1 | // This file is a part of Framsticks SDK. http://www.framsticks.com/ |
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2 | // Copyright (C) 1999-2015 Maciej Komosinski and Szymon Ulatowski. |
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3 | // See LICENSE.txt for details. |
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4 | |
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5 | #include "genman.h" |
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6 | #include <frams/vm/classes/genoobj.h> |
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7 | #include GEN_CONFIG_FILE //configuration of active genetic operators |
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8 | #include "common/log.h" |
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9 | #include "common/nonstd_math.h" |
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10 | #include "common/stl-util.h" |
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11 | #include <common/loggers/loggers.h> |
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12 | |
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13 | |
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14 | #ifdef USE_GENMAN_f0 |
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15 | #include "f0/oper_f0.h" |
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16 | #endif |
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17 | #ifdef USE_GENMAN_f0FUZZY |
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18 | #include "f0/oper_f0Fuzzy.h" |
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19 | #endif |
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20 | #ifdef USE_GENMAN_f1 |
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21 | #include "f1/oper_f1.h" |
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22 | #endif |
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23 | #ifdef USE_GENMAN_f2 |
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24 | #include "f2/oper_f2.h" |
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25 | #endif |
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26 | #ifdef USE_GENMAN_f2 |
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27 | #include "f3/oper_f3.h" |
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28 | #endif |
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29 | #ifdef USE_GENMAN_f4 |
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30 | #include "f4/oper_f4.h" |
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31 | #endif |
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32 | #ifdef USE_GENMAN_f5 |
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33 | #include "f5/oper_f5.h" |
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34 | #endif |
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35 | #ifdef USE_GENMAN_f6 |
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36 | #include "f6/oper_f6.h" |
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37 | #endif |
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38 | #ifdef USE_GENMAN_f7 |
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39 | #include "f7/oper_f7.h" |
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40 | #endif |
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41 | #ifdef USE_GENMAN_f8 |
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42 | #include "f8/oper_f8.h" |
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43 | #endif |
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44 | #ifdef USE_GENMAN_f9 |
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45 | #include "f9/oper_f9.h" |
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46 | #endif |
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47 | #ifdef USE_GENMAN_fF |
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48 | #include "fF/oper_fF.h" |
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49 | #endif |
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50 | #ifdef USE_GENMAN_fT |
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51 | #include "fT/oper_fTest.h" |
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52 | #endif |
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53 | |
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54 | using namespace std; //string, vector |
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55 | |
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56 | //old code needs update: |
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57 | //#include "gengroups.h" |
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58 | //extern GenGroup *listaGen; |
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59 | // GENGROUP(0)->l_del.add(sim->GM.onDelGen,&sim->GM); //before delete |
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60 | // GENGROUP(0)->l_del.remove(sim->GM.onDelGen,&sim->GM); //before delete |
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61 | |
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62 | |
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63 | #define FIELDSTRUCT GenMan |
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64 | |
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65 | static ParamEntry GMparam_tab[] = |
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66 | { |
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67 | { "Genetics", 1, 10, "GenMan", }, |
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68 | { "gen_hist", 0, PARAM_DONTSAVE, "Remember history of genetic operations", "d 0 1 0", FIELD(history), "Required for phylogenetic analysis", }, |
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69 | { "gen_hilite", 0, 0, "Use syntax highlighting", "d 0 1 1", FIELD(hilite), "Use colors for genes?\n(slows down viewing/editing of huge genotypes)", }, |
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70 | { "gen_extmutinfo", 0, 0, "Extended mutation info", "d 0 2 0 ~Off~Method ID~Method description", FIELD(extmutinfo), "If active, information about employed mutation method will be stored in the 'info' field of each mutated genotype.", }, |
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71 | { "operReport", 0, PARAM_DONTSAVE, "Operators report", "p()", PROCEDURE(p_report), "Show available genetic operators", }, |
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72 | { "toHTML", 0, PARAM_DONTSAVE, "HTMLize a genotype", "p s(s)", PROCEDURE(p_htmlize), "returns genotype expressed as colored HTML", }, |
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73 | { "toHTMLshort", 0, PARAM_DONTSAVE, "HTMLize a genotype, shorten if needed", "p s(s)", PROCEDURE(p_htmlizeshort), "returns genotype (abbreviated if needed) expressed as colored HTML", }, |
