knowledgeService.go 11 KB

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  1. package service
  2. import (
  3. cm "app.yhyue.com/moapp/jybase/common"
  4. . "app.yhyue.com/moapp/jybase/encrypt"
  5. elastic "app.yhyue.com/moapp/jybase/esv1"
  6. . "bp.jydev.jianyu360.cn/SocialPlatform/knowledgeBase/entity"
  7. ki "bp.jydev.jianyu360.cn/SocialPlatform/knowledgeBase/rpc/knowledge/init"
  8. "bp.jydev.jianyu360.cn/SocialPlatform/knowledgeBase/rpc/knowledge/knowledgeclient"
  9. "bp.jydev.jianyu360.cn/SocialPlatform/knowledgeBase/rpc/knowledge/util"
  10. "database/sql"
  11. "fmt"
  12. "github.com/zeromicro/go-zero/core/logx"
  13. "log"
  14. "strconv"
  15. "time"
  16. )
  17. type KnowledgeService struct{}
  18. var (
  19. Index = "smart_new"
  20. Type = "smart"
  21. )
  22. // KnowledgeAdd 添加问题
  23. func (k *KnowledgeService) KnowledgeAdd(param *knowledgeclient.AddRequest, segment string) (bool, string) {
  24. //先查找知识库Id
  25. query := map[string]interface{}{"status": 1, "appid": param.AppId, "ent_id": param.EntId}
  26. datalist := Mysql.Find(util.KNOWLEDGE, query, "id", "", -1, -1)
  27. if datalist != nil && *datalist != nil && len(*datalist) > 0 {
  28. //问题进行分词
  29. keywords := ""
  30. keywordsArr := util.HanlpGetNormalWords(param.Question, segment)
  31. if len(keywordsArr) != 0 {
  32. for _, val := range keywordsArr {
  33. keywords += val + " "
  34. }
  35. }
  36. if keywords == "" {
  37. keywords = param.Question
  38. }
  39. createPerson := param.EntUserId
  40. var answerId int64
  41. nowTime := time.Now().Local().Format(util.DateFullLayout)
  42. fool := Mysql.ExecTx("添加知识", func(tx *sql.Tx) bool {
  43. //插入答案
  44. answerData := map[string]interface{}{
  45. "knowledge_id": (*datalist)[0]["id"],
  46. "status": 1,
  47. "create_time": nowTime,
  48. "update_time": nowTime,
  49. "create_person": createPerson,
  50. "content": param.Answer,
  51. }
  52. answerId = Mysql.Insert(util.ANSWER, answerData)
  53. //插入问题
  54. questionData := map[string]interface{}{
  55. "answer_id": answerId,
  56. "content": param.Question,
  57. "keywords": keywords,
  58. }
  59. questionId := Mysql.Insert(util.QUESTION, questionData)
  60. return answerId > 0 && questionId > 0
  61. })
  62. if fool {
  63. //插入es
  64. knowledge := map[string]interface{}{
  65. "knowledgeId": (*datalist)[0]["id"],
  66. "status": 1,
  67. "createTime": time.Now().Unix(),
  68. "createPerson": createPerson,
  69. "answer": param.Answer,
  70. "question": param.Question,
  71. "keywords": keywords,
  72. "answerId": answerId,
  73. "entId": param.EntId,
  74. }
  75. b := elastic.Save(Index, Type, knowledge)
  76. if !b {
  77. logx.Error("es 保存失败")
  78. return false, "es 保存失败"
  79. }
  80. questionVector, err := util.EncodeVector(keywords)
  81. if err != nil {
  82. logx.Error("获取 向量失败 ", err)
  83. return false, "获取 向量失败 :" + err.Error()
  84. }
  85. // 存入向量库
  86. //插入es
  87. knowledgeV := map[string]interface{}{
  88. "mod_time": time.Now().Unix(),
  89. "answer": param.Answer,
  90. "question": param.Question,
  91. "keywords": keywords,
