Lukas Zilka | 21d8c98 | 2018-01-24 11:11:20 +0100 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (C) 2017 The Android Open Source Project |
| 3 | * |
| 4 | * Licensed under the Apache License, Version 2.0 (the "License"); |
| 5 | * you may not use this file except in compliance with the License. |
| 6 | * You may obtain a copy of the License at |
| 7 | * |
| 8 | * http://www.apache.org/licenses/LICENSE-2.0 |
| 9 | * |
| 10 | * Unless required by applicable law or agreed to in writing, software |
| 11 | * distributed under the License is distributed on an "AS IS" BASIS, |
| 12 | * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 13 | * See the License for the specific language governing permissions and |
| 14 | * limitations under the License. |
| 15 | */ |
| 16 | |
| 17 | #include "tokenizer.h" |
| 18 | |
| 19 | #include <vector> |
| 20 | |
| 21 | #include "gmock/gmock.h" |
| 22 | #include "gtest/gtest.h" |
| 23 | |
| 24 | namespace libtextclassifier2 { |
| 25 | namespace { |
| 26 | |
| 27 | using testing::ElementsAreArray; |
| 28 | |
| 29 | class TestingTokenizer : public Tokenizer { |
| 30 | public: |
| 31 | explicit TestingTokenizer( |
| 32 | const std::vector<const TokenizationCodepointRange*>& |
| 33 | codepoint_range_configs, |
| 34 | bool split_on_script_change) |
| 35 | : Tokenizer(codepoint_range_configs, split_on_script_change) {} |
| 36 | |
| 37 | using Tokenizer::FindTokenizationRange; |
| 38 | }; |
| 39 | |
| 40 | class TestingTokenizerProxy { |
| 41 | public: |
| 42 | explicit TestingTokenizerProxy( |
| 43 | const std::vector<TokenizationCodepointRangeT>& codepoint_range_configs, |
| 44 | bool split_on_script_change) { |
| 45 | int num_configs = codepoint_range_configs.size(); |
| 46 | std::vector<const TokenizationCodepointRange*> configs_fb; |
| 47 | buffers_.reserve(num_configs); |
| 48 | for (int i = 0; i < num_configs; i++) { |
| 49 | flatbuffers::FlatBufferBuilder builder; |
| 50 | builder.Finish(CreateTokenizationCodepointRange( |
| 51 | builder, &codepoint_range_configs[i])); |
| 52 | buffers_.push_back(builder.Release()); |
| 53 | configs_fb.push_back( |
| 54 | flatbuffers::GetRoot<TokenizationCodepointRange>(buffers_[i].data())); |
| 55 | } |
| 56 | tokenizer_ = std::unique_ptr<TestingTokenizer>( |
| 57 | new TestingTokenizer(configs_fb, split_on_script_change)); |
| 58 | } |
| 59 | |
| 60 | TokenizationCodepointRange_::Role TestFindTokenizationRole(int c) const { |
Lukas Zilka | ba849e7 | 2018-03-08 14:48:21 +0100 | [diff] [blame] | 61 | const TokenizationCodepointRangeT* range = |
Lukas Zilka | 21d8c98 | 2018-01-24 11:11:20 +0100 | [diff] [blame] | 62 | tokenizer_->FindTokenizationRange(c); |
| 63 | if (range != nullptr) { |
Lukas Zilka | ba849e7 | 2018-03-08 14:48:21 +0100 | [diff] [blame] | 64 | return range->role; |
Lukas Zilka | 21d8c98 | 2018-01-24 11:11:20 +0100 | [diff] [blame] | 65 | } else { |
| 66 | return TokenizationCodepointRange_::Role_DEFAULT_ROLE; |
| 67 | } |
| 68 | } |
| 69 | |
| 70 | std::vector<Token> Tokenize(const std::string& utf8_text) const { |
| 71 | return tokenizer_->Tokenize(utf8_text); |
| 72 | } |
| 73 | |
| 74 | private: |
| 75 | std::vector<flatbuffers::DetachedBuffer> buffers_; |
| 76 | std::unique_ptr<TestingTokenizer> tokenizer_; |
| 77 | }; |
| 78 | |
| 79 | TEST(TokenizerTest, FindTokenizationRange) { |
| 80 | std::vector<TokenizationCodepointRangeT> configs; |
| 81 | TokenizationCodepointRangeT* config; |
| 82 | |
| 83 | configs.emplace_back(); |