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74 | { "validate", 0, PARAM_DONTSAVE | PARAM_USERHIDDEN, "Validate", "p oGeno(oGeno)", PROCEDURE(p_validate), "returns validated (if possible) Geno object from supplied Geno", }, |
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75 | { "mutate", 0, PARAM_DONTSAVE | PARAM_USERHIDDEN, "Mutate", "p oGeno(oGeno)", PROCEDURE(p_mutate), "returns mutated Geno object from supplied Geno", }, |
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76 | { "crossOver", 0, PARAM_DONTSAVE | PARAM_USERHIDDEN, "Crossover", "p oGeno(oGeno,oGeno)", PROCEDURE(p_crossover), "returns crossed over genotype", }, |
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77 | { "getSimplest", 0, PARAM_DONTSAVE | PARAM_USERHIDDEN, "Get simplest genotype", "p oGeno(s format)", PROCEDURE(p_getsimplest), "returns the simplest genotype for a given encoding (format). \"0\" means f0, \"4\" means f4, etc.", }, |
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78 | { 0, }, |
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79 | }; |
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80 | |
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81 | static ParamEntry GMstats_tab[] = |
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82 | { |
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83 | { "Genetics", 1, 12, "GenManStats", "Statistics for genetic operations." }, |
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84 | { "gen_count", 0, PARAM_READONLY, "Number of genetic operations so far", "d", FIELD(count), "", }, |
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85 | { "gen_mvalid", 0, PARAM_READONLY, "Mutations valid", "d", FIELD(valid_m), "", }, |
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86 | { "gen_mvalidated", 0, PARAM_READONLY, "Mutations validated", "d", FIELD(validated_m), "", }, |
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87 | { "gen_minvalid", 0, PARAM_READONLY, "Mutations invalid", "d", FIELD(invalid_m), "couldn't be repaired", }, |
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88 | { "gen_mfailed", 0, PARAM_READONLY, "Mutations failed", "d", FIELD(failed_m), "couldn't be performed", }, |
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89 | { "gen_xovalid", 0, PARAM_READONLY, "Crossovers valid", "d", FIELD(valid_xo), "", }, |
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90 | { "gen_xovalidated", 0, PARAM_READONLY, "Crossovers validated", "d", FIELD(validated_xo), "", }, |
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91 | { "gen_xoinvalid", 0, PARAM_READONLY, "Crossovers invalid", "d", FIELD(invalid_xo), "couldn't be repaired", }, |
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92 | { "gen_xofailed", 0, PARAM_READONLY, "Crossovers failed", "d", FIELD(failed_xo), "couldn't be performed", }, |
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93 | { "gen_mutimpr", 0, PARAM_READONLY, "Mutations total effect", "f", FIELD(mutchg), "total cumulative mutation change", }, |
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94 | { "gen_xoimpr", 0, PARAM_READONLY, "Crossovers total effect", "f", FIELD(xochg), "total cumulative crossover change", }, |
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95 | { "clrstats", 0, PARAM_DONTSAVE, "Clear stats and history", "p()", PROCEDURE(p_clearStats), "", }, |
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96 | { 0, }, |
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97 | }; |
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98 | |
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99 | #undef FIELDSTRUCT |
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100 | |
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101 | GenMan::GenMan() : localpar(GMparam_tab, this), localstats(GMstats_tab, this), |
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102 | seloperpar("GenOperators", "Genetics: Active operators"), |
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103 | neuronsparam("Genetics: Neurons to add", "neuronsAdd", "neuadd_"), |
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104 | par("GenMan", "Manages various genetic operations, using appropriate operators for the argument genotype format.") |
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105 | { |
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106 | history = 0; |
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107 | hilite = 1; |
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108 | clearStats(); |
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109 | |
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110 | #ifdef USE_GENMAN_f0 |
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111 | oper_fx_list.push_back(new Geno_f0); |
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112 | #endif |
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113 | #ifdef USE_GENMAN_f0FUZZY |
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114 | oper_fx_list.push_back(new Geno_f0Fuzzy); |
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115 | #endif |
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116 | #ifdef USE_GENMAN_f1 |
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117 | oper_fx_list.push_back(new Geno_f1); |
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118 | #endif |
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119 | #ifdef USE_GENMAN_f2 |
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120 | oper_fx_list.push_back(new Geno_f2); |
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121 | #endif |
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122 | #ifdef USE_GENMAN_f3 |
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123 | oper_fx_list.push_back(new Geno_f3); |
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124 | #endif |
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125 | #ifdef USE_GENMAN_f4 |
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126 | oper_fx_list.push_back(new Geno_f4); |
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127 | #endif |
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128 | #ifdef USE_GENMAN_f5 |
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129 | oper_fx_list.push_back(new Geno_f5); |
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130 | #endif |
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131 | #ifdef USE_GENMAN_f6 |
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132 | oper_fx_list.push_back(new Geno_f6); |
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133 | #endif |
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134 | #ifdef USE_GENMAN_f7 |
