| 1 | /* -*- mode: C++ -*- */ |
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| 2 | ////////////////////////////////////////////////////////////////////////////// |
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| 3 | // FILE : graphtools.tol |
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| 4 | // PURPOSE: Defines NameBlock GraphTools |
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| 5 | ////////////////////////////////////////////////////////////////////////////// |
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| 6 | |
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| 7 | ////////////////////////////////////////////////////////////////////////////// |
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| 8 | NameBlock GraphTools = |
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| 9 | ////////////////////////////////////////////////////////////////////////////// |
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| 10 | [[ |
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| 11 | |
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| 12 | Text _.autodoc.description = "Functions and classes related with " |
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| 13 | "Graph Theory."; |
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| 14 | |
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| 15 | Text _.autodoc.keywords = "Graph Theory,vertex,edge,adjacent"; |
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| 16 | |
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| 17 | ////////////////////////////////////////////////////////////////////////////// |
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| 18 | Text _.autodoc.member.Append.Indexed = "Adds and index a new element to a " |
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| 19 | "set and returns 0 if itŽs all right. If an element with given name exists " |
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| 20 | "already then returns its index, else returns 0"; |
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| 21 | Real Append.Indexed(Set set, Anything newElement, Text name) |
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| 22 | ////////////////////////////////////////////////////////////////////////////// |
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| 23 | { |
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| 24 | Real idx = FindIndexByName(set, name ); |
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| 25 | If(idx != 0, |
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| 26 | { |
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| 27 | WriteLn("[GraphTools::Append.Indexed] Cannot add an existant element "+ |
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| 28 | Name(set)+"["<<idx+"] with name "+ name,"E"); |
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| 29 | 0 |
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| 30 | }, |
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| 31 | { |
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| 32 | Set aux = [[ Copy(newElement) ]]; |
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| 33 | Anything PutName(name, aux[1]); |
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| 34 | Set Append(set, aux, True); |
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| 35 | idx |
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| 36 | }) |
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| 37 | }; |
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| 38 | |
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| 39 | ////////////////////////////////////////////////////////////////////////////// |
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| 40 | Class @Feature.Abstract |
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| 41 | ////////////////////////////////////////////////////////////////////////////// |
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| 42 | { |
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| 43 | Static Text _.autodoc.description = "Class for handling with abstract " |
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| 44 | "features of arbitrary entities, numerical or not, that will be stored in " |
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| 45 | "an external matrix with a row for each entity."; |
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| 46 | //The name of the feature |
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| 47 | Text _.name; |
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| 48 | //The number of the feature in the full set of features |
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| 49 | Real _.position; |
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| 50 | |
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| 51 | //////////////////////////////////////////////////////////////////////////// |
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| 52 | Static Text _.autodoc.member.get = "Returns the stored value corresponding " |
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| 53 | "to this feature related to an individual entity."; |
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| 54 | Anything get(Matrix store, Real entity) |
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| 55 | //////////////////////////////////////////////////////////////////////////// |
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| 56 | }; |
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| 57 | |
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| 58 | ////////////////////////////////////////////////////////////////////////////// |
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| 59 | Class @Feature.Numeric : @Feature.Abstract |
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| 60 | ////////////////////////////////////////////////////////////////////////////// |
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| 61 | { |
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| 62 | Static Text _.autodoc.description = "Class for handling with numerical " |
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| 63 | "numerical features of arbitrary entities that will be stored in an " |
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| 64 | "external matrix with a row for each entity."; |
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| 65 | |
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| 66 | //////////////////////////////////////////////////////////////////////////// |
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| 67 | Static Text _.autodoc.member.New = "Creates a new instance of " |
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| 68 | "Class @Feature.Numeric"; |
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| 69 | Static @Feature.Numeric New(Text name, Real position) |
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| 70 | //////////////////////////////////////////////////////////////////////////// |
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| 71 | { |
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| 72 | @Feature.Numeric aux = |
