25 files changed, 166 insertions, 89 deletions

diff --git a/server/controllers/api/jobs.ts b/server/controllers/api/jobs.ts
index c61b7362f..6a53e3083 100644
--- a/server/controllers/api/jobs.ts
+++ b/server/controllers/api/jobs.ts
@@ -1,3 +1,4 @@
+import { Job as BullJob } from 'bullmq'
 import express from 'express'
 import { HttpStatusCode, Job, JobState, JobType, ResultList, UserRight } from '@shared/models'
 import { isArray } from '../../helpers/custom-validators/misc'
@@ -25,7 +26,7 @@ jobsRouter.post('/pause',
 jobsRouter.post('/resume',
   authenticate,
   ensureUserHasRight(UserRight.MANAGE_JOBS),
-  asyncMiddleware(resumeJobQueue)
+  resumeJobQueue
 )
 
 jobsRouter.get('/:state?',
@@ -54,8 +55,8 @@ async function pauseJobQueue (req: express.Request, res: express.Response) {
   return res.sendStatus(HttpStatusCode.NO_CONTENT_204)
 }
 
-async function resumeJobQueue (req: express.Request, res: express.Response) {
-  await JobQueue.Instance.resume()
+function resumeJobQueue (req: express.Request, res: express.Response) {
+  JobQueue.Instance.resume()
 
   return res.sendStatus(HttpStatusCode.NO_CONTENT_204)
 }
@@ -82,7 +83,7 @@ async function listJobs (req: express.Request, res: express.Response) {
   return res.json(result)
 }
 
-async function formatJob (job: any, state?: JobState): Promise<Job> {
+async function formatJob (job: BullJob, state?: JobState): Promise<Job> {
   const error = isArray(job.stacktrace) && job.stacktrace.length !== 0
     ? job.stacktrace[0]
     : null
@@ -90,9 +91,9 @@ async function formatJob (job: any, state?: JobState): Promise<Job> {
   return {
     id: job.id,
     state: state || await job.getState(),
-    type: job.queue.name as JobType,
+    type: job.queueName as JobType,
     data: job.data,
-    progress: await job.progress(),
+    progress: job.progress as number,
     priority: job.opts.priority,
     error,
     createdAt: new Date(job.timestamp),
diff --git a/server/controllers/api/videos/update.ts b/server/controllers/api/videos/update.ts
index 65a7321fd..1545a2232 100644
--- a/server/controllers/api/videos/update.ts
+++ b/server/controllers/api/videos/update.ts
@@ -199,7 +199,7 @@ async function updateTorrentsMetadataIfNeeded (video: MVideoFullLight, videoInfo
     const payload: ManageVideoTorrentPayload = { action: 'update-metadata', videoId: video.id, videoFileId: file.id }
 
     const job = await JobQueue.Instance.createJobWithPromise({ type: 'manage-video-torrent', payload })
-    await job.finished()
+    await JobQueue.Instance.waitJob(job)
   }
 
   const hls = video.getHLSPlaylist()
@@ -208,7 +208,7 @@ async function updateTorrentsMetadataIfNeeded (video: MVideoFullLight, videoInfo
     const payload: ManageVideoTorrentPayload = { action: 'update-metadata', streamingPlaylistId: hls.id, videoFileId: file.id }
 
     const job = await JobQueue.Instance.createJobWithPromise({ type: 'manage-video-torrent', payload })
-    await job.finished()
+    await JobQueue.Instance.waitJob(job)
   }
 
   // Refresh video since files have changed
diff --git a/server/controllers/api/videos/upload.ts b/server/controllers/api/videos/upload.ts
index 3ce66c9ca..4a9d7b619 100644
--- a/server/controllers/api/videos/upload.ts
+++ b/server/controllers/api/videos/upload.ts
@@ -17,6 +17,7 @@ import {
 import { VideoPathManager } from '@server/lib/video-path-manager'
 import { buildNextVideoState } from '@server/lib/video-state'
 import { openapiOperationDoc } from '@server/middlewares/doc'
+import { VideoSourceModel } from '@server/models/video/video-source'
 import { MVideoFile, MVideoFullLight } from '@server/types/models'
 import { getLowercaseExtension } from '@shared/core-utils'
 import { isAudioFile, uuidToShort } from '@shared/extra-utils'
@@ -44,7 +45,6 @@ import {
 import { ScheduleVideoUpdateModel } from '../../../models/video/schedule-video-update'
 import { VideoModel } from '../../../models/video/video'
 import { VideoFileModel } from '../../../models/video/video-file'
-import { VideoSourceModel } from '@server/models/video/video-source'
 
