選択できるのは25トピックまでです。 トピックは、先頭が英数字で、英数字とダッシュ('-')を使用した35文字以内のものにしてください。

index.js 12KB

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  1. const Schmervice = require('@hapipal/schmervice')
  2. const haversine = require('haversine')
  3. const config = require('../../../db/data-generator/config.json')
  4. const profiler = require('./profiler')
  5. const scoring = require('./scorer')
  6. const zipcoder = require('./zipcoder')
  7. const tagger = require('./tagger')
  8. module.exports = class ProfileService extends Schmervice.Service {
  9. constructor(...args) {
  10. super(...args)
  11. /** Scores available in the db to map against score indices*/
  12. this.scoreLookup = {}
  13. /** Tags available in the db to map against tagg_associations*/
  14. this.tagLookup = {}
  15. // this.responseKeyLookup = ResponseKey.query()
  16. }
  17. async _setScoreLookup() {
  18. if (!Object.keys(this.scoreLookup).length) {
  19. const { Aspect, AspectLabel } = this.server.models()
  20. const aspects = await Aspect.query()
  21. const labels = await AspectLabel.query()
  22. this.scoreLookup = scoring.makeScoreLookup(aspects, labels)
  23. }
  24. }
  25. async _setTagLookup() {
  26. if (!Object.keys(this.tagLookup).length) {
  27. const { Tag } = this.server.models()
  28. const allTagDescriptions = await Tag.query()
  29. allTagDescriptions.forEach(
  30. desc =>
  31. (this.tagLookup[desc.tag_id] = {
  32. description: desc.tag_description,
  33. category: desc.tag_category,
  34. }),
  35. )
  36. }
  37. }
  38. /**
  39. * Internal method to get list of profile_ids for this user
  40. * @param {number} userId
  41. * @returns {Array} List of all profile_ids for user
  42. */
  43. async _getProfileIdsForUserId(userId) {
  44. const { Profile } = this.server.models()
  45. /** Grab every Profile associated with this id */
  46. const allProfiles = await Profile.query().where('user_id', userId)
  47. /** Copy a list of the just the Profiles */
  48. const profileIdsToGrab = allProfiles.map(profile => profile.profile_id)
  49. /** Uncomment to dedupe the list just in case */
  50. return [...new Set(profileIdsToGrab)]
  51. }
  52. async getProfile(profileId) {
  53. const { Profile } = this.server.models()
  54. await this._setTagLookup()
  55. const matchingProfile = await Profile.query()
  56. .where('profile_id', profileId)
  57. .first()
  58. .withGraphFetched('tags')
  59. .withGraphFetched('responses')
  60. .withGraphFetched('user')
  61. tagger.setProfileTags(matchingProfile, matchingProfile, this.tagLookup)
  62. return new profiler.CompleteProfile(matchingProfile)
  63. }
  64. async getCompleteProfilesFor(userId, type) {
  65. const { Profile } = this.server.models()
  66. await this._setTagLookup()
  67. const dedupedProfileIds = await this._getProfileIdsForUserId(userId)
  68. const profilesEntries = await Profile.query()
  69. .whereIn('profile_id', dedupedProfileIds)
  70. .withGraphFetched('tags')
  71. .withGraphFetched('responses')
  72. // CHECKTHIS: Added this because we added user.user_name to CompleteProfile
  73. // so without this, we get undefined user_name
  74. .withGraphFetched('user')
  75. return profiler.makeCompleteProfilesFromProfile(
  76. profilesEntries,
  77. type,
  78. this.tagLookup,
  79. )
  80. }
  81. async getProfilesFor(profileIdArray, type, includeResponses = true) {
  82. const { Profile } = this.server.models()
  83. await this._setScoreLookup()
  84. await this._setTagLookup()
  85. // profilesEntries is profiles in dataaspect_labelsbase row order
  86. const profilesEntries = await Profile.query()
  87. .whereIn('profile_id', profileIdArray)
  88. .withGraphFetched('tags')
  89. .withGraphFetched('responses')
  90. .withGraphFetched('user')
  91. // taking the info from profilesEntries
  92. // to repack into completeProfiles
  93. // in same order as profileIdArray
