/verk

A job processing system

Primary LanguageElixirMIT LicenseMIT

Build Status Hex pm Coverage Status Verk

Verk is a job processing system backed by Redis. It uses the same job definition of Sidekiq/Resque.

The goal is to be able to isolate the execution of a queue of jobs as much as possible.

Every queue has its own supervision tree:

  • A pool of workers;
  • A QueueManager that interacts with Redis to get jobs and enqueue them back to be retried if necessary;
  • A WorkersManager that will interact with the QueueManager and the pool to execute jobs.

Verk will hold 1 connection to Redis per queue plus 1 dedicated to the ScheduleManager.

The ScheduleManager fetches jobs from the retry set to be enqueued back to the original queue when it's ready to be retried.

The image below is an overview of Verk's supervision tree running with a queue named default having 5 workers.

Supervision Tree

Feature set:

  • Retry mechanism
  • Dynamic addition/removal of queues
  • Reliable job processing (RPOPLPUSH and Lua scripts to the rescue)

TODO:

  • Error reporting (GenEvent?)
  • Metrics (GenEvent?)
  • Scheduled jobs
  • Store dead jobs (too many retries)
  • JSON API (external library?)

Installation

First, add Verk to your mix.exs dependencies:

def deps do
  [{:verk, "~> 0.1.0"}]
end

and run $ mix deps.get. Now, list the :verk application as your application dependency:

def application do
  [applications: [:verk]]
end

Verk was tested using Redis 2.8+

Workers

A job is defined by a module and arguments:

defmodule ExampleWorker do
  def perform(arg1, arg2) do
    arg1 + arg2
  end
end

This job can be enqueued using Verk.enqueue/1:

Verk.enqueue(%Verk.Job{queue: :default, class: "ExampleWorker", args: [1,2]})

Configuration

Example configuration for verk having 2 queues: default and priority

The queue default will have a maximum of 25 jobs being processed at a time and priority just 10.

config :verk, queues: [default: 25, priority: 10],
              poll_interval: 5000,
              node_id: "1",
              redis_url: "redis://127.0.0.1:6379"

The configuration for releases is still a work in progress.

Queues

It's possible to dynamically add and remove queues from Verk.

Verk.add_queue(:new, 10) # Adds a queue named `new` with 10 workers
Verk.remove_queue(:new) # Terminate and delete the queue named `new`

Reliability

Verk's goal is to never have a job that exists only in memory. It uses Redis as the single source of truth to retry and track jobs that were being processed if some crash happened.

Verk will re-enqueue jobs if the application crashed while jobs were running. It will also retry jobs that failed keeping track of the errors that happened.

The jobs that will run on top of Verk should be idempotent as they may run more than once.

Sponsorship

Initial development sponsored by Carnival.io