package service import ( "context" "fmt" "math" "sort" "strconv" "time" "go-common/app/admin/main/apm/model/ut" "go-common/library/log" xtime "go-common/library/time" ) // RankTen find data and avg(coverage) func (s *Service) RankTen(c context.Context, order string) (ranks []*ut.RankResp, err error) { s.ranksCache.Lock() allRanks := s.ranksCache.Slice s.ranksCache.Unlock() ranksLen := len(allRanks) if ranksLen == 0 { log.Info("s.RankTen order(%s) ranks is empty", order) return } if ranksLen > 10 { ranksLen = 10 } if order == "desc" { sort.Slice(allRanks, func(i, j int) bool { return allRanks[i].Score > allRanks[j].Score }) } else { sort.Slice(allRanks, func(i, j int) bool { return allRanks[i].Score < allRanks[j].Score }) } ranks = append(ranks, allRanks[0:ranksLen]...) return } // UserRank return one's rank func (s *Service) UserRank(c context.Context, username string) (rank *ut.RankResp, err error) { s.ranksCache.Lock() allRanks := s.ranksCache.Map s.ranksCache.Unlock() if len(allRanks) == 0 { log.Info("s.RankTen(%s) ranks is empty", username) return } rank = allRanks[username] return } // RanksCache flush cache for ranks. func (s *Service) RanksCache(c context.Context) (err error) { s.ranksCache.Lock() defer s.ranksCache.Unlock() var ( rankSlice []*ut.RankResp rankMap = make(map[string]*ut.RankResp) endTime = time.Now().AddDate(0, -3, 0).Format("2006-01-02 15:04:05") ) if err = s.DB.Table("ut_merge").Raw("select * from (select ut_commit.username,ROUND(avg(coverage)/100,2) AS coverage,ROUND(SUM(passed)/SUM(assertions),2)*100 AS pass_rate, SUM(assertions)AS assertions, SUM(passed) AS passed, MAX(ut_commit.mtime) as mtime from ut_merge,ut_commit,ut_pkganls where ut_merge.merge_id=ut_commit.merge_id and ut_commit.commit_id=ut_pkganls.commit_id and ut_merge.is_merged=1 and ut_merge.mtime >=? and (ut_pkganls.pkg!=substring_index(ut_pkganls.pkg,'/',5) or ut_pkganls.pkg like 'go-common/library/%') GROUP BY ut_commit.username) as t1", endTime). Find(&rankSlice).Error; err != nil { log.Error("RankResult error(%v)", err) return } total := len(rankSlice) for _, rank := range rankSlice { rank.Total = total rank.Newton = NewtonScore(rank.Mtime) Score := rank.Coverage * WilsonScore(rank.Passed, rank.Assertions) * rank.Newton rank.Score, _ = strconv.ParseFloat(fmt.Sprintf("%.2f", Score), 64) } // desc sort.Slice(rankSlice, func(i, j int) bool { return rankSlice[i].Score > rankSlice[j].Score }) for index, rank := range rankSlice { rank.Rank = index + 1 rank.AvatarURL, _ = s.dao.GitLabFace(c, rank.UserName) rankMap[rank.UserName] = rank if history, ok := s.ranksCache.Map[rank.UserName]; ok { rank.Change = history.Rank - rank.Rank } } s.ranksCache.Map = rankMap s.ranksCache.Slice = rankSlice return } //WilsonScore Wilson-score-interval func WilsonScore(pos int, total int) (score float64) { z := float64(1.96) posRat := float64(pos) / float64(total) score = (posRat + math.Pow(z, 2)/(2*float64(total))) / (1 + math.Pow(z, 2)/float64(total)) return } // NewtonScore . Newton's Law of Cooling // 冷却因子经我们需求计算 a = 0.02 // deltaDays<7 day -a*x^2+b >7 NewTonScore func NewtonScore(maxMtime xtime.Time) (score float64) { deltaDays := int(time.Since(maxMtime.Time()).Hours() / 24) if deltaDays <= int(7) { score = -(float64(0.0012))*math.Pow(float64(deltaDays), 2) + float64(1) return } score = math.Exp(-(float64(0.02) * float64(deltaDays))) return }