tesseract/unittest/resultiterator_test.cc

#include <allheaders.h>
#include <tesseract/baseapi.h>
#include <tesseract/resultiterator.h>
#include <string>
#include "scrollview.h"

#include "include_gunit.h"
#include "log.h" // for LOG

namespace tesseract {

// DEFINE_string(tess_config, "", "config file for tesseract");
// DEFINE_bool(visual_test, false, "Runs a visual test using scrollview");

// The fixture for testing Tesseract.
class ResultIteratorTest : public testing::Test {
protected:
  std::string TestDataNameToPath(const std::string &name) {
    return file::JoinPath(TESTING_DIR, name);
  }
  std::string TessdataPath() {
    return file::JoinPath(TESSDATA_DIR, "");
  }
  std::string OutputNameToPath(const std::string &name) {
    file::MakeTmpdir();
    return file::JoinPath(FLAGS_test_tmpdir, name);
  }

  ResultIteratorTest() {
    src_pix_ = nullptr;
  }
  ~ResultIteratorTest() override = default;

  void SetImage(const char *filename) {
    src_pix_ = pixRead(TestDataNameToPath(filename).c_str());
    api_.Init(TessdataPath().c_str(), "eng", tesseract::OEM_TESSERACT_ONLY);
    //    if (!FLAGS_tess_config.empty())
    //      api_.ReadConfigFile(FLAGS_tess_config.c_str());
    api_.SetPageSegMode(tesseract::PSM_AUTO);
    api_.SetImage(src_pix_);
    src_pix_.destroy();
    src_pix_ = api_.GetInputImage();
  }

  // Rebuilds the image using the binary images at the given level, and
  // EXPECTs that the number of pixels in the xor of the rebuilt image with
  // the original is at most max_diff.
  void VerifyRebuild(int max_diff, PageIteratorLevel level, PageIterator *it) {
    it->Begin();
    int width = pixGetWidth(src_pix_);
    int height = pixGetHeight(src_pix_);
    int depth = pixGetDepth(src_pix_);
    Image pix = pixCreate(width, height, depth);
    EXPECT_TRUE(depth == 1 || depth == 8);
    if (depth == 8) {
      pixSetAll(pix);
    }
    do {
      int left, top, right, bottom;
      PageIteratorLevel im_level = level;
      // If the return is false, it is a non-text block so get the block image.
      if (!it->BoundingBox(level, &left, &top, &right, &bottom)) {
        im_level = tesseract::RIL_BLOCK;
        EXPECT_TRUE(it->BoundingBox(im_level, &left, &top, &right, &bottom));
      }
      LOG(INFO) << "BBox: [L:" << left << ", T:" << top << ", R:" << right << ", B:" << bottom
                << "]"
                << "\n";
      Image block_pix;
      if (depth == 1) {
        block_pix = it->GetBinaryImage(im_level);
        pixRasterop(pix, left, top, right - left, bottom - top, PIX_SRC ^ PIX_DST, block_pix, 0, 0);
      } else {
        block_pix = it->GetImage(im_level, 2, src_pix_, &left, &top);
        pixRasterop(pix, left, top, pixGetWidth(block_pix), pixGetHeight(block_pix),
                    PIX_SRC & PIX_DST, block_pix, 0, 0);
      }
      CHECK(block_pix != nullptr);
      block_pix.destroy();
    } while (it->Next(level));
    //    if (base::GetFlag(FLAGS_v) >= 1)
    //      pixWrite(OutputNameToPath("rebuilt.png").c_str(), pix, IFF_PNG);
    pixRasterop(pix, 0, 0, width, height, PIX_SRC ^ PIX_DST, src_pix_, 0, 0);
    if (depth == 8) {
      Image binary_pix = pixThresholdToBinary(pix, 128);
      pix.destroy();
      pixInvert(binary_pix, binary_pix);
      pix = binary_pix;
    }
    //    if (base::GetFlag(FLAGS_v) >= 1)
    //      pixWrite(OutputNameToPath("rebuiltxor.png").c_str(), pix, IFF_PNG);
    l_int32 pixcount;
    pixCountPixels(pix, &pixcount, nullptr);
    if (pixcount > max_diff) {
      std::string outfile = OutputNameToPath("failedxor.png");
      LOG(INFO) << "outfile = " << outfile << "\n";
      pixWrite(outfile.c_str(), pix, IFF_PNG);
    }
    pix.destroy();
    LOG(INFO) << "At level " << level << ": pix diff = " << pixcount << "\n";
    EXPECT_LE(pixcount, max_diff);
    //    if (base::GetFlag(FLAGS_v) > 1) CHECK_LE(pixcount, max_diff);
  }