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135 | oper_fx_list.push_back(new Geno_f7); |
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136 | #endif |
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137 | #ifdef USE_GENMAN_f8 |
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138 | oper_fx_list.push_back(new Geno_f8); |
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139 | #endif |
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140 | #ifdef USE_GENMAN_f9 |
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141 | oper_fx_list.push_back(new GenoOper_f9); |
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142 | #endif |
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143 | #ifdef USE_GENMAN_fF |
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144 | oper_fx_list.push_back(new GenoOper_fF); |
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145 | #endif |
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146 | #ifdef USE_GENMAN_fT |
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147 | oper_fx_list.push_back(new GenoOper_fTest); |
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148 | #endif |
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149 | |
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150 | seloper = new int[oper_fx_list.size()]; //may result in a little overhead if some of the operators on the oper_fx_list concern the same genetic format |
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151 | int selopercount = 0; |
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152 | for (unsigned int i = 0; i < oper_fx_list.size(); i++) |
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153 | { |
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154 | if (operformats.find(oper_fx_list[i]->supported_format) != -1) continue; |
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155 | string type = string("~") + oper_fx_list[i]->name; |
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156 | int dup = 0; |
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157 | for (unsigned int j = i + 1; j < oper_fx_list.size(); j++) |
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158 | if (oper_fx_list[i]->supported_format == oper_fx_list[j]->supported_format) |
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159 | { |
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160 | type += "~"; |
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161 | type += oper_fx_list[j]->name; |
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162 | dup++; |
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163 | } |
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164 | type = ssprintf("d 0 %d ", dup) + type; |
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165 | string id = ssprintf("genoper_f%c", oper_fx_list[i]->supported_format); |
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166 | string name = ssprintf("Operators for f%c", oper_fx_list[i]->supported_format); |
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167 | seloper[selopercount] = 0; |
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168 | operformats += oper_fx_list[i]->supported_format; |
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169 | //printf("%x %s %s %s\n",&seloper[selopercount],(const char*)id,(const char*)type,(const char*)name); |
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170 | seloperpar.addProperty(&seloper[selopercount++], id.c_str(), type.c_str(), name.c_str(), "", PARAM_READONLY*(dup == 0)); |
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171 | } |
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172 | |
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173 | par += &localpar; |
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174 | par += &seloperpar; |
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175 | par += &neuronsparam; |
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176 | for (unsigned int i = 0; i < oper_fx_list.size(); i++) |
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177 | if (oper_fx_list[i]->par.getParamTab()) par += &oper_fx_list[i]->par; |
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178 | |
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179 | setDefaults(); //use Param to initialize all values of fields in the paramtab of this object and genetic operators on oper_fx_list |
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180 | } |
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181 | |
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182 | GenMan::~GenMan() |
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183 | { |
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184 | for (unsigned int i = 0; i < oper_fx_list.size(); i++) delete oper_fx_list[i]; |
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185 | delete[] seloper; |
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186 | } |
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187 | |
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188 | void GenMan::setDefaults() |
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189 | { |
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190 | for (unsigned int i = 0; i < oper_fx_list.size(); i++) |
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191 | { |
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192 | oper_fx_list[i]->par.setDefault(); |
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193 | oper_fx_list[i]->setDefaults(); |
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194 | } |
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195 | localpar.setDefault(); |
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196 | //...and we do not reset others that are linked to 'par', |
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197 | //because there quite a few of them, and not every of them defines defaults for each of its parameters. |
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198 | } |
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199 | |
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200 | int GenMan::testValidity(Geno &g, bool &canvalidate) |
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201 | { |
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202 | SString ggs=g.getGenes(); |
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203 | const char *gg = ggs.c_str(); |
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204 | GenoOperators *gf = getOper_f(g.getFormat()); |
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205 | int check1; |
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206 | if (!gf) { canvalidate = false; return GENOPER_NOOPER; } |
