|
| 1 | +package controllers |
| 2 | + |
| 3 | +import ( |
| 4 | + "errors" |
| 5 | + "github.com/Darklabel91/API_Names/database" |
| 6 | + "github.com/Darklabel91/API_Names/models" |
| 7 | + "github.com/Darklabel91/metaphone-br" |
| 8 | + "github.com/gin-gonic/gin" |
| 9 | + "net/http" |
| 10 | + "sort" |
| 11 | + "strings" |
| 12 | +) |
| 13 | + |
| 14 | +const levenshtein = 0.8 |
| 15 | + |
| 16 | +//GetSimilarNames search for all similar names by metaphone and Levenshtein method |
| 17 | +func GetSimilarNames(c *gin.Context) { |
| 18 | + var metaphoneNames []models.NameType |
| 19 | + |
| 20 | + //name to be searched |
| 21 | + name := c.Params.ByName("name") |
| 22 | + nameMetaphone := metaphone.Pack(name) |
| 23 | + |
| 24 | + //Check the cache |
| 25 | + var preloadTable []models.NameType |
| 26 | + cache, existKey := c.Get("nameTypes") |
| 27 | + if existKey { |
| 28 | + preloadTable = cache.([]models.NameType) |
| 29 | + } else { |
| 30 | + if err := database.DB.Find(&preloadTable).Error; err != nil { |
| 31 | + c.JSON(http.StatusInternalServerError, gin.H{"error": "failed to preload nameTypes"}) |
| 32 | + return |
| 33 | + } |
| 34 | + } |
| 35 | + |
| 36 | + //search perfect match |
| 37 | + nameCache, existName := searchCacheName(name, preloadTable) |
| 38 | + if existName { |
| 39 | + r := models.MetaphoneR{ |
| 40 | + ID: nameCache.ID, |
| 41 | + Name: nameCache.Name, |
| 42 | + Classification: nameCache.Classification, |
| 43 | + Metaphone: nameCache.Metaphone, |
| 44 | + NameVariations: []string{nameCache.NameVariations}, |
| 45 | + } |
| 46 | + c.JSON(200, r) |
| 47 | + return |
| 48 | + } else { |
| 49 | + //search perfect match on database |
| 50 | + database.DB.Raw("select * from name_types where name = ?", strings.ToUpper(name)).Find(&nameCache) |
| 51 | + if len(metaphoneNames) == 1 { |
| 52 | + r := models.MetaphoneR{ |
| 53 | + ID: metaphoneNames[0].ID, |
| 54 | + Name: metaphoneNames[0].Name, |
| 55 | + Classification: metaphoneNames[0].Classification, |
| 56 | + Metaphone: metaphoneNames[0].Metaphone, |
| 57 | + NameVariations: []string{metaphoneNames[0].NameVariations}, |
| 58 | + } |
| 59 | + c.JSON(200, r) |
| 60 | + return |
| 61 | + } |
| 62 | + } |
| 63 | + |
| 64 | + //search metaphone |
| 65 | + metaphoneNames, existMetaphone := searchCacheMetaphone(nameMetaphone, preloadTable) |
| 66 | + if !existMetaphone { |
| 67 | + database.DB.Raw("select * from name_types where metaphone = ?", nameMetaphone).Find(&metaphoneNames) |
| 68 | + } |
| 69 | + |
| 70 | + //find all metaphoneNames matching metaphone |
| 71 | + similarNames := findNames(metaphoneNames, name, levenshtein) |
| 72 | + |
| 73 | + //for recall purposes we can't only search for metaphone exact match's if no similar word is found |
| 74 | + if len(metaphoneNames) == 0 || len(similarNames) == 0 { |
| 75 | + metaphoneNames = searchForAllSimilarMetaphone(nameMetaphone, preloadTable) |
| 76 | + similarNames = findNames(metaphoneNames, name, levenshtein) |
| 77 | + |
| 78 | + if len(metaphoneNames) == 0 { |
| 79 | + c.JSON(http.StatusNotFound, gin.H{"Not found": "metaphone not found", "metaphone": nameMetaphone}) |
| 80 | + return |
| 81 | + } |
| 82 | + |
| 83 | + if len(similarNames) == 0 { |
| 84 | + c.JSON(http.StatusNotFound, gin.H{"Not found": "similar names not found", "metaphone": nameMetaphone}) |
| 85 | + return |
| 86 | + } |
| 87 | + } |
| 88 | + |
| 89 | + //when the similar metaphoneNames result's in less than 5 we search for every similar name of all similar metaphoneNames founded previously |
| 90 | + //this step can be ignored if you want to |
| 91 | + if len(similarNames) < 5 { |
| 92 | + for _, n := range similarNames { |
| 93 | + similar := findNames(metaphoneNames, n.Name, levenshtein) |
