// Copyright (c) 2009 The Chromium Authors. All rights reserved. // Use of this source code is governed by a BSD-style license that can be // found in the LICENSE file. // Baybayin (ancient script of the Philippines) is detected as TAGALOG. // Chu Nom (Vietnamese ancient Han characters) is detected as VIETNAMESE. // HAITIAN_CREOLE is detected as such. // NORWEGIAN and NORWEGIAN_N are detected separately (but not robustly) // PORTUGUESE, PORTUGUESE_P, and PORTUGUESE_B are all detected as PORTUGUESE. // ROMANIAN-Latin is detected as ROMANIAN; ROMANIAN-Cyrillic as MOLDAVIAN. // SERBO_CROATIAN, BOSNIAN, CROATIAN, SERBIAN, MONTENEGRIN in the Latin script // are all detected as CROATIAN; in the Cyrillic script as SERBIAN. // Zhuang is detected in the Latin script only. // // The Google interface languages X_PIG_LATIN and X_KLINGON are detected in the // extended calls ExtDetectLanguageSummary(). BorkBorkBork, ElmerFudd, and // Hacker are not detected (too little training data). // // UNKNOWN_LANGUAGE is returned if no language's internal reliablity measure // is high enough. This happens with non-text input such as the bytes of a // JPEG, and also with some text in languages outside the Google Language // enum, such as Ilonggo. // // The following languages are detected in multiple scripts: // AZERBAIJANI (Latin, Cyrillic*, Arabic*) // BURMESE (Latin, Myanmar) // HAUSA (Latin, Arabic) // KASHMIRI (Arabic, Devanagari) // KAZAKH (Latin, Cyrillic, Arabic) // KURDISH (Latin*, Arabic) // KYRGYZ (Cyrillic, Arabic) // LIMBU (Devanagari, Limbu) // MONGOLIAN (Cyrillic, Mongolian) // SANSKRIT (Latin, Devanagari) // SINDHI (Arabic, Devanagari) // TAGALOG (Latin, Tagalog) // TAJIK (Cyrillic, Arabic*) // TATAR (Latin, Cyrillic, Arabic) // TURKMEN (Latin, Cyrillic, Arabic) // UIGHUR (Latin, Cyrillic, Arabic) // UZBEK (Latin, Cyrillic, Arabic) // // * Due to a shortage of training text, AZERBAIJANI is not currently detected // in Arabic or Cyrillic scripts, nor KURDISH in Latin script, nor TAJIK in // Arabic script. // #ifndef ENCODINGS_COMPACT_LANG_DET_COMPACT_LANG_DET_H_ #define ENCODINGS_COMPACT_LANG_DET_COMPACT_LANG_DET_H_ #include "languages/public/languages.h" #include "encodings/compact_lang_det/win/cld_utf8statetable.h" namespace cld { struct CLDTableSummary; } // namespace cld namespace CompactLangDet { // Scan interchange-valid UTF-8 bytes and detect most likely language, // or set of languages. // // Design goals: // Skip over big stretches of HTML tags // Able to return ranges of different languages // Relatively small tables and relatively fast processing // Thread safe // // For HTML documents, tags are skipped, along with // and sequences, and entities are expanded. // // We distinguish between bytes of the raw input buffer and bytes of non-tag // text letters. Since tags can be over 50% of the bytes of an HTML Page, // and are nearly all seven-bit ASCII English, we prefer to distinguish // language mixture fractions based on just the non-tag text. // // Inputs: text and text_length // Code skips HTML tags and expands HTML entities, unless // is_plain_text is true // Outputs: // language3 is an array of the top 3 languages or UNKNOWN_LANGUAGE // percent3 is an array of the text percentages 0..100 of the top 3 languages // text_bytes is the amount of non-tag/letters-only text found // is_reliable set true if the returned Language is some amount more // probable then the second-best Language. Calculation is a complex function // of the length of the text and the different-script runs of text. // Return value: the most likely Language for the majority of the input text // Length 0 input returns UNKNOWN_LANGUAGE. // // Subsetting: For fast detection over large documents, these routines will // scan non-tag text of the initial part of a document, then will // skip 4-16 bytes and subsample text in the rest of the document, up to a // fixed limit (currently 160KB of non-tag letters). // struct DetectionTables { const cld::CLDTableSummary* quadgram_obj; const UTF8PropObj* unigram_obj; }; // Scan interchange-valid UTF-8 bytes and detect list of top 3 languages. // // Accepts hints to bias languagepriors. // // Extended languages are additional Google interface languages and Unicode // single-language scripts, from ext_lang_enc.h. They are experimental and // this call may be removed. // // Returns internal language scores as a ratio to // normal score for real text in that language. Scores close to 1.0 indicate // normal text, while scores far away from 1.0 indicate badly-skewed text or // gibberish // // If do_pick_summary_lang is true then CLD will sometimes // not pick the top-scoring language; see CalcSummaryLang // in compact_lang_det_impl.cc. If it's false then the // top language is always returned. // // If do_remove_weak_matches is true then CLD will delete // poor scoring languages from the results, so that if a // language is returned there is some confidence it is // correct. // Language DetectLanguage( const DetectionTables* tables, const char* buffer, int buffer_length, bool is_plain_text, bool do_allow_extended_languages, bool do_pick_summary_language, bool do_remove_weak_matches, const char* tld_hint, // "id" boosts Indonesian int encoding_hint, // SJS boosts Japanese Language language_hint, // ITALIAN boosts it Language* language3, int* percent3, double* normalized_score3, int* text_bytes, bool* is_reliable); // Return version text string // String is "code_version - data_scrape_date" const char* DetectLanguageVersion(); }; // End namespace CompactLangDet #endif // ENCODINGS_COMPACT_LANG_DET_COMPACT_LANG_DET_H_