luigi

The premium Open Source alternative to Apache Airflow

🎯 Best for:Teams building complex, code-centric data pipelines.
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Apache-2.0License

What is luigi?

A workflow management system that handles dependency resolution and visualization for data processing tasks. It includes built-in support for Hadoop, Spark, and AWS S3 integration for large-scale data engineering.

Tech Stack
PythonAutomation & Workflow

Why luigi?

  • Robust failure handling
  • Visual task debugger
  • Extensive library of tasks

Limitations

  • No dynamic task scaling
  • UI is basic
  • Smaller community than Airflow
3/6/2026
Last Update
2,452
Forks
155
Issues
Apache-2.0
License
Financial Leak Detected

Stop the "SaaS Tax"

Your team could be burning cash. Switching to luigi instantly boosts your runway.

Competitor Cost
-$1,440
/ year (est. based on Apache Airflow)
Self-Hosted
$0
/ year
Team Size10 Users
150+
SAVE 100%

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