  92. "_id": answerId,
  93. "entId": param.EntId,
  94. "questionVector": questionVector,
  95. }
  96. if !ESV7.Save(ESV7Index, ESV7Type, knowledgeV) {
  97. logx.Error("知识库添加向量失败:", knowledgeV)
  98. return false, "知识库添加向量失败"
  99. }
  100. return b, ""
  101. }
  102. return fool, "插入mysql出错"
  103. }
  104. return false, "租户不存在"
  105. }
  106. // KnowledgeEdit 编辑问题
  107. func (k *KnowledgeService) KnowledgeEdit(param *knowledgeclient.KnowledgeEditReq, segment string) (ok bool) {
  108. ok = false
  109. //获取问题分词
  110. keywords := ""
  111. keywordsArr := util.HanlpGetNormalWords(param.Question, segment)
  112. logx.Info("keywordsArr", keywordsArr)
  113. if len(keywordsArr) != 0 {
  114. for _, val := range keywordsArr {
  115. keywords += val + " "
  116. }
  117. }
  118. if keywords == "" {
  119. keywords = param.Question
  120. }
  121. //通过entUserId获取创建人名称
  122. /*req := &usercenter.EntUserReq{
  123. EntId: param.EntId,
  124. EntUserId: param.EntUserId,
  125. AppId: param.AppId,
  126. }
  127. resp, err := UserCenterLib.GetEntUserInfo(context.Background(), req)
  128. if resp.ErrorCode != 0 {
  129. logx.Info("查询用户中台创建人信息失败", param.EntId, param.EntUserId, "err:", err)
  130. return ok
  131. }*/
  132. createPerson := param.EntUserId
  133. fool := Mysql.ExecTx("编辑问题、答案", func(tx *sql.Tx) bool {
  134. //修改答案
  135. answerUpdate := map[string]interface{}{
  136. "update_time": time.Now().Local().Format(util.DateFullLayout),
  137. "content": param.Answer,
  138. }
  139. ok1 := Mysql.UpdateByTx(tx, util.ANSWER, map[string]interface{}{"id": param.AnswerId}, answerUpdate)
  140. //修改问题
  141. questionUpdate := map[string]interface{}{
  142. "content": param.Question,
  143. "keywords": keywords,
  144. }
  145. ok2 := Mysql.UpdateByTx(tx, util.QUESTION, map[string]interface{}{"answer_id": param.AnswerId}, questionUpdate)
  146. return ok1 && ok2
  147. })
  148. if fool {
  149. query := `{"query":{"bool":{"must":[{"term":{"answerId":"` + strconv.Itoa(int(param.AnswerId)) + `"}}],"must_not":[],"should":[]}},"from":0,"size":10,"sort":[],"facets":{}}`
  150. //修改es数据
  151. newKnowledge := map[string]interface{}{
  152. "knowledgeId": param.KnowledgeId,
  153. "status": 1,
  154. "createTime": time.Now().Unix(),
  155. "createPerson": createPerson,
  156. "answer": param.Answer,
  157. "question": param.Question,
  158. "keywords": keywords,
  159. "answerId": param.AnswerId,
  160. "entId": param.EntId,
  161. }
  162. ok1 := elastic.Del(Index, Type, query)
  163. ok2 := elastic.Save(Index, Type, newKnowledge)
  164. questionVector, err := util.EncodeVector(keywords)
  165. if err != nil {
  166. log.Println("001 获取 向量失败 :" + err.Error())
  167. return false
  168. }
  169. // 存入向量库
  170. //插入es
  171. knowledgeV := map[string]interface{}{
  172. "mod_time": time.Now().Unix(),
  173. "answer": param.Answer,
  174. "question": param.Question,
  175. "_id": param.AnswerId,
  176. "entId": param.EntId,
  177. "keywords": keywords,
  178. "questionVector": questionVector,
  179. }
  180. if !ESV7.Save(ESV7Index, ESV7Type, knowledgeV) {