 const lTags = loggerTagsFactory('api', 'video')
 const auditLogger = auditLoggerFactory('videos')
@@ -270,7 +270,7 @@ async function createTorrentFederate (video: MVideoFullLight, videoFile: MVideoF
   const payload: ManageVideoTorrentPayload = { videoId: video.id, videoFileId: videoFile.id, action: 'create' }
 
   const job = await JobQueue.Instance.createJobWithPromise({ type: 'manage-video-torrent', payload })
-  await job.finished()
+  await JobQueue.Instance.waitJob(job)
 
   const refreshedVideo = await VideoModel.loadFull(video.id)
   if (!refreshedVideo) return
diff --git a/server/helpers/custom-validators/jobs.ts b/server/helpers/custom-validators/jobs.ts
index f6777ecd5..c168b3e91 100644
--- a/server/helpers/custom-validators/jobs.ts
+++ b/server/helpers/custom-validators/jobs.ts
@@ -2,7 +2,7 @@ import { JobState } from '../../../shared/models'
 import { exists } from './misc'
 import { jobTypes } from '@server/lib/job-queue/job-queue'
 
-const jobStates: JobState[] = [ 'active', 'completed', 'failed', 'waiting', 'delayed', 'paused' ]
+const jobStates: JobState[] = [ 'active', 'completed', 'failed', 'waiting', 'delayed', 'paused', 'waiting-children' ]
 
 function isValidJobState (value: JobState) {
   return exists(value) && jobStates.includes(value)
diff --git a/server/helpers/ffmpeg/ffmpeg-commons.ts b/server/helpers/ffmpeg/ffmpeg-commons.ts
index ee338889c..b01989899 100644
--- a/server/helpers/ffmpeg/ffmpeg-commons.ts
+++ b/server/helpers/ffmpeg/ffmpeg-commons.ts
@@ -1,4 +1,4 @@
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import ffmpeg, { FfmpegCommand } from 'fluent-ffmpeg'
 import { execPromise } from '@server/helpers/core-utils'
 import { logger, loggerTagsFactory } from '@server/helpers/logger'
@@ -81,7 +81,7 @@ async function runCommand (options: {
       command.on('progress', progress => {
         if (!progress.percent) return
 
