Apache DolphinScheduler vs Luigi
A side-by-side comparison of two self-hosted automation & workflows options — licensing, setup difficulty, resource needs, and what each one replaces.
Not the right match-up?
Apache DolphinScheduler
Distributed visual workflow scheduling platform
VS
Luigi
Python module for building complex batch job pipelines
| Feature | Apache DolphinScheduler | Luigi |
|---|---|---|
| Category | Automation & Workflows | Automation & Workflows |
| License | Apache-2.0 | Apache-2.0 |
| Language | Java | Python |
| Setup difficulty | Hard | Medium |
| Min. RAM | 2,048 MB | 256 MB |
| Deployment | docker, kubernetes, bare-metal | bare-metal, binary, source |
| GitHub stars | ★ 14,412 | ★ 18,762 |
| First released | 2019 | 2012 |
| Replaces | AWS Step Functions, Azure Data Factory | AWS Step Functions |
Why pick each one
Choose Apache DolphinScheduler if…
- Friendly visual interface
- Scales horizontally
Frequently asked questions
Is Apache DolphinScheduler or Luigi better?
Luigi is the stronger all-round pick: it has both the larger community and the simpler medium setup. Consider Apache DolphinScheduler if its specific feature set fits your needs better.
Are Apache DolphinScheduler and Luigi free and open-source?
Yes. Apache DolphinScheduler is licensed under Apache-2.0 and Luigi under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Apache DolphinScheduler and Luigi with Docker?
Apache DolphinScheduler: yes. Luigi: check the project docs for container support.
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