userBehavior.go 14 KB

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  1. package service
  2. import (
  3. "designs/global"
  4. "designs/model"
  5. "designs/utils"
  6. "time"
  7. )
  8. var timeDuration = []string{
  9. "00.00",
  10. "01.00",
  11. "02.00",
  12. "03.00",
  13. "04.00",
  14. "05.00",
  15. "06.00",
  16. "07.00",
  17. "08.00",
  18. "09.00",
  19. "10.00",
  20. "11.00",
  21. "12.00",
  22. "13.00",
  23. "14.00",
  24. "15.00",
  25. "16.00",
  26. "17.00",
  27. "18.00",
  28. "19.00",
  29. "20.00",
  30. "21.00",
  31. "22.00",
  32. "23.00",
  33. }
  34. // 获取新增用户的时段信息
  35. func GetRegisterTimeDistribution(pf string, gid string) (map[string]int, map[string]int, int64, int64, int64, error) {
  36. now := time.Now()
  37. today := now.Format("2006-01-02")
  38. hours := utils.GetDayHour(now)
  39. var todayRegister []time.Time
  40. //计算今日曲线
  41. err := global.App.DB.Table("user").
  42. Where("pf", pf).
  43. Where("gid", gid).
  44. Where("createdAt", ">", today).
  45. Pluck("createdAt", &todayRegister).Error
  46. if err != nil {
  47. global.App.Log.Error(err.Error())
  48. return nil, nil, 0, 0, 0, err
  49. }
  50. todayCount := len(todayRegister)
  51. todayTimeDistribution := getTimeDistribution(todayRegister, hours)
  52. //计算昨日曲线
  53. var yesterdayRegister []time.Time
  54. yesterdayHours := utils.GetDayHour(now.AddDate(0, 0, -1))
  55. yesterday := now.AddDate(0, 0, -1).Format("2006-01-02")
  56. yesterdayThisTime := now.AddDate(0, 0, -1).Format("2006-01-02 15:04:05")
  57. err = global.App.DB.Table("user").
  58. Where("pf", pf).
  59. Where("gid", gid).
  60. Where("createdAt", ">", yesterday).
  61. Where("createdAt", "<=", today).
  62. Pluck("createdAt", &yesterdayRegister).Error
  63. if err != nil {
  64. global.App.Log.Error(err.Error())
  65. return nil, nil, 0, 0, 0, err
  66. }
  67. yesterdayCount := len(yesterdayRegister)
  68. yesterdayTimeDistribution := getTimeDistribution(yesterdayRegister, yesterdayHours)
  69. var yesterdayThisTimeCount int64
  70. err = global.App.DB.Table("user").
  71. Where("pf", pf).
  72. Where("gid", gid).
  73. Where("createdAt", ">", yesterday).
  74. Where("createdAt", "<=", yesterdayThisTime).
  75. Count(&yesterdayThisTimeCount).Error
  76. if err != nil {
  77. global.App.Log.Error(err.Error())
  78. return nil, nil, 0, 0, 0, err
  79. }
  80. todayTimeDistributionRes := make(map[string]int)
  81. for k, v := range todayTimeDistribution {
  82. todayTimeDistributionRes[timeDuration[k]] = v
  83. }
  84. yesterdayTimeDistributionRes := make(map[string]int)
  85. for k, v := range yesterdayTimeDistribution {
  86. yesterdayTimeDistributionRes[timeDuration[k]] = v
  87. }
  88. return todayTimeDistributionRes, yesterdayTimeDistributionRes, int64(yesterdayCount), int64(todayCount), yesterdayThisTimeCount, nil
  89. }
  90. // 活跃用户的时段信息
  91. func GetActiveTimeDistribution(pf string, gid string) (map[string]int, map[string]int, int64, int64, int64, error) {
  92. now := time.Now()
  93. today := now.Format("2006-01-02")
  94. hours := utils.GetDayHour(now)
  95. var todayRegisterModel []model.UserLogin
  96. //计算今日曲线
  97. err := global.App.DB.Table("user_login").