| 94 | + similarNames = append(similarNames, similar...) |
| 95 | + } |
| 96 | + } |
| 97 | + |
| 98 | + //order all similar metaphoneNames from high to low Levenshtein |
| 99 | + nameV := orderByLevenshtein(similarNames) |
| 100 | + |
| 101 | + //finds a name to consider Canonical on the database |
| 102 | + canonicalEntity, err := findCanonical(name, metaphoneNames, nameV) |
| 103 | + if err != nil { |
| 104 | + c.JSON(http.StatusNotFound, gin.H{"Not found": err.Error(), "metaphone": nameMetaphone}) |
| 105 | + return |
| 106 | + } |
| 107 | + |
| 108 | + //return |
| 109 | + r := models.MetaphoneR{ |
| 110 | + ID: canonicalEntity.ID, |
| 111 | + Name: canonicalEntity.Name, |
| 112 | + Classification: canonicalEntity.Classification, |
| 113 | + Metaphone: canonicalEntity.Metaphone, |
| 114 | + NameVariations: nameV, |
| 115 | + } |
| 116 | + c.JSON(200, r) |
| 117 | + return |
| 118 | +} |
| 119 | + |
| 120 | +//searchCacheMetaphone seeks for a given name on cache struct, return the name and a bool true if it is found |
| 121 | +func searchCacheName(name string, cache []models.NameType) (models.NameType, bool) { |
| 122 | + for _, c := range cache { |
| 123 | + if c.Name == name { |
| 124 | + return c, true |
| 125 | + } |
| 126 | + } |
| 127 | + |
| 128 | + return models.NameType{}, false |
| 129 | + |
| 130 | +} |
| 131 | + |
| 132 | +//searchCacheMetaphone seeks for a given name on cache struct, return the name and a bool true if it is found |
| 133 | +func searchCacheMetaphone(metaphone string, cache []models.NameType) ([]models.NameType, bool) { |
| 134 | + var nameTypes []models.NameType |
| 135 | + for _, c := range cache { |
| 136 | + if c.Metaphone == metaphone { |
| 137 | + nameTypes = append(nameTypes, c) |
| 138 | + } |
| 139 | + } |
| 140 | + |
| 141 | + if len(nameTypes) != 0 { |
| 142 | + return nameTypes, true |
| 143 | + } |
| 144 | + |
| 145 | + return nil, false |
| 146 | +} |
| 147 | + |
| 148 | +//----- All needed functions -----// |
| 149 | + |
| 150 | +//searchForAllSimilarMetaphone used in case of not finding exact metaphone match |
| 151 | +func searchForAllSimilarMetaphone(mtf string, names []models.NameType) []models.NameType { |
| 152 | + var rNames []models.NameType |
| 153 | + for _, n := range names { |
| 154 | + if metaphone.IsMetaphoneSimilar(mtf, n.Metaphone) { |
| 155 | + rNames = append(rNames, n) |
| 156 | + } |
| 157 | + } |
| 158 | + |
| 159 | + return rNames |
| 160 | +} |
| 161 | + |
| 162 | +//findCanonical search for every similar name on the database returning the first matched name |
| 163 | +func findCanonical(name string, matchingMetaphoneNames []models.NameType, nameVariations []string) (models.NameType, error) { |
| 164 | + var canonicalEntity models.NameType |
| 165 | + n := strings.ToUpper(name) |
| 166 | + |
| 167 | + //search exact match on matchingMetaphoneNames |
| 168 | + for _, similarName := range matchingMetaphoneNames { |
| 169 | + if similarName.Name == n { |
| 170 | + return similarName, nil |
| 171 | + } |
| 172 | + } |
| 173 | + |
| 174 | + //search for similar names on matchingMetaphoneNames |
| 175 | + for _, similarName := range matchingMetaphoneNames { |
| 176 | + if metaphone.SimilarityBetweenWords(name, similarName.Name) >= levenshtein { |
| 177 | + return similarName, nil |
| 178 | + } |
| 179 | + } |
| 180 | + |
| 181 | + //search exact match on nameVariations |
| 182 | + for _, similarName := range nameVariations { |
| 183 | + sn := strings.ToUpper(similarName) |
| 184 | + if sn == n { |
| 185 | + database.DB.Raw("select * from name_types where name = ?", sn).Find(&canonicalEntity) |
| 186 | + if canonicalEntity.ID != 0 { |
| 187 | + return canonicalEntity, nil |
| 188 | + } |
| 189 | + } |
| 190 | + } |
| 191 | + |
| 192 | + //in case of failure on other attempts, we search every nameVariations directly on database |