| 84 | config = &configs.back(); |
| 85 | config->start = 0; |
| 86 | config->end = 10; |
| 87 | config->role = TokenizationCodepointRange_::Role_TOKEN_SEPARATOR; |
| 88 | |
| 89 | configs.emplace_back(); |
| 90 | config = &configs.back(); |
| 91 | config->start = 32; |
| 92 | config->end = 33; |
| 93 | config->role = TokenizationCodepointRange_::Role_WHITESPACE_SEPARATOR; |
| 94 | |
| 95 | configs.emplace_back(); |
| 96 | config = &configs.back(); |
| 97 | config->start = 1234; |
| 98 | config->end = 12345; |
| 99 | config->role = TokenizationCodepointRange_::Role_TOKEN_SEPARATOR; |
| 100 | |
| 101 | TestingTokenizerProxy tokenizer(configs, /*split_on_script_change=*/false); |
| 102 | |
| 103 | // Test hits to the first group. |
| 104 | EXPECT_EQ(tokenizer.TestFindTokenizationRole(0), |
| 105 | TokenizationCodepointRange_::Role_TOKEN_SEPARATOR); |
| 106 | EXPECT_EQ(tokenizer.TestFindTokenizationRole(5), |
| 107 | TokenizationCodepointRange_::Role_TOKEN_SEPARATOR); |
| 108 | EXPECT_EQ(tokenizer.TestFindTokenizationRole(10), |
| 109 | TokenizationCodepointRange_::Role_DEFAULT_ROLE); |
| 110 | |
| 111 | // Test a hit to the second group. |
| 112 | EXPECT_EQ(tokenizer.TestFindTokenizationRole(31), |
| 113 | TokenizationCodepointRange_::Role_DEFAULT_ROLE); |
| 114 | EXPECT_EQ(tokenizer.TestFindTokenizationRole(32), |
| 115 | TokenizationCodepointRange_::Role_WHITESPACE_SEPARATOR); |
| 116 | EXPECT_EQ(tokenizer.TestFindTokenizationRole(33), |
| 117 | TokenizationCodepointRange_::Role_DEFAULT_ROLE); |
| 118 | |
| 119 | // Test hits to the third group. |
| 120 | EXPECT_EQ(tokenizer.TestFindTokenizationRole(1233), |
| 121 | TokenizationCodepointRange_::Role_DEFAULT_ROLE); |
| 122 | EXPECT_EQ(tokenizer.TestFindTokenizationRole(1234), |
| 123 | TokenizationCodepointRange_::Role_TOKEN_SEPARATOR); |
| 124 | EXPECT_EQ(tokenizer.TestFindTokenizationRole(12344), |
| 125 | TokenizationCodepointRange_::Role_TOKEN_SEPARATOR); |
| 126 | EXPECT_EQ(tokenizer.TestFindTokenizationRole(12345), |
| 127 | TokenizationCodepointRange_::Role_DEFAULT_ROLE); |
| 128 | |
| 129 | // Test a hit outside. |
| 130 | EXPECT_EQ(tokenizer.TestFindTokenizationRole(99), |
| 131 | TokenizationCodepointRange_::Role_DEFAULT_ROLE); |
| 132 | } |
| 133 | |
| 134 | TEST(TokenizerTest, TokenizeOnSpace) { |
| 135 | std::vector<TokenizationCodepointRangeT> configs; |
| 136 | TokenizationCodepointRangeT* config; |
| 137 | |
| 138 | configs.emplace_back(); |
| 139 | config = &configs.back(); |
| 140 | // Space character. |
| 141 | config->start = 32; |
| 142 | config->end = 33; |
| 143 | config->role = TokenizationCodepointRange_::Role_WHITESPACE_SEPARATOR; |
| 144 | |
| 145 | TestingTokenizerProxy tokenizer(configs, /*split_on_script_change=*/false); |
| 146 | std::vector<Token> tokens = tokenizer.Tokenize("Hello world!"); |
| 147 | |
| 148 | EXPECT_THAT(tokens, |
| 149 | ElementsAreArray({Token("Hello", 0, 5), Token("world!", 6, 12)})); |
| 150 | } |
| 151 | |
| 152 | TEST(TokenizerTest, TokenizeOnSpaceAndScriptChange) { |
| 153 | std::vector<TokenizationCodepointRangeT> configs; |
| 154 | TokenizationCodepointRangeT* config; |
| 155 | |
| 156 | // Latin. |
| 157 | configs.emplace_back(); |
| 158 | config = &configs.back(); |
| 159 | config->start = 0; |
| 160 | config->end = 32; |
| 161 | config->role = TokenizationCodepointRange_::Role_DEFAULT_ROLE; |
| 162 | config->script_id = 1; |
| 163 | configs.emplace_back(); |
| 164 | config = &configs.back(); |
