
      i = j + major_step;
    } else {
      reading_order->push_back(i);
      if (word_dirs[i] == DIR_MIX) {
        reading_order->push_back(kComplexWord);
      }
      i += major_step;
    }
  }
}
 
int ResultIterator::LTRWordIndex() const {
  int this_word_index = 0;
  LTRResultIterator textline(*this);
  textline.RestartRow();
  while (!textline.PositionedAtSameWord(it_)) {
    this_word_index++;
    textline.Next(RIL_WORD);
  }
  return this_word_index;
}
 
void ResultIterator::MoveToLogicalStartOfWord() {
  if (word_length_ == 0) {
    BeginWord(0);
    return;
  }
  std::vector<int> blob_order;
  CalculateBlobOrder(&blob_order);
  if (blob_order.empty() || blob_order[0] == 0) {
    return;
  }
  BeginWord(blob_order[0]);
}
 
bool ResultIterator::IsAtFinalSymbolOfWord() const {
  if (!it_->word()) {
    return true;
  }
  std::vector<int> blob_order;
  CalculateBlobOrder(&blob_order);
  return blob_order.empty() || blob_order.back() == blob_index_;
}
 
bool ResultIterator::IsAtFirstSymbolOfWord() const {
  if (!it_->word()) {
    return true;
  }
  std::vector<int> blob_order;
  CalculateBlobOrder(&blob_order);
  return blob_order.empty() || blob_order[0] == blob_index_;
}
 
void ResultIterator::AppendSuffixMarks(std::string *text) const {
  if (!it_->word()) {
    return;
  }
  bool reading_direction_is_ltr = current_paragraph_is_ltr_ ^ in_minor_direction_;
  // scan forward to see what meta-information the word ordering algorithm
  // left us.
  // If this word is at the  *end* of a minor run, insert the other
  // direction's mark;  else if this was a complex word, insert the
  // current reading order's mark.
  std::vector<int> textline_order;
  CalculateTextlineOrder(current_paragraph_is_ltr_, *this, &textline_order);
  int this_word_index = LTRWordIndex();
  size_t i = 0;
  for (const auto word_index : textline_order) {
    if (word_index == this_word_index) {
      break;
    }
    i++;
  }
  if (i == textline_order.size()) {
    return;
  }
 
  int last_non_word_mark = 0;
  for (i++; i < textline_order.size() && textline_order[i] < 0; i++) {
    last_non_word_mark = textline_order[i];
  }
  if (last_non_word_mark == kComplexWord) {
    *text += reading_direction_is_ltr ? kLRM : kRLM;
  } else if (last_non_word_mark == kMinorRunEnd) {
    if (current_paragraph_is_ltr_) {
      *text += kLRM;
    } else {
      *text += kRLM;
    }
  }
}
 
void ResultIterator::MoveToLogicalStartOfTextline() {
  std::vector<int> word_indices;
  RestartRow();
  CalculateTextlineOrder(current_paragraph_is_ltr_, dynamic_cast<const LTRResultIterator &>(*this),
                         &word_indices);
  unsigned i = 0;
  for (; i < word_indices.size() && word_indices[i] < 0; i++) {
    if (word_indices[i] == kMinorRunStart) {
      in_minor_direction_ = true;
    } else if (word_indices[i] == kMinorRunEnd) {
      in_minor_direction_ = false;
    }
  }
  if (in_minor_direction_) {
    at_beginning_of_minor_run_ = true;
  }
  if (i >= word_indices.size()) {
    return;
  }
  int first_word_index = word_indices[i];
  for (int j = 0; j < first_word_index; j++) {
    PageIterator::Next(RIL_WORD);
  }
  MoveToLogicalStartOfWord();
}
 
void ResultIterator::Begin() {
  LTRResultIterator::Begin();
  current_paragraph_is_ltr_ = CurrentParagraphIsLtr();
  in_minor_direction_ = false;
  at_beginning_of_minor_run_ = false;
  MoveToLogicalStartOfTextline();
}
 
