├── .travis.yml ├── .gitignore ├── package.json ├── .gitmodules ├── CMakeLists.txt ├── README.md ├── include ├── murmur3.h └── hyperloglog.hpp ├── t ├── HyperLogLogTest.cpp └── HyperLogLogHIPTest.cpp └── Doxyfile /.travis.yml: -------------------------------------------------------------------------------- 1 | language: cpp 2 | compiler: 3 | - gcc 4 | os: 5 | - linux 6 | - osx 7 | script: cmake ./CMakeLists.txt && make && ctest -VV 8 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | cmake_install.cmake 2 | CMakeCache.txt 3 | CTestTestfile.cmake 4 | Makefile 5 | Testing 6 | CMakeFiles 7 | .cproject 8 | test_hyperloglog 9 | test_hyperloglog_hip 10 | tags 11 | -------------------------------------------------------------------------------- /package.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "hyperloglog", 3 | "version": "1.0.0", 4 | "repo": "hideo55/cpp-HyperLogLog", 5 | "description": "C++ implementation of HyperLogLog ", 6 | "keywords": ["hyperloglog"], 7 | "license": "MIT", 8 | "src": ["include/hyperloglog.hpp", "include/murmur3.h"] 9 | } 10 | -------------------------------------------------------------------------------- /.gitmodules: -------------------------------------------------------------------------------- 1 | [submodule "docs"] 2 | path = docs 3 | url = https://github.com/hideo55/cpp-HyperLogLog.git 4 | [submodule "extlib/igloo"] 5 | path = extlib/igloo 6 | url = https://github.com/joakimkarlsson/igloo.git 7 | [submodule "extlib/igloo-TapTestListener"] 8 | path = extlib/igloo-TapTestListener 9 | url = https://github.com/hideo55/igloo-TapTestListener.git 10 | -------------------------------------------------------------------------------- /CMakeLists.txt: -------------------------------------------------------------------------------- 1 | SET (CMAKE_MODULE_PATH ${CMAKE_MODULE_PATH} "${CMAKE_CURRENT_SOURCE_DIR}/cmake") 2 | CMAKE_MINIMUM_REQUIRED(VERSION 2.6) 3 | 4 | SET(CMAKE_CXX_FLAGS_RELEASE "-Wall -O3") 5 | 6 | SET(CMAKE_CXX_FLAGS_DEBUG "-g -Wall -D_DEBUG") 7 | 8 | SET(CMAKE_BUILD_TYPE Release) 9 | 10 | SET(CMAKE_CONFIGURATION_TYPES ${CMAKE_BUILD_TYPE} CACHE STRING "" FORCE) 11 | 12 | PROJECT(HyperLogLog CXX) 13 | 14 | SET(serial "1.0.0") 15 | 16 | SET(soserial "1") 17 | 18 | INCLUDE_DIRECTORIES(include extlib/igloo extlib/igloo-TapTestListener) 19 | 20 | # Testing 21 | ENABLE_TESTING() 22 | 23 | ADD_EXECUTABLE(test_hyperloglog t/HyperLogLogTest.cpp) 24 | ADD_EXECUTABLE(test_hyperloglog_hip t/HyperLogLogHIPTest.cpp) 25 | 26 | ADD_TEST(NAME test_hyperloglog COMMAND test_hyperloglog) 27 | ADD_TEST(NAME test_hyperloglog_hip COMMAND test_hyperloglog_hip) 28 | 29 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | [![Build Status](https://travis-ci.org/hideo55/cpp-HyperLogLog.svg?branch=master)](https://travis-ci.org/hideo55/cpp-HyperLogLog) 2 | 3 | # HyperLoglog 4 | 5 | C++ implementation of [HyperLogLog](http://algo.inria.fr/flajolet/Publications/FlFuGaMe07.pdf) algorithm and [HIP(Historic Inverse Probability) Estimator](http://arxiv.org/pdf/1306.3284v5.pdf). 6 | 7 | ## Usage 8 | 9 | HyperLoglog is a headers-only library so you just need to include "hyperloglog.hpp" and "murmur3.h" to use this project. 10 | You can use normal HyperLogLog counter class(hll::HyperLogLog) and HyperLogLog counter with HIP Estimator class(hll::HyperLogLogHIP). 11 | 12 | ```C++ 13 | 14 | #include 15 | #include 16 | #include 17 | #include 18 | #include "hyperloglog.hpp" 19 | 20 | using namespace hll; 21 | 22 | int main(){ 23 | HyperLogLog hll(10); 24 | std::vector somedata; 25 | 26 | //Load data to somedata 27 | 28 | std::vector::iterator iter = somedata.begin(); 29 | std::vector::iterator iter_end = somedata.end(); 30 | for(;iter != iter_end; ++iter){ 31 | hll.add(iter->c_str(), iter->size()); 32 | } 33 | 34 | double cardinality = hll.estimate(); 35 | 36 | std::cout << "Cardinality:" << cardinality << std::endl; 37 | 38 | std::ofstream ofs("path/to/dumpfile"); 39 | hll.dump(ofs); // It can restore by restore(). 40 | 41 | return 0; 42 | } 43 | ``` 44 | 45 | If you are using [Clib](https://github.com/clibs/clib), you can get source files by `clib install hideo55/cpp-HyperLogLog`. 46 | 47 | ## Document 48 | 49 | http://hideo55.github.com/cpp-HyperLogLog/ 50 | 51 | ## Author 52 | 53 | Hideaki Ohno 54 | 55 | ## Thanks to 56 | 57 | MurmurHash3([https://github.com/PeterScott/murmur3](https://github.com/PeterScott/murmur3)) 58 | 59 | - Austin Appleby 60 | - Peter Scott 61 | 62 | ## License 63 | 64 | (The MIT License) 65 | 66 | Copyright (c) 2013 Hideaki Ohno <hide.o.j55{at}gmail.com> 67 | 68 | Permission is hereby granted, free of charge, to any person obtaining 69 | a copy of this software and associated documentation files (the 70 | 'Software'), to deal in the Software without restriction, including 71 | without limitation the rights to use, copy, modify, merge, publish, 72 | distribute, sublicense, and/or sell copies of the Software, and to 73 | permit persons to whom the Software is furnished to do so, subject to 74 | the following conditions: 75 | 76 | The above copyright notice and this permission notice shall be 77 | included in all copies or substantial portions of the Software. 78 | 79 | THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, 80 | EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF 81 | MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. 82 | IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY 83 | CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, 84 | TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE 85 | SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. 86 | -------------------------------------------------------------------------------- /include/murmur3.h: -------------------------------------------------------------------------------- 1 | #ifndef MURMUR3_H 2 | #define MURMUR3_H 3 | 4 | //----------------------------------------------------------------------------- 5 | // MurmurHash3 was written by Austin Appleby, and is placed in the public 6 | // domain. The author hereby disclaims copyright to this source code. 7 | 8 | // Note - The x86 and x64 versions do _not_ produce the same results, as the 9 | // algorithms are optimized for their respective platforms. You can still 10 | // compile and run any of them on any platform, but your performance with the 11 | // non-native version will be less than optimal. 12 | 13 | //----------------------------------------------------------------------------- 14 | // Platform-specific functions and macros 15 | 16 | // Microsoft Visual Studio 17 | 18 | #if defined(_MSC_VER) 19 | 20 | typedef unsigned char uint8_t; 21 | typedef unsigned long uint32_t; 22 | typedef unsigned __int64 uint64_t; 23 | 24 | // Other compilers 25 | 26 | #else // defined(_MSC_VER) 27 | 28 | #include 29 | 30 | #endif // !defined(_MSC_VER) 31 | 32 | #define FORCE_INLINE __attribute__((always_inline)) 33 | 34 | inline uint32_t rotl32 ( uint32_t x, uint8_t r ) 35 | { 36 | return (x << r) | (x >> (32 - r)); 37 | } 38 | 39 | #define ROTL32(x,y) rotl32(x,y) 40 | 41 | #define BIG_CONSTANT(x) (x##LLU) 42 | 43 | /* NO-OP for little-endian platforms */ 44 | #if defined(__BYTE_ORDER__) && defined(__ORDER_LITTLE_ENDIAN__) 45 | # if __BYTE_ORDER__ == __ORDER_LITTLE_ENDIAN__ 46 | # define BYTESWAP(x) (x) 47 | # endif 48 | /* if __BYTE_ORDER__ is not predefined (like FreeBSD), use arch */ 49 | #elif defined(__i386) || defined(__x86_64) \ 50 | || defined(__alpha) || defined(__vax) 51 | 52 | # define BYTESWAP(x) (x) 53 | /* use __builtin_bswap32 if available */ 54 | #elif defined(__GNUC__) || defined(__clang__) 55 | #ifdef __has_builtin 56 | #if __has_builtin(__builtin_bswap32) 57 | #define BYTESWAP(x) __builtin_bswap32(x) 58 | #endif // __has_builtin(__builtin_bswap32) 59 | #endif // __has_builtin 60 | #endif // defined(__GNUC__) || defined(__clang__) 61 | /* last resort (big-endian w/o __builtin_bswap) */ 62 | #ifndef BYTESWAP 63 | # define BYTESWAP(x) ((((x)&0xFF)<<24) \ 64 | |(((x)>>24)&0xFF) \ 65 | |(((x)&0x0000FF00)<<8) \ 66 | |(((x)&0x00FF0000)>>8) ) 67 | #endif 68 | 69 | //----------------------------------------------------------------------------- 70 | // Block read - if your platform needs to do endian-swapping or can only 71 | // handle aligned reads, do the conversion here 72 | 73 | #define getblock(p, i) BYTESWAP(p[i]) 74 | 75 | //----------------------------------------------------------------------------- 76 | // Finalization mix - force all bits of a hash block to avalanche 77 | 78 | uint32_t fmix32( uint32_t h ) 79 | { 80 | h ^= h >> 16; 81 | h *= 0x85ebca6b; 82 | h ^= h >> 13; 83 | h *= 0xc2b2ae35; 84 | h ^= h >> 16; 85 | 86 | return h; 87 | } 88 | 89 | //----------------------------------------------------------------------------- 90 | 91 | #ifdef __cplusplus 92 | extern "C" 93 | #else 94 | extern 95 | #endif 96 | void MurmurHash3_x86_32( const void * key, int len, uint32_t seed, void * out ) 97 | { 98 | const uint8_t * data = (const uint8_t*)key; 99 | const int nblocks = len / 4; 100 | int i; 101 | 102 | uint32_t h1 = seed; 103 | 104 | uint32_t c1 = 0xcc9e2d51; 105 | uint32_t c2 = 0x1b873593; 106 | 107 | //---------- 108 | // body 109 | 110 | const uint32_t * blocks = (const uint32_t *)(data + nblocks*4); 111 | 112 | for(i = -nblocks; i; i++) 113 | { 114 | uint32_t k1 = getblock(blocks,i); 115 | 116 | k1 *= c1; 117 | k1 = ROTL32(k1,15); 118 | k1 *= c2; 119 | 120 | h1 ^= k1; 121 | h1 = ROTL32(h1,13); 122 | h1 = h1*5+0xe6546b64; 123 | } 124 | 125 | //---------- 126 | // tail 127 | { 128 | const uint8_t * tail = (const uint8_t*)(data + nblocks*4); 129 | 130 | uint32_t k1 = 0; 131 | 132 | switch(len & 3) 133 | { 134 | case 3: k1 ^= tail[2] << 16; 135 | case 2: k1 ^= tail[1] << 8; 136 | case 1: k1 ^= tail[0]; 137 | k1 *= c1; k1 = ROTL32(k1,15); k1 *= c2; h1 ^= k1; 138 | }; 139 | } 140 | 141 | //---------- 142 | // finalization 143 | 144 | h1 ^= len; 145 | 146 | h1 = fmix32(h1); 147 | 148 | *(uint32_t*)out = h1; 149 | } 150 | 151 | #endif 152 | -------------------------------------------------------------------------------- /t/HyperLogLogTest.cpp: -------------------------------------------------------------------------------- 1 | #include 2 | #include 3 | #include "hyperloglog.hpp" 4 | #include 5 | #include 6 | #include 7 | #include 8 | #include 9 | #include 10 | #include 11 | using namespace igloo; 12 | using namespace hll; 13 | 14 | namespace { 15 | // Test utilities 16 | 17 | static const char alphanum[] = "0123456789" 18 | "!@#$%^&*" 19 | "ABCDEFGHIJKLMNOPQRSTUVWXYZ" 20 | "abcdefghijklmnopqrstuvwxyz"; 21 | 22 | static const int alphanumSize = sizeof(alphanum) - 1; 23 | 24 | static void genRandomString(size_t len, std::string& str) { 25 | srand(time(0)); 26 | for (size_t i = 0; i < len; ++i) { 27 | char c = alphanum[rand() % alphanumSize]; 28 | str.append(&c, 1); 29 | } 30 | } 31 | 32 | static std::map GEN_STRINGS; 33 | static void getUniqueString(size_t len, std::string& str) { 34 | do { 35 | genRandomString(len, str); 36 | } while (GEN_STRINGS.find(str) != GEN_STRINGS.end()); 37 | GEN_STRINGS.insert(std::make_pair(str, true)); 38 | } 39 | 40 | } 41 | 42 | class ScopedFile { 43 | public: 44 | ScopedFile(std::string& filename) : filename_(filename) { 45 | } 46 | 47 | ~ScopedFile() { 48 | remove(filename_.c_str()); 49 | } 50 | 51 | const std::string& getFileName() const { 52 | return filename_; 53 | } 54 | private: 55 | std::string filename_; 56 | }; 57 | 58 | Describe(hll_HyperLogLog) { 59 | Describe(create_instance) { 60 | It(pass_minimum_arugment_in_range) { 61 | HyperLogLog *hll = new HyperLogLog(4); 62 | Assert::That(hll != NULL); 63 | delete hll; 64 | } 65 | 66 | It(pass_maximum_argument_in_range) { 67 | HyperLogLog *hll = new HyperLogLog(16); 68 | Assert::That(hll != NULL); 69 | delete hll; 70 | } 71 | 72 | It(pass_out_of_range_argument_min) { 73 | AssertThrows(std::invalid_argument, HyperLogLog(3)); 74 | Assert::That(LastException().what(), 75 | Is().Containing("bit width must be in the range [4,30]")); 76 | } 77 | 78 | It(pass_out_of_range_argument_max) { 79 | AssertThrows(std::invalid_argument, HyperLogLog(31)); 80 | Assert::That(LastException().what(), 81 | Is().Containing("bit width must be in the range [4,30]")); 82 | } 83 | }; 84 | 85 | It(get_register_size) { 86 | HyperLogLog *hll = new HyperLogLog(10); 87 | Assert::That(hll->registerSize(), Equals(1UL << 10)); 88 | delete hll; 89 | 90 | hll = new HyperLogLog(30); 91 | Assert::That(hll->registerSize(), Equals(1UL << 30)); 92 | delete hll; 93 | } 94 | 95 | It(estimate_cardinality) { 96 | uint32_t k = 14; 97 | uint32_t registerSize = 1UL << k; 98 | double expectRatio = 1.04 / sqrt((double)registerSize); 99 | double error = 0.0; 100 | size_t dataNum = (size_t(1) << 24) + size_t(1); 101 | size_t execNum = 10; 102 | #if defined(HLL_HEAVYTEST) 103 | k = 30; 104 | #endif 105 | for (size_t n = 0; n < execNum; ++n) { 106 | HyperLogLog hll(k); 107 | for (size_t i = 0; i < dataNum; ++i) { 108 | std::string str((const char*)&i, sizeof(i)); 109 | hll.add(str.c_str(), str.size()); 110 | } 111 | double cardinality = hll.estimate(); 112 | error += std::abs(cardinality - (double)dataNum) / dataNum; 113 | } 114 | double errorRatio = error / execNum; 115 | Assert::That(errorRatio, IsLessThan(expectRatio)); 116 | } 117 | 118 | It(dump_and_restore) { 119 | uint32_t k = 16; 120 | size_t dataNum = 500; 121 | HyperLogLog hll(k); 122 | for (size_t i = 1; i < dataNum; ++i) { 123 | std::string str; 124 | getUniqueString((i%100) + 10, str); 125 | hll.add(str.c_str(), str.size()); 126 | } 127 | double cardinality = hll.estimate(); 128 | { 129 | std::string dumpFile = "./t/hll_test.dump"; 130 | ScopedFile sf(dumpFile); 131 | std::ofstream ofs(dumpFile.c_str()); 132 | hll.dump(ofs); 133 | ofs.close(); 134 | 135 | std::ifstream ifs(dumpFile.c_str()); 136 | HyperLogLog hll2; 137 | hll2.restore(ifs); 138 | ifs.close(); 139 | Assert::That(hll2.estimate(), Equals(cardinality)); 140 | } 141 | } 142 | 143 | It(clear_register) { 144 | HyperLogLog hll(16); 145 | size_t dataNum = 100; 146 | for (size_t i = 1; i < dataNum; ++i) { 147 | std::string str; 148 | getUniqueString(i + 10,str); 149 | hll.add(str.c_str(), str.size()); 150 | } 151 | Assert::That(hll.estimate(), !Equals(0.0f)); 152 | hll.clear(); 153 | Assert::That(hll.estimate(), Equals(0.0f)); 154 | } 155 | 156 | Describe(merge) { 157 | It(merge_registers) { 158 | uint32_t k = 16; 159 | uint32_t registerSize = 1UL << k; 160 | double expectRatio = 1.04 / sqrt((double)registerSize); 161 | size_t dataNum = 1 << 10; 162 | size_t dataNum2 = 1 << 10; 163 | size_t execNum = 10; 164 | double error = 0.0; 165 | for (size_t i = 0; i < execNum; ++i) { 166 | HyperLogLog hll(k); 167 | std::map().swap(GEN_STRINGS); 168 | for (size_t i = 1; i < dataNum; ++i) { 169 | std::string str; 170 | getUniqueString((i%100) + 10, str); 171 | hll.add(str.c_str(), str.size()); 172 | } 173 | 174 | HyperLogLog hll2(k); 175 | 176 | for (size_t i = 1; i < dataNum2; ++i) { 177 | std::string str; 178 | getUniqueString((i % 100) + 10, str); 179 | hll2.add(str.c_str(), str.size()); 180 | } 181 | 182 | hll.merge(hll2); 183 | double cardinality = hll.estimate(); 184 | error += std::abs(cardinality - (double)(dataNum + dataNum2))/(dataNum + dataNum2); 185 | } 186 | double errorRatio = error / execNum; 187 | Assert::That(errorRatio, IsLessThan(expectRatio)); 188 | } 189 | 190 | It(merge_size_unmatched_registers) { 191 | HyperLogLog hll(16); 192 | HyperLogLog hll2(10); 193 | AssertThrows(std::invalid_argument, hll.merge(hll2)); 194 | Assert::That(LastException().what(), 195 | Is().Containing("number of registers doesn't match:")); 196 | } 197 | }; 198 | }; 199 | 200 | int main() { 201 | DefaultTestResultsOutput output; 202 | TestRunner runner(output); 203 | 204 | TapTestListener listener; 205 | runner.AddListener(&listener); 206 | 207 | return runner.Run(); 208 | } 209 | 210 | -------------------------------------------------------------------------------- /t/HyperLogLogHIPTest.cpp: -------------------------------------------------------------------------------- 1 | #include 2 | #include 3 | #include "hyperloglog.hpp" 4 | #include 5 | #include 6 | #include 7 | #include 8 | #include 9 | #include 10 | #include 11 | #include 12 | using namespace igloo; 13 | using namespace hll; 14 | 15 | namespace { 16 | // Test utilities 17 | 18 | static const char alphanum[] = "0123456789" 19 | "!@#$%^&*" 20 | "ABCDEFGHIJKLMNOPQRSTUVWXYZ" 21 | "abcdefghijklmnopqrstuvwxyz"; 22 | 23 | static const int alphanumSize = sizeof(alphanum) - 1; 24 | 25 | static void genRandomString(size_t len, std::string& str) { 26 | srand(time(0)); 27 | for (size_t i = 0; i < len; ++i) { 28 | char c = alphanum[rand() % alphanumSize]; 29 | str.append(&c, 1); 30 | } 31 | } 32 | 33 | static std::map GEN_STRINGS; 34 | static void getUniqueString(size_t len, std::string& str) { 35 | do { 36 | genRandomString(len, str); 37 | } while (GEN_STRINGS.find(str) != GEN_STRINGS.end()); 38 | GEN_STRINGS.insert(std::make_pair(str, true)); 39 | } 40 | 41 | } 42 | 43 | class ScopedFile { 44 | public: 45 | ScopedFile(std::string& filename) : filename_(filename) { 46 | } 47 | 48 | ~ScopedFile() { 49 | remove(filename_.c_str()); 50 | } 51 | 52 | const std::string& getFileName() const { 53 | return filename_; 54 | } 55 | private: 56 | std::string filename_; 57 | }; 58 | 59 | Describe(hll_HyperLogLogHIP) { 60 | Describe(create_instance) { 61 | It(pass_minimum_arugment_in_range) { 62 | HyperLogLogHIP *hll = new HyperLogLogHIP(4); 63 | Assert::That(hll != NULL); 64 | delete hll; 65 | } 66 | 67 | It(pass_maximum_argument_in_range) { 68 | HyperLogLogHIP *hll = new HyperLogLogHIP(16); 69 | Assert::That(hll != NULL); 70 | delete hll; 71 | } 72 | 73 | It(pass_out_of_range_argument_min) { 74 | AssertThrows(std::invalid_argument, HyperLogLogHIP(3)); 75 | Assert::That(LastException().what(), 76 | Is().Containing("bit width must be in the range [4,30]")); 77 | } 78 | 79 | It(pass_out_of_range_argument_max) { 80 | AssertThrows(std::invalid_argument, HyperLogLogHIP(31)); 81 | Assert::That(LastException().what(), 82 | Is().Containing("bit width must be in the range [4,30]")); 83 | } 84 | }; 85 | 86 | It(get_register_size) { 87 | HyperLogLogHIP *hll = new HyperLogLogHIP(10); 88 | Assert::That(hll->registerSize(), Equals(1UL << 10)); 89 | delete hll; 90 | 91 | hll = new HyperLogLogHIP(16); 92 | Assert::That(hll->registerSize(), Equals(1UL << 16)); 93 | delete hll; 94 | } 95 | 96 | It(estimate_cardinality) { 97 | uint32_t k = 14; 98 | uint32_t registerSize = 1UL << k; 99 | double expectRatio = sqrt(2.0 / M_PI * ((double)registerSize - 2.0)); 100 | double error = 0.0; 101 | size_t dataNum = (size_t(1) << 24) + size_t(1); 102 | size_t execNum = 10; 103 | for (size_t n = 0; n < execNum; ++n) { 104 | HyperLogLogHIP hll(k); 105 | std::map().swap(GEN_STRINGS); 106 | for (size_t i = 1; i < dataNum; ++i) { 107 | std::string str((const char*)&i, sizeof(i)); 108 | hll.add(str.c_str(), str.size()); 109 | } 110 | double cardinality = hll.estimate(); 111 | error += std::abs(cardinality - dataNum) / dataNum; 112 | } 113 | double errorRatio = error / execNum; 114 | Assert::That(errorRatio, IsLessThan(expectRatio)); 115 | } 116 | 117 | It(dump_and_restore) { 118 | uint32_t k = 16; 119 | size_t dataNum = 500; 120 | HyperLogLogHIP hll(k); 121 | for (size_t i = 1; i < dataNum; ++i) { 122 | std::string str; 123 | getUniqueString((i % 100) + 10, str); 124 | hll.add(str.c_str(), str.size()); 125 | } 126 | double cardinality = hll.estimate(); 127 | { 128 | std::string dumpFile = "./t/hll_test.dump"; 129 | ScopedFile sf(dumpFile); 130 | std::ofstream ofs(dumpFile.c_str()); 131 | hll.dump(ofs); 132 | ofs.close(); 133 | 134 | std::ifstream ifs(dumpFile.c_str()); 135 | HyperLogLogHIP hll2; 136 | hll2.restore(ifs); 137 | ifs.close(); 138 | Assert::That(hll2.estimate(), Equals(cardinality)); 139 | } 140 | } 141 | 142 | It(clear_register) { 143 | HyperLogLogHIP hll(16); 144 | size_t dataNum = 100; 145 | for (size_t i = 1; i < dataNum; ++i) { 146 | std::string str; 147 | getUniqueString(i + 10, str); 148 | hll.add(str.c_str(), str.size()); 149 | } 150 | Assert::That(hll.estimate(), !Equals(0.0f)); 151 | hll.clear(); 152 | Assert::That(hll.estimate(), Equals(0.0f)); 153 | } 154 | 155 | Describe(merge) { 156 | It(merge_registers) { 157 | uint32_t k = 16; 158 | uint32_t registerSize = 1UL << k; 159 | double expectRatio = sqrt(2.0 / M_PI * ((double)registerSize - 2.0)); 160 | size_t dataNum = 1 << 10; 161 | size_t dataNum2 = 1 << 10; 162 | size_t execNum = 10; 163 | double error = 0.0; 164 | for (size_t i = 0; i < execNum; ++i) { 165 | HyperLogLogHIP hll(k); 166 | std::map().swap(GEN_STRINGS); 167 | for (size_t i = 1; i < dataNum; ++i) { 168 | std::string str; 169 | getUniqueString((i % 100) + 10, str); 170 | hll.add(str.c_str(), str.size()); 171 | } 172 | 173 | HyperLogLogHIP hll2(k); 174 | 175 | for (size_t i = 1; i < dataNum2; ++i) { 176 | std::string str; 177 | getUniqueString((i % 100) + 10, str); 178 | hll2.add(str.c_str(), str.size()); 179 | } 180 | 181 | hll.merge(hll2); 182 | double cardinality = hll.estimate(); 183 | error += std::abs(cardinality - (double)(dataNum + dataNum2))/(dataNum + dataNum2); 184 | } 185 | double errorRatio = error / execNum; 186 | Assert::That(errorRatio, IsLessThan(expectRatio)); 187 | } 188 | 189 | It(merge_size_unmatched_registers) { 190 | HyperLogLogHIP hll(16); 191 | HyperLogLogHIP hll2(10); 192 | AssertThrows(std::invalid_argument, hll.merge(hll2)); 193 | Assert::That(LastException().what(), 194 | Is().Containing("number of registers doesn't match:")); 195 | } 196 | }; 197 | }; 198 | 199 | int main() { 200 | DefaultTestResultsOutput output; 201 | TestRunner runner(output); 202 | 203 | TapTestListener listener; 204 | runner.AddListener(&listener); 205 | 206 | return runner.Run(); 207 | } 208 | 209 | -------------------------------------------------------------------------------- /include/hyperloglog.hpp: -------------------------------------------------------------------------------- 1 | #if !defined(HYPERLOGLOG_HPP) 2 | #define HYPERLOGLOG_HPP 3 | 4 | /** 5 | * @file hyperloglog.hpp 6 | * @brief HyperLogLog cardinality estimator 7 | * @date Created 2013/3/20 8 | * @author Hideaki Ohno 9 | */ 10 | 11 | #include 12 | #include 13 | #include 14 | #include 15 | #include 16 | #include "murmur3.h" 17 | 18 | #define HLL_HASH_SEED 313 19 | 20 | #if defined(__has_builtin) && (defined(__GNUC__) || defined(__clang__)) 21 | 22 | #define _GET_CLZ(x, b) (uint8_t)std::min(b, ::__builtin_clz(x)) + 1 23 | 24 | #else 25 | 26 | inline uint8_t _get_leading_zero_count(uint32_t x, uint8_t b) { 27 | 28 | #if defined (_MSC_VER) 29 | uint32_t leading_zero_len = 32; 30 | ::_BitScanReverse(&leading_zero_len, x); 31 | --leading_zero_len; 32 | return std::min(b, (uint8_t)leading_zero_len); 33 | #else 34 | uint8_t v = 1; 35 | while (v <= b && !(x & 0x80000000)) { 36 | v++; 37 | x <<= 1; 38 | } 39 | return v; 40 | #endif 41 | 42 | } 43 | #define _GET_CLZ(x, b) _get_leading_zero_count(x, b) 44 | #endif /* defined(__GNUC__) */ 45 | 46 | namespace hll { 47 | 48 | static const double pow_2_32 = 4294967296.0; ///< 2^32 49 | static const double neg_pow_2_32 = -4294967296.0; ///< -(2^32) 50 | 51 | /** @class HyperLogLog 52 | * @brief Implement of 'HyperLogLog' estimate cardinality algorithm 53 | */ 54 | class HyperLogLog { 55 | public: 56 | 57 | /** 58 | * Constructor 59 | * 60 | * @param[in] b bit width (register size will be 2 to the b power). 61 | * This value must be in the range[4,30].Default value is 4. 62 | * 63 | * @exception std::invalid_argument the argument is out of range. 64 | */ 65 | HyperLogLog(uint8_t b = 4) throw (std::invalid_argument) : 66 | b_(b), m_(1 << b), M_(m_, 0) { 67 | 68 | if (b < 4 || 30 < b) { 69 | throw std::invalid_argument("bit width must be in the range [4,30]"); 70 | } 71 | 72 | double alpha; 73 | switch (m_) { 74 | case 16: 75 | alpha = 0.673; 76 | break; 77 | case 32: 78 | alpha = 0.697; 79 | break; 80 | case 64: 81 | alpha = 0.709; 82 | break; 83 | default: 84 | alpha = 0.7213 / (1.0 + 1.079 / m_); 85 | break; 86 | } 87 | alphaMM_ = alpha * m_ * m_; 88 | } 89 | 90 | /** 91 | * Adds element to the estimator 92 | * 93 | * @param[in] str string to add 94 | * @param[in] len length of string 95 | */ 96 | void add(const char* str, uint32_t len) { 97 | uint32_t hash; 98 | MurmurHash3_x86_32(str, len, HLL_HASH_SEED, (void*) &hash); 99 | uint32_t index = hash >> (32 - b_); 100 | uint8_t rank = _GET_CLZ((hash << b_), 32 - b_); 101 | if (rank > M_[index]) { 102 | M_[index] = rank; 103 | } 104 | } 105 | 106 | /** 107 | * Estimates cardinality value. 108 | * 109 | * @return Estimated cardinality value. 110 | */ 111 | double estimate() const { 112 | double estimate; 113 | double sum = 0.0; 114 | for (uint32_t i = 0; i < m_; i++) { 115 | sum += 1.0 / (1 << M_[i]); 116 | } 117 | estimate = alphaMM_ / sum; // E in the original paper 118 | if (estimate <= 2.5 * m_) { 119 | uint32_t zeros = 0; 120 | for (uint32_t i = 0; i < m_; i++) { 121 | if (M_[i] == 0) { 122 | zeros++; 123 | } 124 | } 125 | if (zeros != 0) { 126 | estimate = m_ * std::log(static_cast(m_)/ zeros); 127 | } 128 | } else if (estimate > (1.0 / 30.0) * pow_2_32) { 129 | estimate = neg_pow_2_32 * log(1.0 - (estimate / pow_2_32)); 130 | } 131 | return estimate; 132 | } 133 | 134 | /** 135 | * Merges the estimate from 'other' into this object, returning the estimate of their union. 136 | * The number of registers in each must be the same. 137 | * 138 | * @param[in] other HyperLogLog instance to be merged 139 | * 140 | * @exception std::invalid_argument number of registers doesn't match. 141 | */ 142 | void merge(const HyperLogLog& other) throw (std::invalid_argument) { 143 | if (m_ != other.m_) { 144 | std::stringstream ss; 145 | ss << "number of registers doesn't match: " << m_ << " != " << other.m_; 146 | throw std::invalid_argument(ss.str().c_str()); 147 | } 148 | for (uint32_t r = 0; r < m_; ++r) { 149 | if (M_[r] < other.M_[r]) { 150 | M_[r] |= other.M_[r]; 151 | } 152 | } 153 | } 154 | 155 | /** 156 | * Clears all internal registers. 157 | */ 158 | void clear() { 159 | std::fill(M_.begin(), M_.end(), 0); 160 | } 161 | 162 | /** 163 | * Returns size of register. 164 | * 165 | * @return Register size 166 | */ 167 | uint32_t registerSize() const { 168 | return m_; 169 | } 170 | 171 | /** 172 | * Exchanges the content of the instance 173 | * 174 | * @param[in,out] rhs Another HyperLogLog instance 175 | */ 176 | void swap(HyperLogLog& rhs) { 177 | std::swap(b_, rhs.b_); 178 | std::swap(m_, rhs.m_); 179 | std::swap(alphaMM_, rhs.alphaMM_); 180 | M_.swap(rhs.M_); 181 | } 182 | 183 | /** 184 | * Dump the current status to a stream 185 | * 186 | * @param[out] os The output stream where the data is saved 187 | * 188 | * @exception std::runtime_error When failed to dump. 189 | */ 190 | void dump(std::ostream& os) const throw(std::runtime_error){ 191 | os.write((char*)&b_, sizeof(b_)); 192 | os.write((char*)&M_[0], sizeof(M_[0]) * M_.size()); 193 | if(os.fail()){ 194 | throw std::runtime_error("Failed to dump"); 195 | } 196 | } 197 | 198 | /** 199 | * Restore the status from a stream 200 | * 201 | * @param[in] is The input stream where the status is saved 202 | * 203 | * @exception std::runtime_error When failed to restore. 