| 165 | config->start = 32; |
| 166 | config->end = 33; |
| 167 | config->role = TokenizationCodepointRange_::Role_WHITESPACE_SEPARATOR; |
| 168 | config->script_id = 1; |
| 169 | configs.emplace_back(); |
| 170 | config = &configs.back(); |
| 171 | config->start = 33; |
| 172 | config->end = 0x77F + 1; |
| 173 | config->role = TokenizationCodepointRange_::Role_DEFAULT_ROLE; |
| 174 | config->script_id = 1; |
| 175 | |
| 176 | TestingTokenizerProxy tokenizer(configs, /*split_on_script_change=*/true); |
| 177 | EXPECT_THAT(tokenizer.Tokenize("앨라배마 주 전화(123) 456-789웹사이트"), |
| 178 | std::vector<Token>({Token("앨라배마", 0, 4), Token("주", 5, 6), |
| 179 | Token("전화", 7, 10), Token("(123)", 10, 15), |
| 180 | Token("456-789", 16, 23), |
| 181 | Token("웹사이트", 23, 28)})); |
| 182 | } // namespace |
| 183 | |
| 184 | TEST(TokenizerTest, TokenizeComplex) { |
| 185 | std::vector<TokenizationCodepointRangeT> configs; |
| 186 | TokenizationCodepointRangeT* config; |
| 187 | |
| 188 | // Source: http://www.unicode.org/Public/10.0.0/ucd/Blocks-10.0.0d1.txt |
| 189 | // Latin - cyrilic. |
| 190 | // 0000..007F; Basic Latin |
| 191 | // 0080..00FF; Latin-1 Supplement |
| 192 | // 0100..017F; Latin Extended-A |
| 193 | // 0180..024F; Latin Extended-B |
| 194 | // 0250..02AF; IPA Extensions |
| 195 | // 02B0..02FF; Spacing Modifier Letters |
| 196 | // 0300..036F; Combining Diacritical Marks |
| 197 | // 0370..03FF; Greek and Coptic |
| 198 | // 0400..04FF; Cyrillic |
| 199 | // 0500..052F; Cyrillic Supplement |
| 200 | // 0530..058F; Armenian |
| 201 | // 0590..05FF; Hebrew |
| 202 | // 0600..06FF; Arabic |
| 203 | // 0700..074F; Syriac |
| 204 | // 0750..077F; Arabic Supplement |
| 205 | configs.emplace_back(); |
| 206 | config = &configs.back(); |
| 207 | config->start = 0; |
| 208 | config->end = 32; |
| 209 | config->role = TokenizationCodepointRange_::Role_DEFAULT_ROLE; |
| 210 | configs.emplace_back(); |
| 211 | config = &configs.back(); |
| 212 | config->start = 32; |
| 213 | config->end = 33; |
| 214 | config->role = TokenizationCodepointRange_::Role_WHITESPACE_SEPARATOR; |
| 215 | configs.emplace_back(); |
| 216 | config = &configs.back(); |
| 217 | config->start = 33; |
| 218 | config->end = 0x77F + 1; |
| 219 | config->role = TokenizationCodepointRange_::Role_DEFAULT_ROLE; |
| 220 | |
| 221 | // CJK |
| 222 | // 2E80..2EFF; CJK Radicals Supplement |
| 223 | // 3000..303F; CJK Symbols and Punctuation |
| 224 | // 3040..309F; Hiragana |
| 225 | // 30A0..30FF; Katakana |
| 226 | // 3100..312F; Bopomofo |
| 227 | // 3130..318F; Hangul Compatibility Jamo |
| 228 | // 3190..319F; Kanbun |
| 229 | // 31A0..31BF; Bopomofo Extended |
| 230 | // 31C0..31EF; CJK Strokes |
| 231 | // 31F0..31FF; Katakana Phonetic Extensions |
| 232 | // 3200..32FF; Enclosed CJK Letters and Months |
| 233 | // 3300..33FF; CJK Compatibility |
| 234 | // 3400..4DBF; CJK Unified Ideographs Extension A |
| 235 | // 4DC0..4DFF; Yijing Hexagram Symbols |
| 236 | // 4E00..9FFF; CJK Unified Ideographs |
| 237 | // A000..A48F; Yi Syllables |
| 238 | // A490..A4CF; Yi Radicals |
| 239 | // A4D0..A4FF; Lisu |
| 240 | // A500..A63F; Vai |
| 241 | // F900..FAFF; CJK Compatibility Ideographs |
| 242 | // FE30..FE4F; CJK Compatibility Forms |
| 243 | // 20000..2A6DF; CJK Unified Ideographs Extension B |
| 244 | // 2A700..2B73F; CJK Unified Ideographs Extension C |
| 245 | // 2B740..2B81F; CJK Unified Ideographs Extension D |
| 246 | // 2B820..2CEAF; CJK Unified Ideographs Extension E |