  98. Where("pf", pf).
  99. Where("gid", gid).
  100. Where("loginTime", ">", today).
  101. Select("userId", "loginTime").
  102. Scan(&todayRegisterModel).Error
  103. if err != nil {
  104. global.App.Log.Error(err.Error())
  105. return nil, nil, 0, 0, 0, err
  106. }
  107. todayRegister := distinctUserHour(todayRegisterModel)
  108. var todayCount int64
  109. err = global.App.DB.Table("user_login").
  110. Where("pf", pf).
  111. Where("gid", gid).
  112. Where("loginTime", ">", today).
  113. Group("userId").Count(&todayCount).Error
  114. if err != nil {
  115. global.App.Log.Error(err.Error())
  116. return nil, nil, 0, 0, 0, err
  117. }
  118. todayTimeDistribution := getTimeDistribution(todayRegister, hours)
  119. //计算昨日曲线
  120. //var yesterdayRegister []time.Time
  121. var yesterdayRegisterModel []model.UserLogin
  122. yesterdayHours := utils.GetDayHour(now.AddDate(0, 0, -1))
  123. yesterday := now.AddDate(0, 0, -1).Format("2006-01-02")
  124. yesterdayThisTime := now.AddDate(0, 0, -1).Format("2006-01-02 15:04:05")
  125. err = global.App.DB.Table("user_login").
  126. Where("pf", pf).
  127. Where("gid", gid).
  128. Where("loginTime", ">", yesterday).
  129. Where("loginTime", "<=", today).
  130. Select("userId", "loginTime").
  131. Scan(&yesterdayRegisterModel).Error
  132. if err != nil {
  133. global.App.Log.Error(err.Error())
  134. return nil, nil, 0, 0, 0, err
  135. }
  136. var yesterdayCount int64
  137. err = global.App.DB.Table("user_login").
  138. Where("pf", pf).
  139. Where("gid", gid).
  140. Where("loginTime", ">", yesterday).
  141. Where("loginTime", "<=", today).
  142. Group("userId").Count(&yesterdayCount).Error
  143. if err != nil {
  144. global.App.Log.Error(err.Error())
  145. return nil, nil, 0, 0, 0, err
  146. }
  147. var yesterdayThisTimeCount int64
  148. err = global.App.DB.Table("user_login").
  149. Where("pf", pf).
  150. Where("gid", gid).
  151. Where("loginTime", ">", yesterday).
  152. Where("loginTime", "<=", yesterdayThisTime).
  153. Group("userId").Count(&yesterdayCount).Error
  154. if err != nil {
  155. global.App.Log.Error(err.Error())
  156. return nil, nil, 0, 0, 0, err
  157. }
  158. yesterdayRegister := distinctUserHour(yesterdayRegisterModel)
  159. yesterdayTimeDistribution := getTimeDistribution(yesterdayRegister, yesterdayHours)
  160. todayTimeDistributionRes := make(map[string]int)
  161. for k, v := range todayTimeDistribution {
  162. todayTimeDistributionRes[timeDuration[k]] = v
  163. }
  164. yesterdayTimeDistributionRes := make(map[string]int)
  165. for k, v := range yesterdayTimeDistribution {
  166. yesterdayTimeDistributionRes[timeDuration[k]] = v
  167. }
  168. return todayTimeDistributionRes, yesterdayTimeDistributionRes, yesterdayCount, todayCount, yesterdayThisTimeCount, nil
  169. }
  170. // 启动次数的时段信息
  171. func GetActionDistribution(pf string, gid string) (map[string]int, map[string]int, int64, int64, int64, error) {
  172. now := time.Now()
  173. today := now.Format("2006-01-02")
  174. hours := utils.GetDayHour(now)
  175. var todayRegisterModel []time.Time
  176. //计算今日曲线
  177. err := global.App.DB.Table("user_login").