204 | */ 205 | void restore(std::istream& is) throw(std::runtime_error){ 206 | uint8_t b = 0; 207 | is.read((char*)&b, sizeof(b)); 208 | HyperLogLog tempHLL(b); 209 | is.read((char*)&(tempHLL.M_[0]), sizeof(M_[0]) * tempHLL.m_); 210 | if(is.fail()){ 211 | throw std::runtime_error("Failed to restore"); 212 | } 213 | swap(tempHLL); 214 | } 215 | 216 | protected: 217 | uint8_t b_; ///< register bit width 218 | uint32_t m_; ///< register size 219 | double alphaMM_; ///< alpha * m^2 220 | std::vector M_; ///< registers 221 | }; 222 | 223 | /** 224 | * @brief HIP estimator on HyperLogLog counter. 225 | */ 226 | class HyperLogLogHIP : public HyperLogLog { 227 | public: 228 | 229 | /** 230 | * Constructor 231 | * 232 | * @param[in] b bit width (register size will be 2 to the b power). 233 | * This value must be in the range[4,30].Default value is 4. 234 | * 235 | * @exception std::invalid_argument the argument is out of range. 236 | */ 237 | HyperLogLogHIP(uint8_t b = 4) throw (std::invalid_argument) : HyperLogLog(b), register_limit_((1 << 5) - 1), c_(0.0), p_(1 << b) { 238 | } 239 | 240 | /** 241 | * Adds element to the estimator 242 | * 243 | * @param[in] str string to add 244 | * @param[in] len length of string 245 | */ 246 | void add(const char* str, uint32_t len) { 247 | uint32_t hash; 248 | MurmurHash3_x86_32(str, len, HLL_HASH_SEED, (void*) &hash); 249 | uint32_t index = hash >> (32 - b_); 250 | uint8_t rank = _GET_CLZ((hash << b_), 32 - b_); 251 | rank = rank == 0 ? register_limit_ : std::min(register_limit_, rank); 252 | const uint8_t old = M_[index]; 253 | if (rank > old) { 254 | c_ += 1.0 / (p_/m_); 255 | p_ -= 1.0/(1 << old); 256 | M_[index] = rank; 257 | if(rank < 31){ 258 | p_ += 1.0/(uint32_t(1) << rank); 259 | } 260 | } 261 | } 262 | 263 | /** 264 | * Estimates cardinality value. 265 | * 266 | * @return Estimated cardinality value. 267 | */ 268 | double estimate() const { 269 | return c_; 270 | } 271 | 272 | /** 273 | * Merges the estimate from 'other' into this object, returning the estimate of their union. 274 | * The number of registers in each must be the same. 275 | * 276 | * @param[in] other HyperLogLog instance to be merged 277 | * 278 | * @exception std::invalid_argument number of registers doesn't match. 279 | */ 280 | void merge(const HyperLogLogHIP& other) throw (std::invalid_argument) { 281 | if (m_ != other.m_) { 282 | std::stringstream ss; 283 | ss << "number of registers doesn't match: " << m_ << " != " << other.m_; 284 | throw std::invalid_argument(ss.str().c_str()); 285 | } 286 | for (uint32_t r = 0; r < m_; ++r) { 287 | const uint8_t b = M_[r]; 288 | const uint8_t b_other = other.M_[r]; 289 | if (b < b_other) { 290 | c_ += 1.0 / (p_/m_); 291 | p_ -= 1.0/(1 << b); 292 | M_[r] |= b_other; 293 | if(b_other < register_limit_){ 294 | p_ += 1.0/(1 << b_other); 295 | } 296 | } 297 | } 298 | } 299 | 300 | /** 301 | * Clears all internal registers. 302 | */ 303 | void clear() { 304 | std::fill(M_.begin(), M_.end(), 0); 305 | c_ = 0.0; 306 | p_ = 1 << b_; 307 | } 308 | 309 | /** 310 | * Returns size of register. 311 | * 312 | * @return Register size 313 | */ 314 | uint32_t registerSize() const { 315 | return m_; 316 | } 317 | 318 | /** 319 | * Exchanges the content of the instance 320 | * 321 | * @param[in,out] rhs Another HyperLogLog instance 322 | */ 323 | void swap(HyperLogLogHIP& rhs) { 324 | std::swap(b_, rhs.b_); 325 | std::swap(m_, rhs.m_); 326 | std::swap(c_, rhs.c_); 327 | M_.swap(rhs.M_); 328 | } 329 | 330 | /** 331 | * Dump the current status to a stream 332 | * 333 | * @param[out] os The output stream where the data is saved 334 | * 335 | * @exception std::runtime_error When failed to dump. 336 | */ 337 | void dump(std::ostream& os) const throw(std::runtime_error){ 338 | os.write((char*)&b_, sizeof(b_)); 339 | os.write((char*)&M_[0], sizeof(M_[0]) * M_.size()); 340 | os.write((char*)&c_, sizeof(c_)); 341 | os.write((char*)&p_, sizeof(p_)); 342 | if(os.fail()){ 343 | throw std::runtime_error("Failed to dump"); 344 | } 345 | } 346 | 347 | /** 348 | * Restore the status from a stream 349 | * 350 | * @param[in] is The input stream where the status is saved 351 | * 352 | * @exception std::runtime_error When failed to restore. 353 | */ 354 | void restore(std::istream& is) throw(std::runtime_error){ 355 | uint8_t b = 0; 356 | is.read((char*)&b, sizeof(b)); 357 | HyperLogLogHIP tempHLL(b); 358 | is.read((char*)&(tempHLL.M_[0]), sizeof(M_[0]) * tempHLL.m_); 359 | is.read((char*)&(tempHLL.c_), sizeof(double)); 360 | is.read((char*)&(tempHLL.p_), sizeof(double)); 361 | if(is.fail()){ 362 | throw std::runtime_error("Failed to restore"); 363 | } 364 | swap(tempHLL); 365 | } 366 | private: 367 | const uint8_t register_limit_; 368 | double c_; 369 | double p_; 370 | }; 371 | 372 | } // namespace hll 373 | 374 | #endif // !defined(HYPERLOGLOG_HPP) 375 | -------------------------------------------------------------------------------- /Doxyfile: -------------------------------------------------------------------------------- 1 | # Doxyfile 1.8.3.1 2 | 3 | # This file describes the settings to be used by the documentation system 4 | # doxygen (www.doxygen.org) for a project. 5 | # 6 | # All text after a hash (#) is considered a comment and will be ignored. 7 | # The format is: 8 | # TAG = value [value, ...] 9 | # For lists items can also be appended using: 10 | # TAG += value [value, ...] 11 | # Values that contain spaces should be placed between quotes (" "). 12 | 13 | #--------------------------------------------------------------------------- 14 | # Project related configuration options 15 | #--------------------------------------------------------------------------- 16 | 17 | # This tag specifies the encoding used for all characters in the config file 18 | # that follow. 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Alternatively, this can be done per class using 302 | # the \nosubgrouping command. 303 | 304 | SUBGROUPING = YES 305 | 306 | # When the INLINE_GROUPED_CLASSES tag is set to YES, classes, structs and 307 | # unions are shown inside the group in which they are included (e.g. using 308 | # @ingroup) instead of on a separate page (for HTML and Man pages) or 309 | # section (for LaTeX and RTF). 310 | 311 | INLINE_GROUPED_CLASSES = NO 312 | 313 | # When the INLINE_SIMPLE_STRUCTS tag is set to YES, structs, classes, and 314 | # unions with only public data fields will be shown inline in the documentation 315 | # of the scope in which they are defined (i.e. file, namespace, or group 316 | # documentation), provided this scope is documented. If set to NO (the default), 317 | # structs, classes, and unions are shown on a separate page (for HTML and Man 318 | # pages) or section (for LaTeX and RTF). 319 | 320 | INLINE_SIMPLE_STRUCTS = NO 321 | 322 | # When TYPEDEF_HIDES_STRUCT is enabled, a typedef of a struct, union, or enum 323 | # is documented as struct, union, or enum with the name of the typedef. So 324 | # typedef struct TypeS {} TypeT, will appear in the documentation as a struct 325 | # with name TypeT. When disabled the typedef will appear as a member of a file, 326 | # namespace, or class. And the struct will be named TypeS. This can typically 327 | # be useful for C code in case the coding convention dictates that all compound 328 | # types are typedef'ed and only the typedef is referenced, never the tag name. 329 | 330 | TYPEDEF_HIDES_STRUCT = NO 331 | 332 | # The SYMBOL_CACHE_SIZE determines the size of the internal cache use to 333 | # determine which symbols to keep in memory and which to flush to disk. 334 | # When the cache is full, less often used symbols will be written to disk. 335 | # For small to medium size projects (<1000 input files) the default value is 336 | # probably good enough. For larger projects a too small cache size can cause 337 | # doxygen to be busy swapping symbols to and from disk most of the time 338 | # causing a significant performance penalty. 339 | # If the system has enough physical memory increasing the cache will improve the 340 | # performance by keeping more symbols in memory. Note that the value works on 341 | # a logarithmic scale so increasing the size by one will roughly double the 342 | # memory usage. The cache size is given by this formula: 343 | # 2^(16+SYMBOL_CACHE_SIZE). The valid range is 0..9, the default is 0, 344 | # corresponding to a cache size of 2^16 = 65536 symbols. 345 | 346 | SYMBOL_CACHE_SIZE = 0 347 | 348 | # Similar to the SYMBOL_CACHE_SIZE the size of the symbol lookup cache can be 349 | # set using LOOKUP_CACHE_SIZE. This cache is used to resolve symbols given 350 | # their name and scope. Since this can be an expensive process and often the 351 | # same symbol appear multiple times in the code, doxygen keeps a cache of 352 | # pre-resolved symbols. If the cache is too small doxygen will become slower. 353 | # If the cache is too large, memory is wasted. The cache size is given by this 354 | # formula: 2^(16+LOOKUP_CACHE_SIZE). The valid range is 0..9, the default is 0, 355 | # corresponding to a cache size of 2^16 = 65536 symbols. 356 | 357 | LOOKUP_CACHE_SIZE = 0 358 | 359 | #--------------------------------------------------------------------------- 360 | # Build related configuration options 361 | #--------------------------------------------------------------------------- 362 | 363 | # If the EXTRACT_ALL tag is set to YES doxygen will assume all entities in 364 | # documentation are documented, even if no documentation was available. 365 | # Private class members and static file members will be hidden unless 366 | # the EXTRACT_PRIVATE and EXTRACT_STATIC tags are set to YES 367 | 368 | EXTRACT_ALL = YES 369 | 370 | # If the EXTRACT_PRIVATE tag is set to YES all private members of a class 371 | # will be included in the documentation. 372 | 373 | EXTRACT_PRIVATE = NO 374 | 375 | # If the EXTRACT_PACKAGE tag is set to YES all members with package or internal 376 | # scope will be included in the documentation. 377 | 378 | EXTRACT_PACKAGE = NO 379 | 380 | # If the EXTRACT_STATIC tag is set to YES all static members of a file 381 | # will be included in the documentation. 382 | 383 | EXTRACT_STATIC = NO 384 | 385 | # If the EXTRACT_LOCAL_CLASSES tag is set to YES classes (and structs) 386 | # defined locally in source files will be included in the documentation. 387 | # If set to NO only classes defined in header files are included. 388 | 389 | EXTRACT_LOCAL_CLASSES = YES 390 | 391 | # This flag is only useful for Objective-C code. When set to YES local 392 | # methods, which are defined in the implementation section but not in 393 | # the interface are included in the documentation. 394 | # If set to NO (the default) only methods in the interface are included. 395 | 396 | EXTRACT_LOCAL_METHODS = NO 397 | 398 | # If this flag is set to YES, the members of anonymous namespaces will be 399 | # extracted and appear in the documentation as a namespace called 400 | # 'anonymous_namespace{file}', where file will be replaced with the base 401 | # name of the file that contains the anonymous namespace. By default 402 | # anonymous namespaces are hidden. 403 | 404 | EXTRACT_ANON_NSPACES = NO 405 | 406 | # If the HIDE_UNDOC_MEMBERS tag is set to YES, Doxygen will hide all 407 | # undocumented members of documented classes, files or namespaces. 408 | # If set to NO (the default) these members will be included in the 409 | # various overviews, but no documentation section is generated. 410 | # This option has no effect if EXTRACT_ALL is enabled. 411 | 412 | HIDE_UNDOC_MEMBERS = NO 413 | 414 | # If the HIDE_UNDOC_CLASSES tag is set to YES, Doxygen will hide all 415 | # undocumented classes that are normally visible in the class hierarchy. 416 | # If set to NO (the default) these classes will be included in the various 417 | # overviews. This option has no effect if EXTRACT_ALL is enabled. 418 | 419 | HIDE_UNDOC_CLASSES = NO 420 | 421 | # If the HIDE_FRIEND_COMPOUNDS tag is set to YES, Doxygen will hide all 422 | # friend (class|struct|union) declarations. 423 | # If set to NO (the default) these declarations will be included in the 424 | # documentation. 425 | 426 | HIDE_FRIEND_COMPOUNDS = NO 427 | 428 | # If the HIDE_IN_BODY_DOCS tag is set to YES, Doxygen will hide any 429 | # documentation blocks found inside the body of a function. 430 | # If set to NO (the default) these blocks will be appended to the 431 | # function's detailed documentation block. 432 | 433 | HIDE_IN_BODY_DOCS = NO 434 | 435 | # The INTERNAL_DOCS tag determines if documentation 436 | # that is typed after a \internal command is included. If the tag is set 437 | # to NO (the default) then the documentation will be excluded. 438 | # Set it to YES to include the internal documentation. 