| 193 | + for _, similarName := range nameVariations { |
| 194 | + database.DB.Raw("select * from name_types where name = ?", strings.ToUpper(similarName)).Find(&canonicalEntity) |
| 195 | + if canonicalEntity.ID != 0 { |
| 196 | + return canonicalEntity, nil |
| 197 | + } |
| 198 | + } |
| 199 | + |
| 200 | + return models.NameType{}, errors.New("couldn't find canonical name") |
| 201 | +} |
| 202 | + |
| 203 | +//findNames return []models.NameLevenshtein with all similar names of searched string. For recall purpose we reduce the threshold given in 0.1 in case of empty return |
| 204 | +func findNames(names []models.NameType, name string, threshold float32) []models.NameLevenshtein { |
| 205 | + similarNames := findSimilarNames(name, names, threshold) |
| 206 | + //reduce the threshold given in 0.1 and search again |
| 207 | + if len(similarNames) == 0 { |
| 208 | + similarNames = findSimilarNames(name, names, threshold-0.1) |
| 209 | + } |
| 210 | + |
| 211 | + return similarNames |
| 212 | +} |
| 213 | + |
| 214 | +//findSimilarNames loop for all names given checking the similarity between words by a given threshold, called on findNames |
| 215 | +func findSimilarNames(name string, names []models.NameType, threshold float32) []models.NameLevenshtein { |
| 216 | + var similarNames []models.NameLevenshtein |
| 217 | + |
| 218 | + for _, n := range names { |
| 219 | + similarity := metaphone.SimilarityBetweenWords(strings.ToLower(name), strings.ToLower(n.Name)) |
| 220 | + if similarity >= threshold { |
| 221 | + similarNames = append(similarNames, models.NameLevenshtein{Name: n.Name, Levenshtein: similarity}) |
| 222 | + varWords := strings.Split(n.NameVariations, "|") |
| 223 | + for _, vw := range varWords { |
| 224 | + if vw != "" { |
| 225 | + similarNames = append(similarNames, models.NameLevenshtein{Name: vw, Levenshtein: similarity}) |
| 226 | + } |
| 227 | + } |
| 228 | + } |
| 229 | + } |
| 230 | + |
| 231 | + return similarNames |
| 232 | +} |
| 233 | + |
| 234 | +//orderByLevenshtein used to sort an array by Levenshtein and len of the name |
| 235 | +func orderByLevenshtein(arr []models.NameLevenshtein) []string { |
| 236 | + // creates copy of original array |
| 237 | + sortedArr := make([]models.NameLevenshtein, len(arr)) |
| 238 | + copy(sortedArr, arr) |
| 239 | + |
| 240 | + // order by func |
| 241 | + sort.Slice(sortedArr, func(i, j int) bool { |
| 242 | + if sortedArr[i].Levenshtein != sortedArr[j].Levenshtein { |
| 243 | + return sortedArr[i].Levenshtein > sortedArr[j].Levenshtein |
| 244 | + } else { |
| 245 | + return len(sortedArr[i].Name) < len(sortedArr[j].Name) |
| 246 | + } |
| 247 | + }) |
| 248 | + |
| 249 | + //return array |
| 250 | + var retArr []string |
| 251 | + for _, lv := range sortedArr { |
| 252 | + retArr = append(retArr, lv.Name) |
| 253 | + } |
| 254 | + |
| 255 | + //return without duplicates |
| 256 | + return removeDuplicates(retArr) |
| 257 | +} |
| 258 | + |
| 259 | +//removeDuplicates remove duplicates of []string, called on orderByLevenshtein |
| 260 | +func removeDuplicates(arr []string) []string { |
| 261 | + var cleanArr []string |
| 262 | + |
| 263 | + for _, a := range arr { |
| 264 | + if !contains(cleanArr, a) { |
| 265 | + cleanArr = append(cleanArr, a) |
| 266 | + } |
| 267 | + } |
| 268 | + |
| 269 | + return cleanArr |
| 270 | +} |
| 271 | + |
| 272 | +//contains verifies if []string already has a specific string, called on removeDuplicates |
| 273 | +func contains(s []string, str string) bool { |
| 274 | + for _, v := range s { |
| 275 | + if v == str { |
| 276 | + return true |
| 277 | + } |
| 278 | + } |
| 279 | + |
| 280 | + return false |
| 281 | +} |
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