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Top 23 Python Scheduler Projects
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Stream
Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.
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Of course, for something more complex I recommend using rq-scheduler or celery periodic tasks or django-q.
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couler
Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.
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Project mention: Interstellar movie is implemented with Einstein's equations in 40k lines C++ | news.ycombinator.com | 2024-08-14
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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django-q2
A multiprocessing distributed task queue for Django. Django Q2 is a fork of Django Q. Big thanks to Ilan Steemers for starting this project. Unfortunately, development has stalled since June 2021. Django Q2 is the new updated version of Django Q, with dependencies updates, docs updates and several bug fixes. Original repository: https://github.com/Koed00/django-q
Project mention: The definitive guide to using Django with SQLite in production 💡 | dev.to | 2025-01-18django-q2
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scheduler
A simple in-process python scheduler library with asyncio, threading and timezone support. Schedule tasks by their time cycles, fixed times, weekdays, dates, weights, offsets and execution counts and automate Jobs. (by DigonIO)
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AnnA_Anki_neuronal_Appendix
Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity
Project mention: Spaced Repetition Systems Have Gotten Way Better | news.ycombinator.com | 2025-05-18That was actually my very first python project, I made this to go through medical school: https://github.com/thiswillbeyourgithub/AnnA_Anki_neuronal_A...
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dagster-odp
A configuration-driven framework for building Dagster pipelines that enables teams to create and manage data workflows using YAML/JSON instead of code
Project mention: Declarative Data Pipelines: Moving from Code to Configuration | dev.to | 2025-02-04To demonstrate how dagster-odp brings these concepts together, we'll implement the same S3 to BigQuery pipeline we discussed earlier, but using a declarative approach. The complete implementation consists of three main components: resource configuration, task definition, and workflow configuration.
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regta
📅 Production-ready scheduler with async, multithreading and multiprocessing support for Python
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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).
Python Scheduler discussion
Python Scheduler related posts
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Easiest way to run a scheduled Python script?
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Scheduling in Data Engineering
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A note from our sponsor - SaaSHub
www.saashub.com | 18 Jul 2025
Index
What are some of the best open-source Scheduler projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | Airflow | 41,058 |
| 2 | dagster | 13,565 |
| 3 | rocketry | 3,334 |
| 4 | rq-scheduler | 1,487 |
| 5 | flask-apscheduler | 1,130 |
| 6 | couler | 940 |
| 7 | OpenCue | 857 |
| 8 | scheduler-component | 772 |
| 9 | django-q2 | 495 |
| 10 | girok | 481 |
| 11 | TerrariumPI | 439 |
| 12 | Flask-RQ2 | 238 |
| 13 | deck-chores | 207 |
| 14 | diffusion-for-beginners | 164 |
| 15 | beatserver | 142 |
| 16 | walnats | 95 |
| 17 | plugsched | 88 |
| 18 | scheduler | 81 |
| 19 | AnnA_Anki_neuronal_Appendix | 65 |
| 20 | WSPRBeacon | 56 |
| 21 | bale | 46 |
| 22 | dagster-odp | 34 |
| 23 | regta | 22 |
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