439 | 440 | INTERNAL_DOCS = NO 441 | 442 | # If the CASE_SENSE_NAMES tag is set to NO then Doxygen will only generate 443 | # file names in lower-case letters. If set to YES upper-case letters are also 444 | # allowed. This is useful if you have classes or files whose names only differ 445 | # in case and if your file system supports case sensitive file names. Windows 446 | # and Mac users are advised to set this option to NO. 447 | 448 | CASE_SENSE_NAMES = NO 449 | 450 | # If the HIDE_SCOPE_NAMES tag is set to NO (the default) then Doxygen 451 | # will show members with their full class and namespace scopes in the 452 | # documentation. If set to YES the scope will be hidden. 453 | 454 | HIDE_SCOPE_NAMES = NO 455 | 456 | # If the SHOW_INCLUDE_FILES tag is set to YES (the default) then Doxygen 457 | # will put a list of the files that are included by a file in the documentation 458 | # of that file. 459 | 460 | SHOW_INCLUDE_FILES = YES 461 | 462 | # If the FORCE_LOCAL_INCLUDES tag is set to YES then Doxygen 463 | # will list include files with double quotes in the documentation 464 | # rather than with sharp brackets. 465 | 466 | FORCE_LOCAL_INCLUDES = NO 467 | 468 | # If the INLINE_INFO tag is set to YES (the default) then a tag [inline] 469 | # is inserted in the documentation for inline members. 470 | 471 | INLINE_INFO = YES 472 | 473 | # If the SORT_MEMBER_DOCS tag is set to YES (the default) then doxygen 474 | # will sort the (detailed) documentation of file and class members 475 | # alphabetically by member name. If set to NO the members will appear in 476 | # declaration order. 477 | 478 | SORT_MEMBER_DOCS = YES 479 | 480 | # If the SORT_BRIEF_DOCS tag is set to YES then doxygen will sort the 481 | # brief documentation of file, namespace and class members alphabetically 482 | # by member name. If set to NO (the default) the members will appear in 483 | # declaration order. 484 | 485 | SORT_BRIEF_DOCS = NO 486 | 487 | # If the SORT_MEMBERS_CTORS_1ST tag is set to YES then doxygen 488 | # will sort the (brief and detailed) documentation of class members so that 489 | # constructors and destructors are listed first. If set to NO (the default) 490 | # the constructors will appear in the respective orders defined by 491 | # SORT_MEMBER_DOCS and SORT_BRIEF_DOCS. 492 | # This tag will be ignored for brief docs if SORT_BRIEF_DOCS is set to NO 493 | # and ignored for detailed docs if SORT_MEMBER_DOCS is set to NO. 494 | 495 | SORT_MEMBERS_CTORS_1ST = NO 496 | 497 | # If the SORT_GROUP_NAMES tag is set to YES then doxygen will sort the 498 | # hierarchy of group names into alphabetical order. If set to NO (the default) 499 | # the group names will appear in their defined order. 500 | 501 | SORT_GROUP_NAMES = NO 502 | 503 | # If the SORT_BY_SCOPE_NAME tag is set to YES, the class list will be 504 | # sorted by fully-qualified names, including namespaces. If set to 505 | # NO (the default), the class list will be sorted only by class name, 506 | # not including the namespace part. 507 | # Note: This option is not very useful if HIDE_SCOPE_NAMES is set to YES. 508 | # Note: This option applies only to the class list, not to the 509 | # alphabetical list. 510 | 511 | SORT_BY_SCOPE_NAME = NO 512 | 513 | # If the STRICT_PROTO_MATCHING option is enabled and doxygen fails to 514 | # do proper type resolution of all parameters of a function it will reject a 515 | # match between the prototype and the implementation of a member function even 516 | # if there is only one candidate or it is obvious which candidate to choose 517 | # by doing a simple string match. By disabling STRICT_PROTO_MATCHING doxygen 518 | # will still accept a match between prototype and implementation in such cases. 519 | 520 | STRICT_PROTO_MATCHING = NO 521 | 522 | # The GENERATE_TODOLIST tag can be used to enable (YES) or 523 | # disable (NO) the todo list. This list is created by putting \todo 524 | # commands in the documentation. 525 | 526 | GENERATE_TODOLIST = YES 527 | 528 | # The GENERATE_TESTLIST tag can be used to enable (YES) or 529 | # disable (NO) the test list. This list is created by putting \test 530 | # commands in the documentation. 531 | 532 | GENERATE_TESTLIST = YES 533 | 534 | # The GENERATE_BUGLIST tag can be used to enable (YES) or 535 | # disable (NO) the bug list. This list is created by putting \bug 536 | # commands in the documentation. 537 | 538 | GENERATE_BUGLIST = YES 539 | 540 | # The GENERATE_DEPRECATEDLIST tag can be used to enable (YES) or 541 | # disable (NO) the deprecated list. This list is created by putting 542 | # \deprecated commands in the documentation. 543 | 544 | GENERATE_DEPRECATEDLIST= YES 545 | 546 | # The ENABLED_SECTIONS tag can be used to enable conditional 547 | # documentation sections, marked by \if section-label ... \endif 548 | # and \cond section-label ... \endcond blocks. 549 | 550 | ENABLED_SECTIONS = 551 | 552 | # The MAX_INITIALIZER_LINES tag determines the maximum number of lines 553 | # the initial value of a variable or macro consists of for it to appear in 554 | # the documentation. If the initializer consists of more lines than specified 555 | # here it will be hidden. Use a value of 0 to hide initializers completely. 556 | # The appearance of the initializer of individual variables and macros in the 557 | # documentation can be controlled using \showinitializer or \hideinitializer 558 | # command in the documentation regardless of this setting. 559 | 560 | MAX_INITIALIZER_LINES = 30 561 | 562 | # Set the SHOW_USED_FILES tag to NO to disable the list of files generated 563 | # at the bottom of the documentation of classes and structs. If set to YES the 564 | # list will mention the files that were used to generate the documentation. 565 | 566 | SHOW_USED_FILES = YES 567 | 568 | # Set the SHOW_FILES tag to NO to disable the generation of the Files page. 569 | # This will remove the Files entry from the Quick Index and from the 570 | # Folder Tree View (if specified). The default is YES. 571 | 572 | SHOW_FILES = YES 573 | 574 | # Set the SHOW_NAMESPACES tag to NO to disable the generation of the 575 | # Namespaces page. 576 | # This will remove the Namespaces entry from the Quick Index 577 | # and from the Folder Tree View (if specified). The default is YES. 578 | 579 | SHOW_NAMESPACES = YES 580 | 581 | # The FILE_VERSION_FILTER tag can be used to specify a program or script that 582 | # doxygen should invoke to get the current version for each file (typically from 583 | # the version control system). Doxygen will invoke the program by executing (via 584 | # popen()) the command , where is the value of 585 | # the FILE_VERSION_FILTER tag, and is the name of an input file 586 | # provided by doxygen. Whatever the program writes to standard output 587 | # is used as the file version. See the manual for examples. 588 | 589 | FILE_VERSION_FILTER = 590 | 591 | # The LAYOUT_FILE tag can be used to specify a layout file which will be parsed 592 | # by doxygen. The layout file controls the global structure of the generated 593 | # output files in an output format independent way. To create the layout file 594 | # that represents doxygen's defaults, run doxygen with the -l option. 595 | # You can optionally specify a file name after the option, if omitted 596 | # DoxygenLayout.xml will be used as the name of the layout file. 597 | 598 | LAYOUT_FILE = 599 | 600 | # The CITE_BIB_FILES tag can be used to specify one or more bib files 601 | # containing the references data. This must be a list of .bib files. The 602 | # .bib extension is automatically appended if omitted. Using this command 603 | # requires the bibtex tool to be installed. See also 604 | # http://en.wikipedia.org/wiki/BibTeX for more info. For LaTeX the style 605 | # of the bibliography can be controlled using LATEX_BIB_STYLE. To use this 606 | # feature you need bibtex and perl available in the search path. Do not use 607 | # file names with spaces, bibtex cannot handle them. 608 | 609 | CITE_BIB_FILES = 610 | 611 | #--------------------------------------------------------------------------- 612 | # configuration options related to warning and progress messages 613 | #--------------------------------------------------------------------------- 614 | 615 | # The QUIET tag can be used to turn on/off the messages that are generated 616 | # by doxygen. Possible values are YES and NO. If left blank NO is used. 617 | 618 | QUIET = NO 619 | 620 | # The WARNINGS tag can be used to turn on/off the warning messages that are 621 | # generated by doxygen. Possible values are YES and NO. If left blank 622 | # NO is used. 623 | 624 | WARNINGS = YES 625 | 626 | # If WARN_IF_UNDOCUMENTED is set to YES, then doxygen will generate warnings 627 | # for undocumented members. If EXTRACT_ALL is set to YES then this flag will 628 | # automatically be disabled. 629 | 630 | WARN_IF_UNDOCUMENTED = YES 631 | 632 | # If WARN_IF_DOC_ERROR is set to YES, doxygen will generate warnings for 633 | # potential errors in the documentation, such as not documenting some 634 | # parameters in a documented function, or documenting parameters that 635 | # don't exist or using markup commands wrongly. 636 | 637 | WARN_IF_DOC_ERROR = YES 638 | 639 | # The WARN_NO_PARAMDOC option can be enabled to get warnings for 640 | # functions that are documented, but have no documentation for their parameters 641 | # or return value. If set to NO (the default) doxygen will only warn about 642 | # wrong or incomplete parameter documentation, but not about the absence of 643 | # documentation. 644 | 645 | WARN_NO_PARAMDOC = NO 646 | 647 | # The WARN_FORMAT tag determines the format of the warning messages that 648 | # doxygen can produce. The string should contain the $file, $line, and $text 649 | # tags, which will be replaced by the file and line number from which the 650 | # warning originated and the warning text. Optionally the format may contain 651 | # $version, which will be replaced by the version of the file (if it could 652 | # be obtained via FILE_VERSION_FILTER) 653 | 654 | WARN_FORMAT = "$file:$line: $text" 655 | 656 | # The WARN_LOGFILE tag can be used to specify a file to which warning 657 | # and error messages should be written. If left blank the output is written 658 | # to stderr. 659 | 660 | WARN_LOGFILE = 661 | 662 | #--------------------------------------------------------------------------- 663 | # configuration options related to the input files 664 | #--------------------------------------------------------------------------- 665 | 666 | # The INPUT tag can be used to specify the files and/or directories that contain 667 | # documented source files. You may enter file names like "myfile.cpp" or 668 | # directories like "/usr/src/myproject". Separate the files or directories 669 | # with spaces. 670 | 671 | INPUT = include/ 672 | 673 | # This tag can be used to specify the character encoding of the source files 674 | # that doxygen parses. Internally doxygen uses the UTF-8 encoding, which is 675 | # also the default input encoding. Doxygen uses libiconv (or the iconv built 676 | # into libc) for the transcoding. See http://www.gnu.org/software/libiconv for 677 | # the list of possible encodings. 678 | 679 | INPUT_ENCODING = UTF-8 680 | 681 | # If the value of the INPUT tag contains directories, you can use the 682 | # FILE_PATTERNS tag to specify one or more wildcard pattern (like *.cpp 683 | # and *.h) to filter out the source-files in the directories. If left 684 | # blank the following patterns are tested: 685 | # *.c *.cc *.cxx *.cpp *.c++ *.d *.java *.ii *.ixx *.ipp *.i++ *.inl *.h *.hh 686 | # *.hxx *.hpp *.h++ *.idl *.odl *.cs *.php *.php3 *.inc *.m *.mm *.dox *.py 687 | # *.f90 *.f *.for *.vhd *.vhdl 688 | 689 | FILE_PATTERNS = 690 | 691 | # The RECURSIVE tag can be used to turn specify whether or not subdirectories 692 | # should be searched for input files as well. Possible values are YES and NO. 693 | # If left blank NO is used. 694 | 695 | RECURSIVE = NO 696 | 697 | # The EXCLUDE tag can be used to specify files and/or directories that should be 698 | # excluded from the INPUT source files. This way you can easily exclude a 699 | # subdirectory from a directory tree whose root is specified with the INPUT tag. 700 | # Note that relative paths are relative to the directory from which doxygen is 701 | # run. 702 | 703 | EXCLUDE = 704 | 705 | # The EXCLUDE_SYMLINKS tag can be used to select whether or not files or 706 | # directories that are symbolic links (a Unix file system feature) are excluded 707 | # from the input. 708 | 709 | EXCLUDE_SYMLINKS = NO 710 | 711 | # If the value of the INPUT tag contains directories, you can use the 712 | # EXCLUDE_PATTERNS tag to specify one or more wildcard patterns to exclude 713 | # certain files from those directories. Note that the wildcards are matched 714 | # against the file with absolute path, so to exclude all test directories 715 | # for example use the pattern */test/* 716 | 717 | EXCLUDE_PATTERNS = 718 | 719 | # The EXCLUDE_SYMBOLS tag can be used to specify one or more symbol names 720 | # (namespaces, classes, functions, etc.) that should be excluded from the 721 | # output. The symbol name can be a fully qualified name, a word, or if the 722 | # wildcard * is used, a substring. Examples: ANamespace, AClass, 723 | # AClass::ANamespace, ANamespace::*Test 724 | 725 | EXCLUDE_SYMBOLS = 726 | 727 | # The EXAMPLE_PATH tag can be used to specify one or more files or 728 | # directories that contain example code fragments that are included (see 729 | # the \include command). 