Asynchronous tasks in Python with Celery + RabbitMQ + Redis

Overview

python-asynchronous-tasks

Setup & Installation

Create a virtual environment and install the dependencies:

$ python -m venv venv
$ source env/bin/activate

$ pip install -r requirements.txt

Start redis and rabbitmq services with docker-compose:

docker-compose up -d

Verify that the services are up and running:

$ docker ps

# Excepted output
27d1b8ced89a   rabbitmq:latest   "docker-entrypoint.s…"   8 minutes ago   Up 8 minutes   4369/tcp, 5671/tcp, 15691-15692/tcp, 25672/tcp, 0.0.0.0:5672->5672/tcp, :::5672->5672/tcp   python-async-tasks_rabbitmq_1
17b72947fb8a   redis:latest      "docker-entrypoint.s…"   8 minutes ago   Up 8 minutes   0.0.0.0:6379->6379/tcp, :::6379->6379/tcp                                                   python-async-tasks_redis_1

Usage

Spin up a new terminal and start the celery worker:

$ celery -A tasks worker -l info --pool=solo

Send a task to celery worker to verify that it's working as excepted: Open a new terminal and get inside python interactive shell, import say_hello function from tasks.py and then call it with delay()

$ python
>>> from tasks import say_hello
>>> say_hello.delay("Valon")
<AsyncResult: 5711efdc-17c7-4f02-bfba-d193c3d28c42>

And in the celery terminal that we started the worker before we should except a result similar to:

INFO/MainProcess] Received task: tasks.say_hello[5711efdc-17c7-4f02-bfba-d193c3d28c42]
INFO/MainProcess] Task tasks.say_hello[5711efdc-17c7-4f02-bfba-d193c3d28c42] succeeded in 5.01600000000326s: 'Hello Valon'

What to do next?

Just expand the usage of the celery, define your tasks and keep doing amazing stuff :)

Contact:

If you have any questions regarding the topic or anything else, feel free to reach to me on:

License

This project is licensed under the terms of the MIT license.

Owner
Valon Januzaj
Back-end Engineer
Valon Januzaj
Accept queue automatically on League of Legends.

Accept queue automatically on League of Legends. I was inspired by the lucassmonn code accept-queue-lol-telegram, and I modify it according to my need

2 Sep 06, 2022
A simple app that provides django integration for RQ (Redis Queue)

Django-RQ Django integration with RQ, a Redis based Python queuing library. Django-RQ is a simple app that allows you to configure your queues in djan

RQ 1.6k Dec 28, 2022
Beatserver, a periodic task scheduler for Django 🎵

Beat Server Beatserver, a periodic task scheduler for django channels | beta software How to install Prerequirements: Follow django channels documenta

Raja Simon 130 Dec 17, 2022
Dagon - An Asynchronous Task Graph Execution Engine

Dagon - An Asynchronous Task Graph Execution Engine Dagon is a job execution sys

8 Nov 17, 2022
Asynchronous tasks in Python with Celery + RabbitMQ + Redis

python-asynchronous-tasks Setup & Installation Create a virtual environment and install the dependencies: $ python -m venv venv $ source env/bin/activ

Valon Januzaj 40 Dec 03, 2022
Simple job queues for Python

Hypothesis Hypothesis is a family of testing libraries which let you write tests parametrized by a source of examples. A Hypothesis implementation the

RQ 8.7k Jan 07, 2023
SAQ (Simple Async Queue) is a simple and performant job queueing framework built on top of asyncio and redis

SAQ SAQ (Simple Async Queue) is a simple and performant job queueing framework built on top of asyncio and redis. It can be used for processing backgr

Toby Mao 117 Dec 30, 2022
Sync Laravel queue with Python. Provides an interface for communication between Laravel and Python.

Python Laravel Queue Queue sync between Python and Laravel using Redis driver. You can process jobs dispatched from Laravel in Python. NOTE: This pack

Sinan Bekar 3 Oct 01, 2022
Redis-backed message queue implementation that can hook into a discord bot written with hikari-lightbulb.

Redis-backed FIFO message queue implementation that can hook into a discord bot written with hikari-lightbulb. This is eventually intended to be the backend communication between a bot and a web dash

thomm.o 7 Dec 05, 2022
A fully-featured e-commerce application powered by Django

kobbyshop - Django Ecommerce App A fully featured e-commerce application powered by Django. Sections Project Description Features Technology Setup Scr

Kwabena Yeboah 2 Feb 15, 2022
Django database backed celery periodic task scheduler with support for task dependency graph

Djag Scheduler (Dj)ango Task D(AG) (Scheduler) Overview Djag scheduler associates scheduling information with celery tasks The task schedule is persis

Mohith Reddy 3 Nov 25, 2022
a little task queue for python

a lightweight alternative. huey is: a task queue (2019-04-01: version 2.0 released) written in python (2.7+, 3.4+) clean and simple API redis, sqlite,

Charles Leifer 4.3k Jan 08, 2023
Pyramid configuration with celery integration. Allows you to use pyramid .ini files to configure celery and have your pyramid configuration inside celery tasks.

Getting Started Include pyramid_celery either by setting your includes in your .ini, or by calling config.include('pyramid_celery'): pyramid.includes

John Anderson 102 Dec 02, 2022
A Django app that integrates with Dramatiq.

django_dramatiq django_dramatiq is a Django app that integrates with Dramatiq. Requirements Django 1.11+ Dramatiq 0.18+ Example You can find an exampl

Bogdan Popa 261 Dec 25, 2022
Full featured redis cache backend for Django.

Redis cache backend for Django This is a Jazzband project. By contributing you agree to abide by the Contributor Code of Conduct and follow the guidel

Jazzband 2.5k Jan 03, 2023
Flower is a web based tool for monitoring and administrating Celery clusters.

Real-time monitor and web admin for Celery distributed task queue

Mher Movsisyan 5.5k Jan 02, 2023
OpenQueue is a experimental CS: GO match system written in asyncio python.

What is OpenQueue OpenQueue is a experimental CS: GO match system written in asyncio python. Please star! This project was a lot of work & still has a

OpenQueue 10 May 13, 2022
A fast and reliable background task processing library for Python 3.

dramatiq A fast and reliable distributed task processing library for Python 3. Changelog: https://dramatiq.io/changelog.html Community: https://groups

Bogdan Popa 3.4k Jan 01, 2023
Queuing with django celery and rabbitmq

queuing-with-django-celery-and-rabbitmq Install Python 3.6 or above sudo apt-get install python3.6 Install RabbitMQ sudo apt-get install rabbitmq-ser

1 Dec 22, 2021
Mr. Queue - A distributed worker task queue in Python using Redis & gevent

MRQ MRQ is a distributed task queue for python built on top of mongo, redis and gevent. Full documentation is available on readthedocs Why? MRQ is an

Pricing Assistant 871 Dec 25, 2022