procrastinate
PostgreSQL-based Task Queue for Python (by procrastinate-org)
arq
Fast job queuing and RPC in python with asyncio and redis. (by samuelcolvin)
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| procrastinate | arq | |
|---|---|---|
| 7 | 4 | |
| 735 | 1,912 | |
| 4.6% | - | |
| 9.6 | 6.9 | |
| 5 days ago | 3 days ago | |
| Python | Python | |
| MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
procrastinate
Posts with mentions or reviews of procrastinate.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-04.
-
Running Procrastinate from command line throwing exception
I did find this PR which adds a much more detailed description of what to do, although some of it is a bit outdated.
- Anything can be a message queue if you use it wrongly enough
-
The Many Problems with Celery
What about https://github.com/procrastinate-org/procrastinate (postgresql task queue with transactions & stuff)
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Keep the Monolith, but Split the Workloads
If you're using PostgreSQL, then
django-postgres-queue: https://github.com/gavinwahl/django-postgres-queue
procrastinate: https://github.com/procrastinate-org/procrastinate/
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Issues/Experience with Procrastinate library for distributed tasks
We chose the Procrastinate library to run periodic tasks.
- Alchemical Queues: (task) queues on pure SQLAlchemy
- Grafana releases OnCall open source project
arq
Posts with mentions or reviews of arq.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-22.
- Future Plan for Arq
- The Many Problems with Celery
-
I made a simple async queueing framework called SAQ! It includes a built in web UI to manage jobs.
I need to process a lot of long running IO heavy jobs with background workers. I've been using ARQ for a while but decided to take a crack at writing my own distributed queue.
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Boilerplates for integration services when you need to sync API resources or databases
Lately I've been writing asynchronous python code and yes, the resource integration problem has come again. Because now from version 1.4 SQLAlchemy has become asynchronous a new boilerplate was created. Now, as a scheduler, I took a completely asynchronous Arq. Considering the specifics of the service, long I/O operations, it seems that the service turned out to be more optimal in asynchronous execution. I haven't measured the performance yet, but I think I'll write another post about it.
What are some alternatives?
When comparing procrastinate and arq you can also consider the following projects:
rq - Simple job queues for Python
celery - Distributed Task Queue (development branch)
KQ - Kafka-based Job Queue for Python
saq - Simple Async Queues
rele - Easy to use Google Pub/Sub
celery-sqlalchemy-boilerplate - Boilerplate for services with Celery, SQLAlchemy, Docker, Alembic and Pytest
huey - a little task queue for python
faust - Python Stream Processing. A Faust fork
Streamz - Real-time stream processing for python
Flask-RQ2 - A Flask extension for RQ.
kombu - Messaging library for Python.
SQLAlchemy - The Database Toolkit for Python