Luigi
A Python module that helps you build complex pipelines of batch jobs.
Overview
Luigi is a Python package, originally developed at Spotify, that helps you build complex pipelines of batch jobs. It allows you to chain tasks together, automate dependency resolution, and visualize your workflow. Luigi is designed to be simple and lightweight, focusing on the core aspects of workflow management.
✨ Key Features
- Python-based task definition
- Dependency resolution
- Command-line interface
- Web interface for visualization
- Atomic file operations
🎯 Key Differentiators
- Simplicity and lightweight design
- Focus on batch processing
- Strong integration with the Hadoop ecosystem
Unique Value: Provides a simple and straightforward way to build and manage batch data pipelines in Python, with a focus on dependency resolution.
🎯 Use Cases (4)
✅ Best For
- Building and managing long-running batch jobs
- Orchestrating data pipelines in a Hadoop ecosystem
💡 Check With Vendor
Verify these considerations match your specific requirements:
- Real-time or streaming data pipelines.
- Users who need a feature-rich UI and managed cloud service.
🏆 Alternatives
Is simpler and easier to get started with than Airflow, but lacks its rich UI, scalability features, and large ecosystem of integrations.
💻 Platforms
✅ Offline Mode Available
🔌 Integrations
🛟 Support Options
- ✓ Live Chat
- ✓ Dedicated Support (NA tier)
💰 Pricing
Free tier: Open source, self-hosted.
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