/* * Open Chinese Convert * * Copyright 2015 Carbo Kuo * * 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 #include "PhraseExtract.hpp" #include "TestUtils.hpp" #include "TestUtilsUTF8.hpp" namespace opencc { typedef PhraseExtract::UTF8StringSlice8Bit UTF8StringSlice8Bit; class PhraseExtractTest : public ::testing::Test { protected: PhraseExtractTest() : siShi(utf8("四是四十是十十四是十四四十是四十")), punctuation(utf8("一.二.三")) {} const std::vector& Suffixes() const { return phraseExtract.suffixes; } const std::vector& Prefixes() const { return phraseExtract.prefixes; } PhraseExtract phraseExtract; const std::string siShi; const std::string punctuation; }; TEST_F(PhraseExtractTest, ExtractSuffixes) { phraseExtract.Reset(); phraseExtract.SetWordMinLength(1); phraseExtract.SetWordMaxLength(3); phraseExtract.SetFullText(siShi); phraseExtract.ExtractSuffixes(); EXPECT_EQ( std::vector( {"十", "十十四是", "十四四十", "十四是十", "十是十十", "十是四十", "四十", "四十是十", "四十是四", "四四十是", "四是十四", "四是四十", "是十十四", "是十四四", "是四十", "是四十是"}), Suffixes()); } TEST_F(PhraseExtractTest, ExtractPrefixes) { phraseExtract.Reset(); phraseExtract.SetWordMinLength(1); phraseExtract.SetWordMaxLength(3); phraseExtract.SetFullText(siShi); phraseExtract.ExtractPrefixes(); EXPECT_EQ( std::vector( {"十是十十", "十四四十", "十是四十", "四是四十", "四十是十", "十四是十", "四", "是十十四", "四是十四", "是十四四", "四十是四", "四是四", "四四十是", "是四十是", "四是", "十十四是"}), Prefixes()); } TEST_F(PhraseExtractTest, CalculateFrequency) { phraseExtract.Reset(); phraseExtract.SetWordMinLength(1); phraseExtract.SetWordMaxLength(3); phraseExtract.SetFullText(siShi); phraseExtract.CalculateFrequency(); EXPECT_EQ(6, phraseExtract.Frequency("四")); EXPECT_EQ(6, phraseExtract.Frequency("十")); EXPECT_EQ(4, phraseExtract.Frequency("是")); EXPECT_EQ(3, phraseExtract.Frequency("四十")); EXPECT_EQ(2, phraseExtract.Frequency("是四十")); EXPECT_EQ(2, phraseExtract.Frequency("是四")); EXPECT_EQ(2, phraseExtract.Frequency("四是")); EXPECT_DOUBLE_EQ(-2.0149030205422647, phraseExtract.LogProbability("四")); EXPECT_DOUBLE_EQ(-2.0149030205422647, phraseExtract.LogProbability("十")); EXPECT_DOUBLE_EQ(-2.4203681286504288, phraseExtract.LogProbability("是")); EXPECT_DOUBLE_EQ(-2.7080502011022096, phraseExtract.LogProbability("四十")); EXPECT_DOUBLE_EQ(-3.8066624897703196, phraseExtract.LogProbability("是十十")); } TEST_F(PhraseExtractTest, ExtractWordCandidates) { phraseExtract.Reset(); phraseExtract.SetWordMinLength(1); phraseExtract.SetWordMaxLength(3); phraseExtract.SetFullText(siShi); phraseExtract.ExtractWordCandidates(); EXPECT_EQ(std::vector( {"十", "四", "是", "四十", "十四", "十是", "四十是", "四是", "是十", "是四", "是四十", "十十", "十十四", "十四四", "十四是", "十是十", "十是四", "四四", "四四十", "四是十", "四是四", "是十十", "是十四"}), phraseExtract.WordCandidates()); } TEST_F