query.service.ts 7.0 KB

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  1. import { isObject, get } from 'lodash'
  2. import { Observable, Subject, interval, map, of } from 'rxjs'
  3. import { DataPrepService } from './dataprep.service'
  4. import _ = require("lodash")
  5. import { Conditions, DateRange, Storage } from '../types/interface'
  6. export class SearchService {
  7. private dataPrepService: DataPrepService
  8. constructor() {
  9. this.dataPrepService = new DataPrepService()
  10. }
  11. public callFromOtherClass() {
  12. const t0 = performance.now()
  13. let i
  14. for (i = 0; i <= 6000000000; i++) {
  15. }
  16. const t1 = performance.now()
  17. const timeTakenInSeconds = (t1 - t0) / 1000;
  18. console.log(`Time taken: ${timeTakenInSeconds} seconds to run this function`);
  19. }
  20. public query(storage: Storage, ...conditions: Conditions[]): Observable<any> {
  21. let dataFromStorage: Subject<any> = new Subject()
  22. let filteredResult: Subject<any> = new Subject()
  23. if (storage.type == 'observable') {
  24. let obsRef = storage.ref
  25. obsRef.subscribe((element) => {
  26. dataFromStorage.next(element)
  27. })
  28. } else {
  29. this.dataPrepService.loadObsData(storage, dataFromStorage)
  30. }
  31. this.filterFromObs(dataFromStorage, filteredResult, ...conditions)
  32. return filteredResult.pipe()
  33. }
  34. // Search and Filter: Pure Observables
  35. private filterFromObs(dataFromStorage: Subject<any>, filteredResult: Subject<any>, ...conditions: Conditions[]) {
  36. dataFromStorage.subscribe({
  37. next: element => {
  38. if (this.filterByKeyValue(element, ...conditions)) {
  39. filteredResult.next(element)
  40. } else {
  41. console.log(`${element.appData.msgId} does not match search criteria`)
  42. }
  43. }
  44. })
  45. }
  46. // Logic 1: Success. But argument must specifies header.messageID.... to search
  47. private hasMatchingProps(data, condition): boolean {
  48. // Merge all condtions into searchObj
  49. let result = _.every(condition, (val, key) => {
  50. const propKeys = key.split('.');
  51. let nestedObj = data;
  52. _.forEach(propKeys, propKey => {
  53. nestedObj = nestedObj[propKey];
  54. });
  55. if (_.isObject(val)) {
  56. return this.hasMatchingProps(nestedObj, val);
  57. }
  58. return nestedObj === val;
  59. });
  60. return result
  61. }
  62. // Logic 2: Success: More superior version than Logic 1 since it can perform flat searches like {messageID : 1234}
  63. // without specifying its parent property's name. eg: {header.messageID: 1234}
  64. private filterByKeyValue(data, ...conditions): boolean {
  65. try {
  66. // Merge all conditions into searchObj
  67. let searchObj = Object.assign({}, ...conditions)
  68. let recordFound = true
  69. // Check for data type. Can actually remove this code if dont want. Not that important anyways
  70. if (typeof data !== 'object' || typeof searchObj !== 'object') {
  71. return false;
  72. }
  73. // Check data to see if the given data is within the date range of the specified column
  74. if (recordFound == true) {
  75. if (searchObj.hasOwnProperty("$dateRange")) {
  76. recordFound = this.filterByDateRange(data, searchObj.$dateRange)
  77. delete searchObj.$dateRange
  78. }
  79. }
  80. // Check if the regular expression value matches any of the data string
  81. if (recordFound == true) {
  82. if (searchObj.hasOwnProperty("$regex")) {
  83. recordFound = this.filterViaRegex(data, searchObj.$regex)
  84. delete searchObj.$regex
  85. }
  86. }
  87. // Check if the key has parent key notation and then perform matching sequences. Eg : "header.appdata. etc etc"
  88. if (recordFound == true) {
  89. // check if key is header.is like 'propertyName1.propertyName2'
  90. let searchkey = Object.keys(searchObj)
  91. searchkey.every((key) => {
  92. if (key.includes('.')) {
  93. let condition = {
  94. key: searchObj[key]
  95. }
  96. this.hasMatchingProps(data, condition)
  97. delete searchObj[key]
  98. }
  99. })
  100. }
  101. // Check the rest of the key value pairs to see if the conditions are fulfilled(entries must matched)
  102. if (recordFound == true) {
  103. recordFound = this.matchValues(data, searchObj)
  104. }
  105. return recordFound
  106. }
  107. catch (e) {
  108. console.error(e.message)
  109. }
  110. }
  111. // Match the key values pair between conditions and the given data
  112. private matchValues(data, searchObj): boolean {
  113. let matchKeys = Object.keys(searchObj);
  114. let isMatchingObject = (object) => {
  115. return matchKeys.every((key) => {
  116. let lodashPath = key.replace(/\[(\w+)\]/g, '.$1').replace(/^\./, '');
  117. let objectValue = _.get(object, lodashPath);
  118. let searchValue = searchObj[key];
  119. if (Array.isArray(searchValue)) {
  120. // Check if any of the search values are included in the object value
  121. return searchValue.some((value) => {
  122. return Array.isArray(objectValue) ? objectValue.includes(value) : objectValue === value;
  123. });
  124. } else if (typeof searchValue === 'object' && typeof objectValue === 'object') {
  125. return isMatchingObject(objectValue);
  126. } else {
  127. return objectValue === searchValue;
  128. }
  129. });
  130. };
  131. let isObjectMatching = (object) => {
  132. if (typeof object !== 'object') {
  133. return false;
  134. }
  135. return isMatchingObject(object) || Object.values(object).some(isObjectMatching);
  136. };
  137. return isObjectMatching(data);
  138. }
  139. // Matching the regex args to see if it matches the data that is now converted to string. As long as partial match, it will return true
  140. private filterViaRegex(element: any, inquiry: any): boolean {
  141. // create a new regular expression to use regex.test
  142. const regex = new RegExp(inquiry);
  143. const hasMatchingSubstring = regex.test(JSON.stringify(element));
  144. return hasMatchingSubstring;
  145. }
  146. // Check if the data's date is within the date range provided and also the column in which the data is to be compared with
  147. private filterByDateRange(data: any, dateRange: DateRange): boolean {
  148. // Lodash implemetation to get the specific property of data
  149. let msgDate: string = get(data, dateRange.column)
  150. let date = new Date(msgDate)
  151. const start = new Date(dateRange.startDate);
  152. const end = new Date(dateRange.endDate);
  153. return date >= start && date <= end;
  154. }
  155. }