730 | 731 | EXAMPLE_PATH = 732 | 733 | # If the value of the EXAMPLE_PATH tag contains directories, you can use the 734 | # EXAMPLE_PATTERNS tag to specify one or more wildcard pattern (like *.cpp 735 | # and *.h) to filter out the source-files in the directories. If left 736 | # blank all files are included. 737 | 738 | EXAMPLE_PATTERNS = 739 | 740 | # If the EXAMPLE_RECURSIVE tag is set to YES then subdirectories will be 741 | # searched for input files to be used with the \include or \dontinclude 742 | # commands irrespective of the value of the RECURSIVE tag. 743 | # Possible values are YES and NO. If left blank NO is used. 744 | 745 | EXAMPLE_RECURSIVE = NO 746 | 747 | # The IMAGE_PATH tag can be used to specify one or more files or 748 | # directories that contain image that are included in the documentation (see 749 | # the \image command). 750 | 751 | IMAGE_PATH = 752 | 753 | # The INPUT_FILTER tag can be used to specify a program that doxygen should 754 | # invoke to filter for each input file. Doxygen will invoke the filter program 755 | # by executing (via popen()) the command , where 756 | # is the value of the INPUT_FILTER tag, and is the name of an 757 | # input file. Doxygen will then use the output that the filter program writes 758 | # to standard output. 759 | # If FILTER_PATTERNS is specified, this tag will be 760 | # ignored. 761 | 762 | INPUT_FILTER = 763 | 764 | # The FILTER_PATTERNS tag can be used to specify filters on a per file pattern 765 | # basis. 766 | # Doxygen will compare the file name with each pattern and apply the 767 | # filter if there is a match. 768 | # The filters are a list of the form: 769 | # pattern=filter (like *.cpp=my_cpp_filter). See INPUT_FILTER for further 770 | # info on how filters are used. If FILTER_PATTERNS is empty or if 771 | # non of the patterns match the file name, INPUT_FILTER is applied. 772 | 773 | FILTER_PATTERNS = 774 | 775 | # If the FILTER_SOURCE_FILES tag is set to YES, the input filter (if set using 776 | # INPUT_FILTER) will be used to filter the input files when producing source 777 | # files to browse (i.e. when SOURCE_BROWSER is set to YES). 778 | 779 | FILTER_SOURCE_FILES = NO 780 | 781 | # The FILTER_SOURCE_PATTERNS tag can be used to specify source filters per file 782 | # pattern. A pattern will override the setting for FILTER_PATTERN (if any) 783 | # and it is also possible to disable source filtering for a specific pattern 784 | # using *.ext= (so without naming a filter). This option only has effect when 785 | # FILTER_SOURCE_FILES is enabled. 786 | 787 | FILTER_SOURCE_PATTERNS = 788 | 789 | # If the USE_MD_FILE_AS_MAINPAGE tag refers to the name of a markdown file that 790 | # is part of the input, its contents will be placed on the main page (index.html). 791 | # This can be useful if you have a project on for instance GitHub and want reuse 792 | # the introduction page also for the doxygen output. 793 | 794 | USE_MDFILE_AS_MAINPAGE = 795 | 796 | #--------------------------------------------------------------------------- 797 | # configuration options related to source browsing 798 | #--------------------------------------------------------------------------- 799 | 800 | # If the SOURCE_BROWSER tag is set to YES then a list of source files will 801 | # be generated. Documented entities will be cross-referenced with these sources. 802 | # Note: To get rid of all source code in the generated output, make sure also 803 | # VERBATIM_HEADERS is set to NO. 804 | 805 | SOURCE_BROWSER = YES 806 | 807 | # Setting the INLINE_SOURCES tag to YES will include the body 808 | # of functions and classes directly in the documentation. 809 | 810 | INLINE_SOURCES = NO 811 | 812 | # Setting the STRIP_CODE_COMMENTS tag to YES (the default) will instruct 813 | # doxygen to hide any special comment blocks from generated source code 814 | # fragments. Normal C, C++ and Fortran comments will always remain visible. 815 | 816 | STRIP_CODE_COMMENTS = YES 817 | 818 | # If the REFERENCED_BY_RELATION tag is set to YES 819 | # then for each documented function all documented 820 | # functions referencing it will be listed. 821 | 822 | REFERENCED_BY_RELATION = NO 823 | 824 | # If the REFERENCES_RELATION tag is set to YES 825 | # then for each documented function all documented entities 826 | # called/used by that function will be listed. 827 | 828 | REFERENCES_RELATION = NO 829 | 830 | # If the REFERENCES_LINK_SOURCE tag is set to YES (the default) 831 | # and SOURCE_BROWSER tag is set to YES, then the hyperlinks from 832 | # functions in REFERENCES_RELATION and REFERENCED_BY_RELATION lists will 833 | # link to the source code. 834 | # Otherwise they will link to the documentation. 835 | 836 | REFERENCES_LINK_SOURCE = YES 837 | 838 | # If the USE_HTAGS tag is set to YES then the references to source code 839 | # will point to the HTML generated by the htags(1) tool instead of doxygen 840 | # built-in source browser. The htags tool is part of GNU's global source 841 | # tagging system (see http://www.gnu.org/software/global/global.html). You 842 | # will need version 4.8.6 or higher. 843 | 844 | USE_HTAGS = NO 845 | 846 | # If the VERBATIM_HEADERS tag is set to YES (the default) then Doxygen 847 | # will generate a verbatim copy of the header file for each class for 848 | # which an include is specified. Set to NO to disable this. 849 | 850 | VERBATIM_HEADERS = YES 851 | 852 | #--------------------------------------------------------------------------- 853 | # configuration options related to the alphabetical class index 854 | #--------------------------------------------------------------------------- 855 | 856 | # If the ALPHABETICAL_INDEX tag is set to YES, an alphabetical index 857 | # of all compounds will be generated. Enable this if the project 858 | # contains a lot of classes, structs, unions or interfaces. 859 | 860 | ALPHABETICAL_INDEX = YES 861 | 862 | # If the alphabetical index is enabled (see ALPHABETICAL_INDEX) then 863 | # the COLS_IN_ALPHA_INDEX tag can be used to specify the number of columns 864 | # in which this list will be split (can be a number in the range [1..20]) 865 | 866 | COLS_IN_ALPHA_INDEX = 5 867 | 868 | # In case all classes in a project start with a common prefix, all 869 | # classes will be put under the same header in the alphabetical index. 870 | # The IGNORE_PREFIX tag can be used to specify one or more prefixes that 871 | # should be ignored while generating the index headers. 872 | 873 | IGNORE_PREFIX = 874 | 875 | #--------------------------------------------------------------------------- 876 | # configuration options related to the HTML output 877 | #--------------------------------------------------------------------------- 878 | 879 | # If the GENERATE_HTML tag is set to YES (the default) Doxygen will 880 | # generate HTML output. 881 | 882 | GENERATE_HTML = YES 883 | 884 | # The HTML_OUTPUT tag is used to specify where the HTML docs will be put. 885 | # If a relative path is entered the value of OUTPUT_DIRECTORY will be 886 | # put in front of it. If left blank `html' will be used as the default path. 887 | 888 | HTML_OUTPUT = docs/ 889 | 890 | # The HTML_FILE_EXTENSION tag can be used to specify the file extension for 891 | # each generated HTML page (for example: .htm,.php,.asp). If it is left blank 892 | # doxygen will generate files with .html extension. 893 | 894 | HTML_FILE_EXTENSION = .html 895 | 896 | # The HTML_HEADER tag can be used to specify a personal HTML header for 897 | # each generated HTML page. If it is left blank doxygen will generate a 898 | # standard header. Note that when using a custom header you are responsible 899 | # for the proper inclusion of any scripts and style sheets that doxygen 900 | # needs, which is dependent on the configuration options used. 901 | # It is advised to generate a default header using "doxygen -w html 902 | # header.html footer.html stylesheet.css YourConfigFile" and then modify 903 | # that header. Note that the header is subject to change so you typically 904 | # have to redo this when upgrading to a newer version of doxygen or when 905 | # changing the value of configuration settings such as GENERATE_TREEVIEW! 906 | 907 | HTML_HEADER = 908 | 909 | # The HTML_FOOTER tag can be used to specify a personal HTML footer for 910 | # each generated HTML page. If it is left blank doxygen will generate a 911 | # standard footer. 912 | 913 | HTML_FOOTER = 914 | 915 | # The HTML_STYLESHEET tag can be used to specify a user-defined cascading 916 | # style sheet that is used by each HTML page. It can be used to 917 | # fine-tune the look of the HTML output. If left blank doxygen will 918 | # generate a default style sheet. Note that it is recommended to use 919 | # HTML_EXTRA_STYLESHEET instead of this one, as it is more robust and this 920 | # tag will in the future become obsolete. 921 | 922 | HTML_STYLESHEET = 923 | 924 | # The HTML_EXTRA_STYLESHEET tag can be used to specify an additional 925 | # user-defined cascading style sheet that is included after the standard 926 | # style sheets created by doxygen. Using this option one can overrule 927 | # certain style aspects. This is preferred over using HTML_STYLESHEET 928 | # since it does not replace the standard style sheet and is therefor more 929 | # robust against future updates. Doxygen will copy the style sheet file to 930 | # the output directory. 931 | 932 | HTML_EXTRA_STYLESHEET = 933 | 934 | # The HTML_EXTRA_FILES tag can be used to specify one or more extra images or 935 | # other source files which should be copied to the HTML output directory. Note 936 | # that these files will be copied to the base HTML output directory. Use the 937 | # $relpath$ marker in the HTML_HEADER and/or HTML_FOOTER files to load these 938 | # files. In the HTML_STYLESHEET file, use the file name only. Also note that 939 | # the files will be copied as-is; there are no commands or markers available. 940 | 941 | HTML_EXTRA_FILES = 942 | 943 | # The HTML_COLORSTYLE_HUE tag controls the color of the HTML output. 944 | # Doxygen will adjust the colors in the style sheet and background images 945 | # according to this color. Hue is specified as an angle on a colorwheel, 946 | # see http://en.wikipedia.org/wiki/Hue for more information. 947 | # For instance the value 0 represents red, 60 is yellow, 120 is green, 948 | # 180 is cyan, 240 is blue, 300 purple, and 360 is red again. 949 | # The allowed range is 0 to 359. 950 | 951 | HTML_COLORSTYLE_HUE = 220 952 | 953 | # The HTML_COLORSTYLE_SAT tag controls the purity (or saturation) of 954 | # the colors in the HTML output. For a value of 0 the output will use 955 | # grayscales only. A value of 255 will produce the most vivid colors. 956 | 957 | HTML_COLORSTYLE_SAT = 100 958 | 959 | # The HTML_COLORSTYLE_GAMMA tag controls the gamma correction applied to 960 | # the luminance component of the colors in the HTML output. Values below 961 | # 100 gradually make the output lighter, whereas values above 100 make 962 | # the output darker. The value divided by 100 is the actual gamma applied, 963 | # so 80 represents a gamma of 0.8, The value 220 represents a gamma of 2.2, 964 | # and 100 does not change the gamma. 965 | 966 | HTML_COLORSTYLE_GAMMA = 80 967 | 968 | # If the HTML_TIMESTAMP tag is set to YES then the footer of each generated HTML 969 | # page will contain the date and time when the page was generated. Setting 970 | # this to NO can help when comparing the output of multiple runs. 971 | 972 | HTML_TIMESTAMP = YES 973 | 974 | # If the HTML_DYNAMIC_SECTIONS tag is set to YES then the generated HTML 975 | # documentation will contain sections that can be hidden and shown after the 976 | # page has loaded. 977 | 978 | HTML_DYNAMIC_SECTIONS = NO 979 | 980 | # With HTML_INDEX_NUM_ENTRIES one can control the preferred number of 981 | # entries shown in the various tree structured indices initially; the user 982 | # can expand and collapse entries dynamically later on. Doxygen will expand 983 | # the tree to such a level that at most the specified number of entries are 984 | # visible (unless a fully collapsed tree already exceeds this amount). 985 | # So setting the number of entries 1 will produce a full collapsed tree by 986 | # default. 0 is a special value representing an infinite number of entries 987 | # and will result in a full expanded tree by default. 988 | 989 | HTML_INDEX_NUM_ENTRIES = 100 990 | 991 | # If the GENERATE_DOCSET tag is set to YES, additional index files 992 | # will be generated that can be used as input for Apple's Xcode 3 993 | # integrated development environment, introduced with OSX 10.5 (Leopard). 994 | # To create a documentation set, doxygen will generate a Makefile in the 995 | # HTML output directory. Running make will produce the docset in that 996 | # directory and running "make install" will install the docset in 997 | # ~/Library/Developer/Shared/Documentation/DocSets so that Xcode will find 998 | # it at startup. 999 | # See http://developer.apple.com/tools/creatingdocsetswithdoxygen.html 1000 | # for more information. 1001 | 1002 | GENERATE_DOCSET = NO 1003 | 1004 | # When GENERATE_DOCSET tag is set to YES, this tag determines the name of the 1005 | # feed. A documentation feed provides an umbrella under which multiple 1006 | # documentation sets from a single provider (such as a company or product suite) 1007 | # can be grouped. 