  181. logx.Error("知识库添加向量失败:", knowledgeV)
  182. }
  183. return ok1 && ok2
  184. }
  185. return ok
  186. }
  187. // KnowledgeList 问题列表
  188. func (k *KnowledgeService) KnowledgeList(param *knowledgeclient.ListRequest) *knowledgeclient.ListData {
  189. var knowledgeList knowledgeclient.ListData
  190. var data []*knowledgeclient.KnowledgeEntity
  191. countSql := fmt.Sprintf("SELECT COUNT(b.id) FROM %s a LEFT JOIN %s b ON a.id = b.knowledge_id LEFT JOIN %s c ON b.id = c.answer_id WHERE b.`status` =1 and a.ent_id=%d", util.KNOWLEDGE, util.ANSWER, util.QUESTION, param.EntId)
  192. count := Mysql.CountBySql(countSql)
  193. if count > 0 {
  194. //列表数据
  195. sql1 := fmt.Sprintf("SELECT b.content as answer,c.content as question,b.id,b.knowledge_id FROM %s a LEFT JOIN %s b ON a.id = b.knowledge_id LEFT JOIN %s c ON b.id = c.answer_id WHERE b.`status` =1 and a.ent_id=? order by b.update_time desc limit ?,?", util.KNOWLEDGE, util.ANSWER, util.QUESTION)
  196. datalist := Mysql.SelectBySql(sql1, param.EntId, (param.PageIndex-1)*param.PageSize, param.PageSize)
  197. if datalist != nil && *datalist != nil && len(*datalist) > 0 {
  198. for _, value := range *datalist {
  199. knowledge := knowledgeclient.KnowledgeEntity{}
  200. knowledge.Answer = cm.ObjToString(value["answer"])
  201. knowledge.Question = cm.ObjToString(value["question"])
  202. knowledge.AnswerId = cm.Int64All(value["id"])
  203. knowledge.KnowledgeId = cm.Int64All(value["knowledge_id"])
  204. data = append(data, &knowledge)
  205. }
  206. }
  207. knowledgeList.Total = count
  208. knowledgeList.Data = data
  209. }
  210. return &knowledgeList
  211. }
  212. // KnowledgeInfo 问题详情
  213. func (k *KnowledgeService) KnowledgeInfo(answerId int64) (data *knowledgeclient.KnowledgeEntity, ok bool) {
  214. //util.ANSWER,util.QUESTION
  215. sql1 := fmt.Sprintf("SELECT b.content as answer,c.content as question,b.id,b.knowledge_id FROM %s b LEFT JOIN %s c ON b.id = c.answer_id WHERE b.`status` =1 AND b.id = %d", util.ANSWER, util.QUESTION, answerId)
  216. datalist := Mysql.SelectBySql(sql1)
  217. if datalist != nil && *datalist != nil && len(*datalist) > 0 {
  218. knowledge := knowledgeclient.KnowledgeEntity{}
  219. knowledge.Answer = cm.ObjToString((*datalist)[0]["answer"])
  220. knowledge.Question = cm.ObjToString((*datalist)[0]["question"])
  221. knowledge.AnswerId = cm.Int64All((*datalist)[0]["id"])
  222. knowledge.KnowledgeId = cm.Int64All((*datalist)[0]["knowledge_id"])
  223. return &knowledge, true
  224. }
  225. return nil, false
  226. }
  227. // KnowledgeDel 删除问题
  228. func (k *KnowledgeService) KnowledgeDel(answerId int64) (ok bool) {
  229. ok = false
  230. //修改答案
  231. answerUpdate := map[string]interface{}{
  232. "update_time": time.Now().Local().Format(util.DateFullLayout),
  233. "status": 0,
  234. }
  235. fool := Mysql.Update(util.ANSWER, map[string]interface{}{"id": answerId}, answerUpdate)
  236. if fool {
  237. //删除es数据
  238. query := `{"query":{"bool":{"must":[{"term":{"answerId":"` + strconv.Itoa(int(answerId)) + `"}}],"must_not":[],"should":[]}},"from":0,"size":1,"sort":[],"facets":{}}`