  178. Where("pf", pf).
  179. Where("gid", gid).
  180. Where("loginTime", ">", today).
  181. Select("userId", "loginTime").
  182. Pluck("loginTime", &todayRegisterModel).Error
  183. if err != nil {
  184. global.App.Log.Error(err.Error())
  185. return nil, nil, 0, 0, 0, err
  186. }
  187. //todayRegister := distinctUserHour(todayRegisterModel)
  188. var todayCount int64
  189. err = global.App.DB.Table("user_login").
  190. Where("pf", pf).
  191. Where("gid", gid).
  192. Where("loginTime", ">", today).
  193. Group("userId").Count(&todayCount).Error
  194. if err != nil {
  195. global.App.Log.Error(err.Error())
  196. return nil, nil, 0, 0, 0, err
  197. }
  198. todayTimeDistribution := getTimeDistribution(todayRegisterModel, hours)
  199. //计算昨日曲线
  200. var yesterdayRegisterModel []time.Time
  201. yesterdayHours := utils.GetDayHour(now.AddDate(0, 0, -1))
  202. yesterday := now.AddDate(0, 0, -1).Format("2006-01-02")
  203. yesterdayThisTime := now.AddDate(0, 0, -1).Format("2006-01-02 15:04:05")
  204. err = global.App.DB.Table("user_login").
  205. Where("pf", pf).
  206. Where("gid", gid).
  207. Where("loginTime", ">", yesterday).
  208. Where("loginTime", "<=", today).
  209. Pluck("loginTime", &yesterdayRegisterModel).Error
  210. if err != nil {
  211. global.App.Log.Error(err.Error())
  212. return nil, nil, 0, 0, 0, err
  213. }
  214. var yesterdayCount int64
  215. err = global.App.DB.Table("user_login").
  216. Where("pf", pf).
  217. Where("gid", gid).
  218. Where("loginTime", ">", yesterday).
  219. Where("loginTime", "<=", today).
  220. Group("userId").Count(&yesterdayCount).Error
  221. if err != nil {
  222. global.App.Log.Error(err.Error())
  223. return nil, nil, 0, 0, 0, err
  224. }
  225. var yesterdayThisTimeCount int64
  226. err = global.App.DB.Table("user_login").
  227. Where("pf", pf).
  228. Where("gid", gid).
  229. Where("loginTime", ">", yesterday).
  230. Where("loginTime", "<=", yesterdayThisTime).
  231. Group("userId").Count(&yesterdayCount).Error
  232. if err != nil {
  233. global.App.Log.Error(err.Error())
  234. return nil, nil, 0, 0, 0, err
  235. }
  236. //yesterdayRegister := distinctUserHour(yesterdayRegisterModel)
  237. yesterdayTimeDistribution := getTimeDistribution(yesterdayRegisterModel, yesterdayHours)
  238. todayTimeDistributionRes := make(map[string]int)
  239. for k, v := range todayTimeDistribution {
  240. todayTimeDistributionRes[timeDuration[k]] = v
  241. }
  242. yesterdayTimeDistributionRes := make(map[string]int)
  243. for k, v := range yesterdayTimeDistribution {
  244. yesterdayTimeDistributionRes[timeDuration[k]] = v
  245. }
  246. return todayTimeDistributionRes, yesterdayTimeDistributionRes, yesterdayCount, todayCount, yesterdayThisTimeCount, nil
  247. }
  248. // 新增设备日趋势图
  249. func GetRegisterDayDistribution(pf string, gid string, startTime string, endTime string) (map[string]int, int, float32, error) {
  250. var registerDays []time.Time
  251. err := global.App.DB.Table("user").