-        job.progress(Math.round(progress.percent))
+        job.updateProgress(Math.round(progress.percent))
           .catch(err => logger.warn('Cannot set ffmpeg job progress.', { err, ...lTags() }))
       })
     }
diff --git a/server/helpers/ffmpeg/ffmpeg-vod.ts b/server/helpers/ffmpeg/ffmpeg-vod.ts
index f84157e0f..7a81a1313 100644
--- a/server/helpers/ffmpeg/ffmpeg-vod.ts
+++ b/server/helpers/ffmpeg/ffmpeg-vod.ts
@@ -1,4 +1,4 @@
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import { FfmpegCommand } from 'fluent-ffmpeg'
 import { readFile, writeFile } from 'fs-extra'
 import { dirname } from 'path'
diff --git a/server/initializers/constants.ts b/server/initializers/constants.ts
index 8165a289d..db43c59be 100644
--- a/server/initializers/constants.ts
+++ b/server/initializers/constants.ts
@@ -1,4 +1,4 @@
-import { CronRepeatOptions, EveryRepeatOptions } from 'bull'
+import { RepeatOptions } from 'bullmq'
 import { randomBytes } from 'crypto'
 import { invert } from 'lodash'
 import { join } from 'path'
@@ -197,7 +197,7 @@ const JOB_TTL: { [id in JobType]: number } = {
   'manage-video-torrent': 1000 * 3600 * 3, // 3 hours
   'move-to-object-storage': 1000 * 60 * 60 * 3 // 3 hours
 }
-const REPEAT_JOBS: { [ id in JobType ]?: EveryRepeatOptions | CronRepeatOptions } = {
+const REPEAT_JOBS: { [ id in JobType ]?: RepeatOptions } = {
   'videos-views-stats': {
     cron: randomInt(1, 20) + ' * * * *' // Between 1-20 minutes past the hour
   },
diff --git a/server/lib/job-queue/handlers/activitypub-cleaner.ts b/server/lib/job-queue/handlers/activitypub-cleaner.ts
index 3d7dc6fb9..84c0a2de2 100644
--- a/server/lib/job-queue/handlers/activitypub-cleaner.ts
+++ b/server/lib/job-queue/handlers/activitypub-cleaner.ts
@@ -1,5 +1,5 @@
 import { map } from 'bluebird'
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import {
   isAnnounceActivityValid,
   isDislikeActivityValid,
diff --git a/server/lib/job-queue/handlers/activitypub-follow.ts b/server/lib/job-queue/handlers/activitypub-follow.ts
index 2ee98171c..944da5be1 100644
--- a/server/lib/job-queue/handlers/activitypub-follow.ts
+++ b/server/lib/job-queue/handlers/activitypub-follow.ts
@@ -1,4 +1,4 @@
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import { getLocalActorFollowActivityPubUrl } from '@server/lib/activitypub/url'
 import { ActivitypubFollowPayload } from '@shared/models'
 import { sanitizeHost } from '../../../helpers/core-utils'
diff --git a/server/lib/job-queue/handlers/activitypub-http-broadcast.ts b/server/lib/job-queue/handlers/activitypub-http-broadcast.ts
index 709e8501f..354c608fb 100644
--- a/server/lib/job-queue/handlers/activitypub-http-broadcast.ts
+++ b/server/lib/job-queue/handlers/activitypub-http-broadcast.ts
@@ -1,5 +1,5 @@
 import { map } from 'bluebird'
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import { buildGlobalHeaders, buildSignedRequestOptions, computeBody } from '@server/lib/activitypub/send'
 import { ActorFollowHealthCache } from '@server/lib/actor-follow-health-cache'
 import { ActivitypubHttpBroadcastPayload } from '@shared/models'
diff --git a/server/lib/job-queue/handlers/activitypub-http-fetcher.ts b/server/lib/job-queue/handlers/activitypub-http-fetcher.ts
index de533de6c..e0b841887 100644
--- a/server/lib/job-queue/handlers/activitypub-http-fetcher.ts
+++ b/server/lib/job-queue/handlers/activitypub-http-fetcher.ts
@@ -1,4 +1,4 @@
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import { ActivitypubHttpFetcherPayload, FetchType } from '@shared/models'
 import { logger } from '../../../helpers/logger'
 import { VideoModel } from '../../../models/video/video'
diff --git a/server/lib/job-queue/handlers/activitypub-http-unicast.ts b/server/lib/job-queue/handlers/activitypub-http-unicast.ts
index 99bcd3e8d..837a597a5 100644
--- a/server/lib/job-queue/handlers/activitypub-http-unicast.ts
+++ b/server/lib/job-queue/handlers/activitypub-http-unicast.ts
@@ -1,4 +1,4 @@
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import { buildGlobalHeaders, buildSignedRequestOptions, computeBody } from '@server/lib/activitypub/send'
 import { ActivitypubHttpUnicastPayload } from '@shared/models'
 import { logger } from '../../../helpers/logger'
diff --git a/server/lib/job-queue/handlers/activitypub-refresher.ts b/server/lib/job-queue/handlers/activitypub-refresher.ts
index 92ceed180..600f858a0 100644
--- a/server/lib/job-queue/handlers/activitypub-refresher.ts
+++ b/server/lib/job-queue/handlers/activitypub-refresher.ts
@@ -1,4 +1,4 @@
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import { refreshVideoPlaylistIfNeeded } from '@server/lib/activitypub/playlists'
 import { refreshVideoIfNeeded } from '@server/lib/activitypub/videos'
 import { loadVideoByUrl } from '@server/lib/model-loaders'
diff --git a/server/lib/job-queue/handlers/actor-keys.ts b/server/lib/job-queue/handlers/actor-keys.ts
index 9d5a65376..4a5bad9fb 100644
--- a/server/lib/job-queue/handlers/actor-keys.ts
+++ b/server/lib/job-queue/handlers/actor-keys.ts
@@ -1,4 +1,4 @@
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import { generateAndSaveActorKeys } from '@server/lib/activitypub/actors'
 import { ActorModel } from '@server/models/actor/actor'
 import { ActorKeysPayload } from '@shared/models'
diff --git a/server/lib/job-queue/handlers/email.ts b/server/lib/job-queue/handlers/email.ts