  239. ok = elastic.Del(Index, Type, query)
  240. if !ESV7.DelById(ESV7Index, ESV7Type, cm.InterfaceToStr(answerId)) {
  241. logx.Error("删除向量库失败:", answerId)
  242. }
  243. }
  244. return ok
  245. }
  246. // FindAnswer 根据问题推荐一个答案
  247. func (k *KnowledgeService) FindAnswer(param *knowledgeclient.FindAnswerReq, addr, index, segment string) *knowledgeclient.Question {
  248. var question knowledgeclient.Question
  249. if len([]rune(param.Question)) <= 1 {
  250. return &question
  251. }
  252. robotEntId := SE.Decode4Hex(param.RobotEntId)
  253. //组装es query
  254. //query := util.DSL4SmartResponse(param.Question, robotEntId, int(param.Type), addr, index, segment)
  255. //问题进行分词
  256. keywords := ""
  257. keywordsArr := util.HanlpGetNormalWords(param.Question, segment)
  258. if len(keywordsArr) != 0 {
  259. for _, val := range keywordsArr {
  260. keywords += val + " "
  261. }
  262. }
  263. if keywords == "" {
  264. keywords = param.Question
  265. }
  266. minScore := 1.75
  267. if len(ki.C.MinScore) > 0 {
  268. minScore = ki.C.MinScore[0]
  269. }
  270. query := util.GetAnswerQueryStr(keywords, robotEntId, 1, minScore)
  271. logx.Info("query:", query)
  272. if query != "" {
  273. res := ESV7.Get(ESV7Index, ESV7Type, query)
  274. if res != nil && len(*res) > 0 {
  275. data := (*res)[0]
  276. question.Answer = cm.ObjToString(data["answer"])
  277. question.Question = cm.ObjToString(data["question"])
  278. }
  279. }
  280. return &question
  281. }
  282. // RecommendAnswer 根据问题推荐三个答案
  283. func (k *KnowledgeService) RecommendAnswer(param *knowledgeclient.FindAnswerReq, segment string, recommendQuestionCount int) []*knowledgeclient.Question {
  284. var (
  285. answers []*knowledgeclient.Question
  286. )
  287. if len([]rune(param.Question)) <= 1 {
  288. return answers
  289. }
  290. limit := 3
  291. if param.ReqSource == 1 {
  292. limit = recommendQuestionCount
  293. }
  294. //问题进行分词
  295. keywords := ""
  296. keywordsArr := util.HanlpGetNormalWords(param.Question, segment)
  297. if len(keywordsArr) != 0 {
  298. for _, val := range keywordsArr {
  299. keywords += val + " "
  300. }
  301. }
  302. if keywords == "" {
  303. keywords = param.Question
  304. }
  305. for i := 0; i < len(ki.C.MinScore); i++ {
  306. query := util.GetAnswerQueryStr(keywords, param.RobotEntId, limit, ki.C.MinScore[i])
  307. logx.Info("query:", query)
  308. res := ESV7.Get(ESV7Index, ESV7Type, query)
  309. logx.Info("res:", res)
  310. if res != nil && len(*res) > 0 {
  311. if i < 1 {
  312. for _, val := range *res {
  313. answers = append(answers, &knowledgeclient.Question{
  314. Question: cm.ObjToString(val["question"]),
  315. Answer: cm.ObjToString(val["answer"]),
  316. })
  317. }
  318. return answers
  319. } else {
  320. answers = append(answers, &knowledgeclient.Question{
  321. Question: cm.ObjToString((*res)[0]["question"]),
  322. Answer: cm.ObjToString((*res)[0]["answer"]),
  323. })
  324. return answers
  325. }
  326. }
  327. }
  328. return answers
  329. }