  94. return profiler.makeCompleteProfiles(
  95. profileIdArray,
  96. profilesEntries,
  97. type,
  98. includeResponses,
  99. this.tagLookup,
  100. )
  101. }
  102. /**
  103. * Save responses in a profile
  104. * @param {number} userId
  105. * @param {Array} responses
  106. * @returns {object}
  107. */
  108. async saveResponsesCreateProfileFor(userId, responses, txn) {
  109. const { Profile, Response } = this.server.models()
  110. const profile = await Profile.query(txn).insert({
  111. user_id: userId,
  112. })
  113. for (const responseToSave of responses) {
  114. /**
  115. * Convert indexes to actual score values
  116. * Using using the input and converting to index
  117. * of the generated possible prescore array in config
  118. * DUPLICATE:See saveResponseForProfile() line 343
  119. */
  120. let convertedResponse = responseToSave
  121. if (scoring._isScorableResponse(responseToSave.response_key_id)) {
  122. // Convert -3 to 0, 0 to 3, 3 to 6
  123. const offset = (config.scoreVals.length - 1) / 2
  124. const indexFromInput = parseInt(responseToSave.val) + offset
  125. convertedResponse.val =
  126. config.scoreVals[indexFromInput].toString()
  127. }
  128. const responseInfo = {
  129. profile_id: profile.id,
  130. response_key_id: convertedResponse.response_key_id,
  131. val: convertedResponse.val,
  132. }
  133. await Response.query(txn).insert(responseInfo)
  134. }
  135. //** Work around for HAPI returning profile_id as id */
  136. return { user_id: profile.user_id, profile_id: profile.id }
  137. }
  138. /** Update responses in place
  139. * @param {number} profileId
  140. * @param {Array} responses
  141. * @returns {Array} updated responses
  142. */
  143. async updateResponsesInProfile(profileId, responses, txn) {
  144. const { Response } = this.server.models()
  145. for (const responseToSave of responses) {
  146. await Response.query(txn)
  147. .update({
  148. response_id: responseToSave.response_id,
  149. profile_id: responseToSave.profile_id,
  150. response_key_id: responseToSave.response_key_id,
  151. val: responseToSave.val,
  152. })
  153. .where({
  154. profile_id: profileId,
  155. })
  156. .where({
  157. response_id: responseToSave.response_id,
  158. })
  159. }
  160. return await Response.query(txn).where({
  161. profile_id: profileId,
  162. })
  163. }
  164. /** Add response
  165. * @param {Object} response to save
  166. * @returns {null} updated responses
  167. * @returns {Array} updated responses
  168. */
  169. async saveResponseForProfile(profileId, responseToSave) {
  170. const { Response } = this.server.models()
  171. let allResponses = await Response.query().where({
  172. profile_id: profileId,
  173. })
  174. // Delete matches
  175. // ?:Maybe bad idea
  176. const matchingResponses = allResponses.filter(
  177. response =>
  178. response.response_key_id == responseToSave.response_key_id,
  179. )
  180. if (matchingResponses.length > 0) {
  181. const alreadyAnswered = matchingResponses.map(
  182. matchingRes => matchingRes.response_key_id,
  183. )
  184. await Response.query()
  185. .where({ profile_id: profileId })
  186. .delete()
  187. .whereIn('response_key_id', alreadyAnswered)
  188. }
  189. /**
  190. * Convert indexes to actual score values
  191. * Using using the input and converting to index
  192. * of the generated possible prescore array in config
  193. */
  194. let convertedResponse = responseToSave
  195. if (scoring._isScorableResponse(responseToSave.response_key_id)) {
  196. // Convert -3 to 0, 0 to 3, 3 to 6
  197. const offset = (config.scoreVals.length - 1) / 2
  198. const scoreFromInput = parseInt(responseToSave.val) + offset
  199. const scoreFromConfig = config.scoreVals.indexOf(scoreFromInput)
  200. if (scoreFromConfig < 0) {
  201. console.error('score not found in possible config responses')
  202. }