index 6fc1caa84..b5b9475b1 100644
--- a/server/lib/job-queue/handlers/email.ts
+++ b/server/lib/job-queue/handlers/email.ts
@@ -1,4 +1,4 @@
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import { EmailPayload } from '@shared/models'
 import { logger } from '../../../helpers/logger'
 import { Emailer } from '../../emailer'
diff --git a/server/lib/job-queue/handlers/manage-video-torrent.ts b/server/lib/job-queue/handlers/manage-video-torrent.ts
index dfd4e6140..4505ca79e 100644
--- a/server/lib/job-queue/handlers/manage-video-torrent.ts
+++ b/server/lib/job-queue/handlers/manage-video-torrent.ts
@@ -1,4 +1,4 @@
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import { createTorrentAndSetInfoHash, updateTorrentMetadata } from '@server/helpers/webtorrent'
 import { VideoModel } from '@server/models/video/video'
 import { VideoFileModel } from '@server/models/video/video-file'
diff --git a/server/lib/job-queue/handlers/move-to-object-storage.ts b/server/lib/job-queue/handlers/move-to-object-storage.ts
index 49064052c..d608fd865 100644
--- a/server/lib/job-queue/handlers/move-to-object-storage.ts
+++ b/server/lib/job-queue/handlers/move-to-object-storage.ts
@@ -1,4 +1,4 @@
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import { remove } from 'fs-extra'
 import { join } from 'path'
 import { logger, loggerTagsFactory } from '@server/helpers/logger'
diff --git a/server/lib/job-queue/handlers/video-file-import.ts b/server/lib/job-queue/handlers/video-file-import.ts
index 71c5444af..40c44cf52 100644
--- a/server/lib/job-queue/handlers/video-file-import.ts
+++ b/server/lib/job-queue/handlers/video-file-import.ts
@@ -1,4 +1,4 @@
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import { copy, stat } from 'fs-extra'
 import { createTorrentAndSetInfoHash } from '@server/helpers/webtorrent'
 import { CONFIG } from '@server/initializers/config'
diff --git a/server/lib/job-queue/handlers/video-import.ts b/server/lib/job-queue/handlers/video-import.ts
index 4cde26aef..e5cd35865 100644
--- a/server/lib/job-queue/handlers/video-import.ts
+++ b/server/lib/job-queue/handlers/video-import.ts
@@ -1,4 +1,4 @@
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import { move, remove, stat } from 'fs-extra'
 import { retryTransactionWrapper } from '@server/helpers/database-utils'
 import { YoutubeDLWrapper } from '@server/helpers/youtube-dl'
diff --git a/server/lib/job-queue/handlers/video-live-ending.ts b/server/lib/job-queue/handlers/video-live-ending.ts
index 78d0b2192..79002258c 100644
--- a/server/lib/job-queue/handlers/video-live-ending.ts
+++ b/server/lib/job-queue/handlers/video-live-ending.ts
@@ -1,4 +1,4 @@
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import { readdir, remove } from 'fs-extra'
 import { join } from 'path'
 import { ffprobePromise, getAudioStream, getVideoStreamDimensionsInfo, getVideoStreamDuration } from '@server/helpers/ffmpeg'
diff --git a/server/lib/job-queue/handlers/video-redundancy.ts b/server/lib/job-queue/handlers/video-redundancy.ts
index 9cb7a6589..75ab2cd02 100644
--- a/server/lib/job-queue/handlers/video-redundancy.ts
+++ b/server/lib/job-queue/handlers/video-redundancy.ts
@@ -1,4 +1,4 @@
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import { VideosRedundancyScheduler } from '@server/lib/schedulers/videos-redundancy-scheduler'
 import { VideoRedundancyPayload } from '@shared/models'
 import { logger } from '../../../helpers/logger'
diff --git a/server/lib/job-queue/handlers/video-studio-edition.ts b/server/lib/job-queue/handlers/video-studio-edition.ts
index 735150d57..078243538 100644
--- a/server/lib/job-queue/handlers/video-studio-edition.ts
+++ b/server/lib/job-queue/handlers/video-studio-edition.ts
@@ -1,4 +1,4 @@
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import { move, remove } from 'fs-extra'
 import { join } from 'path'
 import { addIntroOutro, addWatermark, cutVideo } from '@server/helpers/ffmpeg'
diff --git a/server/lib/job-queue/handlers/video-transcoding.ts b/server/lib/job-queue/handlers/video-transcoding.ts
index 4e5e97919..8dbae8c42 100644
--- a/server/lib/job-queue/handlers/video-transcoding.ts
+++ b/server/lib/job-queue/handlers/video-transcoding.ts
@@ -1,4 +1,4 @@
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import { TranscodeVODOptionsType } from '@server/helpers/ffmpeg'
 import { Hooks } from '@server/lib/plugins/hooks'
 import { addTranscodingJob, getTranscodingJobPriority } from '@server/lib/video'
diff --git a/server/lib/job-queue/job-queue.ts b/server/lib/job-queue/job-queue.ts
index 0ae325f4d..0cf5d53ce 100644
--- a/server/lib/job-queue/job-queue.ts
+++ b/server/lib/job-queue/job-queue.ts
@@ -1,7 +1,19 @@
-import Bull, { Job, JobOptions, Queue } from 'bull'
+import {
+  Job,
+  JobsOptions,
+  Queue,
+  QueueEvents,
+  QueueEventsOptions,
+  QueueOptions,
+  QueueScheduler,
+  QueueSchedulerOptions,
+  Worker,
+  WorkerOptions
+} from 'bullmq'
 import { jobStates } from '@server/helpers/custom-validators/jobs'
 import { CONFIG } from '@server/initializers/config'
 import { processVideoRedundancy } from '@server/lib/job-queue/handlers/video-redundancy'
+import { timeoutPromise } from '@shared/core-utils'
 import {
   ActivitypubFollowPayload,
   ActivitypubHttpBroadcastPayload,
@@ -120,7 +132,11 @@ class JobQueue {
 
