TallyJobs

Collect all params of the same jobs within an interval time then enqueue that job only one time.

Installation

gem "tally_jobs"

$ bundle install
$ rails g tally_jobs:install

Usage

Assume that you have a job like this

class ReportSpamCommentJob < ApplicationJob
    queue_as :default

    def perform(comment_id)
        comment = Comment.find(comment_id)
        Report.report_spam_comment(comment) if SpamDetective.check_spam(comment)
    end
end

class CommentController < ApplicationController
    # ...
    def create
        # ...
        ReportSpamCommentJob.enqueue_to_tally(comment.id)
        # ...
    end

    def update
        # ...
        ReportSpamCommentJob.perform_later(comment.id)
        # ...
    end
    # ...
end

In a peak time, a lot of comments are created and so a lot of jobs are enqueued. If we gather all comment ids within a small interval time then enqueue only one job for them, so what we need is just one read query to fetch all comments, and one write query to report all spam comments.

tally_jobs gem help you to do that:

class CommentController < ApplicationController
    # ...
    def create
        # ...
        ReportSpamCommentJob.enqueue_to_tally(comment.id)
        # ...
    end
    # ...
end

class ReportSpamCommentJob < ApplicationJob
    queue_as :default

    include TallyJobs::TallyData

    def perform(*comment_ids)
        comments = Comment.where(id: comment_ids) # one read query
        if spams = SpamDetective.check_spams(comments)
            Report.report_spam_comments(spams) # one write query
        end
    end
end

The basic idea:

• you call YouJob#enqueue_to_tally to enqueue your job to a jobs-queue (in development, it is a Thread::Queue, in production it is Redis List).

• tally_jobs will start a counter thread which, every interval time, will pop enqueued jobs, collect params list group by ActiveJob/ConfiguredJob class, then enqueue each job with its params collection.

Notes

• ActiveJob::ConfiguredJob is counted separately from ActiveJob

  ReportSpamCommentJob.enqueue_to_tally(1)
  ReportSpamCommentJob.enqueue_to_tally(2)
  ReportSpamCommentJob.set(wait_until: Date.tomorrow.noon).enqueue_to_tally(3)
  ReportSpamCommentJob.set(wait_until: Date.tomorrow.noon).enqueue_to_tally(4)
  # => enqueue 2 tally job
  # one for ReportSpamCommentJob with [1,2]
  # and one for [@job_class=ReportSpamCommentJob, @options={:wait_until=>Thu, 25 Apr 2024 12:00:00.000000000 UTC +00:00}] with [3,4]
  #
  

• support perform in-batch

class ReportSpamCommentJob < ApplicationJob
    queue_as :default

    include TallyJobs::TallyData

    batch_size 100

    def perform(one_hundred_comment_ids)
    end
end

• call TallyJobs#stop to stop counter thread, call TallyJobs#restart to restart counter thread

• in tests, just stop counter thread before all test cases, if you want to test job enqueued, you could start/flush/stop counter thread on each test case:

  expect {
      TallyJobs.restart
  
      ReportSpamCommentJob.enqueue_to_tally(3)
      ReportSpamCommentJob.enqueue_to_tally(4)
      ReportSpamCommentJob.enqueue_to_tally(5)
      TallyJobs.flush # force collect and enqueue jobs
      # expect ...
  
      TallyJobs.stop # this is also call flush
  }.to have_enqueued_job(ReportSpamCommentJob).with([3,4,5])
  

Todo

• handling back pressure
• support multiple tally jobs queues base on ActiveJob queue_as, set interval-time for each queue base on it's priority (higher priority, smaller interval time)
• support ActionMailer ???

Contributing

Bug reports and pull requests are welcome on GitHub at https://github.com/[USERNAME]/tally_jobs.