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Luigi is a Python module that helps you build complex pipelines of batch jobs.

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Luigi Alternatives

The best Luigi alternatives based on verified products, votes, reviews and other factors.
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  1. StackStorm is a powerful open-source automation platform that wires together all of your apps...

  2. Azkaban is a batch workflow job scheduler created at LinkedIn to run Hadoop jobs.

  3. RunDeck is an open source automation service with a web console, command line tools and a WebAPI.

  4. Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.

  5. The easiest way to build powerful workflows with your apps

  6. Apache Beam provides an advanced unified programming model to implement batch and streaming data processing jobs.

  7. Powerful & Easy Automation for Developers

  8. Framework for real-life data science; build, improve, and operate end-to-end workflows.

  9. Flink is a streaming dataflow engine that provides data distribution, communication, and fault tolerance for distributed computations.

  10. Integration platform for developers

  11. Opsmatic offers complete system visibility and configuration monitoring for fast-moving technical teams.

  12. Tool for building, changing, and versioning infrastructure safely and efficiently.

Luigi Reviews

A list of external sources with helpful reviews and comparisons of Luigi

Python & ETL 2020: A List and Comparison of the Top Python ETL Tools
When does Luigi make sense? If you need to automate simple ETL processes (like logs) Luigi can handle them rapidly and without much setup. When it comes to complex tasks, Luigi is limited by its strict pipeline-like structure.
Comparison of Python pipeline packages: Airflow, Luigi, Gokart, Metaflow, Kedro, PipelineX
Luigi enables you to define your pipeline by child classes of Task with 3 class methods (requires, output, run) in Python code.
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This article was published on | Author: | Publisher: SaaSHub
Categories: Workflow, Web Service Automation, Workflow Automation