  // Rebuilds the text from the iterator strings at the given level, and
  // EXPECTs that the rebuild string exactly matches the truth string.
  void VerifyIteratorText(const std::string &truth, PageIteratorLevel level, ResultIterator *it) {
    LOG(INFO) << "Text Test Level " << level << "\n";
    it->Begin();
    std::string result;
    do {
      char *text = it->GetUTF8Text(level);
      result += text;
      delete[] text;
      if ((level == tesseract::RIL_WORD || level == tesseract::RIL_SYMBOL) &&
          it->IsAtFinalElement(tesseract::RIL_WORD, level)) {
        if (it->IsAtFinalElement(tesseract::RIL_TEXTLINE, level)) {
          result += '\n';
        } else {
          result += ' ';
        }
        if (it->IsAtFinalElement(tesseract::RIL_PARA, level) &&
            !(it->IsAtFinalElement(tesseract::RIL_BLOCK, level))) {
          result += '\n';
        }
      }
    } while (it->Next(level));
    EXPECT_STREQ(truth.c_str(), result.c_str()) << "Rebuild failed at Text Level " << level;
  }

  void VerifyRebuilds(int block_limit, int para_limit, int line_limit, int word_limit,
                      int symbol_limit, PageIterator *it) {
    VerifyRebuild(block_limit, tesseract::RIL_BLOCK, it);
    VerifyRebuild(para_limit, tesseract::RIL_PARA, it);
    VerifyRebuild(line_limit, tesseract::RIL_TEXTLINE, it);
    VerifyRebuild(word_limit, tesseract::RIL_WORD, it);
    VerifyRebuild(symbol_limit, tesseract::RIL_SYMBOL, it);
  }

  void VerifyAllText(const std::string &truth, ResultIterator *it) {
    VerifyIteratorText(truth, tesseract::RIL_BLOCK, it);
    VerifyIteratorText(truth, tesseract::RIL_PARA, it);
    VerifyIteratorText(truth, tesseract::RIL_TEXTLINE, it);
    VerifyIteratorText(truth, tesseract::RIL_WORD, it);
    VerifyIteratorText(truth, tesseract::RIL_SYMBOL, it);
  }

  // Verifies that ResultIterator::CalculateTextlineOrder() produces the right
  // results given an array of word directions (word_dirs[num_words]), an
  // expected output reading order
  // (expected_reading_order[num_reading_order_entries]) and a given reading
  // context (ltr or rtl).
  void ExpectTextlineReadingOrder(bool in_ltr_context, const StrongScriptDirection *word_dirs,
                                  int num_words, int *expected_reading_order,
                                  int num_reading_order_entries) const {
    std::vector<StrongScriptDirection> gv_word_dirs;
    for (int i = 0; i < num_words; i++) {
      gv_word_dirs.push_back(word_dirs[i]);
    }

    std::vector<int> calculated_order;
    ResultIterator::CalculateTextlineOrder(in_ltr_context, gv_word_dirs, &calculated_order);
    // STL vector can be used with EXPECT_EQ, so convert...
    std::vector<int> correct_order(expected_reading_order,
                                   expected_reading_order + num_reading_order_entries);
    EXPECT_EQ(correct_order, calculated_order);
  }