   private static instance: JobQueue
 
+  private workers: { [id in JobType]?: Worker } = {}
   private queues: { [id in JobType]?: Queue } = {}
+  private queueSchedulers: { [id in JobType]?: QueueScheduler } = {}
+  private queueEvents: { [id in JobType]?: QueueEvents } = {}
+
   private initialized = false
   private jobRedisPrefix: string
 
@@ -134,75 +150,131 @@ class JobQueue {
 
     this.jobRedisPrefix = 'bull-' + WEBSERVER.HOST
 
-    const queueOptions: Bull.QueueOptions = {
+    for (const handlerName of (Object.keys(handlers) as JobType[])) {
+      this.buildWorker(handlerName, produceOnly)
+      this.buildQueue(handlerName)
+      this.buildQueueScheduler(handlerName, produceOnly)
+      this.buildQueueEvent(handlerName, produceOnly)
+    }
+
+    this.addRepeatableJobs()
+  }
+
+  private buildWorker (handlerName: JobType, produceOnly: boolean) {
+    const workerOptions: WorkerOptions = {
+      autorun: !produceOnly,
+      concurrency: this.getJobConcurrency(handlerName),
       prefix: this.jobRedisPrefix,
-      redis: {
-        password: CONFIG.REDIS.AUTH,
-        db: CONFIG.REDIS.DB,
-        host: CONFIG.REDIS.HOSTNAME,
-        port: CONFIG.REDIS.PORT,
-        path: CONFIG.REDIS.SOCKET
-      },
-      settings: {
-        maxStalledCount: 10 // transcoding could be long, so jobs can often be interrupted by restarts
-      }
+      connection: this.getRedisConnection()
     }
 
-    for (const handlerName of (Object.keys(handlers) as JobType[])) {
-      const queue = new Bull(handlerName, queueOptions)
+    const handler = function (job: Job) {
+      const timeout = JOB_TTL[handlerName]
+      const p = handlers[handlerName](job)
 