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| 73 | [[ |
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| 74 | Text _.name = name; |
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| 75 | Real _.position = position |
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| 76 | ]] |
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| 77 | }; |
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| 78 | |
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| 79 | //////////////////////////////////////////////////////////////////////////// |
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| 80 | Anything get(Matrix store, Real entity) |
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| 81 | //////////////////////////////////////////////////////////////////////////// |
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| 82 | { |
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| 83 | MatDat(store, entity, _.position) |
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| 84 | } |
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| 85 | }; |
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| 86 | |
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| 87 | ////////////////////////////////////////////////////////////////////////////// |
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| 88 | Class @Feature.NonNumeric : @Feature.Abstract |
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| 89 | ////////////////////////////////////////////////////////////////////////////// |
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| 90 | { |
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| 91 | Static Text _.autodoc.description = "Class for handling with numerical " |
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| 92 | "numerical features of arbitrary entities that will be stored in an " |
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| 93 | "external matrix with a row for each entity. Here the stored value is the " |
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| 94 | "index of the feature stored in an arbitrary domain."; |
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| 95 | |
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| 96 | //The set of valid values for this feature indexed by name |
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| 97 | Set _.domain; |
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| 98 | |
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| 99 | //////////////////////////////////////////////////////////////////////////// |
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| 100 | Static Text _.autodoc.member.New = "Creates a new instance of " |
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| 101 | "Class @Feature.NonNumeric"; |
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| 102 | Static @Feature.NonNumeric New(Text name, Real position, Set domain) |
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| 103 | //////////////////////////////////////////////////////////////////////////// |
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| 104 | { |
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| 105 | @Feature.NonNumeric aux = |
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| 106 | [[ |
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| 107 | Text _.name = name; |
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| 108 | Real _.position = position; |
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| 109 | Set _.domain = domain |
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| 110 | ]]; |
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| 111 | Real SetIndexByName(aux::_.domain); |
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| 112 | aux |
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| 113 | }; |
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| 114 | |
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| 115 | //////////////////////////////////////////////////////////////////////////// |
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| 116 | Anything get(Matrix store, Real entity) |
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| 117 | //////////////////////////////////////////////////////////////////////////// |
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| 118 | { |
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| 119 | Real idx = MatDat(store, entity, _.position); |
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| 120 | _.domain[idx] |
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| 121 | } |
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| 122 | |
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| 123 | }; |
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| 124 | |
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| 125 | ////////////////////////////////////////////////////////////////////////////// |
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| 126 | Class @FeatureSet |
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| 127 | ////////////////////////////////////////////////////////////////////////////// |
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| 128 | { |
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| 129 | //Stores and index by name a set of instances od @Feature.Abstract |
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| 130 | Set _.feature = Copy(Empty); |
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| 131 | //In each row of this matrix are stored the values or indexes of features |
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| 132 | //related to an individual entity |
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| 133 | Matrix _.data = Rand(0,0,0,0); |
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| 134 | |
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| 135 | //////////////////////////////////////////////////////////////////////////// |
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| 136 | Static Text _.autodoc.member.New = "Creates a new instance of " |
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| 137 | "Class @FeatureSet"; |
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| 138 | Static @FeatureSet New(Real void) |
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| 139 | //////////////////////////////////////////////////////////////////////////// |
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| 140 | { |
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| 141 | @FeatureSet aux |
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| 142 | }; |
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| 143 | |
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| 144 | //////////////////////////////////////////////////////////////////////////// |
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| 145 | Static Text _.autodoc.member.add.feature.numeric = |
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| 146 | "Adds a new numerical feature"; |
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| 147 | Real add.feature.numeric(Text name) |
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| 148 | //////////////////////////////////////////////////////////////////////////// |