  // Verify that ResultIterator::CalculateTextlineOrder() produces sane output
  // for a given array of word_dirs[num_words] in ltr or rtl context.
  // Sane means that the output contains some permutation of the indices
  // 0..[num_words - 1] interspersed optionally with negative (marker) values.
  void VerifySaneTextlineOrder(bool in_ltr_context, const StrongScriptDirection *word_dirs,
                               int num_words) const {
    std::vector<StrongScriptDirection> gv_word_dirs;
    for (int i = 0; i < num_words; i++) {
      gv_word_dirs.push_back(word_dirs[i]);
    }

    std::vector<int> output;
    ResultIterator::CalculateTextlineOrder(in_ltr_context, gv_word_dirs, &output);
    ASSERT_GE(output.size(), num_words);
    std::vector<int> output_copy(output);
    std::sort(output_copy.begin(), output_copy.end());
    bool sane = true;
    unsigned j = 0;
    while (j < output_copy.size() && output_copy[j] < 0) {
      j++;
    }
    for (int i = 0; i < num_words; i++, j++) {
      if (output_copy[j] != i) {
        sane = false;
        break;
      }
    }
    if (j != output_copy.size()) {
      sane = false;
    }
    if (!sane) {
      std::vector<int> empty;
      EXPECT_EQ(output, empty) << " permutation of 0.." << num_words - 1 << " not found in "
                               << (in_ltr_context ? "ltr" : "rtl") << " context.";
    }
  }

  // Objects declared here can be used by all tests in the test case for Foo.
  Image src_pix_; // Borrowed from api_. Do not destroy.
  std::string ocr_text_;
  tesseract::TessBaseAPI api_;
};

// Tests layout analysis output (and scrollview) on the UNLV page numbered
// 8087_054.3G.tif. (Dubrovnik), but only if --visual_test is true.
//
// TEST_F(ResultIteratorTest, VisualTest) {
//  if (!FLAGS_visual_test) return;
//  const char* kIms[] = {"8087_054.3G.tif", "8071_093.3B.tif", nullptr};
//  for (int i = 0; kIms[i] != nullptr; ++i) {
//    SetImage(kIms[i]);
//    // Just run layout analysis.
//    PageIterator* it = api_.AnalyseLayout();
//    EXPECT_FALSE(it == nullptr);
//    // Make a scrollview window for the display.
//    int width = pixGetWidth(src_pix_);
//    int height = pixGetHeight(src_pix_);
//    ScrollView* win =
//        new ScrollView(kIms[i], 100, 100, width / 2, height / 2, width, height);
//    win->Image(src_pix_, 0, 0);
//    it->Begin();
//    ScrollView::Color color = ScrollView::RED;
//    win->Brush(ScrollView::NONE);
//    do {
//      Pta* pts = it->BlockPolygon();
//      if (pts != nullptr) {
//        win->Pen(color);
//        int num_pts = ptaGetCount(pts);
//        l_float32 x, y;
//        ptaGetPt(pts, num_pts - 1, &x, &y);
//        win->SetCursor(static_cast<int>(x), static_cast<int>(y));
//        for (int p = 0; p < num_pts; ++p) {
//          ptaGetPt(pts, p, &x, &y);
//          win->DrawTo(static_cast<int>(x), static_cast<int>(y));
//        }
//      }
//      ptaDestroy(&pts);
//    } while (it->Next(tesseract::RIL_BLOCK));
//    win->Update();
//    delete win->AwaitEvent(SVET_DESTROY);
//    delete win;
//    delete it;
//  }
//}

