| /* |
| * 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 |