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| 149 | { |
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| 150 | GraphTools::Append.Indexed( |
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| 151 | _.feature, |
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| 152 | @Feature.Numeric::New(name, Card(_.feature)+1), |
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| 153 | name) |
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| 154 | }; |
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| 155 | |
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| 156 | //////////////////////////////////////////////////////////////////////////// |
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| 157 | Static Text _.autodoc.member.add.feature.nonnumeric= |
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| 158 | "Adds a new non numerical feature"; |
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| 159 | Real add.feature.nonnumeric(Text name, Set domain) |
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| 160 | //////////////////////////////////////////////////////////////////////////// |
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| 161 | { |
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| 162 | GraphTools::Append.Indexed( |
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| 163 | _.feature, |
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| 164 | @Feature.NonNumeric::New(name, Card(_.feature)+1, domain), |
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| 165 | name) |
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| 166 | }; |
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| 167 | |
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| 168 | //////////////////////////////////////////////////////////////////////////// |
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| 169 | Text _.autodoc.member.feature.index = "Returns the index of a feature or 0 " |
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| 170 | "if it not exists"; |
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| 171 | Real feature.index(Text name) |
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| 172 | //////////////////////////////////////////////////////////////////////////// |
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| 173 | { |
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| 174 | FindIndexByName(_.feature, name ) |
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| 175 | }; |
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| 176 | |
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| 177 | //////////////////////////////////////////////////////////////////////////// |
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| 178 | Text _.autodoc.member.get = "Returns the value of a feature for an entity"; |
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| 179 | Anything get(Real entity, |
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| 180 | Anything feature) //Real position or Text name |
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| 181 | //////////////////////////////////////////////////////////////////////////// |
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| 182 | { |
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| 183 | @Feature.Abstract f = _.feature[feature]; |
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| 184 | f::get(_.data, entity) |
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| 185 | }; |
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| 186 | |
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| 187 | //////////////////////////////////////////////////////////////////////////// |
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| 188 | Text _.autodoc.member.get.all = "Returns a set with the values of all " |
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| 189 | "features for an entity"; |
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| 190 | Set get.all(Real entity) |
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| 191 | //////////////////////////////////////////////////////////////////////////// |
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| 192 | { |
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| 193 | EvalSet(_.feature, Anything get.all.cycle(@FeatureSet f) |
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| 194 | { |
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| 195 | f::get(_.data, entity) |
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| 196 | }) |
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| 197 | } |
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| 198 | |
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| 199 | }; |
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| 200 | |
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| 201 | |
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| 202 | ////////////////////////////////////////////////////////////////////////////// |
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| 203 | Class @Graph |
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| 204 | ////////////////////////////////////////////////////////////////////////////// |
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| 205 | { |
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| 206 | Text _.autodoc.description = "Class for handling with generic indexed by " |
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| 207 | "name graphs in TOL. In abstract, a graph is a pair of sets \n" |
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| 208 | " V : a finite set of vertices \n" |
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| 209 | " E : a finite set of edges relating an input vertex with an output \n" |
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| 210 | "Each vertex has a set of features related with the system\n" |
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| 211 | "Each edge also has its own set of features.\n"; |
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| 212 | |
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| 213 | //The identifier of the graph |
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| 214 | Text _.name; |
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| 215 | //Indicates if the graph is directed or symmetric |
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| 216 | Real _.directed; |
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| 217 | //Features of vertices. First feature must be the identifier of vertices |
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| 218 | @FeatureSet _.vertex = @FeatureSet::New(?); |
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| 219 | //Number of vertices |
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| 220 | Real _.vertex.num = 0; |
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| 221 | //Features of edges. First two features must be input and output vertex |
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| 222 | @FeatureSet _.edge = @FeatureSet::New(?); |
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| 223 | //Number of edges |
