|
| 1 | +/* |
| 2 | +This SI is a translationUtil to for dynamic language translation for example english to French |
| 3 | +
|
| 4 | +This script include for language translation will invoke flow designer action and sublfow to complete the real time language transaltion |
| 5 | +
|
| 6 | +The properties referred in this translation util is DUMMY name that needs to be replaced with actual property name |
| 7 | +
|
| 8 | +Identify the right AI translator for language and Update |
| 9 | +*/ |
| 10 | +var TranslationUtils = Class.create(); |
| 11 | +TranslationUtils.prototype = { |
| 12 | + initialize: function() {}, |
| 13 | + |
| 14 | + getLimits: function() { |
| 15 | + |
| 16 | + var charLimit = parseInt(gs.getProperty('mycompany.dynamic.translation.char.limit', 30720));//51200=50KB 30720 = 30KB |
| 17 | + var requestBufferSize = parseInt(gs.getProperty('mycompany.dynamic.translation.request.buffer', 100)); |
| 18 | + charLimit = (charLimit >= requestBufferSize) ? (charLimit - requestBufferSize) : charLimit; |
| 19 | + return { |
| 20 | + 'charLimit': charLimit, |
| 21 | + 'arrayLimit': parseInt(gs.getProperty('mycompany.dynamic.translation.array.limit', 10)), |
| 22 | + 'textBufferSize': parseInt(gs.getProperty('mycompany.dynamic.translation.text.buffer', 4)) |
| 23 | + }; |
| 24 | + }, |
| 25 | + |
| 26 | + |
| 27 | + getSubscriptionKey: function() { |
| 28 | + |
| 29 | + /* try { |
| 30 | +
|
| 31 | + var result = sn_fd.FlowAPI.getRunner().action('<call FD action to get subscription key>').inForeground().run(); |
| 32 | + var get_key_outputs = result.getOutputs(); |
| 33 | + var subscription_key = get_key_outputs.subscription_key; |
| 34 | +
|
| 35 | + return subscription_key; |
| 36 | + |
| 37 | + } catch (ex) { |
| 38 | + var message = ex.getMessage(); |
| 39 | + gs.error(message); |
| 40 | +
|
| 41 | + }*/ |
| 42 | + try { |
| 43 | + |
| 44 | + var alias = gs.getProperty('mycompany.alias.ia.translation.id'); |
| 45 | + var subscription_key = ''; |
| 46 | + |
| 47 | + var gr_connection = new GlideRecord('http_connection'); |
| 48 | + gr_connection.addEncodedQuery('active=true^connection_alias=' + alias); |
| 49 | + gr_connection.query(); |
| 50 | + |
| 51 | + if (gr_connection.next()) { |
| 52 | + var gr_api_key = new GlideRecord('api_key_credentials'); |
| 53 | + gr_api_key.get(gr_connection.getValue('credential')); |
| 54 | + subscription_key = gr_api_key.api_key.getDecryptedValue(); |
| 55 | + } |
| 56 | + |
| 57 | + return subscription_key; |
| 58 | + |
| 59 | + } catch (ex) { |
| 60 | + var message = ex.getMessage(); |
| 61 | + gs.error(message); |
| 62 | + } |
| 63 | + |
| 64 | + }, |
| 65 | + |
| 66 | + |
| 67 | + getKBSize: function(text, limits) { |
| 68 | + var bytes = text.length; |
| 69 | + for (var i = text.length - 1; i >= 0; i--) { |
| 70 | + var code = text.charCodeAt(i); |
| 71 | + if (code > 0x7f && code <= 0x7ff) |
| 72 | + bytes++; |
| 73 | + else if (code > 0x7ff && code <= 0xffff) |
| 74 | + bytes += 2; |
| 75 | + if (code >= 0xDC00 && code <= 0xDFFF) |
| 76 | + i--; |
| 77 | + } |
| 78 | + var textBufferSize = limits.textBufferSize; |
| 79 | + return bytes + textBufferSize; |
| 80 | + }, |
| 81 | + |
| 82 | + getBytesData: function(texts, limits) { |
| 83 | + var bytesData = {}; |
| 84 | + for (var i = 0; i < texts.length; i++) { |
| 85 | + var kbSize = this.getKBSize(texts[i], limits); |
| 86 | + bytesData[texts[i]] = kbSize; |
| 87 | + } |
| 88 | + return bytesData; |
| 89 | + }, |
| 90 | + |
| 91 | + classifyBulkTexts: function(texts, charLimit, bytesData) { |
| 92 | + var count = 0; |
| 93 | + var classifiedData = {}; |
| 94 | + classifiedData["smallTexts"] = []; |
