#include #include #include "allheaders.h" #include #include #include "scrollview.h" #include "include_gunit.h" #include "log.h" // for LOG #include "absl/strings/str_format.h" // for absl::StrFormat namespace tesseract { // DEFINE_string(tess_config, "", "config file for tesseract"); // DEFINE_bool(visual_test, false, "Runs a visual test using scrollview"); // Helper functions for converting to STL vectors template void ToVector(const GenericVector& from, std::vector* to) { to->clear(); for (int i = 0; i < from.size(); i++) to->push_back(from[i]); } template void ToVector(const GenericVectorEqEq& from, std::vector* to) { to->clear(); for (int i = 0; i < from.size(); i++) to->push_back(from[i]); } // 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) { return file::JoinPath(FLAGS_test_tmpdir, name); } ResultIteratorTest() { src_pix_ = nullptr; } ~ResultIteratorTest() {} 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_); pixDestroy(&src_pix_); 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_); Pix* 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"; Pix* 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); pixDestroy(&block_pix); } 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) { Pix* binary_pix = pixThresholdToBinary(pix, 128); pixDestroy(&pix); 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); } pixDestroy(&pix); LOG(INFO) << absl::StrFormat("At level %d: pix diff = %d\n", level, pixcount); 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 { GenericVector gv_word_dirs; for (int i = 0; i < num_words; i++) { gv_word_dirs.push_back(word_dirs[i]); } GenericVectorEqEq output; ResultIterator::CalculateTextlineOrder(in_ltr_context, gv_word_dirs, &output); // STL vector can be used with EXPECT_EQ, so convert... std::vector correct_order( expected_reading_order, expected_reading_order + num_reading_order_entries); std::vector calculated_order; ToVector(output, &calculated_order); 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 { GenericVector gv_word_dirs; for (int i = 0; i < num_words; i++) { gv_word_dirs.push_back(word_dirs[i]); } GenericVectorEqEq output; ResultIterator::CalculateTextlineOrder(in_ltr_context, gv_word_dirs, &output); ASSERT_GE(output.size(), num_words); GenericVector output_copy(output); output_copy.sort(); bool sane = true; int 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 output_copy2, empty; ToVector(output, &output_copy2); EXPECT_EQ(output_copy2, 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. Pix* 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(x), static_cast(y)); // for (int p = 0; p < num_pts; ++p) { // ptaGetPt(pts, p, &x, &y); // win->DrawTo(static_cast(x), static_cast(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) << absl::StrFormat("Baseline (%d,%d)->(%d,%d)", 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) << absl::StrFormat("Word %s in font %s, id %d, size %d, conf %g", word_str, font, font_id, pointsize, 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) { 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) << absl::StrFormat("Word %s is %s", word_str, 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) << absl::StrFormat("Symbol %s of word %s is dropcap", sym_str, word_str); 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); } #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) << absl::StrFormat("Char %s in word %s is unexpected super!", result, word); 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) << absl::StrFormat("Subs = %d, supers= %d, normal = %d", found_subs, found_supers, 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, ABSL_ARRAYSIZE(word_dirs), reading_order_ltr_context, ABSL_ARRAYSIZE(reading_order_ltr_context)); ExpectTextlineReadingOrder(false, word_dirs, ABSL_ARRAYSIZE(word_dirs), reading_order_rtl_context, ABSL_ARRAYSIZE(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, ABSL_ARRAYSIZE(word_dirs), reading_order_ltr_context, ABSL_ARRAYSIZE(reading_order_ltr_context)); ExpectTextlineReadingOrder(false, word_dirs, ABSL_ARRAYSIZE(word_dirs), reading_order_rtl_context, ABSL_ARRAYSIZE(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, ABSL_ARRAYSIZE(word_dirs), reading_order_rtl_context, ABSL_ARRAYSIZE(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 (int j = 0; j < kNumWords; j++) { word_dirs[j] = static_cast(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) << absl::StrFormat("Word %s:", 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) << absl::StrFormat("Char %s has confidence %g\n", char_str, confidence); 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