  252. Where("gid", gid).
  253. Where("pf", pf).
  254. Where("createdAt", ">=", startTime).
  255. Where("createdAt", "<=", endTime).
  256. Pluck("createdAt", &registerDays).Error
  257. if err != nil {
  258. return nil, 0, 0, err
  259. }
  260. days := utils.GetTimeDay(startTime, endTime)
  261. todayTimeDistribution := getTimeDistribution(registerDays, days)
  262. daysFormat := utils.GetTimeDayDateFormat(startTime, endTime) //用户分别是在哪天注册的
  263. todayTimeDistributionRes := make(map[string]int)
  264. for k, day := range daysFormat {
  265. todayTimeDistributionRes[day] = todayTimeDistribution[k]
  266. }
  267. return todayTimeDistributionRes, len(registerDays), float32(len(registerDays) / len(days)), nil
  268. }
  269. // 活跃用户趋势图
  270. func GetActiveDayDistribution(pf string, gid string, startTime string, endTime string) (map[string]int, int64, float32, error) {
  271. var activeDays []time.Time
  272. err := global.App.DB.Table("user_login").
  273. Where("gid", gid).
  274. Where("pf", pf).
  275. Where("loginTime", ">=", startTime).
  276. Where("loginTime", "<=", endTime).
  277. Pluck("loginTime", &activeDays).Error
  278. if err != nil {
  279. return nil, 0, 0, err
  280. }
  281. //查询总数(去重)
  282. var count int64
  283. err = global.App.DB.Table("user_login").
  284. Where("gid", gid).
  285. Where("pf", pf).
  286. Where("loginTime", ">=", startTime).
  287. Where("loginTime", "<=", endTime).
  288. Distinct("userId").Count(&count).Error
  289. if err != nil {
  290. return nil, 0, 0, err
  291. }
  292. days := utils.GetTimeDay(startTime, endTime)
  293. todayTimeDistribution := getTimeDistribution(activeDays, days)
  294. daysFormat := utils.GetTimeDayDateFormat(startTime, endTime) //用户分别是在哪天注册的
  295. todayTimeDistributionRes := make(map[string]int)
  296. for k, day := range daysFormat {
  297. todayTimeDistributionRes[day] = todayTimeDistribution[k]
  298. }
  299. return todayTimeDistributionRes, count, float32(len(activeDays) / len(days)), nil
  300. }
  301. // 活跃用户周趋势图
  302. func GetActiveWeekDistribution(pf string, gid string, startTime string, endTime string) (map[string]int, int64, float32, error) {
  303. var activeDays []time.Time
  304. err := global.App.DB.Table("user_login").
  305. Where("gid", gid).
  306. Where("pf", pf).
  307. Where("loginTime", ">=", startTime).
  308. Where("loginTime", "<=", endTime).
  309. Pluck("loginTime", &activeDays).Error
  310. if err != nil {
  311. return nil, 0, 0, err
  312. }
  313. days := utils.GetTimeDay(startTime, endTime)
  314. todayTimeDistribution := getTimeDistribution(activeDays, days)
  315. daysFormat := utils.GetTimeDayDateFormat(startTime, endTime) //用户分别是在哪天注册的
  316. todayTimeDistributionRes := make(map[string]int)
  317. for k, day := range daysFormat {
  318. todayTimeDistributionRes[day] = todayTimeDistribution[k]
  319. }
  320. return todayTimeDistributionRes, 0, float32(len(activeDays) / len(days)), nil
  321. }
  322. // 活跃用户月趋势图
  323. func GetActiveMouthDistribution(pf string, gid string, startTime string, endTime string) (map[string]int, int64, float32, error) {
  324. var activeDays []time.Time
  325. err := global.App.DB.Table("user_login").