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207 | else check1 = gf->checkValidity(gg,g.getName().c_str()); |
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208 | if (!canvalidate) return check1; //just checking |
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209 | if (check1 == GENOPER_OK) { canvalidate = false; return check1; } |
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210 | char *g2 = strdup(gg); |
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211 | if (gf->validate(g2,g.getName().c_str()) == GENOPER_NOOPER) { free(g2); canvalidate = false; return check1; } |
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212 | if (check1 == GENOPER_NOOPER) //disaster: cannot check because there is no check operator |
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213 | { |
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214 | g.setGenesAssumingSameFormat(g2); free(g2); canvalidate = false; return GENOPER_NOOPER; |
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215 | } |
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216 | int check2 = gf->checkValidity(g2, "validated"); |
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217 | if (check2 == GENOPER_OK) g.setGenesAssumingSameFormat(g2); |
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218 | free(g2); |
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219 | if (check2 == GENOPER_OK) return check1; |
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220 | canvalidate = false; |
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221 | return check1; //could not validate. |
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222 | } |
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223 | |
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224 | int GenMan::testGenoValidity(Geno& g) |
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225 | { |
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226 | bool fix = false; |
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227 | switch (testValidity(g, fix)) |
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228 | { |
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229 | case GENOPER_OK: return 1; |
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230 | case GENOPER_NOOPER: return -1; |
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231 | default: return 0; |
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232 | } |
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233 | } |
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234 | |
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235 | Geno GenMan::validate(const Geno& geny) |
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236 | { |
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237 | char format = geny.getFormat(); |
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238 | GenoOperators *gf = getOper_f(format); |
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239 | if (gf == NULL) |
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240 | return Geno(SString::empty(), -1, SString::empty(), SString::sprintf("GENOPER_NOOPER: Validate(): don't know how to handle genetic format %c", format)); |
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241 | char *g2 = strdup(geny.getGenes().c_str()); //copy for validation |
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242 | int res = gf->validate(g2, geny.getName().c_str()); |
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243 | SString sg2 = g2; |
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244 | free(g2); |
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245 | if (res == GENOPER_OK) |
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246 | return Geno(sg2, format, geny.getName(), geny.getComment()); |
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247 | else |
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248 | return Geno(SString::empty(), -1, SString::empty(), SString::sprintf("GENOPER_NOOPER: validate() for format %c returned invalid value", format)); |
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249 | } |
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250 | |
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251 | Geno GenMan::mutate(const Geno& g) |
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252 | { |
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253 | float chg; //how many changes |
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254 | int method; //mutation method |
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255 | char format = g.getFormat(); |
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256 | GenoOperators *gf = getOper_f(format); |
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257 | if (gf == NULL) |
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258 | return Geno(SString::empty(), -1, SString::empty(), SString::sprintf("GENOPER_NOOPER: Mutate(): don't know how to handle genetic format %c", format)); |
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259 | Geno gv = g; |
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260 | bool canvalidate = true; |
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261 | if (testValidity(gv, canvalidate) > 0 && canvalidate == false) |
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262 | return Geno("", -1, "", "GENOPER_OPFAIL: Mutate(): cannot validate invalid source genotype"); |
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263 | bool ok = false; |
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264 | int pcount = count; |
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265 | while (!ok) |
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266 | { |
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267 | char *gn = strdup(gv.getGenes().c_str()); //copy for mutation |
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268 | chg = 0; |
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269 | if (gf->mutate(gn, chg, method) == GENOPER_OK) |
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270 | { |
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271 | LoggerToMemory eh(LoggerBase::Enable | LoggerToMemory::StoreFirstMessage); //mute testValidity() |
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272 | Geno G(gn, gv.getFormat(), "", ""); |
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273 | canvalidate = true; |
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274 | int res = testValidity(G, canvalidate); |
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275 | if (res == GENOPER_OK && canvalidate == false) { valid_m++; ok = true; } |