-      if (produceOnly) {
-        queue.pause(true)
-             .catch(err => logger.error('Cannot pause queue %s in produced only job queue', handlerName, { err }))
-      }
+      if (!timeout) return p
 
-      const handler = handlers[handlerName]
+      return timeoutPromise(p, timeout)
+    }
 
-      queue.process(this.getJobConcurrency(handlerName), async (jobArg: Job<any>) => {
-        const job = await Hooks.wrapObject(jobArg, 'filter:job-queue.process.params', { type: handlerName })
+    const processor = async (jobArg: Job<any>) => {
+      const job = await Hooks.wrapObject(jobArg, 'filter:job-queue.process.params', { type: handlerName })
 
-        return Hooks.wrapPromiseFun(handler, job, 'filter:job-queue.process.result')
-      }).catch(err => logger.error('Error in job queue processor %s.', handlerName, { err }))
+      return Hooks.wrapPromiseFun(handler, job, 'filter:job-queue.process.result')
+    }
 
-      queue.on('failed', (job, err) => {
-        const logLevel = silentFailure.has(handlerName)
-          ? 'debug'
-          : 'error'
+    const worker = new Worker(handlerName, processor, workerOptions)
 
-        logger.log(logLevel, 'Cannot execute job %d in queue %s.', job.id, handlerName, { payload: job.data, err })
+    worker.on('failed', (job, err) => {
+      const logLevel = silentFailure.has(handlerName)
+        ? 'debug'
+        : 'error'
 
-        if (errorHandlers[job.name]) {
-          errorHandlers[job.name](job, err)
-            .catch(err => logger.error('Cannot run error handler for job failure %d in queue %s.', job.id, handlerName, { err }))
-        }
-      })
+      logger.log(logLevel, 'Cannot execute job %s in queue %s.', job.id, handlerName, { payload: job.data, err })
 
-      queue.on('error', err => {
-        logger.error('Error in job queue %s.', handlerName, { err })
-      })
+      if (errorHandlers[job.name]) {
+        errorHandlers[job.name](job, err)
+          .catch(err => logger.error('Cannot run error handler for job failure %d in queue %s.', job.id, handlerName, { err }))
+      }
+    })
 
-      this.queues[handlerName] = queue
+    worker.on('error', err => {
+      logger.error('Error in job queue %s.', handlerName, { err })
+    })
+
+    this.workers[handlerName] = worker
+  }
+
+  private buildQueue (handlerName: JobType) {
+    const queueOptions: QueueOptions = {
+      connection: this.getRedisConnection(),
+      prefix: this.jobRedisPrefix
     }
 
-    this.addRepeatableJobs()
+    this.queues[handlerName] = new Queue(handlerName, queueOptions)
+  }
+
+  private buildQueueScheduler (handlerName: JobType, produceOnly: boolean) {
+    const queueSchedulerOptions: QueueSchedulerOptions = {
+      autorun: !produceOnly,
+      connection: this.getRedisConnection(),
+      prefix: this.jobRedisPrefix,
+      maxStalledCount: 10
+    }
+    this.queueSchedulers[handlerName] = new QueueScheduler(handlerName, queueSchedulerOptions)
   }
 
-  terminate () {
-    for (const queueName of Object.keys(this.queues)) {
-      const queue = this.queues[queueName]
-      queue.close()
+  private buildQueueEvent (handlerName: JobType, produceOnly: boolean) {
+    const queueEventsOptions: QueueEventsOptions = {
+      autorun: !produceOnly,
+      connection: this.getRedisConnection(),
+      prefix: this.jobRedisPrefix
     }
+    this.queueEvents[handlerName] = new QueueEvents(handlerName, queueEventsOptions)
+  }
+
+  private getRedisConnection () {
+    return {
+      password: CONFIG.REDIS.AUTH,
+      db: CONFIG.REDIS.DB,
+      host: CONFIG.REDIS.HOSTNAME,
+      port: CONFIG.REDIS.PORT,
+      path: CONFIG.REDIS.SOCKET
+    }
+  }
+
+  async terminate () {
+    const promises = Object.keys(this.workers)
+      .map(handlerName => {
+        const worker: Worker = this.workers[handlerName]
+        const queue: Queue = this.queues[handlerName]
+        const queueScheduler: QueueScheduler = this.queueSchedulers[handlerName]
+        const queueEvent: QueueEvents = this.queueEvents[handlerName]
+
+        return Promise.all([
+          worker.close(false),
+          queue.close(),
+          queueScheduler.close(),
+          queueEvent.close()
+        ])
+      })
+
+    return Promise.all(promises)
   }
 