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| 224 | Real _.edge.num = 0; |
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| 225 | //Sparse matrix storing index of edge for each cell (out,in) |
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| 226 | VMatrix _.edge.map = Rand(0,0,0,0); |
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| 227 | VMatrix _.edge.adjacency = Rand(0,0,0,0); |
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| 228 | VMatrix _.edge.repeated = Rand(0,0,0,0); |
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| 229 | Real _.edge.check.repeated = ?; |
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| 230 | Real _.edge.check.repaired = ?; |
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| 231 | //////////////////////////////////////////////////////////////////////////// |
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| 232 | Static Text _.autodoc.member.New = "Creates a new instance of " |
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| 233 | "Class @Graph"; |
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| 234 | Static @Graph New(Text name, Real directed) |
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| 235 | //////////////////////////////////////////////////////////////////////////// |
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| 236 | { |
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| 237 | @Graph aux = |
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| 238 | [[ |
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| 239 | Text _.name = name; |
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| 240 | Real _.directed = directed |
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| 241 | ]] |
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| 242 | }; |
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| 243 | |
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| 244 | //////////////////////////////////////////////////////////////////////////// |
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| 245 | Real initialize(Set vertex.names) |
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| 246 | //////////////////////////////////////////////////////////////////////////// |
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| 247 | { |
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| 248 | Real _.vertex.num := Card(vertex.names); |
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| 249 | Set For(1,_.vertex.num, Real(Real k) |
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| 250 | { |
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| 251 | Text PutName(vertex.names[k], vertex.names[k]); |
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| 252 | k |
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| 253 | }); |
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| 254 | Real _.vertex::add.feature.nonnumeric("Identifier", vertex.names); |
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| 255 | Matrix _.vertex::_.data := DifEq(1/(1-B),Rand(_.vertex.num,1,1,1)); |
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| 256 | Real _.edge::add.feature.numeric("Output"); |
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| 257 | Real _.edge::add.feature.numeric("Input"); |
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| 258 | True |
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| 259 | }; |
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| 260 | |
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| 261 | //////////////////////////////////////////////////////////////////////////// |
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| 262 | Text _.autodoc.member.edge.build = ""; |
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| 263 | Real edge.build(Matrix data, Real removeRepeatedEdges) |
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| 264 | //////////////////////////////////////////////////////////////////////////// |
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| 265 | { |
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| 266 | Real _.edge.num := Rows(data); |
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| 267 | Matrix out_ = SubCol(data,[[1]]); |
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| 268 | Matrix in_ = SubCol(data,[[2]]); |
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| 269 | Matrix out = If(_.directed, out_, Min(in_, out_)); |
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| 270 | Matrix in = If(_.directed, in_, Max(in_, out_)); |
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| 271 | Matrix _.edge::_.data := out | in | SubCol(data,Range(3,Columns(data),1)); |
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| 272 | Matrix idx = DifEq(1/(1-B),Rand(_.edge.num,1,1,1)); |
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| 273 | Matrix idx.rep = Rand(_.edge.num,1,1,1); |
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| 274 | Matrix outInRep = out|in|idx.rep; |
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| 275 | VMatrix triplet.rep = Triplet(outInRep,_.vertex.num,_.vertex.num); |
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| 276 | VMatrix _.edge.repeated := Convert(triplet.rep,"Cholmod.R.Sparse"); |
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| 277 | VMatrix _.edge.adjacency := Or(_.edge.repeated, Zeros(_.vertex.num)); |
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| 278 | VMatrix _.edge.repeated := _.edge.repeated - _.edge.adjacency; |
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| 279 | Real _.edge.check.repeated := VMatSum(_.edge.repeated); |
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| 280 | Code funTriplet = Case( |
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| 281 | !_.edge.check.repeated, |
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| 282 | { |
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| 283 | Real _.edge.check.repaired := 0; |
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| 284 | Triplet |
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| 285 | }, |
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| 286 | removeRepeatedEdges, |
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| 287 | { |
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| 288 | WriteLn("[GraphTools::@Graph "+_.name+"::edge.build()] "+ |
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| 289 | "There was "<<_.edge.check.repeated+ |
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| 290 | " repeated edges that has been removed","W"); |
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| 291 | Real _.edge.check.repaired := _.edge.check.repeated; |
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| 292 | TripletUnique |
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| 293 | }, |
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| 294 | 1==1, |
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| 295 | { |
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| 296 | WriteLn("[GraphTools::@Graph "+_.name+"::edge.build()] "+ |
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| 297 | "There are "<<_.edge.check.repeated+" repeated edges " |