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276 | else |
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277 | if (res > 0 && canvalidate == false) invalid_m++; else |
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278 | { |
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279 | validated_m++; ok = true; |
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280 | } |
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281 | if (ok) gv = G; |
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282 | } |
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283 | else failed_m++; |
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284 | free(gn); |
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285 | count++; |
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286 | if (!ok && (count - pcount > 100)) |
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287 | { |
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288 | logPrintf("GenMan", "Mutate", 2, "Tried 100x and failed: %s", g.getGenes().c_str()); |
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289 | return Geno("", -1, "", "GENOPER_OPFAIL: Mutate() tried 100x and failed"); |
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290 | } |
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291 | } |
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292 | mutchg += chg; |
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293 | if (history) saveLink(g.getGenes().c_str(), "", gv.getGenes().c_str(), chg); |
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294 | SString mutinfo; |
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295 | if (extmutinfo == 0) mutinfo = SString::sprintf("%.2f%% mutation of '%s'", 100 * chg, g.getName().c_str()); else |
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296 | if (extmutinfo == 1) mutinfo = SString::sprintf("%.2f%% mutation(%d) of '%s'", 100 * chg, method, g.getName().c_str()); else |
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297 | mutinfo = SString::sprintf("%.2f%% mutation(%s) of '%s'", 100 * chg, gf->mutation_method_names ? gf->mutation_method_names[method] : "unspecified method name", g.getName().c_str()); |
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298 | gv.setComment(mutinfo); |
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299 | return gv; |
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300 | } |
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301 | |
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302 | Geno GenMan::crossOver(const Geno& g1, const Geno& g2) |
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303 | { |
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304 | char format = g1.getFormat(); |
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305 | if (format != g2.getFormat()) return Geno(SString::empty(), -1, SString::empty(), SString::sprintf("GENOPER_NOOPER: CrossOver(): does not work for parents with differing genetic formats (%c and %c)", format, g2.getFormat())); |
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306 | GenoOperators *gf = getOper_f(format); |
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307 | if (gf == NULL) |
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308 | return Geno(SString::empty(), -1, SString::empty(), SString::sprintf("GENOPER_NOOPER: CrossOver(): no operators found for genetic format %c", format)); |
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309 | Geno g1v = g1, g2v = g2; |
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310 | |
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311 | { |
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312 | LoggerToMemory eh(LoggerBase::Enable | LoggerToMemory::StoreFirstMessage); //mute testValidity() |
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313 | bool canvalidate = true; |
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314 | if (testValidity(g1v, canvalidate) > 0 && canvalidate == false) |
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315 | return Geno("", -1, "", "GENOPER_OPFAIL: CrossOver(): cannot validate invalid source genotype #1"); |
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316 | canvalidate = true; |
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317 | if (testValidity(g2v, canvalidate) > 0 && canvalidate == false) |
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318 | return Geno("", -1, "", "GENOPER_OPFAIL: CrossOver(): cannot validate invalid source genotype #2"); |
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319 | } |
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320 | |
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321 | float chg; |
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322 | bool ok = false; |
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323 | int pcount = count; |
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324 | |
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325 | while (!ok) |
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326 | { |
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327 | float chg1, chg2; |
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328 | char *g1n = strdup(g1.getGenes().c_str()); //copy for crossover |
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329 | char *g2n = strdup(g2.getGenes().c_str()); //copy for crossover |
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330 | chg1 = chg2 = 0; |
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331 | if (gf->crossOver(g1n, g2n, chg1, chg2) == GENOPER_OK) |
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332 | { |
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333 | char *gn; |
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334 | if (g1n[0] && g2n[0]) if (randomN(2) == 0) g1n[0] = 0; else g2n[0] = 0; //both provided? we want only one |
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335 | if (g1n[0]) { gn = g1n; chg = chg1; } |
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336 | else { gn = g2n; chg = chg2; } |
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337 | LoggerToMemory eh(LoggerBase::Enable | LoggerToMemory::StoreFirstMessage); //mute testValidity() |
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338 | Geno G(gn, g1v.getFormat(), "", ""); |
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339 | bool canvalidate = true; |
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340 | int res = testValidity(G, canvalidate); |
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341 | if (res == GENOPER_OK && canvalidate == false) { valid_xo++; ok = true; } |