// Tests that Tesseract gets exactly the right answer on phototest.
TEST_F(ResultIteratorTest, EasyTest) {
  SetImage("phototest.tif");
  // Just run layout analysis.
  PageIterator *p_it = api_.AnalyseLayout();
  EXPECT_FALSE(p_it == nullptr);
  // Check iterator position.
  EXPECT_TRUE(p_it->IsAtBeginningOf(tesseract::RIL_BLOCK));
  // This should be a single block.
  EXPECT_FALSE(p_it->Next(tesseract::RIL_BLOCK));
  EXPECT_FALSE(p_it->IsAtBeginningOf(tesseract::RIL_BLOCK));

  // The images should rebuild almost perfectly.
  LOG(INFO) << "Verifying image rebuilds 1 (pageiterator)"
            << "\n";
  VerifyRebuilds(10, 10, 0, 0, 0, p_it);
  delete p_it;

  char *result = api_.GetUTF8Text();
  ocr_text_ = result;
  delete[] result;
  ResultIterator *r_it = api_.GetIterator();
  // The images should rebuild almost perfectly.
  LOG(INFO) << "Verifying image rebuilds 2a (resultiterator)"
            << "\n";
  VerifyRebuilds(8, 8, 0, 0, 40, r_it);
  // Test the text.
  LOG(INFO) << "Verifying text rebuilds 1 (resultiterator)"
            << "\n";
  VerifyAllText(ocr_text_, r_it);

  // The images should rebuild almost perfectly.
  LOG(INFO) << "Verifying image rebuilds 2b (resultiterator)"
            << "\n";
  VerifyRebuilds(8, 8, 0, 0, 40, r_it);

  r_it->Begin();
  // Test baseline of the first line.
  int x1, y1, x2, y2;
  r_it->Baseline(tesseract::RIL_TEXTLINE, &x1, &y1, &x2, &y2);
  LOG(INFO) << "Baseline ("
     << x1 << ',' << y1 << ")->(" << x2 << ',' << y2 << ")\n";
  // Make sure we have a decent vector.
  EXPECT_GE(x2, x1 + 400);
  // The point 200,116 should be very close to the baseline.
  // (x3,y3) is the vector from (x1,y1) to (200,116)
  int x3 = 200 - x1;
  int y3 = 116 - y1;
  x2 -= x1;
  y2 -= y1;
  // The cross product (x2,y1)x(x3,y3) should be small.
  int product = x2 * y3 - x3 * y2;
  EXPECT_LE(abs(product), x2);

  // Test font attributes for each word.
  do {
    bool bold, italic, underlined, monospace, serif, smallcaps;
    int pointsize, font_id;
    const char *font = r_it->WordFontAttributes(&bold, &italic, &underlined, &monospace, &serif,
                                                &smallcaps, &pointsize, &font_id);
    float confidence = r_it->Confidence(tesseract::RIL_WORD);
    EXPECT_GE(confidence, 80.0f);
    char *word_str = r_it->GetUTF8Text(tesseract::RIL_WORD);
    LOG(INFO) << "Word " << word_str << " in font " << font
      << ", id " << font_id << ", size " << pointsize
      << ", conf " << confidence << "\n";
    delete[] word_str;
    EXPECT_FALSE(bold);
    EXPECT_FALSE(italic);
    EXPECT_FALSE(underlined);
    EXPECT_FALSE(monospace);
    EXPECT_FALSE(serif);
    // The text is about 31 pixels high.  Above we say the source is 200 ppi,
    // which translates to:
    // 31 pixels / textline * (72 pts / inch) / (200 pixels / inch) = 11.16 pts
    EXPECT_GE(pointsize, 11.16 - 1.50);
    EXPECT_LE(pointsize, 11.16 + 1.50);
  } while (r_it->Next(tesseract::RIL_WORD));
  delete r_it;
}

// Tests image rebuild on the UNLV page numbered 8087_054.3B.tif. (Dubrovnik)
TEST_F(ResultIteratorTest, ComplexTest) {
  SetImage("8087_054.3B.tif");
  // Just run layout analysis.
  PageIterator *it = api_.AnalyseLayout();
  EXPECT_FALSE(it == nullptr);
  // The images should rebuild almost perfectly.
  VerifyRebuilds(2073, 2073, 2080, 2081, 2090, it);
  delete it;
}