| 95 | + classifiedData["largeTexts"] = []; |
| 96 | + classifiedData["isBatchingRequired"] = false; |
| 97 | + for (var i = 0; i < texts.length; i++) { |
| 98 | + if (bytesData[texts[i]] > charLimit) { |
| 99 | + classifiedData["largeTexts"].push(texts[i]); |
| 100 | + } else { |
| 101 | + classifiedData["smallTexts"].push(texts[i]); |
| 102 | + count = count + bytesData[texts[i]]; |
| 103 | + if (count > charLimit) { |
| 104 | + classifiedData["isBatchingRequired"] = true; |
| 105 | + } |
| 106 | + } |
| 107 | + } |
| 108 | + return classifiedData; |
| 109 | + }, |
| 110 | + |
| 111 | + splitLargeTexts: function(texts, charLimit) { |
| 112 | + |
| 113 | + var text_obj = {}; //text_obj = texts[0]; |
| 114 | + var text_transl = []; //text_transl = text_obj["texts_to_translate"]; |
| 115 | + var text_splited = []; |
| 116 | + //gs.log("charLimit : " + charLimit +'\n\ntext_transl : ' + JSON.stringify(text_transl), "BELLTR"); |
| 117 | + //var text_array = texts[0].texts_to_translate; |
| 118 | + //for (var i = 0; i < text_transl.length; i++) { |
| 119 | + //var txt = text_transl[i]; |
| 120 | + var txt = texts |
| 121 | + var kbSize = this.getKBSize(txt, limits); |
| 122 | + gs.log('kbSize : ' + kbSize +'\n\ntxt : ' + JSON.stringify(txt), "TELCOTR"); |
| 123 | + if (kbSize > charLimit) { |
| 124 | + var text = txt |
| 125 | + var size = 0; |
| 126 | + var stop = 0 |
| 127 | + gs.log('text : ' + text, "TELCOTR"); |
| 128 | + while (size > charLimit && stop < 4) { |
| 129 | + text = txt.subString(0, charLimit); |
| 130 | + txt = txt.subString(charLimit); |
| 131 | + text_splited.push(text); |
| 132 | + gs.log('text_splited : ' + text_splited, "TELCOTR"); |
| 133 | + size = this.getKBSize(txt, limits) |
| 134 | + stop++; |
| 135 | + } |
| 136 | + text_splited.push(txt) |
| 137 | + } |
| 138 | + |
| 139 | + |
| 140 | + return text_splited; |
| 141 | + }, |
| 142 | + |
| 143 | + |
| 144 | + addLargeTextsToArray: function(result, largeTexts, targetLanguages) { |
| 145 | + |
| 146 | + for (var large = 0; large < largeTexts.length; large++) { |
| 147 | + this.transformBatchTextsResponse([largeTexts[large]], targetLanguages, result); |
| 148 | + } |
| 149 | + }, |
| 150 | + |
| 151 | + getSortedBytesMap: function(texts, bytesData) { |
| 152 | + var bytesList = []; |
| 153 | + for (var i = 0; i < texts.length; i++) { |
| 154 | + var kbSize = bytesData[texts[i]]; |
| 155 | + if (kbSize) { |
| 156 | + bytesList.push([kbSize, texts[i]]); |
| 157 | + } |
| 158 | + } |
| 159 | + return bytesList.sort(); |
| 160 | + }, |
| 161 | + |
| 162 | + getBatchTexts: function(texts, bytesData, limits) { |
| 163 | + var bytesList = this.getSortedBytesMap(texts, bytesData); |
| 164 | + var weight = limits.charLimit; |
| 165 | + var splitTexts = []; |
| 166 | + var startIdx = 0; |
| 167 | + var arrayLength = bytesList.length; |
| 168 | + var endIdx = arrayLength - 1; |
| 169 | + var textsProcessed = 0; |
| 170 | + while (textsProcessed < arrayLength) { |
| 171 | + var singleSplit = []; |
| 172 | + var tempWeight = 0; |
| 173 | + while (singleSplit.length != limits.arrayLimit && |
| 174 | + endIdx >= 0 && |
| 175 | + startIdx <= endIdx && |
| 176 | + weight >= (tempWeight + bytesList[endIdx][0])) { |
| 177 | + tempWeight += bytesList[endIdx][0]; |
| 178 | + singleSplit.push(bytesList[endIdx][1]); |
| 179 | + endIdx -= 1; |
| 180 | + textsProcessed += 1; |
| 181 | + } |
| 182 | + while (singleSplit.length != limits.arrayLimit && |
| 183 | + startIdx < arrayLength && |
| 184 | + startIdx <= endIdx && |
| 185 | + weight >= (tempWeight + bytesList[startIdx][0])) { |
| 186 | + tempWeight += bytesList[startIdx][0]; |
