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wakapi/services/aggregation.go

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package services
import (
"errors"
datastructure "github.com/duke-git/lancet/v2/datastructure/set"
"github.com/emvi/logbuch"
"github.com/muety/wakapi/config"
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"runtime"
"sync"
"time"
"github.com/go-co-op/gocron"
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"github.com/muety/wakapi/models"
)
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const (
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aggregateIntervalDays int = 1
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)
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var aggregationLock = sync.Mutex{}
type AggregationService struct {
config *config.Config
userService IUserService
summaryService ISummaryService
heartbeatService IHeartbeatService
inProgress datastructure.Set[string]
}
func NewAggregationService(userService IUserService, summaryService ISummaryService, heartbeatService IHeartbeatService) *AggregationService {
return &AggregationService{
config: config.Get(),
userService: userService,
summaryService: summaryService,
heartbeatService: heartbeatService,
inProgress: datastructure.NewSet[string](),
}
}
type AggregationJob struct {
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UserID string
From time.Time
To time.Time
}
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// Schedule a job to (re-)generate summaries every day shortly after midnight
func (srv *AggregationService) Schedule() {
s := gocron.NewScheduler(time.Local)
s.Every(1).Day().At(srv.config.App.AggregationTime).WaitForSchedule().Do(srv.Run, datastructure.NewSet[string]())
s.StartBlocking()
}
func (srv *AggregationService) Run(userIds datastructure.Set[string]) error {
if err := srv.lockUsers(userIds); err != nil {
return err
}
defer srv.unlockUsers(userIds)
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jobs := make(chan *AggregationJob)
summaries := make(chan *models.Summary)
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for i := 0; i < runtime.NumCPU(); i++ {
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go srv.summaryWorker(jobs, summaries)
}
for i := 0; i < int(srv.config.Db.MaxConn); i++ {
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go srv.persistWorker(summaries)
}
// don't leak open channels
go func(c1 chan *AggregationJob, c2 chan *models.Summary) {
defer close(c1)
defer close(c2)
time.Sleep(1 * time.Hour)
}(jobs, summaries)
return srv.trigger(jobs, userIds)
}
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func (srv *AggregationService) summaryWorker(jobs <-chan *AggregationJob, summaries chan<- *models.Summary) {
for job := range jobs {
if summary, err := srv.summaryService.Summarize(job.From, job.To, &models.User{ID: job.UserID}, nil); err != nil {
config.Log().Error("failed to generate summary (%v, %v, %s) - %v", job.From, job.To, job.UserID, err)
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} else {
logbuch.Info("successfully generated summary (%v, %v, %s)", job.From, job.To, job.UserID)
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summaries <- summary
}
}
}
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func (srv *AggregationService) persistWorker(summaries <-chan *models.Summary) {
for summary := range summaries {
if err := srv.summaryService.Insert(summary); err != nil {
config.Log().Error("failed to save summary (%v, %v, %s) - %v", summary.UserID, summary.FromTime, summary.ToTime, err)
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}
}
}
func (srv *AggregationService) trigger(jobs chan<- *AggregationJob, userIds datastructure.Set[string]) error {
logbuch.Info("generating summaries")
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// Get a map from user ids to the time of their latest summary or nil if none exists yet
lastUserSummaryTimes, err := srv.summaryService.GetLatestByUser()
if err != nil {
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config.Log().Error(err.Error())
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return err
}
// Get a map from user ids to the time of their earliest heartbeats or nil if none exists yet
firstUserHeartbeatTimes, err := srv.heartbeatService.GetFirstByUsers()
if err != nil {
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config.Log().Error(err.Error())
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return err
}
// Build actual lookup table from it
firstUserHeartbeatLookup := make(map[string]models.CustomTime)
for _, e := range firstUserHeartbeatTimes {
firstUserHeartbeatLookup[e.User] = e.Time
}
// Generate summary aggregation jobs
for _, e := range lastUserSummaryTimes {
if userIds != nil && !userIds.IsEmpty() && !userIds.Contain(e.User) {
continue
}
if e.Time.Valid() {
// Case 1: User has aggregated summaries already
// -> Spawn jobs to create summaries from their latest aggregation to now
generateUserJobs(e.User, e.Time.T(), jobs)
} else if t := firstUserHeartbeatLookup[e.User]; t.Valid() {
// Case 2: User has no aggregated summaries, yet, but has heartbeats
// -> Spawn jobs to create summaries from their first heartbeat to now
generateUserJobs(e.User, t.T(), jobs)
}
// Case 3: User doesn't have heartbeats at all
// -> Nothing to do
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}
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return nil
}
func (srv *AggregationService) lockUsers(userIds datastructure.Set[string]) error {
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aggregationLock.Lock()
defer aggregationLock.Unlock()
for uid := range userIds {
if srv.inProgress.Contain(uid) {
return errors.New("aggregation already in progress for at least of the request users")
}
}
srv.inProgress = srv.inProgress.Union(userIds)
return nil
}
func (srv *AggregationService) unlockUsers(userIds datastructure.Set[string]) {
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aggregationLock.Lock()
defer aggregationLock.Unlock()
for uid := range userIds {
srv.inProgress.Delete(uid)
}
}
func generateUserJobs(userId string, from time.Time, jobs chan<- *AggregationJob) {
var to time.Time
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// Go to next day of either user's first heartbeat or latest aggregation
from = from.Add(-1 * time.Second)
from = time.Date(
from.Year(),
from.Month(),
from.Day()+aggregateIntervalDays,
0, 0, 0, 0,
from.Location(),
)
// Iteratively aggregate per-day summaries until end of yesterday is reached
end := getStartOfToday().Add(-1 * time.Second)
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for from.Before(end) && to.Before(end) {
to = time.Date(
from.Year(),
from.Month(),
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from.Day()+aggregateIntervalDays,
0, 0, 0, 0,
from.Location(),
)
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jobs <- &AggregationJob{userId, from, to}
from = to
}
}
func getStartOfToday() time.Time {
now := time.Now()
return time.Date(now.Year(), now.Month(), now.Day(), 0, 0, 0, 1, now.Location())
}