// Tests image rebuild on the UNLV page numbered 8087_054.3G.tif. (Dubrovnik)
TEST_F(ResultIteratorTest, GreyTest) {
  SetImage("8087_054.3G.tif");
  // Just run layout analysis.
  PageIterator *it = api_.AnalyseLayout();
  EXPECT_FALSE(it == nullptr);
  // The images should rebuild almost perfectly.
  VerifyRebuilds(600, 600, 600, 600, 600, it);
  delete it;
}

// Tests that Tesseract gets smallcaps and dropcaps.
TEST_F(ResultIteratorTest, SmallCapDropCapTest) {
#ifdef DISABLED_LEGACY_ENGINE
  // Skip test as LSTM mode does not recognize smallcaps & dropcaps attributes.
  GTEST_SKIP();
#else
  SetImage("8071_093.3B.tif");
  char *result = api_.GetUTF8Text();
  delete[] result;
  ResultIterator *r_it = api_.GetIterator();
  // Iterate over the words.
  int found_dropcaps = 0;
  int found_smallcaps = 0;
  int false_positives = 0;
  do {
    bool bold, italic, underlined, monospace, serif, smallcaps;
    int pointsize, font_id;
    r_it->WordFontAttributes(&bold, &italic, &underlined, &monospace, &serif, &smallcaps,
                             &pointsize, &font_id);
    char *word_str = r_it->GetUTF8Text(tesseract::RIL_WORD);
    if (word_str != nullptr) {
      LOG(INFO) << "Word " << word_str
        << " is " << (smallcaps ? "SMALLCAPS" : "Normal") << "\n";
      if (r_it->SymbolIsDropcap()) {
        ++found_dropcaps;
      }
      if (strcmp(word_str, "SHE") == 0 || strcmp(word_str, "MOPED") == 0 ||
          strcmp(word_str, "RALPH") == 0 || strcmp(word_str, "KINNEY") == 0 || // Not working yet.
          strcmp(word_str, "BENNETT") == 0) {
        EXPECT_TRUE(smallcaps) << word_str;
        ++found_smallcaps;
      } else {
        if (smallcaps) {
          ++false_positives;
        }
      }
      // No symbol other than the first of any word should be dropcap.
      ResultIterator s_it(*r_it);
      while (s_it.Next(tesseract::RIL_SYMBOL) && !s_it.IsAtBeginningOf(tesseract::RIL_WORD)) {
        if (s_it.SymbolIsDropcap()) {
          char *sym_str = s_it.GetUTF8Text(tesseract::RIL_SYMBOL);
          LOG(ERROR) << "Symbol " << sym_str << " of word " << word_str << " is dropcap";
          delete[] sym_str;
        }
        EXPECT_FALSE(s_it.SymbolIsDropcap());
      }
      delete[] word_str;
    }
  } while (r_it->Next(tesseract::RIL_WORD));
  delete r_it;
  EXPECT_EQ(1, found_dropcaps);
  EXPECT_GE(4, found_smallcaps);
  EXPECT_LE(false_positives, 3);
#endif // def DISABLED_LEGACY_ENGINE
}

#if 0
// TODO(rays) uncomment on the next change to layout analysis.
// CL 22736106 breaks it, but it is fixed in the change when
// the textline finders start to collapse.