| 247 | // 2CEB0..2EBEF; CJK Unified Ideographs Extension F |
| 248 | // 2F800..2FA1F; CJK Compatibility Ideographs Supplement |
| 249 | configs.emplace_back(); |
| 250 | config = &configs.back(); |
| 251 | config->start = 0x2E80; |
| 252 | config->end = 0x2EFF + 1; |
| 253 | config->role = TokenizationCodepointRange_::Role_TOKEN_SEPARATOR; |
| 254 | configs.emplace_back(); |
| 255 | config = &configs.back(); |
| 256 | config->start = 0x3000; |
| 257 | config->end = 0xA63F + 1; |
| 258 | config->role = TokenizationCodepointRange_::Role_TOKEN_SEPARATOR; |
| 259 | configs.emplace_back(); |
| 260 | config = &configs.back(); |
| 261 | config->start = 0xF900; |
| 262 | config->end = 0xFAFF + 1; |
| 263 | config->role = TokenizationCodepointRange_::Role_TOKEN_SEPARATOR; |
| 264 | configs.emplace_back(); |
| 265 | config = &configs.back(); |
| 266 | config->start = 0xFE30; |
| 267 | config->end = 0xFE4F + 1; |
| 268 | config->role = TokenizationCodepointRange_::Role_TOKEN_SEPARATOR; |
| 269 | configs.emplace_back(); |
| 270 | config = &configs.back(); |
| 271 | config->start = 0x20000; |
| 272 | config->end = 0x2A6DF + 1; |
| 273 | config->role = TokenizationCodepointRange_::Role_TOKEN_SEPARATOR; |
| 274 | configs.emplace_back(); |
| 275 | config = &configs.back(); |
| 276 | config->start = 0x2A700; |
| 277 | config->end = 0x2B73F + 1; |
| 278 | config->role = TokenizationCodepointRange_::Role_TOKEN_SEPARATOR; |
| 279 | configs.emplace_back(); |
| 280 | config = &configs.back(); |
| 281 | config->start = 0x2B740; |
| 282 | config->end = 0x2B81F + 1; |
| 283 | config->role = TokenizationCodepointRange_::Role_TOKEN_SEPARATOR; |
| 284 | configs.emplace_back(); |
| 285 | config = &configs.back(); |
| 286 | config->start = 0x2B820; |
| 287 | config->end = 0x2CEAF + 1; |
| 288 | config->role = TokenizationCodepointRange_::Role_TOKEN_SEPARATOR; |
| 289 | configs.emplace_back(); |
| 290 | config = &configs.back(); |
| 291 | config->start = 0x2CEB0; |
| 292 | config->end = 0x2EBEF + 1; |
| 293 | config->role = TokenizationCodepointRange_::Role_TOKEN_SEPARATOR; |
| 294 | configs.emplace_back(); |
| 295 | config = &configs.back(); |
| 296 | config->start = 0x2F800; |
| 297 | config->end = 0x2FA1F + 1; |
| 298 | config->role = TokenizationCodepointRange_::Role_TOKEN_SEPARATOR; |
| 299 | |
| 300 | // Thai. |
| 301 | // 0E00..0E7F; Thai |
| 302 | configs.emplace_back(); |
| 303 | config = &configs.back(); |
| 304 | config->start = 0x0E00; |
| 305 | config->end = 0x0E7F + 1; |
| 306 | config->role = TokenizationCodepointRange_::Role_TOKEN_SEPARATOR; |
| 307 | |
| 308 | TestingTokenizerProxy tokenizer(configs, /*split_on_script_change=*/false); |
| 309 | std::vector<Token> tokens; |
| 310 | |
| 311 | tokens = tokenizer.Tokenize( |
| 312 | "問少目木輸走猶術権自京門録球変。細開括省用掲情結傍走愛明氷。"); |
| 313 | EXPECT_EQ(tokens.size(), 30); |
| 314 | |
| 315 | tokens = tokenizer.Tokenize("問少目 hello 木輸ยามきゃ"); |
| 316 | // clang-format off |
| 317 | EXPECT_THAT( |
| 318 | tokens, |
| 319 | ElementsAreArray({Token("問", 0, 1), |
| 320 | Token("少", 1, 2), |
| 321 | Token("目", 2, 3), |
| 322 | Token("hello", 4, 9), |
| 323 | Token("木", 10, 11), |
| 324 | Token("輸", 11, 12), |
| 325 | Token("ย", 12, 13), |
| 326 | Token("า", 13, 14), |
| 327 | Token("ม", 14, 15), |
| 328 | Token("き", 15, 16), |
| 329 | Token("ゃ", 16, 17)})); |
| 330 | // clang-format on |
| 331 | } |
| 332 | |
| 333 | } // namespace |
| 334 | } // namespace libtextclassifier2 |