#include #include "tokenizer.h" #include "logger.h" TEST(TokenizerTest, ShouldTokenizeNormalizeDifferentStrings) { const std::string withaccent = "Mise T.J. à jour Timy depuis PC"; std::vector tokens; Tokenizer(withaccent, true, false).tokenize(tokens); std::vector withaccent_tokens = {"mise", "tj", "a", "jour", "timy", "depuis", "pc"}; ASSERT_EQ(withaccent_tokens.size(), tokens.size()); for(size_t i = 0; i < withaccent_tokens.size(); i++) { ASSERT_EQ(withaccent_tokens[i], tokens[i]); } const std::string withnewline = "Michael Jordan:\nWelcome, everybody. Welcome! "; tokens.clear(); Tokenizer(withnewline, true, false).tokenize(tokens); ASSERT_EQ(5, tokens.size()); ASSERT_STREQ("michael", tokens[0].c_str()); ASSERT_STREQ("jordan", tokens[1].c_str()); ASSERT_STREQ("welcome", tokens[2].c_str()); ASSERT_STREQ("everybody", tokens[3].c_str()); ASSERT_STREQ("welcome", tokens[4].c_str()); const std::string withspaces = " Michael Jordan "; tokens.clear(); Tokenizer(withspaces, true, false).tokenize(tokens); ASSERT_EQ(2, tokens.size()); ASSERT_STREQ("michael", tokens[0].c_str()); ASSERT_STREQ("jordan", tokens[1].c_str()); // single token const std::string single_token = "foobar"; tokens.clear(); Tokenizer(single_token, false, false).tokenize(tokens); ASSERT_EQ(1, tokens.size()); ASSERT_STREQ("foobar", tokens[0].c_str()); // split tokens const std::string split_tokens = "foo-bar-baz"; tokens.clear(); Tokenizer(split_tokens, false, false).tokenize(tokens); ASSERT_EQ(1, tokens.size()); ASSERT_STREQ("foobarbaz", tokens[0].c_str()); tokens.clear(); Tokenizer(split_tokens, true, false).tokenize(tokens); ASSERT_EQ(1, tokens.size()); ASSERT_STREQ("foobarbaz", tokens[0].c_str()); // multiple spaces const std::string multispace_tokens = "foo bar"; tokens.clear(); Tokenizer(multispace_tokens, false, false).tokenize(tokens); ASSERT_EQ(2, tokens.size()); ASSERT_STREQ("foo", tokens[0].c_str()); ASSERT_STREQ("bar", tokens[1].c_str()); // special chars const std::string specialchar_tokens = "https://www.amazon.com/s?k=phone&ref=nb_sb_noss_2"; tokens.clear(); Tokenizer(specialchar_tokens, false, false).tokenize(tokens); ASSERT_EQ(1, tokens.size()); ASSERT_STREQ("httpswwwamazoncomskphonerefnbsbnoss2", tokens[0].c_str()); // noop tokens.clear(); const std::string withspecialchars = "Special ½¥ and தமிழ் 你好吗 abcÅà123ß12 here."; Tokenizer(withspecialchars, true, true).tokenize(tokens); ASSERT_EQ(1, tokens.size()); ASSERT_STREQ(withspecialchars.c_str(), tokens[0].c_str()); } TEST(TokenizerTest, ShouldTokenizeNormalizeUnicodeStrings) { std::vector tokens; const std::string withspecialchars = "Special ½¥ and -thenதமிழ், 你2好吗 abcÅà123ß12 verläßlich here."; tokens.clear(); Tokenizer(withspecialchars, true, false).tokenize(tokens); ASSERT_EQ(8, tokens.size()); ASSERT_STREQ("special", tokens[0].c_str()); ASSERT_STREQ("12yen", tokens[1].c_str()); ASSERT_STREQ("and", tokens[2].c_str()); ASSERT_STREQ("thenதமிழ்", tokens[3].c_str()); ASSERT_STREQ("你2好吗", tokens[4].c_str()); ASSERT_STREQ("abcaa123ss12", tokens[5].c_str()); ASSERT_STREQ("verlasslich", tokens[6].c_str()); ASSERT_STREQ("here", tokens[7].c_str()); // when