  326. Where("gid", gid).
  327. Where("pf", pf).
  328. Where("loginTime", ">=", startTime).
  329. Where("loginTime", "<=", endTime).
  330. Pluck("loginTime", &activeDays).Error
  331. if err != nil {
  332. return nil, 0, 0, err
  333. }
  334. days := utils.GetTimeDay(startTime, endTime)
  335. todayTimeDistribution := getTimeDistribution(activeDays, days)
  336. daysFormat := utils.GetTimeDayDateFormat(startTime, endTime) //用户分别是在哪天注册的
  337. todayTimeDistributionRes := make(map[string]int)
  338. for k, day := range daysFormat {
  339. todayTimeDistributionRes[day] = todayTimeDistribution[k]
  340. }
  341. return todayTimeDistributionRes, 0, float32(len(activeDays) / len(days)), nil
  342. }
  343. func GetLoginDistribution(pf string, gid string, startTime string, endTime string) (map[int]int, float32, error) {
  344. var activeDays []time.Time
  345. err := global.App.DB.Table("user_login").
  346. Where("gid", gid).
  347. Where("pf", pf).
  348. Where("loginTime", ">=", startTime).
  349. Where("loginTime", "<=", endTime).
  350. Pluck("loginTime", &activeDays).Error
  351. if err != nil {
  352. return nil, 0, err
  353. }
  354. days := utils.GetTimeDay(startTime, endTime)
  355. todayTimeDistribution := getTimeDistribution(activeDays, days)
  356. return todayTimeDistribution, float32(len(activeDays) / len(days)), nil
  357. }
  358. // 根据时段对信息进行去重(每个小时只有一条数据是有效的)
  359. func distinctUserHour(data []model.UserLogin) []time.Time {
  360. var result []time.Time
  361. check := make(map[string][]int)
  362. for _, v := range data {
  363. date := v.LoginTime.Format("15")
  364. if !utils.InArray(v.UserId, check[date]) {
  365. check[date] = append(check[date], v.UserId)
  366. result = append(result, v.LoginTime)
  367. }
  368. }
  369. return result
  370. }
  371. // 根据时间求出时段信息
  372. func getTimeDistribution(todayRegister []time.Time, hours []int64) map[int]int {
  373. todayRegisterSum := make(map[int]int)
  374. //长度为1 不需要循环
  375. if len(hours) == 1 {
  376. todayRegisterSum[0] = len(todayRegister)
  377. return todayRegisterSum
  378. }
  379. //循环获取时段信息
  380. var todayRegisterUnix []int64
  381. for _, t := range todayRegister {
  382. todayRegisterUnix = append(todayRegisterUnix, t.Unix())
  383. }
  384. for k := range hours {
  385. todayRegisterSum[k] = 0
  386. }
  387. for _, t := range todayRegisterUnix {
  388. for k := range hours {
  389. if k == 0 {
  390. if t < hours[k+1] {
  391. todayRegisterSum[0]++
  392. }
  393. } else if k == len(hours)-1 {
  394. if t > hours[k] {
  395. todayRegisterSum[len(hours)-1]++
  396. }
  397. } else {
  398. if t > hours[k] && t <= hours[k+1] {
  399. todayRegisterSum[k]++
  400. }
  401. }
  402. }
  403. }
  404. return todayRegisterSum
  405. }
  406. //// 根据日期求出分天信息
  407. //func getDayDistribution(mouthRegister []time.Time, days []int64) {
  408. // var mouthRegisterUnix []int64
  409. // for _, t := range mouthRegister {
  410. // mouthRegisterUnix = append(mouthRegisterUnix, t.Unix())
  411. // }
  412. //
  413. // mouthRegisterSum := make(map[int]int)
  414. // for k := range days {
  415. // mouthRegisterSum[k] = 0
  416. // }
  417. //
  418. // for _, t := range mouthRegisterUnix {
  419. // for k := range days {
  420. // if k == 0 {
  421. // if t < days[k+1] {
  422. // todayRegisterSum[0]++
  423. // }
  424. // } else if k == {
  425. // if t > days[k] {
  426. // todayRegisterSum[23]++
  427. // }
  428. // } else {
  429. // if t > days[k] && t <= days[k+1] {
  430. // todayRegisterSum[k]++
  431. // }
  432. // }
  433. // }
  434. // }
  435. //
  436. //
  437. //}