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* Open Chinese Convert
*
* Copyright 2015 Carbo Kuo <byvoid@byvoid.com>
*
* 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 <cmath>
#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<UTF8StringSlice8Bit>& Suffixes() const {
return phraseExtract.suffixes;
}
const std::vector<UTF8StringSlice8Bit>& 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<UTF8StringSlice8Bit>(
{"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<UTF8StringSlice8Bit>(
{"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<UTF8StringSlice8Bit>(
{"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<UTF8StringSlice8Bit>({"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<UTF8StringSlice8Bit>({"一.", ".二.", "一", "二.三", "一.二"}),
Prefixes());
}
} // namespace opencc
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