/* * Copyright (C) 2017 The Android Open Source Project * * 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 "smartselect/tokenizer.h" #include "util/strings/utf8.h" #include "util/utf8/unicodetext.h" namespace libtextclassifier { void Tokenizer::PrepareTokenizationCodepointRanges( const std::vector<TokenizationCodepointRange>& codepoint_range_configs) { codepoint_ranges_.clear(); codepoint_ranges_.reserve(codepoint_range_configs.size()); for (const TokenizationCodepointRange& range : codepoint_range_configs) { codepoint_ranges_.push_back( CodepointRange(range.start(), range.end(), range.role())); } std::sort(codepoint_ranges_.begin(), codepoint_ranges_.end(), [](const CodepointRange& a, const CodepointRange& b) { return a.start < b.start; }); } TokenizationCodepointRange::Role Tokenizer::FindTokenizationRole( int codepoint) const { auto it = std::lower_bound(codepoint_ranges_.begin(), codepoint_ranges_.end(), codepoint, [](const CodepointRange& range, int codepoint) { // This function compares range with the // codepoint for the purpose of finding the first // greater or equal range. Because of the use of // std::lower_bound it needs to return true when // range < codepoint; the first time it will // return false the lower bound is found and // returned. // // It might seem weird that the condition is // range.end <= codepoint here but when codepoint // == range.end it means it's actually just // outside of the range, thus the range is less // than the codepoint. return range.end <= codepoint; }); if (it != codepoint_ranges_.end() && it->start <= codepoint && it->end > codepoint) { return it->role; } else { return TokenizationCodepointRange::DEFAULT_ROLE; } } std::vector<Token> Tokenizer::Tokenize(const std::string& utf8_text) const { UnicodeText context_unicode = UTF8ToUnicodeText(utf8_text, /*do_copy=*/false); std::vector<Token> result; Token new_token("", 0, 0); int codepoint_index = 0; for (auto it = context_unicode.begin(); it != context_unicode.end(); ++it, ++codepoint_index) { TokenizationCodepointRange::Role role = FindTokenizationRole(*it); if (role & TokenizationCodepointRange::SPLIT_BEFORE) { if (!new_token.value.empty()) { result.push_back(new_token); } new_token = Token("", codepoint_index, codepoint_index); } if (!(role & TokenizationCodepointRange::DISCARD_CODEPOINT)) { new_token.value += std::string( it.utf8_data(), it.utf8_data() + GetNumBytesForNonZeroUTF8Char(it.utf8_data())); ++new_token.end; } if (role & TokenizationCodepointRange::SPLIT_AFTER) { if (!new_token.value.empty()) { result.push_back(new_token); } new_token = Token("", codepoint_index + 1, codepoint_index + 1); } } if (!new_token.value.empty()) { result.push_back(new_token); } return result; } } // namespace libtextclassifier