Top 10 Python task-scheduler Projects

celery

43 23,385 9.6 Python

Distributed Task Queue (development branch)

Project mention: Streaming responses to websockets with multiple LLMs, am I going about this wrong? | /r/LangChain | 2023-06-20

So this might be my understanding, but stuff like celery is more like an orchestrator that chunks up workloads (think Hadoop with multiple nodes).
dramatiq

15 4,051 7.3 Python

A fast and reliable background task processing library for Python 3.

Project mention: Dramatiq: A fast and reliable distributed task processing library for Python | news.ycombinator.com | 2024-02-08
WorkOS

workos.com
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rq-scheduler

4 1,384 2.2 Python

A lightweight library that adds job scheduling capabilities to RQ (Redis Queue)

Project mention: Keep the Monolith, but Split the Workloads | news.ycombinator.com | 2023-04-24
girok

5 449 7.6 Python

A powerful and beautiful CLI scheduler
repid

1 58 8.4 Python

Repid framework: simple to use, fast to run and extensible to adopt job scheduler
fastapi-cloud-tasks

2 32 0.0 Python

GCP's Cloud Tasks + Cloud Scheduler + FastAPI = Partial replacement for celery.

Project mention: FastAPI Cloud Tasks | /r/googlecloud | 2023-10-01

We are using https://github.com/Adori/fastapi-cloud-tasks to use Google cloud task with fastapi to trigger cloud tasks functions and schedule tasks. This library does not get updated anymore and before trying to maintain it ourselves we would like to know how other developers are managing cloud tasks en scheduled tasks in the python/fastapi projects?
pyDag

2 24 0.0 Python

Scheduling Big Data Workloads and Data Pipelines in the Cloud with pyDag
InfluxDB

www.influxdata.com
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gtock

1 9 7.0 Python

Fork of GNOME Task Scheduler
nvidia-gpu-scheduler

1 7 0.0 Python

NVIDIA GPU compute task scheduling utility
threaded-cron-task-engine

2 4 2.6 Python

An multi-threaded cron/supervisord replacement which offers a bit more and is dead simple

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-02-08.