| 187 | + singleSplit.push(bytesList[startIdx][1]); |
| 188 | + startIdx += 1; |
| 189 | + textsProcessed += 1; |
| 190 | + } |
| 191 | + splitTexts.push(singleSplit); |
| 192 | + } |
| 193 | + return splitTexts; |
| 194 | + }, |
| 195 | + |
| 196 | + |
| 197 | + transformBatchTextsResponse: function(texts, targetLanguages, result) { |
| 198 | + for (var i = 0; i < targetLanguages.length; i++) { |
| 199 | + result.push({ |
| 200 | + "texts_to_translate": texts, |
| 201 | + "target_language": targetLanguages[i] |
| 202 | + }); |
| 203 | + } |
| 204 | + }, |
| 205 | + |
| 206 | + addSmallTextsToArray: function(smallTexts, result, limits, targetLanguages) { |
| 207 | + var tempSmallTexts = []; |
| 208 | + for (var i = 0; i < smallTexts.length; i++) { |
| 209 | + tempSmallTexts.push(smallTexts[i]); |
| 210 | + if (tempSmallTexts.length == limits.arrayLimit) { |
| 211 | + this.transformBatchTextsResponse(tempSmallTexts, targetLanguages, result); |
| 212 | + tempSmallTexts = []; |
| 213 | + } |
| 214 | + } |
| 215 | + if (tempSmallTexts.length > 0) { |
| 216 | + this.transformBatchTextsResponse(tempSmallTexts, targetLanguages, result); |
| 217 | + } |
| 218 | + |
| 219 | + }, |
| 220 | + |
| 221 | + splitInputTextsIntoBatches: function(texts, limits, targetLanguages) { |
| 222 | + var result = []; |
| 223 | + var bytesData = this.getBytesData(texts, limits); |
| 224 | + var classifiedData = this.classifyBulkTexts(texts, limits.charLimit, bytesData); |
| 225 | + if (classifiedData["isBatchingRequired"]) { |
| 226 | + var splitTexts = this.getBatchTexts(classifiedData.smallTexts, bytesData, limits); |
| 227 | + |
| 228 | + for (var idx = 0; idx < splitTexts.length; idx++) { |
| 229 | + var selectedTexts = splitTexts[idx]; |
| 230 | + this.transformBatchTextsResponse(selectedTexts, targetLanguages, result); |
| 231 | + } |
| 232 | + } else { |
| 233 | + this.addSmallTextsToArray(classifiedData.smallTexts, result, limits, targetLanguages); |
| 234 | + } |
| 235 | + this.addLargeTextsToArray(result, classifiedData.largeTexts, targetLanguages); |
| 236 | + return result; |
| 237 | + }, |
| 238 | + |
| 239 | + |
| 240 | + batchBulkTexts: function(texts, targetLanguages) { |
| 241 | + var limits = this.getLimits(); |
| 242 | + //var test = this.splitLargeTexts(texts, limits.charLimit) |
| 243 | + //gs.log('test: ' + JSON.stringify(test), "TELCOTR") |
| 244 | + return this.splitInputTextsIntoBatches(texts, limits, targetLanguages); |
| 245 | + }, |
| 246 | + |
| 247 | + _getProcessedTextResult: function(textResult) { |
| 248 | + var processedTextResult = {}; |
| 249 | + var textResultKeys = Object.keys(textResult); |
| 250 | + for (var keyIdx = 0; keyIdx < textResultKeys.length; keyIdx++) { |
| 251 | + var key = textResultKeys[keyIdx]; |
| 252 | + if (key == 'text_translations') { |
| 253 | + var textTranslations = []; |
| 254 | + var languages = Object.keys(textResult.text_translations); |
| 255 | + for (var idx = 0; idx < languages.length; idx++) { |
| 256 | + var language = languages[idx]; |
| 257 | + var textTranslation = { |
| 258 | + 'translated_text': textResult.text_translations[language], |
| 259 | + 'target_language': language |
| 260 | + }; |
| 261 | + textTranslations.push(textTranslation); |
| 262 | + } |
| 263 | + processedTextResult.text_translations = textTranslations; |
| 264 | + } else { |
| 265 | + processedTextResult[key] = textResult[key]; |
| 266 | + } |
| 267 | + } |
| 268 | + return processedTextResult; |
| 269 | + }, |
| 270 | + |
| 271 | + rearrangeJSONResult: function(texts, result, isTranslation) { |
| 272 | + var response = { |
| 273 | + 'status': 'Success' |