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342 | else |
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343 | if (res > 0 && canvalidate == false) invalid_xo++; else |
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344 | { |
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345 | validated_xo++; ok = true; |
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346 | } |
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347 | if (ok) g1v = G; |
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348 | } |
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349 | else failed_xo++; |
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350 | free(g1n); |
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351 | free(g2n); |
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352 | count++; |
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353 | if (!ok && (count - pcount > 100)) |
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354 | { |
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355 | logPrintf("GenMan", "CrossOver", 2, "Tried 100x and failed: %s and %s", g1.getGenes().c_str(), g2.getGenes().c_str()); |
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356 | return Geno("", -1, "", "GENOPER_OPFAIL: CrossOver() tried 100x and failed"); |
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357 | } |
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358 | } |
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359 | // result in g1v |
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360 | xochg += chg; |
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361 | if (history) saveLink(g1.getGenes().c_str(), g2.getGenes().c_str(), g1v.getGenes().c_str(), chg); |
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362 | SString xoinfo = SString::sprintf("Crossing over of '%s' (%.2f%%) and '%s' (%.2f%%)", |
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363 | g1.getName().c_str(), 100 * chg, g2.getName().c_str(), 100 * (1 - chg)); |
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364 | g1v.setComment(xoinfo); |
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365 | return g1v; |
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366 | } |
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367 | |
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368 | float GenMan::similarity(const Geno& g1, const Geno& g2) |
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369 | { |
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370 | char format = g1.getFormat(); |
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371 | if (format != g2.getFormat()) return GENOPER_NOOPER; |
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372 | GenoOperators *gf = getOper_f(format); |
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373 | if (!gf) return GENOPER_NOOPER; else return gf->similarity(g1.getGenes().c_str(), g2.getGenes().c_str()); |
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374 | } |
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375 | |
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376 | uint32_t GenMan::getStyle(const char *g, const Geno *G, int pos) |
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377 | { |
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378 | char format = G->getFormat(); |
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379 | if (format == Geno::INVALID_FORMAT) |
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380 | return GENSTYLE_RGBS(64, 64, 64, 0); // gray & "valid" (unknown format so we don't know what is valid and what is not) |
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381 | if ((pos = G->mapStringToGen(pos)) == -1) return GENSTYLE_COMMENT; |
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382 | GenoOperators *gf = getOper_f(format); |
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383 | if (!gf) return GENSTYLE_CS(0, 0); //black & valid |
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384 | else return gf->style(G->getGenes().c_str(), pos); |
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385 | } |
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386 | |
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387 | uint32_t GenMan::getStyle(const char *g, int pos) |
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388 | { |
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389 | Geno G(g); |
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390 | return getStyle(g, &G, pos); |
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391 | } |
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392 | |
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393 | void GenMan::getFullStyle(const char *g, const Geno *G, uint32_t *styletab) |
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394 | { |
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395 | char format = G->getFormat(); |
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396 | if (format == Geno::INVALID_FORMAT) |
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397 | { |
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398 | for (unsigned int pos = 0; pos < strlen(g); pos++) |
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399 | styletab[pos] = GENSTYLE_RGBS(64, 64, 64, 0); // gray & "valid" (unknown format so we don't know what is valid and what is not) |
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400 | return; |
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401 | } |
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402 | GenoOperators *gf = getOper_f(format); |
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403 | SString geny=G->getGenes(); |
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404 | for (unsigned int pos = 0; pos < strlen(g); pos++) |
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405 | { |
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406 | int posmapped = G->mapStringToGen(pos); |
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407 | if (posmapped == -1) styletab[pos] = GENSTYLE_COMMENT; |
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408 | else if (!gf) styletab[pos] = GENSTYLE_CS(0, 0); //black & valid |
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409 | else styletab[pos] = gf->style(geny.c_str(), posmapped); |
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410 | //logPrintf("GenMan", "getFullStyle", 0, "%d char='%c' (%d) format=0x%08x", pos, g[pos], g[pos], styletab[pos]); |
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411 | } |
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412 | } |