normalization is disabled const std::string withoutnormalize = "Mise à, jour."; tokens.clear(); Tokenizer(withoutnormalize, false, false).tokenize(tokens); ASSERT_EQ(3, tokens.size()); ASSERT_STREQ("Mise", tokens[0].c_str()); ASSERT_STREQ("à", tokens[1].c_str()); ASSERT_STREQ("jour", tokens[2].c_str()); // single accented word tokenization std::string singleword = "à"; tokens.clear(); Tokenizer(singleword, true, false).tokenize(tokens); ASSERT_EQ(1, tokens.size()); ASSERT_STREQ("a", tokens[0].c_str()); } TEST(TokenizerTest, ShouldTokenizeIteratively) { const std::string withnewline = "Michael Jordan:\n\nWelcome, everybody. Welcome!"; std::vector tokens; Tokenizer tokenizer1(withnewline, true, false); std::string token; size_t token_index; while(tokenizer1.next(token, token_index)) { tokens.push_back(token); } ASSERT_EQ(5, tokens.size()); ASSERT_STREQ("michael", tokens[0].c_str()); ASSERT_STREQ("jordan", tokens[1].c_str()); ASSERT_STREQ("welcome", tokens[2].c_str()); ASSERT_STREQ("everybody", tokens[3].c_str()); ASSERT_STREQ("welcome", tokens[4].c_str()); // check for index when token_separators are not kept Tokenizer tokenizer2(withnewline, true, false); size_t expected_token_index = 0; std::vector expected_tokens = {"michael", "jordan", "welcome", "everybody", "welcome"}; while(tokenizer2.next(token, token_index)) { ASSERT_EQ(expected_token_index, token_index); ASSERT_EQ(expected_tokens[expected_token_index], token); expected_token_index++; } // verbatim (no_op=true) tokens.clear(); Tokenizer tokenizer3(withnewline, false, true); while(tokenizer3.next(token, token_index)) { tokens.push_back(token); } ASSERT_EQ(1, tokens.size()); ASSERT_STREQ("Michael Jordan:\n\nWelcome, everybody. Welcome!", tokens[0].c_str()); } TEST(TokenizerTest, ShouldTokenizeTextWithCustomSpecialChars) { std::vector tokens; Tokenizer("and -some -more", true, false, "en", {'-'}).tokenize(tokens); ASSERT_EQ(3, tokens.size()); ASSERT_EQ("and", tokens[0]); ASSERT_EQ("-some", tokens[1]); ASSERT_EQ("-more", tokens[2]); } TEST(TokenizerTest, ShouldTokenizeChineseText) { std::vector tokens; // traditional -> simplified Tokenizer("語", false, false, "zh").tokenize(tokens); ASSERT_EQ(1, tokens.size()); ASSERT_EQ("语", tokens[0]); tokens.clear(); Tokenizer("說", false, false, "zh").tokenize(tokens); ASSERT_EQ(1, tokens.size()); ASSERT_EQ("说", tokens[0]); // tokenize traditional tokens.clear(); Tokenizer("愛並不會因時間而", false, false, "zh").tokenize(tokens); ASSERT_EQ(6, tokens.size()); ASSERT_EQ("爱", tokens[0]); ASSERT_EQ("并不", tokens[1]); ASSERT_EQ("会", tokens[2]); ASSERT_EQ("因", tokens[3]); ASSERT_EQ("时间", tokens[4]); ASSERT_EQ("而", tokens[5]); // tokenize simplified tokens.clear(); Tokenizer("爱并不会因时间而", false, false, "zh").tokenize(tokens); ASSERT_EQ(6, tokens.size()); ASSERT_EQ("爱", tokens[0]); ASSERT_EQ("并不", tokens[1]); ASSERT_EQ("会", tokens[2]); ASSERT_EQ("因", tokens[3]); ASSERT_EQ("时间", tokens[4]); ASSERT_EQ("而", tokens[5]); // with