1008 | 1009 | DOCSET_FEEDNAME = "Doxygen generated docs" 1010 | 1011 | # When GENERATE_DOCSET tag is set to YES, this tag specifies a string that 1012 | # should uniquely identify the documentation set bundle. This should be a 1013 | # reverse domain-name style string, e.g. com.mycompany.MyDocSet. Doxygen 1014 | # will append .docset to the name. 1015 | 1016 | DOCSET_BUNDLE_ID = org.doxygen.Project 1017 | 1018 | # When GENERATE_PUBLISHER_ID tag specifies a string that should uniquely 1019 | # identify the documentation publisher. This should be a reverse domain-name 1020 | # style string, e.g. com.mycompany.MyDocSet.documentation. 1021 | 1022 | DOCSET_PUBLISHER_ID = org.doxygen.Publisher 1023 | 1024 | # The GENERATE_PUBLISHER_NAME tag identifies the documentation publisher. 1025 | 1026 | DOCSET_PUBLISHER_NAME = Publisher 1027 | 1028 | # If the GENERATE_HTMLHELP tag is set to YES, additional index files 1029 | # will be generated that can be used as input for tools like the 1030 | # Microsoft HTML help workshop to generate a compiled HTML help file (.chm) 1031 | # of the generated HTML documentation. 1032 | 1033 | GENERATE_HTMLHELP = NO 1034 | 1035 | # If the GENERATE_HTMLHELP tag is set to YES, the CHM_FILE tag can 1036 | # be used to specify the file name of the resulting .chm file. You 1037 | # can add a path in front of the file if the result should not be 1038 | # written to the html output directory. 1039 | 1040 | CHM_FILE = 1041 | 1042 | # If the GENERATE_HTMLHELP tag is set to YES, the HHC_LOCATION tag can 1043 | # be used to specify the location (absolute path including file name) of 1044 | # the HTML help compiler (hhc.exe). If non-empty doxygen will try to run 1045 | # the HTML help compiler on the generated index.hhp. 1046 | 1047 | HHC_LOCATION = 1048 | 1049 | # If the GENERATE_HTMLHELP tag is set to YES, the GENERATE_CHI flag 1050 | # controls if a separate .chi index file is generated (YES) or that 1051 | # it should be included in the master .chm file (NO). 1052 | 1053 | GENERATE_CHI = NO 1054 | 1055 | # If the GENERATE_HTMLHELP tag is set to YES, the CHM_INDEX_ENCODING 1056 | # is used to encode HtmlHelp index (hhk), content (hhc) and project file 1057 | # content. 1058 | 1059 | CHM_INDEX_ENCODING = 1060 | 1061 | # If the GENERATE_HTMLHELP tag is set to YES, the BINARY_TOC flag 1062 | # controls whether a binary table of contents is generated (YES) or a 1063 | # normal table of contents (NO) in the .chm file. 1064 | 1065 | BINARY_TOC = NO 1066 | 1067 | # The TOC_EXPAND flag can be set to YES to add extra items for group members 1068 | # to the contents of the HTML help documentation and to the tree view. 1069 | 1070 | TOC_EXPAND = NO 1071 | 1072 | # If the GENERATE_QHP tag is set to YES and both QHP_NAMESPACE and 1073 | # QHP_VIRTUAL_FOLDER are set, an additional index file will be generated 1074 | # that can be used as input for Qt's qhelpgenerator to generate a 1075 | # Qt Compressed Help (.qch) of the generated HTML documentation. 1076 | 1077 | GENERATE_QHP = NO 1078 | 1079 | # If the QHG_LOCATION tag is specified, the QCH_FILE tag can 1080 | # be used to specify the file name of the resulting .qch file. 1081 | # The path specified is relative to the HTML output folder. 1082 | 1083 | QCH_FILE = 1084 | 1085 | # The QHP_NAMESPACE tag specifies the namespace to use when generating 1086 | # Qt Help Project output. For more information please see 1087 | # http://doc.trolltech.com/qthelpproject.html#namespace 1088 | 1089 | QHP_NAMESPACE = org.doxygen.Project 1090 | 1091 | # The QHP_VIRTUAL_FOLDER tag specifies the namespace to use when generating 1092 | # Qt Help Project output. For more information please see 1093 | # http://doc.trolltech.com/qthelpproject.html#virtual-folders 1094 | 1095 | QHP_VIRTUAL_FOLDER = doc 1096 | 1097 | # If QHP_CUST_FILTER_NAME is set, it specifies the name of a custom filter to 1098 | # add. For more information please see 1099 | # http://doc.trolltech.com/qthelpproject.html#custom-filters 1100 | 1101 | QHP_CUST_FILTER_NAME = 1102 | 1103 | # The QHP_CUST_FILT_ATTRS tag specifies the list of the attributes of the 1104 | # custom filter to add. For more information please see 1105 | # 1106 | # Qt Help Project / Custom Filters. 1107 | 1108 | QHP_CUST_FILTER_ATTRS = 1109 | 1110 | # The QHP_SECT_FILTER_ATTRS tag specifies the list of the attributes this 1111 | # project's 1112 | # filter section matches. 1113 | # 1114 | # Qt Help Project / Filter Attributes. 1115 | 1116 | QHP_SECT_FILTER_ATTRS = 1117 | 1118 | # If the GENERATE_QHP tag is set to YES, the QHG_LOCATION tag can 1119 | # be used to specify the location of Qt's qhelpgenerator. 1120 | # If non-empty doxygen will try to run qhelpgenerator on the generated 1121 | # .qhp file. 1122 | 1123 | QHG_LOCATION = 1124 | 1125 | # If the GENERATE_ECLIPSEHELP tag is set to YES, additional index files 1126 | # will be generated, which together with the HTML files, form an Eclipse help 1127 | # plugin. To install this plugin and make it available under the help contents 1128 | # menu in Eclipse, the contents of the directory containing the HTML and XML 1129 | # files needs to be copied into the plugins directory of eclipse. The name of 1130 | # the directory within the plugins directory should be the same as 1131 | # the ECLIPSE_DOC_ID value. After copying Eclipse needs to be restarted before 1132 | # the help appears. 1133 | 1134 | GENERATE_ECLIPSEHELP = NO 1135 | 1136 | # A unique identifier for the eclipse help plugin. When installing the plugin 1137 | # the directory name containing the HTML and XML files should also have 1138 | # this name. 1139 | 1140 | ECLIPSE_DOC_ID = org.doxygen.Project 1141 | 1142 | # The DISABLE_INDEX tag can be used to turn on/off the condensed index (tabs) 1143 | # at top of each HTML page. The value NO (the default) enables the index and 1144 | # the value YES disables it. Since the tabs have the same information as the 1145 | # navigation tree you can set this option to NO if you already set 1146 | # GENERATE_TREEVIEW to YES. 1147 | 1148 | DISABLE_INDEX = NO 1149 | 1150 | # The GENERATE_TREEVIEW tag is used to specify whether a tree-like index 1151 | # structure should be generated to display hierarchical information. 1152 | # If the tag value is set to YES, a side panel will be generated 1153 | # containing a tree-like index structure (just like the one that 1154 | # is generated for HTML Help). For this to work a browser that supports 1155 | # JavaScript, DHTML, CSS and frames is required (i.e. any modern browser). 1156 | # Windows users are probably better off using the HTML help feature. 1157 | # Since the tree basically has the same information as the tab index you 1158 | # could consider to set DISABLE_INDEX to NO when enabling this option. 1159 | 1160 | GENERATE_TREEVIEW = NO 1161 | 1162 | # The ENUM_VALUES_PER_LINE tag can be used to set the number of enum values 1163 | # (range [0,1..20]) that doxygen will group on one line in the generated HTML 1164 | # documentation. Note that a value of 0 will completely suppress the enum 1165 | # values from appearing in the overview section. 1166 | 1167 | ENUM_VALUES_PER_LINE = 4 1168 | 1169 | # If the treeview is enabled (see GENERATE_TREEVIEW) then this tag can be 1170 | # used to set the initial width (in pixels) of the frame in which the tree 1171 | # is shown. 1172 | 1173 | TREEVIEW_WIDTH = 250 1174 | 1175 | # When the EXT_LINKS_IN_WINDOW option is set to YES doxygen will open 1176 | # links to external symbols imported via tag files in a separate window. 1177 | 1178 | EXT_LINKS_IN_WINDOW = NO 1179 | 1180 | # Use this tag to change the font size of Latex formulas included 1181 | # as images in the HTML documentation. The default is 10. Note that 1182 | # when you change the font size after a successful doxygen run you need 1183 | # to manually remove any form_*.png images from the HTML output directory 1184 | # to force them to be regenerated. 1185 | 1186 | FORMULA_FONTSIZE = 10 1187 | 1188 | # Use the FORMULA_TRANPARENT tag to determine whether or not the images 1189 | # generated for formulas are transparent PNGs. Transparent PNGs are 1190 | # not supported properly for IE 6.0, but are supported on all modern browsers. 1191 | # Note that when changing this option you need to delete any form_*.png files 1192 | # in the HTML output before the changes have effect. 1193 | 1194 | FORMULA_TRANSPARENT = YES 1195 | 1196 | # Enable the USE_MATHJAX option to render LaTeX formulas using MathJax 1197 | # (see http://www.mathjax.org) which uses client side Javascript for the 1198 | # rendering instead of using prerendered bitmaps. Use this if you do not 1199 | # have LaTeX installed or if you want to formulas look prettier in the HTML 1200 | # output. When enabled you may also need to install MathJax separately and 1201 | # configure the path to it using the MATHJAX_RELPATH option. 1202 | 1203 | USE_MATHJAX = NO 1204 | 1205 | # When MathJax is enabled you can set the default output format to be used for 1206 | # thA MathJax output. Supported types are HTML-CSS, NativeMML (i.e. MathML) and 1207 | # SVG. The default value is HTML-CSS, which is slower, but has the best 1208 | # compatibility. 1209 | 1210 | MATHJAX_FORMAT = HTML-CSS 1211 | 1212 | # When MathJax is enabled you need to specify the location relative to the 1213 | # HTML output directory using the MATHJAX_RELPATH option. The destination 1214 | # directory should contain the MathJax.js script. For instance, if the mathjax 1215 | # directory is located at the same level as the HTML output directory, then 1216 | # MATHJAX_RELPATH should be ../mathjax. The default value points to 1217 | # the MathJax Content Delivery Network so you can quickly see the result without 1218 | # installing MathJax. 1219 | # However, it is strongly recommended to install a local 1220 | # copy of MathJax from http://www.mathjax.org before deployment. 1221 | 1222 | MATHJAX_RELPATH = http://cdn.mathjax.org/mathjax/latest 1223 | 1224 | # The MATHJAX_EXTENSIONS tag can be used to specify one or MathJax extension 1225 | # names that should be enabled during MathJax rendering. 1226 | 1227 | MATHJAX_EXTENSIONS = 1228 | 1229 | # When the SEARCHENGINE tag is enabled doxygen will generate a search box 1230 | # for the HTML output. The underlying search engine uses javascript 1231 | # and DHTML and should work on any modern browser. Note that when using 1232 | # HTML help (GENERATE_HTMLHELP), Qt help (GENERATE_QHP), or docsets 1233 | # (GENERATE_DOCSET) there is already a search function so this one should 1234 | # typically be disabled. For large projects the javascript based search engine 1235 | # can be slow, then enabling SERVER_BASED_SEARCH may provide a better solution. 1236 | 1237 | SEARCHENGINE = YES 1238 | 1239 | # When the SERVER_BASED_SEARCH tag is enabled the search engine will be 1240 | # implemented using a web server instead of a web client using Javascript. 1241 | # There are two flavours of web server based search depending on the 1242 | # EXTERNAL_SEARCH setting. When disabled, doxygen will generate a PHP script for 1243 | # searching and an index file used by the script. When EXTERNAL_SEARCH is 1244 | # enabled the indexing and searching needs to be provided by external tools. 1245 | # See the manual for details. 1246 | 1247 | SERVER_BASED_SEARCH = NO 1248 | 1249 | # When EXTERNAL_SEARCH is enabled doxygen will no longer generate the PHP 1250 | # script for searching. Instead the search results are written to an XML file 1251 | # which needs to be processed by an external indexer. Doxygen will invoke an 1252 | # external search engine pointed to by the SEARCHENGINE_URL option to obtain 1253 | # the search results. Doxygen ships with an example indexer (doxyindexer) and 1254 | # search engine (doxysearch.cgi) which are based on the open source search engine 1255 | # library Xapian. See the manual for configuration details. 1256 | 1257 | EXTERNAL_SEARCH = NO 1258 | 1259 | # The SEARCHENGINE_URL should point to a search engine hosted by a web server 1260 | # which will returned the search results when EXTERNAL_SEARCH is enabled. 1261 | # Doxygen ships with an example search engine (doxysearch) which is based on 1262 | # the open source search engine library Xapian. See the manual for configuration 1263 | # details. 1264 | 1265 | SEARCHENGINE_URL = 1266 | 1267 | # When SERVER_BASED_SEARCH and EXTERNAL_SEARCH are both enabled the unindexed 1268 | # search data is written to a file for indexing by an external tool. With the 1269 | # SEARCHDATA_FILE tag the name of this file can be specified. 1270 | 1271 | SEARCHDATA_FILE = searchdata.xml 1272 | 1273 | # When SERVER_BASED_SEARCH AND EXTERNAL_SEARCH are both enabled the 1274 | # EXTERNAL_SEARCH_ID tag can be used as an identifier for the project. This is 1275 | # useful in combination with EXTRA_SEARCH_MAPPINGS to search through multiple 1276 | # projects and redirect the results back to the right project. 1277 | 1278 | EXTERNAL_SEARCH_ID = 1279 | 1280 | # The EXTRA_SEARCH_MAPPINGS tag can be used to enable searching through doxygen 1281 | # projects other than the one defined by this configuration file, but that are 1282 | # all added to the same external search index. Each project needs to have a 1283 | # unique id set via EXTERNAL_SEARCH_ID. The search mapping then maps the id 1284 | # of to a relative location where the documentation can be found. 1285 | # The format is: EXTRA_SEARCH_MAPPINGS = id1=loc1 id2=loc2 ... 