/* * Copyright (C) 2018 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. */ #ifndef LIBTEXTCLASSIFIER_UTILS_TOKENIZER_H_ #define LIBTEXTCLASSIFIER_UTILS_TOKENIZER_H_ #include #include #include "annotator/types.h" #include "utils/base/integral_types.h" #include "utils/codepoint-range.h" #include "utils/tokenizer_generated.h" #include "utils/utf8/unicodetext.h" #include "utils/utf8/unilib.h" namespace libtextclassifier3 { const int kInvalidScript = -1; const int kUnknownScript = -2; // Tokenizer splits the input string into a sequence of tokens, according to // the configuration. class Tokenizer { public: // `codepoint_ranges`: Codepoint ranges that determine how different // codepoints are tokenized. The ranges must not overlap. // `internal_tokenizer_codepoint_ranges`: Codepoint ranges that define which // tokens should be re-tokenized with the internal tokenizer in the mixed // tokenization mode. // `split_on_script_change`: Whether to consider a change of codepoint script // in a sequence of characters as a token boundary. If True, will treat // script change as a token boundary. // `icu_preserve_whitespace_tokens`: If true, will include empty tokens in the // output (in the ICU tokenization mode). // `preserve_floating_numbers`: If true (default), will keep dots between // digits together, not making separate tokens (in the LETTER_DIGIT // tokenization mode). Tokenizer( const TokenizationType type, const UniLib* unilib, const std::vector& codepoint_ranges, const std::vector& internal_tokenizer_codepoint_ranges, const bool split_on_script_change, const bool icu_preserve_whitespace_tokens, const bool preserve_floating_numbers); Tokenizer( const TokenizationType type, const UniLib* unilib, const std::vector& codepoint_ranges, const std::vector& internal_tokenizer_codepoint_ranges, const bool split_on_script_change, const bool icu_preserve_whitespace_tokens) : Tokenizer(type, unilib, codepoint_ranges, internal_tokenizer_codepoint_ranges, split_on_script_change, icu_preserve_whitespace_tokens, /*preserve_floating_numbers=*/true) {} Tokenizer( const std::vector& codepoint_ranges, const bool split_on_script_change) : Tokenizer(TokenizationType_INTERNAL_TOKENIZER, /*unilib=*/nullptr, codepoint_ranges, /*internal_tokenizer_codepoint_ranges=*/{}, split_on_script_change, /*icu_preserve_whitespace_tokens=*/false, /*preserve_floating_numbers=*/true) {} // Describes the type of tokens used in the NumberTokenizer. enum NumberTokenType { INVALID_TOKEN_TYPE, NUMERICAL, TERM, WHITESPACE, SEPARATOR, NOT_SET }; // Tokenizes the input string using the selected tokenization method. std::vector Tokenize(const std::string& text) const; // Same as above but takes UnicodeText. std::vector Tokenize(const UnicodeText& text_unicode) const; protected: // Finds the tokenization codepoint range config for given codepoint. // Internally uses binary search so should be O(log(# of codepoint_ranges)). const TokenizationCodepointRangeT* FindTokenizationRange(int codepoint) const; // Finds the role and script for given codepoint. If not found, DEFAULT_ROLE // and kUnknownScript are assigned. void GetScriptAndRole(char32 codepoint, TokenizationCodepointRange_::Role* role, int* script) const; // Tokenizes a substring of the unicode string, appending the resulting tokens // to the output vector. The resulting tokens have bounds relative to the full // string. Does nothing if the start of the span is negative. void TokenizeSubstring(const UnicodeText& unicode_text, CodepointSpan span, std::vector* result) const; std::vector InternalTokenize(const UnicodeText& text_unicode) const; // Takes the result of ICU tokenization and retokenizes stretches of tokens // made of a specific subset of characters using the internal tokenizer. void InternalRetokenize(const UnicodeText& unicode_text, std::vector* tokens) const; // Tokenizes the input text using ICU tokenizer. bool ICUTokenize(const UnicodeText& context_unicode, std::vector* result) const; // Tokenizes the input in number, word and separator tokens. bool NumberTokenize(const UnicodeText& text_unicode, std::vector* result) const; private: const TokenizationType type_; const UniLib* unilib_; // Codepoint ranges that determine how different codepoints are tokenized. // The ranges must not overlap. std::vector> codepoint_ranges_; // Codepoint ranges that define which tokens (consisting of which codepoints) // should be re-tokenized with the internal tokenizer in the mixed // tokenization mode. // NOTE: Must be sorted. std::vector internal_tokenizer_codepoint_ranges_; // If true, tokens will be additionally split when the codepoint's script_id // changes. const bool split_on_script_change_; const bool icu_preserve_whitespace_tokens_; const bool preserve_floating_numbers_; }; } // namespace libtextclassifier3 #endif // LIBTEXTCLASSIFIER_UTILS_TOKENIZER_H_