Python Job Scheduler

Open-source Python projects categorized as Job Scheduler
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Top 16 Python Job Scheduler Projects

Job Scheduler

  1. Prefect

    The easiest way to build, run, and monitor data pipelines at scale.

    Project mention: Show HN: Flow – A Dynamic Task Engine for AI Agents Without DAG | news.ycombinator.com | 2024-12-02

    - https://github.com/PrefectHQ/prefect

  2. 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.

    InfluxDB logo

  3. Taipy

    Turns Data and AI algorithms into production-ready web applications in no time.

    Project mention: Top 40 Open-source Developer Tools with the Most GitHub Stars | dev.to | 2025-04-20

    GitHub: https://github.com/Avaiga/taipy

  4. schedule

    Python job scheduling for humans.

  5. skypilot

    SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 16+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.

    Project mention: Service to auto route LLM/Model traffic | news.ycombinator.com | 2025-02-19

  6. APScheduler

    Task scheduling library for Python

  7. Joblib

    Computing with Python functions.

  8. doit

    CLI task management & automation tool

  9. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo

  10. Spiff

    A powerful workflow engine implemented in pure Python

  11. Plan

    Crontab jobs management in Python

  12. django-schedule

    A calendaring app for Django. It is now stable, Please feel free to use it now. Active development has been taken over by bartekgorny.

  13. gunnery

    Remote task execution tool

  14. wakaq

    Background task queue for Python backed by Redis, a super minimal Celery

  15. TaskFlow

    A library to complete workflows/tasks in HA manner. Mirror of code maintained at opendev.org. (by openstack)

  16. repid

    Repid framework: simple to use, fast to run and extensible to adopt job scheduler

  17. JDR

    Job Dependency Runner

  18. frof

    frof runs other frofs

    Project mention: Just: Just a Command Runner | news.ycombinator.com | 2024-12-07

    no worries, good to know this would be a useful feature! I'll add it to my backlog.

        pip install 'git+https://github.com/j6k4m8/frof/'

  19. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
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).

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Index

What are some of the best open-source Job Scheduler projects in Python? This list will help you:

# Project Stars
1 Prefect 19,241
2 Taipy 18,071
3 schedule 12,061
4 skypilot 8,097
5 APScheduler 6,685
6 Joblib 4,063
7 doit 1,931
8 Spiff 1,768
9 Plan 1,180
10 django-schedule 842
11 gunnery 763
12 wakaq 583
13 TaskFlow 361
14 repid 74
15 JDR 3
16 frof 1

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