1286 | 1287 | EXTRA_SEARCH_MAPPINGS = 1288 | 1289 | #--------------------------------------------------------------------------- 1290 | # configuration options related to the LaTeX output 1291 | #--------------------------------------------------------------------------- 1292 | 1293 | # If the GENERATE_LATEX tag is set to YES (the default) Doxygen will 1294 | # generate Latex output. 1295 | 1296 | GENERATE_LATEX = NO 1297 | 1298 | # The LATEX_OUTPUT tag is used to specify where the LaTeX docs will be put. 1299 | # If a relative path is entered the value of OUTPUT_DIRECTORY will be 1300 | # put in front of it. If left blank `latex' will be used as the default path. 1301 | 1302 | LATEX_OUTPUT = latex 1303 | 1304 | # The LATEX_CMD_NAME tag can be used to specify the LaTeX command name to be 1305 | # invoked. If left blank `latex' will be used as the default command name. 1306 | # Note that when enabling USE_PDFLATEX this option is only used for 1307 | # generating bitmaps for formulas in the HTML output, but not in the 1308 | # Makefile that is written to the output directory. 1309 | 1310 | LATEX_CMD_NAME = latex 1311 | 1312 | # The MAKEINDEX_CMD_NAME tag can be used to specify the command name to 1313 | # generate index for LaTeX. If left blank `makeindex' will be used as the 1314 | # default command name. 1315 | 1316 | MAKEINDEX_CMD_NAME = makeindex 1317 | 1318 | # If the COMPACT_LATEX tag is set to YES Doxygen generates more compact 1319 | # LaTeX documents. This may be useful for small projects and may help to 1320 | # save some trees in general. 1321 | 1322 | COMPACT_LATEX = NO 1323 | 1324 | # The PAPER_TYPE tag can be used to set the paper type that is used 1325 | # by the printer. Possible values are: a4, letter, legal and 1326 | # executive. If left blank a4wide will be used. 1327 | 1328 | PAPER_TYPE = a4 1329 | 1330 | # The EXTRA_PACKAGES tag can be to specify one or more names of LaTeX 1331 | # packages that should be included in the LaTeX output. 1332 | 1333 | EXTRA_PACKAGES = 1334 | 1335 | # The LATEX_HEADER tag can be used to specify a personal LaTeX header for 1336 | # the generated latex document. The header should contain everything until 1337 | # the first chapter. If it is left blank doxygen will generate a 1338 | # standard header. Notice: only use this tag if you know what you are doing! 1339 | 1340 | LATEX_HEADER = 1341 | 1342 | # The LATEX_FOOTER tag can be used to specify a personal LaTeX footer for 1343 | # the generated latex document. The footer should contain everything after 1344 | # the last chapter. If it is left blank doxygen will generate a 1345 | # standard footer. Notice: only use this tag if you know what you are doing! 1346 | 1347 | LATEX_FOOTER = 1348 | 1349 | # If the PDF_HYPERLINKS tag is set to YES, the LaTeX that is generated 1350 | # is prepared for conversion to pdf (using ps2pdf). The pdf file will 1351 | # contain links (just like the HTML output) instead of page references 1352 | # This makes the output suitable for online browsing using a pdf viewer. 1353 | 1354 | PDF_HYPERLINKS = YES 1355 | 1356 | # If the USE_PDFLATEX tag is set to YES, pdflatex will be used instead of 1357 | # plain latex in the generated Makefile. Set this option to YES to get a 1358 | # higher quality PDF documentation. 1359 | 1360 | USE_PDFLATEX = YES 1361 | 1362 | # If the LATEX_BATCHMODE tag is set to YES, doxygen will add the \\batchmode. 1363 | # command to the generated LaTeX files. This will instruct LaTeX to keep 1364 | # running if errors occur, instead of asking the user for help. 1365 | # This option is also used when generating formulas in HTML. 1366 | 1367 | LATEX_BATCHMODE = NO 1368 | 1369 | # If LATEX_HIDE_INDICES is set to YES then doxygen will not 1370 | # include the index chapters (such as File Index, Compound Index, etc.) 1371 | # in the output. 1372 | 1373 | LATEX_HIDE_INDICES = NO 1374 | 1375 | # If LATEX_SOURCE_CODE is set to YES then doxygen will include 1376 | # source code with syntax highlighting in the LaTeX output. 1377 | # Note that which sources are shown also depends on other settings 1378 | # such as SOURCE_BROWSER. 1379 | 1380 | LATEX_SOURCE_CODE = NO 1381 | 1382 | # The LATEX_BIB_STYLE tag can be used to specify the style to use for the 1383 | # bibliography, e.g. plainnat, or ieeetr. The default style is "plain". See 1384 | # http://en.wikipedia.org/wiki/BibTeX for more info. 1385 | 1386 | LATEX_BIB_STYLE = plain 1387 | 1388 | #--------------------------------------------------------------------------- 1389 | # configuration options related to the RTF output 1390 | #--------------------------------------------------------------------------- 1391 | 1392 | # If the GENERATE_RTF tag is set to YES Doxygen will generate RTF output 1393 | # The RTF output is optimized for Word 97 and may not look very pretty with 1394 | # other RTF readers or editors. 1395 | 1396 | GENERATE_RTF = NO 1397 | 1398 | # The RTF_OUTPUT tag is used to specify where the RTF docs will be put. 1399 | # If a relative path is entered the value of OUTPUT_DIRECTORY will be 1400 | # put in front of it. If left blank `rtf' will be used as the default path. 1401 | 1402 | RTF_OUTPUT = rtf 1403 | 1404 | # If the COMPACT_RTF tag is set to YES Doxygen generates more compact 1405 | # RTF documents. This may be useful for small projects and may help to 1406 | # save some trees in general. 1407 | 1408 | COMPACT_RTF = NO 1409 | 1410 | # If the RTF_HYPERLINKS tag is set to YES, the RTF that is generated 1411 | # will contain hyperlink fields. The RTF file will 1412 | # contain links (just like the HTML output) instead of page references. 1413 | # This makes the output suitable for online browsing using WORD or other 1414 | # programs which support those fields. 1415 | # Note: wordpad (write) and others do not support links. 1416 | 1417 | RTF_HYPERLINKS = NO 1418 | 1419 | # Load style sheet definitions from file. Syntax is similar to doxygen's 1420 | # config file, i.e. a series of assignments. You only have to provide 1421 | # replacements, missing definitions are set to their default value. 1422 | 1423 | RTF_STYLESHEET_FILE = 1424 | 1425 | # Set optional variables used in the generation of an rtf document. 1426 | # Syntax is similar to doxygen's config file. 1427 | 1428 | RTF_EXTENSIONS_FILE = 1429 | 1430 | #--------------------------------------------------------------------------- 1431 | # configuration options related to the man page output 1432 | #--------------------------------------------------------------------------- 1433 | 1434 | # If the GENERATE_MAN tag is set to YES (the default) Doxygen will 1435 | # generate man pages 1436 | 1437 | GENERATE_MAN = NO 1438 | 1439 | # The MAN_OUTPUT tag is used to specify where the man pages will be put. 1440 | # If a relative path is entered the value of OUTPUT_DIRECTORY will be 1441 | # put in front of it. If left blank `man' will be used as the default path. 1442 | 1443 | MAN_OUTPUT = man 1444 | 1445 | # The MAN_EXTENSION tag determines the extension that is added to 1446 | # the generated man pages (default is the subroutine's section .3) 1447 | 1448 | MAN_EXTENSION = .3 1449 | 1450 | # If the MAN_LINKS tag is set to YES and Doxygen generates man output, 1451 | # then it will generate one additional man file for each entity 1452 | # documented in the real man page(s). These additional files 1453 | # only source the real man page, but without them the man command 1454 | # would be unable to find the correct page. The default is NO. 1455 | 1456 | MAN_LINKS = NO 1457 | 1458 | #--------------------------------------------------------------------------- 1459 | # configuration options related to the XML output 1460 | #--------------------------------------------------------------------------- 1461 | 1462 | # If the GENERATE_XML tag is set to YES Doxygen will 1463 | # generate an XML file that captures the structure of 1464 | # the code including all documentation. 1465 | 1466 | GENERATE_XML = NO 1467 | 1468 | # The XML_OUTPUT tag is used to specify where the XML pages will be put. 1469 | # If a relative path is entered the value of OUTPUT_DIRECTORY will be 1470 | # put in front of it. If left blank `xml' will be used as the default path. 1471 | 1472 | XML_OUTPUT = xml 1473 | 1474 | # The XML_SCHEMA tag can be used to specify an XML schema, 1475 | # which can be used by a validating XML parser to check the 1476 | # syntax of the XML files. 1477 | 1478 | XML_SCHEMA = 1479 | 1480 | # The XML_DTD tag can be used to specify an XML DTD, 1481 | # which can be used by a validating XML parser to check the 1482 | # syntax of the XML files. 1483 | 1484 | XML_DTD = 1485 | 1486 | # If the XML_PROGRAMLISTING tag is set to YES Doxygen will 1487 | # dump the program listings (including syntax highlighting 1488 | # and cross-referencing information) to the XML output. Note that 1489 | # enabling this will significantly increase the size of the XML output. 1490 | 1491 | XML_PROGRAMLISTING = YES 1492 | 1493 | #--------------------------------------------------------------------------- 1494 | # configuration options for the AutoGen Definitions output 1495 | #--------------------------------------------------------------------------- 1496 | 1497 | # If the GENERATE_AUTOGEN_DEF tag is set to YES Doxygen will 1498 | # generate an AutoGen Definitions (see autogen.sf.net) file 1499 | # that captures the structure of the code including all 1500 | # documentation. Note that this feature is still experimental 1501 | # and incomplete at the moment. 1502 | 1503 | GENERATE_AUTOGEN_DEF = NO 1504 | 1505 | #--------------------------------------------------------------------------- 1506 | # configuration options related to the Perl module output 1507 | #--------------------------------------------------------------------------- 1508 | 1509 | # If the GENERATE_PERLMOD tag is set to YES Doxygen will 1510 | # generate a Perl module file that captures the structure of 1511 | # the code including all documentation. Note that this 1512 | # feature is still experimental and incomplete at the 1513 | # moment. 1514 | 1515 | GENERATE_PERLMOD = NO 1516 | 1517 | # If the PERLMOD_LATEX tag is set to YES Doxygen will generate 1518 | # the necessary Makefile rules, Perl scripts and LaTeX code to be able 1519 | # to generate PDF and DVI output from the Perl module output. 1520 | 1521 | PERLMOD_LATEX = NO 1522 | 1523 | # If the PERLMOD_PRETTY tag is set to YES the Perl module output will be 1524 | # nicely formatted so it can be parsed by a human reader. 1525 | # This is useful 1526 | # if you want to understand what is going on. 1527 | # On the other hand, if this 1528 | # tag is set to NO the size of the Perl module output will be much smaller 1529 | # and Perl will parse it just the same. 1530 | 1531 | PERLMOD_PRETTY = YES 1532 | 1533 | # The names of the make variables in the generated doxyrules.make file 1534 | # are prefixed with the string contained in PERLMOD_MAKEVAR_PREFIX. 1535 | # This is useful so different doxyrules.make files included by the same 1536 | # Makefile don't overwrite each other's variables. 1537 | 1538 | PERLMOD_MAKEVAR_PREFIX = 1539 | 1540 | #--------------------------------------------------------------------------- 1541 | # Configuration options related to the preprocessor 1542 | #--------------------------------------------------------------------------- 1543 | 1544 | # If the ENABLE_PREPROCESSING tag is set to YES (the default) Doxygen will 1545 | # evaluate all C-preprocessor directives found in the sources and include 1546 | # files. 1547 | 1548 | ENABLE_PREPROCESSING = YES 1549 | 1550 | # If the MACRO_EXPANSION tag is set to YES Doxygen will expand all macro 1551 | # names in the source code. If set to NO (the default) only conditional 1552 | # compilation will be performed. Macro expansion can be done in a controlled 1553 | # way by setting EXPAND_ONLY_PREDEF to YES. 1554 | 1555 | MACRO_EXPANSION = NO 1556 | 1557 | # If the EXPAND_ONLY_PREDEF and MACRO_EXPANSION tags are both set to YES 1558 | # then the macro expansion is limited to the macros specified with the 1559 | # PREDEFINED and EXPAND_AS_DEFINED tags. 1560 | 1561 | EXPAND_ONLY_PREDEF = NO 1562 | 1563 | # If the SEARCH_INCLUDES tag is set to YES (the default) the includes files 1564 | # pointed to by INCLUDE_PATH will be searched when a #include is found. 1565 | 1566 | SEARCH_INCLUDES = YES 1567 | 1568 | # The INCLUDE_PATH tag can be used to specify one or more directories that 1569 | # contain include files that are not input files but should be processed by 1570 | # the preprocessor. 1571 | 1572 | INCLUDE_PATH = 1573 | 1574 | # You can use the INCLUDE_FILE_PATTERNS tag to specify one or more wildcard 1575 | # patterns (like *.h and *.hpp) to filter out the header-files in the 1576 | # directories. If left blank, the patterns specified with FILE_PATTERNS will 1577 | # be used. 1578 | 1579 | INCLUDE_FILE_PATTERNS = 1580 | 1581 | # The PREDEFINED tag can be used to specify one or more macro names that 1582 | # are defined before the preprocessor is started (similar to the -D option of 1583 | # gcc). The argument of the tag is a list of macros of the form: name 1584 | # or name=definition (no spaces). If the definition and the = are 1585 | # omitted =1 is assumed. To prevent a macro definition from being 1586 | # undefined via #undef or recursively expanded use the := operator 1587 | # instead of the = operator. 1588 | 1589 | PREDEFINED = 1590 | 1591 | # If the MACRO_EXPANSION and EXPAND_ONLY_PREDEF tags are set to YES then 1592 | # this tag can be used to specify a list of macro names that should be expanded. 