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| 298 | "but they don't will be deleted","W"); |
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| 299 | Real _.edge.check.repaired := 0; |
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| 300 | Triplet |
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| 301 | }); |
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| 302 | VMatrix triplet.map = funTriplet(out|in|idx,_.vertex.num,_.vertex.num); |
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| 303 | VMatrix _.edge.map := Convert(triplet.map,"Cholmod.R.Sparse"); |
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| 304 | True |
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| 305 | }; |
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| 306 | |
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| 307 | //////////////////////////////////////////////////////////////////////////// |
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| 308 | Text _.autodoc.member.get.vertex.names = "Returns the names of all " |
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| 309 | "vertices"; |
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| 310 | Set get.vertex.names(Real void) |
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| 311 | //////////////////////////////////////////////////////////////////////////// |
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| 312 | { |
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| 313 | ((_.vertex::_.feature)[1])::_.domain |
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| 314 | }; |
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| 315 | |
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| 316 | //////////////////////////////////////////////////////////////////////////// |
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| 317 | Text _.autodoc.member.get.vertex.name = "Returns the name of one " |
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| 318 | "vertex"; |
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| 319 | Text get.vertex.name(Real idx) |
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| 320 | //////////////////////////////////////////////////////////////////////////// |
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| 321 | { |
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| 322 | (((_.vertex::_.feature)[1])::_.domain)[idx] |
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| 323 | }; |
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| 324 | |
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| 325 | //////////////////////////////////////////////////////////////////////////// |
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| 326 | Text _.autodoc.member.get.vertex.index = "Returns the index of a vertex or 0 " |
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| 327 | "if it not exists"; |
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| 328 | Real get.vertex.index(Text name) |
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| 329 | //////////////////////////////////////////////////////////////////////////// |
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| 330 | { |
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| 331 | FindIndexByName(((_.vertex::_.feature)[1])::_.domain, name ) |
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| 332 | }; |
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| 333 | |
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| 334 | //////////////////////////////////////////////////////////////////////////// |
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| 335 | Text _.autodoc.member.get.vertex.feature.index = "Returns the index of an " |
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| 336 | "vertex feature or 0 if it not exists"; |
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| 337 | Real get.vertex.feature.index(Text name) |
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| 338 | //////////////////////////////////////////////////////////////////////////// |
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| 339 | { |
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| 340 | FindIndexByName(_.vertex::_.feature, name ) |
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| 341 | }; |
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| 342 | |
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| 343 | //////////////////////////////////////////////////////////////////////////// |
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| 344 | Text _.autodoc.member.get.vertex.features = "Returns all the features for " |
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| 345 | "an vertex"; |
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| 346 | Set get.vertex.features(Real vertex.idx) |
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| 347 | //////////////////////////////////////////////////////////////////////////// |
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| 348 | { |
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| 349 | _.vertex::get.all(vertex.idx) |
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| 350 | }; |
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| 351 | |
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| 352 | //////////////////////////////////////////////////////////////////////////// |
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| 353 | Text _.autodoc.member.get.vertex.feature = "Returns specified feature for " |
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| 354 | "an vertex. Feature identifier can be the name (Text) or the position " |
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| 355 | "(Real)"; |
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| 356 | Anything get.vertex.feature( |
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| 357 | Real vertex.idx, |
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| 358 | Anything feature.id) //Text name or Real num |
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| 359 | //////////////////////////////////////////////////////////////////////////// |
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| 360 | { |
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| 361 | _.edge::get(vertex.idx, feature.id) |
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| 362 | }; |
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| 363 | |
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| 364 | //////////////////////////////////////////////////////////////////////////// |
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| 365 | Text _.autodoc.member.get.edge.index = "Returns the index of an edge or 0 " |
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| 366 | "if it not exists"; |
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| 367 | Real get.edge.index(Real out_, Real in_) |
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| 368 | //////////////////////////////////////////////////////////////////////////// |
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| 369 | { |
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| 370 | Real out = If(_.directed, out_, Min(in_, out_)); |