bool ResultIterator::Next(PageIteratorLevel level) {
  if (it_->block() == nullptr) {
    return false; // already at end!
  }
  switch (level) {
    case RIL_BLOCK: // explicit fall-through
    case RIL_PARA:  // explicit fall-through
    case RIL_TEXTLINE:
      if (!PageIterator::Next(level)) {
        return false;
      }
      if (IsWithinFirstTextlineOfParagraph()) {
        // if we've advanced to a new paragraph,
        // recalculate current_paragraph_is_ltr_
        current_paragraph_is_ltr_ = CurrentParagraphIsLtr();
      }
      in_minor_direction_ = false;
      MoveToLogicalStartOfTextline();
      return it_->block() != nullptr;
    case RIL_SYMBOL: {
      std::vector<int> blob_order;
      CalculateBlobOrder(&blob_order);
      unsigned next_blob = 0;
      while (next_blob < blob_order.size() && blob_index_ != blob_order[next_blob]) {
        next_blob++;
      }
      next_blob++;
      if (next_blob < blob_order.size()) {
        // we're in the same word; simply advance one blob.
        BeginWord(blob_order[next_blob]);
        at_beginning_of_minor_run_ = false;
        return true;
      }
      level = RIL_WORD; // we've fallen through to the next word.
    }
      // Fall through.
    case RIL_WORD: // explicit fall-through.
    {
      if (it_->word() == nullptr) {
        return Next(RIL_BLOCK);
      }
      std::vector<int> word_indices;
      int this_word_index = LTRWordIndex();
      CalculateTextlineOrder(current_paragraph_is_ltr_, *this, &word_indices);
      int final_real_index = word_indices.size() - 1;
      while (final_real_index > 0 && word_indices[final_real_index] < 0) {
        final_real_index--;
      }
      for (int i = 0; i < final_real_index; i++) {
        if (word_indices[i] == this_word_index) {
          int j = i + 1;
          for (; j < final_real_index && word_indices[j] < 0; j++) {
            if (word_indices[j] == kMinorRunStart) {
              in_minor_direction_ = true;
            }
            if (word_indices[j] == kMinorRunEnd) {
              in_minor_direction_ = false;
            }
          }
          at_beginning_of_minor_run_ = (word_indices[j - 1] == kMinorRunStart);
          // awesome, we move to word_indices[j]
          if (BidiDebug(3)) {
            tprintf("Next(RIL_WORD): %d -> %d\n", this_word_index, word_indices[j]);
          }
          PageIterator::RestartRow();
          for (int k = 0; k < word_indices[j]; k++) {
            PageIterator::Next(RIL_WORD);
          }
          MoveToLogicalStartOfWord();
          return true;
        }
      }
      if (BidiDebug(3)) {
        tprintf("Next(RIL_WORD): %d -> EOL\n", this_word_index);
      }
      // we're going off the end of the text line.
      return Next(RIL_TEXTLINE);
    }
  }
  ASSERT_HOST(false); // shouldn't happen.
  return false;
}
 
bool ResultIterator::IsAtBeginningOf(PageIteratorLevel level) const {
  if (it_->block() == nullptr) {
    return false; // Already at the end!
  }
  if (it_->word() == nullptr) {
    return true; // In an image block.
  }
  if (level == RIL_SYMBOL) {
    return true; // Always at beginning of a symbol.
  }
 
  bool at_word_start = IsAtFirstSymbolOfWord();
  if (level == RIL_WORD) {
    return at_word_start;
  }
 
  ResultIterator line_start(*this);
  // move to the first word in the line...
  line_start.MoveToLogicalStartOfTextline();
 
  bool at_textline_start = at_word_start && *line_start.it_ == *it_;
  if (level == RIL_TEXTLINE) {
    return at_textline_start;
  }
 
  // now we move to the left-most word...
  line_start.RestartRow();
  bool at_block_start =
      at_textline_start && line_start.it_->block() != line_start.it_->prev_block();
  if (level == RIL_BLOCK) {
    return at_block_start;
  }
 
  bool at_para_start =
      at_block_start || (at_textline_start && line_start.it_->row()->row->para() !=
                                                  line_start.it_->prev_row()->row->para());
  if (level == RIL_PARA) {
    return at_para_start;
  }
 
  ASSERT_HOST(false); // shouldn't happen.
  return false;
}
 
bool ResultIterator::IsAtFinalElement(PageIteratorLevel level, PageIteratorLevel element) const {
  if (Empty(element)) {
    return true; // Already at the end!
  }
  // The result is true if we step forward by element and find we are
  // at the end of the page or at beginning of *all* levels in:
  // [level, element).
  // When there is more than one level difference between element and level,
  // we could for instance move forward one symbol and still be at the first
  // word on a line, so we also have to be at the first symbol in a word.
  ResultIterator next(*this);
  next.Next(element);
  if (next.Empty(element)) {
    return true; // Reached the end of the page.
  }
  while (element > level) {
    element = static_cast<PageIteratorLevel>(element - 1);
    if (!next.IsAtBeginningOf(element)) {
      return false;
    }
  }
  return true;
}
 