1593 | # The macro definition that is found in the sources will be used. 1594 | # Use the PREDEFINED tag if you want to use a different macro definition that 1595 | # overrules the definition found in the source code. 1596 | 1597 | EXPAND_AS_DEFINED = 1598 | 1599 | # If the SKIP_FUNCTION_MACROS tag is set to YES (the default) then 1600 | # doxygen's preprocessor will remove all references to function-like macros 1601 | # that are alone on a line, have an all uppercase name, and do not end with a 1602 | # semicolon, because these will confuse the parser if not removed. 1603 | 1604 | SKIP_FUNCTION_MACROS = YES 1605 | 1606 | #--------------------------------------------------------------------------- 1607 | # Configuration::additions related to external references 1608 | #--------------------------------------------------------------------------- 1609 | 1610 | # The TAGFILES option can be used to specify one or more tagfiles. For each 1611 | # tag file the location of the external documentation should be added. The 1612 | # format of a tag file without this location is as follows: 1613 | # 1614 | # TAGFILES = file1 file2 ... 1615 | # Adding location for the tag files is done as follows: 1616 | # 1617 | # TAGFILES = file1=loc1 "file2 = loc2" ... 1618 | # where "loc1" and "loc2" can be relative or absolute paths 1619 | # or URLs. Note that each tag file must have a unique name (where the name does 1620 | # NOT include the path). If a tag file is not located in the directory in which 1621 | # doxygen is run, you must also specify the path to the tagfile here. 1622 | 1623 | TAGFILES = 1624 | 1625 | # When a file name is specified after GENERATE_TAGFILE, doxygen will create 1626 | # a tag file that is based on the input files it reads. 1627 | 1628 | GENERATE_TAGFILE = 1629 | 1630 | # If the ALLEXTERNALS tag is set to YES all external classes will be listed 1631 | # in the class index. If set to NO only the inherited external classes 1632 | # will be listed. 1633 | 1634 | ALLEXTERNALS = NO 1635 | 1636 | # If the EXTERNAL_GROUPS tag is set to YES all external groups will be listed 1637 | # in the modules index. If set to NO, only the current project's groups will 1638 | # be listed. 1639 | 1640 | EXTERNAL_GROUPS = YES 1641 | 1642 | # The PERL_PATH should be the absolute path and name of the perl script 1643 | # interpreter (i.e. the result of `which perl'). 1644 | 1645 | PERL_PATH = /usr/bin/perl 1646 | 1647 | #--------------------------------------------------------------------------- 1648 | # Configuration options related to the dot tool 1649 | #--------------------------------------------------------------------------- 1650 | 1651 | # If the CLASS_DIAGRAMS tag is set to YES (the default) Doxygen will 1652 | # generate a inheritance diagram (in HTML, RTF and LaTeX) for classes with base 1653 | # or super classes. Setting the tag to NO turns the diagrams off. Note that 1654 | # this option also works with HAVE_DOT disabled, but it is recommended to 1655 | # install and use dot, since it yields more powerful graphs. 1656 | 1657 | CLASS_DIAGRAMS = YES 1658 | 1659 | # You can define message sequence charts within doxygen comments using the \msc 1660 | # command. Doxygen will then run the mscgen tool (see 1661 | # http://www.mcternan.me.uk/mscgen/) to produce the chart and insert it in the 1662 | # documentation. The MSCGEN_PATH tag allows you to specify the directory where 1663 | # the mscgen tool resides. If left empty the tool is assumed to be found in the 1664 | # default search path. 1665 | 1666 | MSCGEN_PATH = 1667 | 1668 | # If set to YES, the inheritance and collaboration graphs will hide 1669 | # inheritance and usage relations if the target is undocumented 1670 | # or is not a class. 1671 | 1672 | HIDE_UNDOC_RELATIONS = YES 1673 | 1674 | # If you set the HAVE_DOT tag to YES then doxygen will assume the dot tool is 1675 | # available from the path. This tool is part of Graphviz, a graph visualization 1676 | # toolkit from AT&T and Lucent Bell Labs. The other options in this section 1677 | # have no effect if this option is set to NO (the default) 1678 | 1679 | HAVE_DOT = NO 1680 | 1681 | # The DOT_NUM_THREADS specifies the number of dot invocations doxygen is 1682 | # allowed to run in parallel. When set to 0 (the default) doxygen will 1683 | # base this on the number of processors available in the system. You can set it 1684 | # explicitly to a value larger than 0 to get control over the balance 1685 | # between CPU load and processing speed. 1686 | 1687 | DOT_NUM_THREADS = 0 1688 | 1689 | # By default doxygen will use the Helvetica font for all dot files that 1690 | # doxygen generates. When you want a differently looking font you can specify 1691 | # the font name using DOT_FONTNAME. You need to make sure dot is able to find 1692 | # the font, which can be done by putting it in a standard location or by setting 1693 | # the DOTFONTPATH environment variable or by setting DOT_FONTPATH to the 1694 | # directory containing the font. 1695 | 1696 | DOT_FONTNAME = Helvetica 1697 | 1698 | # The DOT_FONTSIZE tag can be used to set the size of the font of dot graphs. 1699 | # The default size is 10pt. 1700 | 1701 | DOT_FONTSIZE = 10 1702 | 1703 | # By default doxygen will tell dot to use the Helvetica font. 1704 | # If you specify a different font using DOT_FONTNAME you can use DOT_FONTPATH to 1705 | # set the path where dot can find it. 1706 | 1707 | DOT_FONTPATH = 1708 | 1709 | # If the CLASS_GRAPH and HAVE_DOT tags are set to YES then doxygen 1710 | # will generate a graph for each documented class showing the direct and 1711 | # indirect inheritance relations. Setting this tag to YES will force the 1712 | # CLASS_DIAGRAMS tag to NO. 1713 | 1714 | CLASS_GRAPH = YES 1715 | 1716 | # If the COLLABORATION_GRAPH and HAVE_DOT tags are set to YES then doxygen 1717 | # will generate a graph for each documented class showing the direct and 1718 | # indirect implementation dependencies (inheritance, containment, and 1719 | # class references variables) of the class with other documented classes. 1720 | 1721 | COLLABORATION_GRAPH = YES 1722 | 1723 | # If the GROUP_GRAPHS and HAVE_DOT tags are set to YES then doxygen 1724 | # will generate a graph for groups, showing the direct groups dependencies 1725 | 1726 | GROUP_GRAPHS = YES 1727 | 1728 | # If the UML_LOOK tag is set to YES doxygen will generate inheritance and 1729 | # collaboration diagrams in a style similar to the OMG's Unified Modeling 1730 | # Language. 1731 | 1732 | UML_LOOK = NO 1733 | 1734 | # If the UML_LOOK tag is enabled, the fields and methods are shown inside 1735 | # the class node. If there are many fields or methods and many nodes the 1736 | # graph may become too big to be useful. The UML_LIMIT_NUM_FIELDS 1737 | # threshold limits the number of items for each type to make the size more 1738 | # managable. Set this to 0 for no limit. Note that the threshold may be 1739 | # exceeded by 50% before the limit is enforced. 1740 | 1741 | UML_LIMIT_NUM_FIELDS = 10 1742 | 1743 | # If set to YES, the inheritance and collaboration graphs will show the 1744 | # relations between templates and their instances. 1745 | 1746 | TEMPLATE_RELATIONS = NO 1747 | 1748 | # If the ENABLE_PREPROCESSING, SEARCH_INCLUDES, INCLUDE_GRAPH, and HAVE_DOT 1749 | # tags are set to YES then doxygen will generate a graph for each documented 1750 | # file showing the direct and indirect include dependencies of the file with 1751 | # other documented files. 1752 | 1753 | INCLUDE_GRAPH = YES 1754 | 1755 | # If the ENABLE_PREPROCESSING, SEARCH_INCLUDES, INCLUDED_BY_GRAPH, and 1756 | # HAVE_DOT tags are set to YES then doxygen will generate a graph for each 1757 | # documented header file showing the documented files that directly or 1758 | # indirectly include this file. 1759 | 1760 | INCLUDED_BY_GRAPH = YES 1761 | 1762 | # If the CALL_GRAPH and HAVE_DOT options are set to YES then 1763 | # doxygen will generate a call dependency graph for every global function 1764 | # or class method. Note that enabling this option will significantly increase 1765 | # the time of a run. So in most cases it will be better to enable call graphs 1766 | # for selected functions only using the \callgraph command. 1767 | 1768 | CALL_GRAPH = NO 1769 | 1770 | # If the CALLER_GRAPH and HAVE_DOT tags are set to YES then 1771 | # doxygen will generate a caller dependency graph for every global function 1772 | # or class method. Note that enabling this option will significantly increase 1773 | # the time of a run. So in most cases it will be better to enable caller 1774 | # graphs for selected functions only using the \callergraph command. 1775 | 1776 | CALLER_GRAPH = NO 1777 | 1778 | # If the GRAPHICAL_HIERARCHY and HAVE_DOT tags are set to YES then doxygen 1779 | # will generate a graphical hierarchy of all classes instead of a textual one. 1780 | 1781 | GRAPHICAL_HIERARCHY = YES 1782 | 1783 | # If the DIRECTORY_GRAPH and HAVE_DOT tags are set to YES 1784 | # then doxygen will show the dependencies a directory has on other directories 1785 | # in a graphical way. The dependency relations are determined by the #include 1786 | # relations between the files in the directories. 1787 | 1788 | DIRECTORY_GRAPH = YES 1789 | 1790 | # The DOT_IMAGE_FORMAT tag can be used to set the image format of the images 1791 | # generated by dot. Possible values are svg, png, jpg, or gif. 1792 | # If left blank png will be used. If you choose svg you need to set 1793 | # HTML_FILE_EXTENSION to xhtml in order to make the SVG files 1794 | # visible in IE 9+ (other browsers do not have this requirement). 1795 | 1796 | DOT_IMAGE_FORMAT = png 1797 | 1798 | # If DOT_IMAGE_FORMAT is set to svg, then this option can be set to YES to 1799 | # enable generation of interactive SVG images that allow zooming and panning. 1800 | # Note that this requires a modern browser other than Internet Explorer. 1801 | # Tested and working are Firefox, Chrome, Safari, and Opera. For IE 9+ you 1802 | # need to set HTML_FILE_EXTENSION to xhtml in order to make the SVG files 1803 | # visible. Older versions of IE do not have SVG support. 1804 | 1805 | INTERACTIVE_SVG = NO 1806 | 1807 | # The tag DOT_PATH can be used to specify the path where the dot tool can be 1808 | # found. If left blank, it is assumed the dot tool can be found in the path. 1809 | 1810 | DOT_PATH = 1811 | 1812 | # The DOTFILE_DIRS tag can be used to specify one or more directories that 1813 | # contain dot files that are included in the documentation (see the 1814 | # \dotfile command). 1815 | 1816 | DOTFILE_DIRS = 1817 | 1818 | # The MSCFILE_DIRS tag can be used to specify one or more directories that 1819 | # contain msc files that are included in the documentation (see the 1820 | # \mscfile command). 1821 | 1822 | MSCFILE_DIRS = 1823 | 1824 | # The DOT_GRAPH_MAX_NODES tag can be used to set the maximum number of 1825 | # nodes that will be shown in the graph. If the number of nodes in a graph 1826 | # becomes larger than this value, doxygen will truncate the graph, which is 1827 | # visualized by representing a node as a red box. Note that doxygen if the 1828 | # number of direct children of the root node in a graph is already larger than 1829 | # DOT_GRAPH_MAX_NODES then the graph will not be shown at all. Also note 1830 | # that the size of a graph can be further restricted by MAX_DOT_GRAPH_DEPTH. 1831 | 1832 | DOT_GRAPH_MAX_NODES = 50 1833 | 1834 | # The MAX_DOT_GRAPH_DEPTH tag can be used to set the maximum depth of the 1835 | # graphs generated by dot. A depth value of 3 means that only nodes reachable 1836 | # from the root by following a path via at most 3 edges will be shown. Nodes 1837 | # that lay further from the root node will be omitted. Note that setting this 1838 | # option to 1 or 2 may greatly reduce the computation time needed for large 1839 | # code bases. Also note that the size of a graph can be further restricted by 1840 | # DOT_GRAPH_MAX_NODES. Using a depth of 0 means no depth restriction. 1841 | 1842 | MAX_DOT_GRAPH_DEPTH = 0 1843 | 1844 | # Set the DOT_TRANSPARENT tag to YES to generate images with a transparent 1845 | # background. This is disabled by default, because dot on Windows does not 1846 | # seem to support this out of the box. Warning: Depending on the platform used, 1847 | # enabling this option may lead to badly anti-aliased labels on the edges of 1848 | # a graph (i.e. they become hard to read). 1849 | 1850 | DOT_TRANSPARENT = NO 1851 | 1852 | # Set the DOT_MULTI_TARGETS tag to YES allow dot to generate multiple output 1853 | # files in one run (i.e. multiple -o and -T options on the command line). This 1854 | # makes dot run faster, but since only newer versions of dot (>1.8.10) 1855 | # support this, this feature is disabled by default. 1856 | 1857 | DOT_MULTI_TARGETS = NO 1858 | 1859 | # If the GENERATE_LEGEND tag is set to YES (the default) Doxygen will 1860 | # generate a legend page explaining the meaning of the various boxes and 1861 | # arrows in the dot generated graphs. 1862 | 1863 | GENERATE_LEGEND = YES 1864 | 1865 | # If the DOT_CLEANUP tag is set to YES (the default) Doxygen will 1866 | # remove the intermediate dot files that are used to generate 1867 | # the various graphs. 1868 | 1869 | DOT_CLEANUP = YES 1870 | --------------------------------------------------------------------------------