  203. convertedResponse.val = scoreFromConfig.toString()
  204. }
  205. await Response.query().insert(convertedResponse)
  206. return allResponses
  207. }
  208. /**
  209. * Delete a profile
  210. * @param {number} userId
  211. * @param {number} profileId
  212. * @returns
  213. */
  214. async deleteProfile(userId, profileId) {
  215. const { Profile } = this.server.models()
  216. const dedupedGroupings = await this._getProfileIdsForUserId(userId)
  217. /** Do NOTHING if NOT in Grouping */
  218. if (!dedupedGroupings.includes(profileId)) return
  219. return await Profile.query().delete().where('profile_id', profileId)
  220. }
  221. /**
  222. * Score a profile
  223. * @param {number} profileId
  224. * @returns {Array} Ordered and scored Profiles
  225. */
  226. async scoreProfilesFor(profileId, maxDistance, distanceUnit) {
  227. const { Profile } = this.server.models()
  228. await this._setScoreLookup()
  229. // Our User Profile to score for
  230. const userProfile = await Profile.query()
  231. .findOne('profile_id', profileId)
  232. .withGraphFetched('responses')
  233. .withGraphFetched('user')
  234. // Move unneeded responses
  235. const userZip = zipcoder.getZipCodeFromProfile(userProfile)
  236. // Find all Profiles that are NOT of our userProfile.type
  237. // ie. If userProfile.type == seeker, then find: poster
  238. let profileIdsOfOppositeType = await Profile.query()
  239. .withGraphFetched('responses')
  240. .withGraphFetched('user')
  241. // TODO: Let Objection optimize this
  242. const isPosterOpposite = userProfile.user.is_poster == 1 ? 0 : 1
  243. profileIdsOfOppositeType = profileIdsOfOppositeType
  244. .filter(profile => {
  245. return profile.user.is_poster == isPosterOpposite
  246. })
  247. .filter(profile => {
  248. // Only include profiles that included zipcode response
  249. return zipcoder.getZipCodeFromProfile(profile) ? true : false
  250. })
  251. const profilePlusDistance = await Promise.all(
  252. profileIdsOfOppositeType.map(async profile => {
  253. const targetZip = zipcoder.getZipCodeFromProfile(profile)
  254. if (!userZip || !targetZip)
  255. return { ...profile, distance: [9999, distanceUnit] }
  256. const distance = await this._compareDistance(
  257. userZip,
  258. targetZip,
  259. distanceUnit,
  260. )
  261. return {
  262. ...profile,
  263. distance: [distance.toFixed(2), distanceUnit],
  264. }
  265. }),
  266. )
  267. const distanceFilteredProfiles = zipcoder.filterByDistance(
  268. profilePlusDistance,
  269. maxDistance,
  270. )
  271. const scoredProfilesWithDistance = scoring.scoreAll(
  272. distanceFilteredProfiles,
  273. userProfile,
  274. this.scoreLookup,
  275. )
  276. // Order by score
  277. return scoredProfilesWithDistance.sort(
  278. (a, b) => b.score.total - a.score.total,
  279. )
  280. }
  281. /**
  282. * Use the db for zipcode info
  283. * @param {string} zipCode
  284. * @param {object}
  285. */
  286. async _latLonForZip(zipCode) {
  287. const { ZipCode } = this.server.models()
  288. const zipInfo = await ZipCode.query().findOne(
  289. 'zip_code_id',
  290. parseInt(zipCode),
  291. )
  292. if (!zipInfo) {
  293. console.error('zip:', zipCode)
  294. }
  295. return {
  296. latitude: parseFloat(zipInfo.latitude),
  297. longitude: parseFloat(zipInfo.longitude),
  298. }
  299. }
  300. /**
  301. * Get the distance between two zipcodes
  302. * using the haversine formula
  303. * @param {string} start_zip
  304. * @param {string} end_zip
  305. * @param {number} distance in miles
  306. */
  307. async _compareDistance(start_zip, end_zip, distanceUnit) {
  308. if (!start_zip || !end_zip || isNaN(start_zip) || isNaN(end_zip)) return
  309. const start = await this._latLonForZip(start_zip)
  310. const end = await this._latLonForZip(end_zip)
  311. return haversine(start, end, { unit: distanceUnit })
  312. }
  313. }