// Tests that Tesseract gets subscript and superscript.
// TODO(rays) This test is a bit feeble, due to bad textline finding on this
// image, so beef up the test a bit when we get less false positive subs.
TEST_F(ResultIteratorTest, SubSuperTest) {
  SetImage("0146_281.3B.tif");
  char* result = api_.GetUTF8Text();
  delete [] result;
  ResultIterator* r_it = api_.GetIterator();
  // Iterate over the symbols.
  // Accuracy isn't great, so just count up and expect a decent count of
  // positives and negatives.
  const char kAllowedSupers[] = "O0123456789-";
  int found_subs = 0;
  int found_supers = 0;
  int found_normal = 0;
  do {
    if (r_it->SymbolIsSubscript()) {
      ++found_subs;
    } else if (r_it->SymbolIsSuperscript()) {
      result = r_it->GetUTF8Text(tesseract::RIL_SYMBOL);
      if (strchr(kAllowedSupers, result[0]) == nullptr) {
        char* word = r_it->GetUTF8Text(tesseract::RIL_WORD);
        LOG(ERROR) << "Char " << result << " in word " << word << " is unexpected super!";
        delete [] word;
        EXPECT_TRUE(strchr(kAllowedSupers, result[0]) != nullptr);
      }
      delete [] result;
      ++found_supers;
    } else {
      ++found_normal;
    }
  } while (r_it->Next(tesseract::RIL_SYMBOL));
  delete r_it;
  LOG(INFO) << "Subs = " << found_subs << ", supers= " << found_supers
    << ", normal = " << found_normal << "\n";
  EXPECT_GE(found_subs, 25);
  EXPECT_GE(found_supers, 25);
  EXPECT_GE(found_normal, 1350);
}
#endif

static const StrongScriptDirection dL = DIR_LEFT_TO_RIGHT;
static const StrongScriptDirection dR = DIR_RIGHT_TO_LEFT;
static const StrongScriptDirection dN = DIR_NEUTRAL;

// Test that a sequence of words that could be interpreted to start from
// the left side left-to-right or from the right side right-to-left is
// interpreted appropriately in different contexts.
TEST_F(ResultIteratorTest, DualStartTextlineOrderTest) {
  const StrongScriptDirection word_dirs[] = {dL, dL, dN, dL, dN, dR, dR, dR};
  int reading_order_rtl_context[] = {7, 6, 5, 4, ResultIterator::kMinorRunStart,
                                     0, 1, 2, 3, ResultIterator::kMinorRunEnd};
  int reading_order_ltr_context[] = {
      0, 1, 2, 3, 4, ResultIterator::kMinorRunStart, 7, 6, 5, ResultIterator::kMinorRunEnd};

  ExpectTextlineReadingOrder(true, word_dirs, countof(word_dirs), reading_order_ltr_context,
                             countof(reading_order_ltr_context));
  ExpectTextlineReadingOrder(false, word_dirs, countof(word_dirs), reading_order_rtl_context,
                             countof(reading_order_rtl_context));
}

// Tests that clearly left-direction text (with no right-to-left indications)
// comes out strictly left to right no matter the context.
TEST_F(ResultIteratorTest, LeftwardTextlineOrderTest) {
  const StrongScriptDirection word_dirs[] = {dL, dL, dN, dL, dN, dN, dL, dL};
  // The order here is just left to right, nothing fancy.
  int reading_order_ltr_context[] = {0, 1, 2, 3, 4, 5, 6, 7};
  // In the strange event that this shows up in an RTL paragraph, nonetheless
  // just presume the whole thing is an LTR line.
  int reading_order_rtl_context[] = {ResultIterator::kMinorRunStart, 0, 1, 2, 3, 4, 5, 6, 7,
                                     ResultIterator::kMinorRunEnd};

  ExpectTextlineReadingOrder(true, word_dirs, countof(word_dirs), reading_order_ltr_context,
                             countof(reading_order_ltr_context));
  ExpectTextlineReadingOrder(false, word_dirs, countof(word_dirs), reading_order_rtl_context,
                             countof(reading_order_rtl_context));
}

// Test that right-direction text comes out strictly right-to-left in
// a right-to-left context.
TEST_F(ResultIteratorTest, RightwardTextlineOrderTest) {
  const StrongScriptDirection word_dirs[] = {dR, dR, dN, dR, dN, dN, dR, dR};
  // The order here is just right-to-left, nothing fancy.
  int reading_order_rtl_context[] = {7, 6, 5, 4, 3, 2, 1, 0};
  ExpectTextlineReadingOrder(false, word_dirs, countof(word_dirs), reading_order_rtl_context,
                             countof(reading_order_rtl_context));
}

