/////////////////////////////////////////////////////////////////////// // File: unicharcompress.cpp // Description: Unicode re-encoding using a sequence of smaller numbers in // place of a single large code for CJK, similarly for Indic, // and dissection of ligatures for other scripts. // Author: Ray Smith // Created: Wed Mar 04 14:45:01 PST 2015 // // (C) Copyright 2015, 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 "unicharcompress.h" #include #include #include "tprintf.h" namespace tesseract { // String used to represent the null_id in direct_set. const char* kNullChar = ""; // Radix to make unique values from the stored radical codes. const int kRadicalRadix = 29; // "Hash" function for const std::vector computes the sum of elements. // Build a unique number for each code sequence that we can use as the index in // a hash map of ints instead of trying to hash the vectors. static int RadicalPreHash(const std::vector& rs) { size_t result = 0; for (int radical : rs) { result *= kRadicalRadix; result += radical; } return result; } // A hash map to convert unicodes to radical encoding. typedef std::unordered_map>> RSMap; // A hash map to count occurrences of each radical encoding. typedef std::unordered_map RSCounts; static bool DecodeRadicalLine(STRING* radical_data_line, RSMap* radical_map) { if (radical_data_line->length() == 0 || (*radical_data_line)[0] == '#') return true; GenericVector entries; radical_data_line->split(' ', &entries); if (entries.size() < 2) return false; char* end = nullptr; int unicode = strtol(&entries[0][0], &end, 10); if (*end != '\0') return false; std::unique_ptr> radicals(new std::vector); for (int i = 1; i < entries.size(); ++i) { int radical = strtol(&entries[i][0], &end, 10); if (*end != '\0') return false; radicals->push_back(radical); } (*radical_map)[unicode] = std::move(radicals); return true; } // Helper function builds the RSMap from the radical-stroke file, which has // already been read into a STRING. Returns false on error. // The radical_stroke_table is non-const because it gets split and the caller // is unlikely to want to use it again. static bool DecodeRadicalTable(STRING* radical_data, RSMap* radical_map) { GenericVector lines; radical_data->split('\n', &lines); for (int i = 0; i < lines.size(); ++i) { if (!DecodeRadicalLine(&lines[i], radical_map)) { tprintf("Invalid format in radical table at line %d: %s\n", i, lines[i].string()); return false; } } return true; } UnicharCompress::UnicharCompress() : code_range_(0) {} UnicharCompress::UnicharCompress(const UnicharCompress& src) { *this = src; } UnicharCompress::~UnicharCompress() { Cleanup(); } UnicharCompress& UnicharCompress::operator=(const UnicharCompress& src) { Cleanup(); encoder_ = src.encoder_; code_range_ = src.code_range_; SetupDecoder(); return *this; } // Computes the encoding for the given unicharset. It is a requirement that // the file training/langdata/radical-stroke.txt have been read into the // input string radical_stroke_table. // Returns false if the encoding cannot be constructed. bool UnicharCompress::ComputeEncoding(const UNICHARSET& unicharset, int null_id, STRING* radical_stroke_table) { RSMap radical_map; if (radical_stroke_table != nullptr && !DecodeRadicalTable(radical_stroke_table, &radical_map)) return false; encoder_.clear(); UNICHARSET direct_set; // To avoid unused codes, clear the special codes from the direct_set. direct_set.clear(); // Always keep space as 0; direct_set.unichar_insert(" ", OldUncleanUnichars::kTrue); // Null char is next if we have one. if (null_id >= 0) { direct_set.unichar_insert(kNullChar); } RSCounts radical_counts; // In the initial map, codes [0, unicharset.size()) are // reserved for non-han/hangul sequences of 1 or more unicodes. int hangul_offset = unicharset.size(); // Hangul takes the next range [hangul_offset, hangul_offset + kTotalJamos). const int kTotalJamos = kLCount + kVCount + kTCount; // Han takes the codes beyond hangul_offset + kTotalJamos. Since it is hard // to measure the number of radicals and strokes, initially we use the same // code range for all 3 Han code positions, and fix them after. int han_offset = hangul_offset + kTotalJamos; int max_num_strokes = -1; for (int u = 0; u <= unicharset.size(); ++u) { // We special-case allow null_id to be equal to unicharset.size() in case // there is no space in unicharset for it. if (u == unicharset.size() && u != null_id) break; // Finished RecodedCharID code; // Convert to unicodes. std::vector unicodes; string cleaned; if (u < unicharset.size()) cleaned = UNICHARSET::CleanupString(unicharset.id_to_unichar(u)); if (u < unicharset.size() && (unicodes = UNICHAR::UTF8ToUTF32(cleaned.c_str())).size() == 1) { // Check single unicodes for Hangul/Han and encode if so. int unicode = unicodes[0]; int leading, vowel, trailing; auto it = radical_map.find(unicode); if (it != radical_map.end()) { // This is Han. Use the radical codes directly. int num_radicals = it->second->size(); for (int c = 0; c < num_radicals; ++c) { code.Set(c, han_offset + (*it->second)[c]); } int pre_hash = RadicalPreHash(*it->second); int num_samples = radical_counts[pre_hash]++; if (num_samples > 0) code.Set(num_radicals, han_offset + num_samples + kRadicalRadix); } else if (DecomposeHangul(unicode, &leading, &vowel, &trailing)) { // This is Hangul. Since we know the exact size of each part at compile // time, it gets the bottom set of codes. code.Set3(leading + hangul_offset, vowel + kLCount + hangul_offset, trailing + kLCount + kVCount + hangul_offset); } } // If the code is still empty, it wasn't Han or Hangul. if (code.length() == 0) { // Special cases. if (u == UNICHAR_SPACE) { code.Set(0, 0); // Space. } else if (u == null_id || (unicharset.has_special_codes() && u < SPECIAL_UNICHAR_CODES_COUNT)) { code.Set(0, direct_set.unichar_to_id(kNullChar)); } else { // Add the direct_set unichar-ids of the unicodes in sequence to the // code. for (int i = 0; i < unicodes.size(); ++i) { int position = code.length(); if (position >= RecodedCharID::kMaxCodeLen) { tprintf("Unichar %d=%s is too long to encode!!\n", u, unicharset.id_to_unichar(u)); return false; } int uni = unicodes[i]; UNICHAR unichar(uni); char* utf8 = unichar.utf8_str(); if (!direct_set.contains_unichar(utf8)) direct_set.unichar_insert(utf8); code.Set(position, direct_set.unichar_to_id(utf8)); delete[] utf8; if (direct_set.size() > unicharset.size() + !unicharset.has_special_codes()) { // Code space got bigger! tprintf("Code space expanded from original unicharset!!\n"); return false; } } } } encoder_.push_back(code); } // Now renumber Han to make all codes unique. We already added han_offset to // all Han. Now separate out the radical, stroke, and count codes for Han. // In the uniqued Han encoding, the 1st code uses the next radical_map.size() // values, the 2nd code uses the next max_num_strokes+1 values, and the 3rd // code uses the rest for the max number of duplicated radical/stroke combos. int code_offset = 0; for (int i = 0; i < RecodedCharID::kMaxCodeLen; ++i) { int max_offset = 0; for (int u = 0; u < unicharset.size(); ++u) { RecodedCharID* code = &encoder_[u]; if (code->length() <= i) continue; max_offset = std::max(max_offset, (*code)(i)-han_offset); code->Set(i, (*code)(i) + code_offset); } if (max_offset == 0) break; code_offset += max_offset + 1; } DefragmentCodeValues(null_id >= 0 ? 1 : -1); SetupDecoder(); return true; } // Sets up an encoder that doesn't change the unichars at all, so it just // passes them through unchanged. void UnicharCompress::SetupPassThrough(const UNICHARSET& unicharset) { GenericVector codes; for (int u = 0; u < unicharset.size(); ++u) { RecodedCharID code; code.Set(0, u); codes.push_back(code); } if (!unicharset.has_special_codes()) { RecodedCharID code; code.Set(0, unicharset.size()); codes.push_back(code); } SetupDirect(codes); } // Sets up an encoder directly using the given encoding vector, which maps // unichar_ids to the given codes. void UnicharCompress::SetupDirect(const GenericVector& codes) { encoder_ = codes; ComputeCodeRange(); SetupDecoder(); } // Renumbers codes to eliminate unused values. void UnicharCompress::DefragmentCodeValues(int encoded_null) { // There may not be any Hangul, but even if there is, it is possible that not // all codes are used. Likewise with the Han encoding, it is possible that not // all numbers of strokes are used. ComputeCodeRange(); GenericVector offsets; offsets.init_to_size(code_range_, 0); // Find which codes are used for (int c = 0; c < encoder_.size(); ++c) { const RecodedCharID& code = encoder_[c]; for (int i = 0; i < code.length(); ++i) { offsets[code(i)] = 1; } } // Compute offsets based on code use. int offset = 0; for (int i = 0; i < offsets.size(); ++i) { // If not used, decrement everything above here. // We are moving encoded_null to the end, so it is not "used". if (offsets[i] == 0 || i == encoded_null) { --offset; } else { offsets[i] = offset; } } if (encoded_null >= 0) { // The encoded_null is moving to the end, for the benefit of TensorFlow, // which is offsets.size() + offsets.back(). offsets[encoded_null] = offsets.size() + offsets.back() - encoded_null; } // Now apply the offsets. for (int c = 0; c < encoder_.size(); ++c) { RecodedCharID* code = &encoder_[c]; for (int i = 0; i < code->length(); ++i) { int value = (*code)(i); code->Set(i, value + offsets[value]); } } ComputeCodeRange(); } // Encodes a single unichar_id. Returns the length of the code, or zero if // invalid input, and the encoding itself int UnicharCompress::EncodeUnichar(int unichar_id, RecodedCharID* code) const { if (unichar_id < 0 || unichar_id >= encoder_.size()) return 0; *code = encoder_[unichar_id]; return code->length(); } // Decodes code, returning the original unichar-id, or // INVALID_UNICHAR_ID if the input is invalid. int UnicharCompress::DecodeUnichar(const RecodedCharID& code) const { int len = code.length(); if (len <= 0 || len > RecodedCharID::kMaxCodeLen) return INVALID_UNICHAR_ID; auto it = decoder_.find(code); if (it == decoder_.end()) return INVALID_UNICHAR_ID; return it->second; } // Writes to the given file. Returns false in case of error. bool UnicharCompress::Serialize(TFile* fp) const { return encoder_.SerializeClasses(fp); } // Reads from the given file. Returns false in case of error. bool UnicharCompress::DeSerialize(TFile* fp) { if (!encoder_.DeSerializeClasses(fp)) return false; ComputeCodeRange(); SetupDecoder(); return true; } // Returns a STRING containing a text file that describes the encoding thus: // [,]* // In words, a comma-separated list of one or more indices, followed by a tab // and the UTF-8 string that the code represents per line. Most simple scripts // will encode a single index to a UTF8-string, but Chinese, Japanese, Korean // and the Indic scripts will contain a many-to-many mapping. // See the class comment above for details. STRING UnicharCompress::GetEncodingAsString( const UNICHARSET& unicharset) const { STRING encoding; for (int c = 0; c < encoder_.size(); ++c) { const RecodedCharID& code = encoder_[c]; if (0 < c && c < SPECIAL_UNICHAR_CODES_COUNT && code == encoder_[c - 1]) { // Don't show the duplicate entry. continue; } encoding.add_str_int("", code(0)); for (int i = 1; i < code.length(); ++i) { encoding.add_str_int(",", code(i)); } encoding += "\t"; if (c >= unicharset.size() || (0 < c && c < SPECIAL_UNICHAR_CODES_COUNT && unicharset.has_special_codes())) { encoding += kNullChar; } else { encoding += unicharset.id_to_unichar(c); } encoding += "\n"; } return encoding; } // Helper decomposes a Hangul unicode to 3 parts, leading, vowel, trailing. // Note that the returned values are 0-based indices, NOT unicode Jamo. // Returns false if the input is not in the Hangul unicode range. /* static */ bool UnicharCompress::DecomposeHangul(int unicode, int* leading, int* vowel, int* trailing) { if (unicode < kFirstHangul) return false; int offset = unicode - kFirstHangul; if (offset >= kNumHangul) return false; const int kNCount = kVCount * kTCount; *leading = offset / kNCount; *vowel = (offset % kNCount) / kTCount; *trailing = offset % kTCount; return true; } // Computes the value of code_range_ from the encoder_. void UnicharCompress::ComputeCodeRange() { code_range_ = -1; for (int c = 0; c < encoder_.size(); ++c) { const RecodedCharID& code = encoder_[c]; for (int i = 0; i < code.length(); ++i) { if (code(i) > code_range_) code_range_ = code(i); } } ++code_range_; } // Initializes the decoding hash_map from the encoding array. void UnicharCompress::SetupDecoder() { Cleanup(); is_valid_start_.init_to_size(code_range_, false); for (int c = 0; c < encoder_.size(); ++c) { const RecodedCharID& code = encoder_[c]; decoder_[code] = c; is_valid_start_[code(0)] = true; RecodedCharID prefix = code; int len = code.length() - 1; prefix.Truncate(len); auto final_it = final_codes_.find(prefix); if (final_it == final_codes_.end()) { GenericVectorEqEq* code_list = new GenericVectorEqEq; code_list->push_back(code(len)); final_codes_[prefix] = code_list; while (--len >= 0) { prefix.Truncate(len); auto next_it = next_codes_.find(prefix); if (next_it == next_codes_.end()) { GenericVectorEqEq* code_list = new GenericVectorEqEq; code_list->push_back(code(len)); next_codes_[prefix] = code_list; } else { // We still have to search the list as we may get here via multiple // lengths of code. if (!next_it->second->contains(code(len))) next_it->second->push_back(code(len)); break; // This prefix has been processed. } } } else { if (!final_it->second->contains(code(len))) final_it->second->push_back(code(len)); } } } // Frees allocated memory. void UnicharCompress::Cleanup() { decoder_.clear(); is_valid_start_.clear(); for (auto it = next_codes_.begin(); it != next_codes_.end(); ++it) { delete it->second; } for (auto it = final_codes_.begin(); it != final_codes_.end(); ++it) { delete it->second; } next_codes_.clear(); final_codes_.clear(); } } // namespace tesseract.