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413 | |
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414 | void GenMan::getFullStyle(const char *g, uint32_t *styletab) |
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415 | { |
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416 | Geno G(g); |
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417 | getFullStyle(g, &G, styletab); |
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418 | } |
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419 | |
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420 | string GenMan::HTMLize(const char *g) { return HTMLize(g, false); } |
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421 | |
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422 | string GenMan::HTMLizeShort(const char *g) { return HTMLize(g, true); } |
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423 | |
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424 | string GenMan::HTMLize(const char *g, bool shorten) |
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425 | { |
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426 | char buf[50]; |
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427 | int len = strlen(g); |
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428 | int chars = 0, lines = 0; |
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429 | bool shortened = false; |
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430 | uint32_t *styletab = new uint32_t[len]; |
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431 | getFullStyle(g, styletab); |
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432 | string html = "\n<div style=\"background:white;padding:0.2em;font-family:arial,helvetica,sans-serif;font-size:90%\">"; |
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433 | uint32_t prevstyle, prevcolor, style = 0, color = 0; |
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434 | for (int i = 0; i<len; i++) |
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435 | { |
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436 | if (shorten && ((lines == 0 && chars>160) || (lines > 5 || chars > 300))) { shortened = true; break; } |
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437 | if (g[i] == '\r') continue; |
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438 | if (g[i] == '\n') { html += "<br>\n"; lines++; continue; } |
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439 | chars++; |
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440 | prevstyle = style; |
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441 | prevcolor = color; |
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442 | style = GENGETSTYLE(styletab[i]); |
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443 | color = GENGETCOLOR(styletab[i]); |
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444 | if ((i != 0 && (color != prevcolor))) html += "</font>"; |
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445 | if ((style&GENSTYLE_INVALID) != (prevstyle&GENSTYLE_INVALID)) |
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446 | { |
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447 | html += "<"; if (!(style&GENSTYLE_INVALID)) html += "/"; html += "u>"; |
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448 | } |
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449 | if ((style&GENSTYLE_BOLD) != (prevstyle&GENSTYLE_BOLD)) |
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450 | { |
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451 | html += "<"; if (!(style&GENSTYLE_BOLD)) html += "/"; html += "b>"; |
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452 | } |
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453 | if ((style&GENSTYLE_ITALIC) != (prevstyle&GENSTYLE_ITALIC)) |
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454 | { |
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455 | html += "<"; if (!(style&GENSTYLE_ITALIC)) html += "/"; html += "i>"; |
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456 | } |
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457 | if ((i == 0 || (color != prevcolor))) |
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458 | { |
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459 | sprintf(buf, "<font color=#%02x%02x%02x>", GENGET_R(color), GENGET_G(color), GENGET_B(color)); html += buf; |
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460 | } |
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461 | if (g[i] == '<') html += "<"; else if (g[i] == '>') html += ">"; else html += g[i]; |
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462 | if ((i % 3) == 0 && g[i] == ' ') html += "\n"; //for readability, insert some newlines into html... |
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463 | } |
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464 | delete[] styletab; |
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465 | html += "</u></b></i></font>"; |
---|
466 | if (shortened) html += " [etc...]"; |
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467 | html += "</div>\n"; |
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468 | return html; |
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469 | } |
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470 | |
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471 | void GenMan::p_htmlize(ExtValue *args, ExtValue *ret) |
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472 | { |
---|
473 | ret->setString(HTMLize(args->getString().c_str()).c_str()); |
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474 | } |
---|
475 | |
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476 | void GenMan::p_htmlizeshort(ExtValue *args, ExtValue *ret) |
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477 | { |
---|
478 | ret->setString(HTMLizeShort(args->getString().c_str()).c_str()); |
---|
479 | } |
---|
480 | |
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481 | Geno GenMan::getSimplest(char format) |
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482 | { |
---|
483 | GenoOperators *gf = getOper_f(format); |
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484 | if (!gf) return Geno(); |
---|
485 | string info = "The simplest genotype of format f"; info += format; |
---|
486 | info += " for operators '"; info += gf->name; info += "'."; |
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487 | return Geno(gf->getSimplest(), format, "Root", info.c_str()); |
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488 | } |
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489 | |