token_separators tokens.clear(); Tokenizer("很久以前,傳說在臺中北屯的一個地方", false, false, "zh").tokenize(tokens); ASSERT_EQ(10, tokens.size()); ASSERT_EQ("很久", tokens[0]); ASSERT_EQ("以前", tokens[1]); ASSERT_EQ("传说", tokens[2]); ASSERT_EQ("在", tokens[3]); ASSERT_EQ("台中", tokens[4]); ASSERT_EQ("北", tokens[5]); ASSERT_EQ("屯", tokens[6]); ASSERT_EQ("的", tokens[7]); ASSERT_EQ("一个", tokens[8]); ASSERT_EQ("地方", tokens[9]); tokens.clear(); Tokenizer("朵雲──海", false, false, "zh").tokenize(tokens); ASSERT_EQ(3, tokens.size()); ASSERT_EQ("朵", tokens[0]); ASSERT_EQ("云", tokens[1]); ASSERT_EQ("海", tokens[2]); tokens.clear(); Tokenizer("山丘上。媽媽", false, false, "zh").tokenize(tokens); ASSERT_EQ(3, tokens.size()); ASSERT_EQ("山丘", tokens[0]); ASSERT_EQ("上", tokens[1]); ASSERT_EQ("妈妈", tokens[2]); } TEST(TokenizerTest, ShouldTokenizeLocaleText) { std::vector tokens; tokens.clear(); std::string str = "ความเหลื่อมล้ำ"; Tokenizer(str, true, false, "th").tokenize(tokens); //ASSERT_EQ(2, tokens.size()); tokens.clear(); str = "เหลื่"; Tokenizer(str, false, false, "th").tokenize(tokens); //ASSERT_EQ(1, tokens.size()); tokens.clear(); str = "จิ้งจอกสีน้ำตาลด่วน"; Tokenizer(str, true, false, "th").tokenize(tokens); ASSERT_EQ(4, tokens.size()); ASSERT_EQ("จิ้งจอก", tokens[0]); ASSERT_EQ("สี", tokens[1]); ASSERT_EQ("น้ําตาล", tokens[2]); ASSERT_EQ("ด่วน", tokens[3]); tokens.clear(); str = "น. วันที่ 31 มี.ค."; Tokenizer(str, false, false, "th").tokenize(tokens); ASSERT_EQ(5, tokens.size()); ASSERT_EQ("น", tokens[0]); ASSERT_EQ("วัน", tokens[1]); ASSERT_EQ("ที่", tokens[2]); ASSERT_EQ("31", tokens[3]); ASSERT_EQ("มีค", tokens[4]); tokens.clear(); str = "12345_678"; Tokenizer(str, false, false, "th").tokenize(tokens); ASSERT_EQ(1, tokens.size()); ASSERT_EQ("12345678", tokens[0]); tokens.clear(); Tokenizer("Odd Thomas", false, false, "en").tokenize(tokens); ASSERT_EQ(2, tokens.size()); ASSERT_EQ("Odd", tokens[0]); ASSERT_EQ("Thomas", tokens[1]); // korean tokens.clear(); Tokenizer("경승지·산악·협곡", false, false, "ko").tokenize(tokens); ASSERT_EQ(3, tokens.size()); ASSERT_EQ("경승지", tokens[0]); ASSERT_EQ("산악", tokens[1]); ASSERT_EQ("협곡", tokens[2]); tokens.clear(); Tokenizer("안녕은하철도999극장판", false, false, "ko").tokenize(tokens); ASSERT_EQ(3, tokens.size()); ASSERT_EQ("안녕은하철도", tokens[0]); ASSERT_EQ("999", tokens[1]); ASSERT_EQ("극장판", tokens[2]); // japanese tokens.clear(); Tokenizer("退屈", true, false, "ja").tokenize(tokens); ASSERT_EQ(2, tokens.size()); ASSERT_EQ("た", tokens[0]); ASSERT_EQ("いくつ", tokens[1]); tokens.clear(); Tokenizer("魈", true, false, "ja").tokenize(tokens); ASSERT_EQ(0, tokens.size()); tokens.clear(); Tokenizer("「業果材", true, false, "ja").tokenize(tokens); ASSERT_EQ(6, tokens.size()); tokens.clear(); Tokenizer("ア退屈であ", true, false, "ja").tokenize(tokens); ASSERT_EQ(5, tokens.size()); ASSERT_EQ("あ", tokens[0]); ASSERT_EQ("た", tokens[1]); ASSERT_EQ("いくつ", tokens[2]); ASSERT_EQ("で", tokens[3]); ASSERT_EQ("あ", tokens[4]); tokens.clear(); Tokenizer("怠惰な犬", true, false