// Returns the number of blanks before the current word.
int ResultIterator::BlanksBeforeWord() const {
  if (CurrentParagraphIsLtr()) {
    return LTRResultIterator::BlanksBeforeWord();
  }
  return IsAtBeginningOf(RIL_TEXTLINE) ? 0 : 1;
}
 
char *ResultIterator::GetUTF8Text(PageIteratorLevel level) const {
  if (it_->word() == nullptr) {
    return nullptr; // Already at the end!
  }
  std::string text;
  switch (level) {
    case RIL_BLOCK: {
      ResultIterator pp(*this);
      do {
        pp.AppendUTF8ParagraphText(&text);
      } while (pp.Next(RIL_PARA) && pp.it_->block() == it_->block());
    } break;
    case RIL_PARA:
      AppendUTF8ParagraphText(&text);
      break;
    case RIL_TEXTLINE: {
      ResultIterator it(*this);
      it.MoveToLogicalStartOfTextline();
      it.IterateAndAppendUTF8TextlineText(&text);
    } break;
    case RIL_WORD:
      AppendUTF8WordText(&text);
      break;
    case RIL_SYMBOL: {
      bool reading_direction_is_ltr = current_paragraph_is_ltr_ ^ in_minor_direction_;
      if (at_beginning_of_minor_run_) {
        text += reading_direction_is_ltr ? kLRM : kRLM;
      }
      text = it_->word()->BestUTF8(blob_index_, false);
      if (IsAtFinalSymbolOfWord()) {
        AppendSuffixMarks(&text);
      }
    } break;
  }
  int length = text.length() + 1;
  char *result = new char[length];
  strncpy(result, text.c_str(), length);
  return result;
}
std::vector<std::vector<std::vector<std::pair<const char *, float>>>>
    *ResultIterator::GetRawLSTMTimesteps() const {
  if (it_->word() != nullptr) {
    return &it_->word()->segmented_timesteps;
  } else {
    return nullptr;
  }
}
 
std::vector<std::vector<std::pair<const char *, float>>> *ResultIterator::GetBestLSTMSymbolChoices()
    const {
  if (it_->word() != nullptr) {
    return &it_->word()->CTC_symbol_choices;
  } else {
    return nullptr;
  }
}
 
void ResultIterator::AppendUTF8WordText(std::string *text) const {
  if (!it_->word()) {
    return;
  }
  ASSERT_HOST(it_->word()->best_choice != nullptr);
  bool reading_direction_is_ltr = current_paragraph_is_ltr_ ^ in_minor_direction_;
  if (at_beginning_of_minor_run_) {
    *text += reading_direction_is_ltr ? kLRM : kRLM;
  }
 
  std::vector<int> blob_order;
  CalculateBlobOrder(&blob_order);
  for (int i : blob_order) {
    *text += it_->word()->BestUTF8(i, false);
  }
  AppendSuffixMarks(text);
}
 
void ResultIterator::IterateAndAppendUTF8TextlineText(std::string *text) {
  if (Empty(RIL_WORD)) {
    Next(RIL_WORD);
    return;
  }
  if (BidiDebug(1)) {
    std::vector<int> textline_order;
    std::vector<StrongScriptDirection> dirs;
    CalculateTextlineOrder(current_paragraph_is_ltr_, *this, &dirs, &textline_order);
    tprintf("Strong Script dirs     [%p/P=%s]: ",
            static_cast<void *>(it_->row()),
            current_paragraph_is_ltr_ ? "ltr" : "rtl");
    PrintScriptDirs(dirs);
    tprintf("Logical textline order [%p/P=%s]: ",
            static_cast<void *>(it_->row()),
            current_paragraph_is_ltr_ ? "ltr" : "rtl");
    for (int i : textline_order) {
      tprintf("%d ", i);
    }
    tprintf("\n");
  }
 
  int words_appended = 0;
  do {
    int numSpaces = preserve_interword_spaces_ ? it_->word()->word->space() : (words_appended > 0);
    for (int i = 0; i < numSpaces; ++i) {
      *text += " ";
    }
    AppendUTF8WordText(text);
    words_appended++;
    if (BidiDebug(2)) {
      tprintf("Num spaces=%d, text=%s\n", numSpaces, text->c_str());
    }
  } while (Next(RIL_WORD) && !IsAtBeginningOf(RIL_TEXTLINE));
  if (BidiDebug(1)) {
    tprintf("%d words printed\n", words_appended);
  }
  *text += line_separator_;
  // If we just finished a paragraph, add an extra newline.
  if (IsAtBeginningOf(RIL_PARA)) {
    *text += paragraph_separator_;
  }
}
 
void ResultIterator::AppendUTF8ParagraphText(std::string *text) const {
  ResultIterator it(*this);
  it.RestartParagraph();
  it.MoveToLogicalStartOfTextline();
  if (it.Empty(RIL_WORD)) {
    return;
  }
  do {
    it.IterateAndAppendUTF8TextlineText(text);
  } while (it.it_->block() != nullptr && !it.IsAtBeginningOf(RIL_PARA));
}
 
bool ResultIterator::BidiDebug(int min_level) const {
  int debug_level = 1;
  auto *p = ParamUtils::FindParam<IntParam>("bidi_debug", GlobalParams()->int_params,
                                            tesseract_->params()->int_params);
  if (p != nullptr) {
    debug_level = (int32_t)(*p);
  }
  return debug_level >= min_level;
}
 
} // namespace tesseract.