| 274 | + }; |
| 275 | + var rearrangedResponse = []; |
| 276 | + for (var i = 0; i < texts.length; i++) { |
| 277 | + var eachTextResult = result[texts[i]]; |
| 278 | + if ('Error' === eachTextResult.status) { |
| 279 | + response['status'] = 'Error'; |
| 280 | + } |
| 281 | + var processedTextResult = this._getProcessedTextResult(eachTextResult); |
| 282 | + rearrangedResponse.push(processedTextResult); |
| 283 | + } |
| 284 | + if (isTranslation) |
| 285 | + response['translations'] = rearrangedResponse; |
| 286 | + else |
| 287 | + response['detections'] = rearrangedResponse; |
| 288 | + return response; |
| 289 | + }, |
| 290 | + |
| 291 | + |
| 292 | + detectLanguage: function(texts) { |
| 293 | + |
| 294 | + try { |
| 295 | + var inputs = {}; |
| 296 | + inputs['texts'] = texts; // Array.String |
| 297 | + |
| 298 | + // Start Asynchronously: Uncomment to run in background. Code snippet will not have access to outputs. |
| 299 | + // sn_fd.FlowAPI.getRunner().subflow('<detect langugage FD Action>').inBackground().withInputs(inputs).run(); |
| 300 | + |
| 301 | + // Execute Synchronously: Run in foreground. Code snippet has access to outputs. |
| 302 | + var result = sn_fd.FlowAPI.getRunner().subflow('<detect langugage FD Action>').inForeground().withInputs(inputs).run(); |
| 303 | + var outputs = result.getOutputs(); |
| 304 | + |
| 305 | + // Get Outputs: |
| 306 | + // Note: outputs can only be retrieved when executing synchronously. |
| 307 | + var detections = outputs['detections']; // Array.Object |
| 308 | + var status = outputs['status']; // Choice |
| 309 | + var rest_calls = outputs['rest_calls']; // Integer |
| 310 | + |
| 311 | + return detections; |
| 312 | + |
| 313 | + } catch (ex) { |
| 314 | + var message = ex.getMessage(); |
| 315 | + gs.log(message, "AI Translator - detectLanguage"); |
| 316 | + } |
| 317 | + |
| 318 | + return ''; |
| 319 | + |
| 320 | + }, |
| 321 | + |
| 322 | + translateFields: function(texts, source_language, target_languages, additional_parameters) { |
| 323 | + |
| 324 | + try { |
| 325 | + |
| 326 | + var inputs = {}; |
| 327 | + inputs['texts'] = texts; // Array.String |
| 328 | + inputs['source_language'] = source_language; // String |
| 329 | + inputs['target_languages'] = target_languages; // Array.String |
| 330 | + inputs['additional_parameters'] = additional_parameters; // Array.Object |
| 331 | + |
| 332 | + // Start Asynchronously: Uncomment to run in background. Code snippet will not have access to outputs. |
| 333 | + // sn_fd.FlowAPI.getRunner().subflow('<FD ACTION for Text Translation>').inBackground().withInputs(inputs).run(); |
| 334 | + |
| 335 | + // Execute Synchronously: Run in foreground. Code snippet has access to outputs. |
| 336 | + var result = sn_fd.FlowAPI.getRunner().subflow('global.<FD ACTION for Text Translation>').inForeground().withInputs(inputs).run(); |
| 337 | + var outputs = result.getOutputs(); |
| 338 | + |
| 339 | + // Get Outputs: |
| 340 | + // Note: outputs can only be retrieved when executing synchronously. |
| 341 | + var translations = outputs['translations']; // Array.Object |
| 342 | + var status = outputs['status']; // Choice |
| 343 | + var rest_calls = outputs['rest_calls']; // Integer |
| 344 | + |
| 345 | + return translations; |
| 346 | + |
| 347 | + } catch (ex) { |
| 348 | + var message = ex.getMessage(); |
| 349 | + gs.log(message, " |
| 350 | + AI Translator - translateFields"); |
| 351 | + } |
| 352 | + |
| 353 | + return ''; |
| 354 | + |
| 355 | + }, |
| 356 | + |
| 357 | + |
| 358 | + type: 'TranslationUtils' |
| 359 | +}; |
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