, "ja").tokenize(tokens); ASSERT_EQ(4, tokens.size()); ASSERT_EQ("たい", tokens[0]); ASSERT_EQ("だ", tokens[1]); ASSERT_EQ("な", tokens[2]); ASSERT_EQ("いぬ", tokens[3]); tokens.clear(); Tokenizer("今ぶり拍治ルツ", true, false, "ja").tokenize(tokens); ASSERT_EQ(9, tokens.size()); ASSERT_EQ("いま", tokens[0]); ASSERT_EQ("ぶり", tokens[1]); ASSERT_EQ("は", tokens[2]); ASSERT_EQ("く", tokens[3]); ASSERT_EQ("お", tokens[4]); ASSERT_EQ("さ", tokens[5]); ASSERT_EQ("む", tokens[6]); ASSERT_EQ("る", tokens[7]); ASSERT_EQ("つ", tokens[8]); tokens.clear(); // 配管 Tokenizer("配管", true, false, "ja").tokenize(tokens); // persian containing zwnj tokens.clear(); Tokenizer("روان\u200Cشناسی", false, false, "fa").tokenize(tokens); ASSERT_EQ(2, tokens.size()); } TEST(TokenizerTest, ShouldTokenizeLocaleTextWithEnglishText) { std::string tstr = "ผู้เขียนมีความสนใจเกี่ยวกับ Discrete Math และการคำนวณโดยทั่วไป"; std::vector ttokens; Tokenizer(tstr, true, false, "th").tokenize(ttokens); ASSERT_EQ(14, ttokens.size()); ASSERT_EQ("discrete", ttokens[7]); ASSERT_EQ("math", ttokens[8]); } TEST(TokenizerTest, ShouldRemoveGenericPunctuationFromThaiText) { std::string tstr = "f’’b"; std::vector ttokens; Tokenizer(tstr, true, false, "th").tokenize(ttokens); ASSERT_EQ(2, ttokens.size()); ASSERT_EQ("f", ttokens[0]); ASSERT_EQ("b", ttokens[1]); ttokens.clear(); tstr = "Lay’s"; Tokenizer(tstr, true, false, "th").tokenize(ttokens); ASSERT_EQ(1, ttokens.size()); ASSERT_EQ("lays", ttokens[0]); } TEST(TokenizerTest, ShouldTokenizeLocaleTextWithSwedishText) { std::string tstr = "södra"; std::vector ttokens; Tokenizer(tstr, true, false, "sv").tokenize(ttokens); ASSERT_EQ(1, ttokens.size()); ASSERT_EQ("södra", ttokens[0]); tstr = "Ängelholm"; ttokens.clear(); Tokenizer(tstr, true, false, "sv").tokenize(ttokens); ASSERT_EQ(1, ttokens.size()); ASSERT_EQ("ängelholm", ttokens[0]); tstr = "Ängelholm"; ttokens.clear(); Tokenizer(tstr, true, false, "").tokenize(ttokens); ASSERT_EQ(1, ttokens.size()); ASSERT_EQ("angelholm", ttokens[0]); } TEST(TokenizerTest, ShouldTokenizeWithDifferentSymbolConfigs) { std::string str1 = "ความ-เหลื่อมล้ำ"; // '-' in symbols_to_index: "ความ", "-", "เหลื่อม", "ล้ำ" // '-' in separators: "ความ", "เหลื่อม", "ล้ำ" // 'none: "ความ", "เหลื่อม", "ล้ำ" std::vector tokens; Tokenizer(str1, true, false, "th", {'-'}, {}).tokenize(tokens); ASSERT_EQ(4, tokens.size()); ASSERT_EQ("ความ", tokens[0]); ASSERT_EQ("-", tokens[1]); ASSERT_EQ("เหลื่อม", tokens[2]); ASSERT_EQ("ล้ํา", tokens[3]); tokens.clear(); Tokenizer(str1, true, false, "th", {}, {'-'}).tokenize(tokens); ASSERT_EQ(3, tokens.size()); ASSERT_EQ("ความ", tokens[0]); ASSERT_EQ("เหลื่อม", tokens[1]); ASSERT_EQ("ล้ํา", tokens[2]); tokens.clear(); Tokenizer(str1, true, false, "th", {}, {}).tokenize(tokens); ASSERT_EQ(3, tokens.size()); ASSERT_EQ("ความ", tokens[0]); ASSERT_EQ("เหลื่อม", tokens[1]); ASSERT_EQ("ล้ํา", tokens[2]); tokens.clear(); Tokenizer("ความ_เห", true, false, "th", {}, {}).tokenize(tokens); ASSERT_EQ(1, tokens.size()); ASSERT_EQ("ความเห", tokens[0]); }