Luigi

6.8easy start · #12 of 23
in Workload Automation Software

Free to practise onyes
Free trialnot on record
Well documentedyes
Runs where you worknot on record

Runs on api, Linux, self-hosted, Web.

Luigi is ranked #12 of 23 in workload automation software on The Geeks Club. It runs on API, Linux, Self-hosted, Web. There is a free plan.

Luigi plans and pricing

All plans

Luigi Free Apache-2.0 licensed Python package github.com · 3 Oct 2026

Compared on workload automation software

Free plan: Yes
Deployment: self-hosted
Workflow dependencies: Yes
Event triggers: No
Cross-platform execution: Yes
Audit logs: Yes

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The record

Purpose: Luigi is a Python package for building complex pipelines of batch jobs.
Workflow management: It handles dependency resolution, workflow management, visualization, failure handling, and command line integration.
Installation: The project instructs users to install the latest stable version with `pip install luigi`.
Integrations: Documented task types and systems include Hadoop, Hive, Pig, Spark, HDFS, databases, and local files.
Web interface: The Luigi server includes a web interface for searching and filtering tasks.
Atomic file operations: Luigi provides HDFS and local file system abstractions that ensure file operations are atomic.
Workflow scale: The documentation describes pipelines containing thousands of tasks that can take days or weeks to complete.
Configuration: Luigi supports TOML based configuration through the optional `luigi[toml]` installation.
Python versions: The repository says Python 3.10 through 3.14 are tested.
License: The repository identifies Luigi as licensed under Apache-2.0.
Security reporting: The security policy asks people to report sensitive security issues through Spotify's bug bounty program rather than GitHub.
Maintainer: The project says Spotify's Data Team maintains Luigi.
Intended use: The documentation presents Luigi as workflow plumbing for chaining and automating long running batch tasks, including Hadoop jobs, database transfers, and machine learning jobs.
Support and discussion: The project links to a mailing list for discussions and questions.
Price from: Free

Where it ranks on The Geeks Club

Best Workload Automation Software in 2026#12 of 23

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Sources

github.com/spotify/luigi· checked 3 Oct 2026
luigi.readthedocs.io/en/stable/· checked 3 Oct 2026
github.com/spotify/luigi/blob/master/SECURITY.md· checked 3 Oct 2026