   async pause () {
-    for (const handler of Object.keys(this.queues)) {
-      await this.queues[handler].pause(true)
+    for (const handler of Object.keys(this.workers)) {
+      const worker: Worker = this.workers[handler]
+
+      await worker.pause()
     }
   }
 
-  async resume () {
-    for (const handler of Object.keys(this.queues)) {
-      await this.queues[handler].resume(true)
+  resume () {
+    for (const handler of Object.keys(this.workers)) {
+      const worker: Worker = this.workers[handler]
+
+      worker.resume()
     }
   }
 
@@ -211,22 +283,21 @@ class JobQueue {
         .catch(err => logger.error('Cannot create job.', { err, obj }))
   }
 
-  createJobWithPromise (obj: CreateJobArgument, options: CreateJobOptions = {}) {
+  async createJobWithPromise (obj: CreateJobArgument, options: CreateJobOptions = {}) {
     const queue: Queue = this.queues[obj.type]
     if (queue === undefined) {
       logger.error('Unknown queue %s: cannot create job.', obj.type)
       return
     }
 
-    const jobArgs: JobOptions = {
+    const jobArgs: JobsOptions = {
       backoff: { delay: 60 * 1000, type: 'exponential' },
       attempts: JOB_ATTEMPTS[obj.type],
-      timeout: JOB_TTL[obj.type],
       priority: options.priority,
       delay: options.delay
     }
 
-    return queue.add(obj.payload, jobArgs)
+    return queue.add('job', obj.payload, jobArgs)
   }
 
   async listForApi (options: {
@@ -244,7 +315,8 @@ class JobQueue {
     const filteredJobTypes = this.filterJobTypes(jobType)
 
     for (const jobType of filteredJobTypes) {
-      const queue = this.queues[jobType]
+      const queue: Queue = this.queues[jobType]
+
       if (queue === undefined) {
         logger.error('Unknown queue %s to list jobs.', jobType)
         continue
@@ -297,18 +369,22 @@ class JobQueue {
 
   async removeOldJobs () {
     for (const key of Object.keys(this.queues)) {
-      const queue = this.queues[key]
-      await queue.clean(JOB_COMPLETED_LIFETIME, 'completed')
+      const queue: Queue = this.queues[key]
+      await queue.clean(JOB_COMPLETED_LIFETIME, 100, 'completed')
     }
   }
 
+  waitJob (job: Job) {
+    return job.waitUntilFinished(this.queueEvents[job.queueName])
+  }
+
   private addRepeatableJobs () {
-    this.queues['videos-views-stats'].add({}, {
+    this.queues['videos-views-stats'].add('job', {}, {
       repeat: REPEAT_JOBS['videos-views-stats']
     }).catch(err => logger.error('Cannot add repeatable job.', { err }))
 
     if (CONFIG.FEDERATION.VIDEOS.CLEANUP_REMOTE_INTERACTIONS) {
-      this.queues['activitypub-cleaner'].add({}, {
+      this.queues['activitypub-cleaner'].add('job', {}, {
         repeat: REPEAT_JOBS['activitypub-cleaner']
       }).catch(err => logger.error('Cannot add repeatable job.', { err }))
     }
diff --git a/server/lib/transcoding/transcoding.ts b/server/lib/transcoding/transcoding.ts
index 070c7ebda..07eee4122 100644
--- a/server/lib/transcoding/transcoding.ts
+++ b/server/lib/transcoding/transcoding.ts
@@ -1,4 +1,4 @@
-import { Job } from 'bull'
+import { Job } from 'bullmq'
 import { copyFile, ensureDir, move, remove, stat } from 'fs-extra'
 import { basename, extname as extnameUtil, join } from 'path'
 import { toEven } from '@server/helpers/core-utils'