TEST_F(ResultIteratorTest, TextlineOrderSanityCheck) {
  // Iterate through all 7-word sequences and make sure that the output
  // contains each of the indices 0..6 exactly once.
  const int kNumWords(7);
  const int kNumCombos = 1 << (2 * kNumWords); // 4 ^ 7 combinations
  StrongScriptDirection word_dirs[kNumWords];
  for (int i = 0; i < kNumCombos; i++) {
    // generate the next combination.
    int tmp = i;
    for (auto &word_dir : word_dirs) {
      word_dir = static_cast<StrongScriptDirection>(tmp % 4);
      tmp = tmp / 4;
    }
    VerifySaneTextlineOrder(true, word_dirs, kNumWords);
    VerifySaneTextlineOrder(false, word_dirs, kNumWords);
  }
}

// TODO: Missing image
TEST_F(ResultIteratorTest, DISABLED_NonNullChoicesTest) {
  SetImage("5318c4b679264.jpg");
  char *result = api_.GetUTF8Text();
  delete[] result;
  ResultIterator *r_it = api_.GetIterator();
  // Iterate over the words.
  do {
    char *word_str = r_it->GetUTF8Text(tesseract::RIL_WORD);
    if (word_str != nullptr) {
      LOG(INFO) << "Word " << word_str << ":\n";
      ResultIterator s_it = *r_it;
      do {
        tesseract::ChoiceIterator c_it(s_it);
        do {
          const char *char_str = c_it.GetUTF8Text();
          if (char_str == nullptr) {
            LOG(INFO) << "Null char choice"
                      << "\n";
          } else {
            LOG(INFO) << "Char choice " << char_str << "\n";
          }
          CHECK(char_str != nullptr);
        } while (c_it.Next());
      } while (!s_it.IsAtFinalElement(tesseract::RIL_WORD, tesseract::RIL_SYMBOL) &&
               s_it.Next(tesseract::RIL_SYMBOL));
      delete[] word_str;
    }
  } while (r_it->Next(tesseract::RIL_WORD));
  delete r_it;
}

// TODO: Missing image
TEST_F(ResultIteratorTest, NonNullConfidencesTest) {
  //  SetImage("line6.tiff");
  SetImage("trainingitalline.tif");
  api_.SetPageSegMode(tesseract::PSM_SINGLE_BLOCK);
  // Force recognition so we can used the result iterator.
  // We don't care about the return from GetUTF8Text.
  char *result = api_.GetUTF8Text();
  delete[] result;
  ResultIterator *r_it = api_.GetIterator();
  // Iterate over the words.
  do {
    char *word_str = r_it->GetUTF8Text(tesseract::RIL_WORD);
    if (word_str != nullptr) {
      EXPECT_FALSE(r_it->Empty(tesseract::RIL_WORD));
      EXPECT_FALSE(r_it->Empty(tesseract::RIL_SYMBOL));
      ResultIterator s_it = *r_it;
      do {
        const char *char_str = s_it.GetUTF8Text(tesseract::RIL_SYMBOL);
        CHECK(char_str != nullptr);
        float confidence = s_it.Confidence(tesseract::RIL_SYMBOL);
        LOG(INFO) << "Char " << char_str << " has confidence " << confidence << "\n";
        delete[] char_str;
      } while (!s_it.IsAtFinalElement(tesseract::RIL_WORD, tesseract::RIL_SYMBOL) &&
               s_it.Next(tesseract::RIL_SYMBOL));
      delete[] word_str;
    } else {
      LOG(INFO) << "Empty word found"
                << "\n";
    }
  } while (r_it->Next(tesseract::RIL_WORD));
  delete r_it;
}

} // namespace tesseract