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| 371 | Real in = If(_.directed, in_, Max(in_, out_)); |
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| 372 | Real edge.idx = VMatDat(_.edge.map, out, in); |
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| 373 | edge.idx |
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| 374 | }; |
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| 375 | |
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| 376 | //////////////////////////////////////////////////////////////////////////// |
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| 377 | Text _.autodoc.member.edge.exists = "Returns true if exists the edge from " |
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| 378 | "out_ to in_"; |
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| 379 | Real edge.exists(Real out_, Real in_) |
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| 380 | //////////////////////////////////////////////////////////////////////////// |
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| 381 | { |
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| 382 | get.edge.index(out_, in_)!=0 |
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| 383 | }; |
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| 384 | |
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| 385 | //////////////////////////////////////////////////////////////////////////// |
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| 386 | Text _.autodoc.member.get.edge.feature.index = "Returns the index of an " |
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| 387 | "edge feature or 0 if it not exists"; |
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| 388 | Real get.edge.feature.index(Text name) |
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| 389 | //////////////////////////////////////////////////////////////////////////// |
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| 390 | { |
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| 391 | FindIndexByName(_.edge::_.feature, name ) |
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| 392 | }; |
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| 393 | |
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| 394 | //////////////////////////////////////////////////////////////////////////// |
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| 395 | Text _.autodoc.member.get.edge.features = "Returns all the features for " |
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| 396 | "an edge"; |
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| 397 | Set get.edge.features(Real edge.idx) |
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| 398 | //////////////////////////////////////////////////////////////////////////// |
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| 399 | { |
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| 400 | _.edge::get.all(edge.idx) |
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| 401 | }; |
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| 402 | |
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| 403 | //////////////////////////////////////////////////////////////////////////// |
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| 404 | Text _.autodoc.member.get.edge.feature = "Returns specified feature for " |
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| 405 | "an edge. Feature identifier can be the name (Text) or the position (Real"; |
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| 406 | Anything get.edge.feature( |
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| 407 | Real edge.idx, |
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| 408 | Anything feature.id) //Text name or Real num |
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| 409 | //////////////////////////////////////////////////////////////////////////// |
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| 410 | { |
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| 411 | _.edge::get(edge.idx, feature.id) |
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| 412 | } |
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| 413 | |
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| 414 | /* |
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| 415 | PENDIENTE! : Funciones de adyacencia o vecindad de vértices |
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| 416 | |
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| 417 | http://www.absoluteastronomy.com/topics/Adjacency_matrix |
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| 418 | |
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| 419 | //////////////////////////////////////////////////////////////////////////// |
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| 420 | Crea las matrices de adyancencia hasta un orden pedido por el usuario y las |
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| 421 | guarda en un set. Sólo crea las que no existan aún. Sólo devuelve la del |
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| 422 | orden solicitado. |
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| 423 | Matrix get.adyacency(Real order) |
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| 424 | //////////////////////////////////////////////////////////////////////////// |
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| 425 | |
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| 426 | //////////////////////////////////////////////////////////////////////////// |
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| 427 | Devuelve los vértices adyacentes de salida de orden dado para el vértice |
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| 428 | especificado. V -> ... (n-1) ... -> U |
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| 429 | Set get.adyacency.output(Real V, Real order) |
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| 430 | //////////////////////////////////////////////////////////////////////////// |
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| 431 | |
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| 432 | //////////////////////////////////////////////////////////////////////////// |
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| 433 | Devuelve los vértices adyacentes U de entrada de orden dado para el vértice |
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| 434 | especificado. U -> ... (n-1) ... -> V |
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| 435 | Set get.adyacency.input(Real V, Real order) |
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| 436 | //////////////////////////////////////////////////////////////////////////// |
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| 437 | |
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| 438 | */ |
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| 439 | |
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| 440 | } |
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| 441 | |
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| 442 | ]]; |
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