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490 | void GenMan::p_getsimplest(ExtValue *args, ExtValue *ret) |
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491 | { |
---|
492 | int format = GenoObj::formatFromExtValue(args[0]); |
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493 | if (!getOper_f(format)) |
---|
494 | ret->setEmpty(); |
---|
495 | else |
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496 | *ret = GenoObj::makeDynamicObjectAndDecRef(new Geno(getSimplest(format))); |
---|
497 | } |
---|
498 | |
---|
499 | const char *GenMan::getOpName(char format) |
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500 | { |
---|
501 | GenoOperators *gf = getOper_f(format); |
---|
502 | if (!gf) return "n/a"; else return gf->name.c_str(); |
---|
503 | } |
---|
504 | |
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505 | GenoOperators* GenMan::getOper_f(char format) |
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506 | { |
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507 | int ind = operformats.find(format); |
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508 | if (ind == -1) return NULL; |
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509 | int which_oper_of_format = seloper[ind]; |
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510 | for (unsigned int i = 0; i < oper_fx_list.size(); i++) |
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511 | if (oper_fx_list[i]->supported_format == format) |
---|
512 | if (which_oper_of_format == 0) return oper_fx_list[i]; else which_oper_of_format--; |
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513 | return NULL; //should never happen |
---|
514 | } |
---|
515 | |
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516 | void GenMan::saveLink(const string parent1, const string parent2, const string child, const float chg) |
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517 | { |
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518 | GenoLink l; |
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519 | l.count = count; |
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520 | l.parent1 = parent1; |
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521 | l.parent2 = parent2; |
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522 | l.child = child; |
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523 | l.chg = chg; |
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524 | l.fit = 0; //temporarily. Will be set when the genotype dies |
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525 | //logPrintf("GenMan","saveLink",0,"#%d: [%d] '%s' + '%s' -> '%s'",GenoLinkList.size(),count,parent1.c_str(),parent2.c_str(),child.c_str()); |
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526 | GenoLinkList.push_back(l); |
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527 | } |
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528 | |
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529 | void GenMan::onDelGen(void *obj, intptr_t n) |
---|
530 | { |
---|
531 | //old code needs update: |
---|
532 | // ((SpeciesList*)obj)->przyDodaniu(i); |
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533 | /* !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! |
---|
534 | GenMan *gm=(GenMan*)obj; |
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535 | Genotype *gt=(Genotype*)(*listaGen)(n); //there is no more "listaGen" |
---|
536 | string g=(const char*)gt->genotype.getGene(); |
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537 | float fit=gt->getFinalFitness(); |
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538 | for(int i=0;i<gm->GenoLinkList.size();i++) //find genotype |
---|
539 | if (gm->GenoLinkList[i].g1==g) {gm->GenoLinkList[i].fit=fit; break;} |
---|
540 | */ |
---|
541 | } |
---|
542 | |
---|
543 | void GenMan::clearStats() |
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544 | { |
---|
545 | count = 0; |
---|
546 | valid_m = valid_xo = validated_m = validated_xo = invalid_m = invalid_xo = failed_m = failed_xo = 0; |
---|
547 | mutchg = xochg = 0; |
---|
548 | GenoLinkList.clear(); |
---|
549 | } |
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550 | |
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551 | void GenMan::p_clearStats(ExtValue *args, ExtValue *ret) { clearStats(); } |
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552 | |
---|
553 | void GenMan::p_report(ExtValue *args, ExtValue *ret) |
---|
554 | { //should be updated to handle multiple operators for a single format |
---|
555 | char *g, *g2; |
---|
556 | float f1, f2; |
---|
557 | int m; |
---|
558 | logMessage("GenMan", "Report", 0, "The following genetic operators are available:"); |
---|
559 | for (unsigned int i = 0; i < oper_fx_list.size(); i++) |
---|
560 | { |
---|
561 | string l; |
---|
562 | if (oper_fx_list[i]->checkValidity("","") != GENOPER_NOOPER) l += " checkValidity"; |
---|
563 | if (oper_fx_list[i]->getSimplest()) |
---|
564 | { |
---|
565 | g = strdup(oper_fx_list[i]->getSimplest()); |
---|
566 | g2 = strdup(g); |
---|
567 | if (oper_fx_list[i]->validate(g,"") != GENOPER_NOOPER) l += " validate"; |
---|
568 | if (oper_fx_list[i]->mutate(g, f1, m) != GENOPER_NOOPER) l += " mutate"; |
---|
569 | if (oper_fx_list[i]->crossOver(g, g2, f1, f2) != GENOPER_NOOPER) l += " crossover"; |
---|
570 | l += " getSimplest"; |
---|
571 | free(g); free(g2); |
---|
572 | } |
---|
573 | // if (oper_fx_list[i]->similarity("","")!=GENOPER_NOOPER) l+=" similarity"; |
---|
574 | logPrintf("GenMan", "Report", 0, "format f%c (%s):%s", |
---|
575 | oper_fx_list[i]->supported_format, oper_fx_list[i]->name.c_str(), l.c_str()); |
---|
576 | } |
---|
577 | } |
---|
578 | |
---|
579 | void GenMan::p_validate(ExtValue *args, ExtValue *ret) |
---|
580 | { |
---|
581 | Geno *g = GenoObj::fromObject(args[0]); |
---|
582 | if (g == NULL) |
---|
583 | ret->setEmpty(); |
---|
584 | else |
---|
585 | *ret = GenoObj::makeDynamicObjectAndDecRef(new Geno(validate(*g))); |
---|
586 | } |
---|
587 | |
---|
588 | void GenMan::p_mutate(ExtValue *args, ExtValue *ret) |
---|
589 | { |
---|
590 | Geno *g = GenoObj::fromObject(args[0]); |
---|
591 | if (g == NULL) |
---|
592 | ret->setEmpty(); |
---|
593 | else |
---|
594 | *ret = GenoObj::makeDynamicObjectAndDecRef(new Geno(mutate(*g))); |
---|
595 | } |
---|
596 | |
---|
597 | void GenMan::p_crossover(ExtValue *args, ExtValue *ret) |
---|
598 | { |
---|
599 | Geno *g1 = GenoObj::fromObject(args[1]); |
---|
600 | Geno *g2 = GenoObj::fromObject(args[0]); |
---|
601 | if (g1 == NULL || g2 == NULL) |
---|
602 | ret->setEmpty(); |
---|
603 | else |
---|
604 | *ret = GenoObj::makeDynamicObjectAndDecRef(new Geno(crossOver(*g1, *g2))); |
---|
605 | } |
---|
606 | |
---|