(PhraseExtractTest, CalculateCohesions) { phraseExtract.Reset(); phraseExtract.SetWordMinLength(1); phraseExtract.SetWordMaxLength(3); phraseExtract.SetFullText(siShi); phraseExtract.CalculateCohesions(); EXPECT_DOUBLE_EQ(INFINITY, phraseExtract.Cohesion("四")); EXPECT_DOUBLE_EQ(1.3217558399823193, phraseExtract.Cohesion("四十")); EXPECT_DOUBLE_EQ(0.91629073187415511, phraseExtract.Cohesion("十四")); EXPECT_DOUBLE_EQ(1.3217558399823193, phraseExtract.Cohesion("十是")); EXPECT_DOUBLE_EQ(1.3217558399823193, phraseExtract.Cohesion("四是四")); EXPECT_DOUBLE_EQ(1.3217558399823193, phraseExtract.Cohesion("十是十")); } TEST_F(PhraseExtractTest, CalculateSuffixEntropy) { phraseExtract.Reset(); phraseExtract.SetWordMinLength(1); phraseExtract.SetWordMaxLength(3); phraseExtract.SetFullText(siShi); phraseExtract.CalculateSuffixEntropy(); EXPECT_DOUBLE_EQ(1.0549201679861442, phraseExtract.SuffixEntropy("十")); EXPECT_DOUBLE_EQ(1.0114042647073518, phraseExtract.SuffixEntropy("四")); EXPECT_DOUBLE_EQ(0.69314718055994529, phraseExtract.SuffixEntropy("十四")); EXPECT_DOUBLE_EQ(0.69314718055994529, phraseExtract.SuffixEntropy("十是")); EXPECT_DOUBLE_EQ(0, phraseExtract.SuffixEntropy("四十")); EXPECT_DOUBLE_EQ(0, phraseExtract.SuffixEntropy("四是四")); EXPECT_DOUBLE_EQ(0, phraseExtract.SuffixEntropy("十是十")); } TEST_F(PhraseExtractTest, CalculatePrefixEntropy) { phraseExtract.Reset(); phraseExtract.SetWordMinLength(1); phraseExtract.SetWordMaxLength(3); phraseExtract.SetFullText(siShi); phraseExtract.CalculatePrefixEntropy(); EXPECT_DOUBLE_EQ(1.0114042647073516, phraseExtract.PrefixEntropy("十")); EXPECT_DOUBLE_EQ(1.0549201679861442, phraseExtract.PrefixEntropy("四")); EXPECT_DOUBLE_EQ(0.69314718055994529, phraseExtract.PrefixEntropy("十四")); EXPECT_DOUBLE_EQ(0, phraseExtract.PrefixEntropy("十是")); EXPECT_DOUBLE_EQ(0.63651416829481278, phraseExtract.PrefixEntropy("四十")); EXPECT_DOUBLE_EQ(0, phraseExtract.PrefixEntropy("四是四")); EXPECT_DOUBLE_EQ(0, phraseExtract.PrefixEntropy("十是十")); } TEST_F(PhraseExtractTest, SelectWords) { phraseExtract.Reset(); phraseExtract.SetWordMinLength(1); phraseExtract.SetWordMaxLength(3); phraseExtract.SetFullText(siShi); phraseExtract.SetPostCalculationFilter( [](const PhraseExtract& p, const UTF8StringSlice8Bit& word) { return p.Frequency(word) == 1; }); phraseExtract.SelectWords(); EXPECT_EQ(std::vector({"十", "四", "是", "四十", "十四", "十是", "四十是", "四是", "是十", "是四", "是四十"}), phraseExtract.Words()); } TEST_F(PhraseExtractTest, Punctuation) { phraseExtract.Reset(); phraseExtract.SetWordMinLength(1); phraseExtract.SetWordMaxLength(2); phraseExtract.SetFullText(punctuation); phraseExtract.ExtractPrefixes(); EXPECT_EQ( std::vector({"一.", ".二.", "一", "二.三", "一.二"}), Prefixes()); } } // namespace opencc