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Tech riderRev. 3 Oct 2026

Luigi

Ch 126.9of 23 Workload Automation Software
  1. 1Runs onAPI, Linux, self-hosted, Web
  2. 2CostsFree plan
  3. 3Deploymentself-hosted
  4. 4Workflow dependenciesYes
  5. 5Event triggersNo
  6. 6Cross-platform executionYes
  7. 7Audit logsYes
7 lines stated Written from the maker's own pages: github.com
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The Luigi homepage

Overview

Luigi is ranked #12 of 23 in workload automation software on Specifiction. 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
Yesgithub.com
Deployment
self-hostedgithub.com
Workflow dependencies
Yesgithub.com
Event triggers
Nogithub.com
Cross-platform execution
Yesgithub.com
Audit logs
Yesgithub.com

Facts

Purpose
Luigi is a Python package for building complex pipelines of batch jobs.github.com · 3 Oct 2026
Workflow management
It handles dependency resolution, workflow management, visualization, failure handling, and command line integration.github.com · 3 Oct 2026
Installation
The project instructs users to install the latest stable version with `pip install luigi`.github.com · 3 Oct 2026
Integrations
Documented task types and systems include Hadoop, Hive, Pig, Spark, HDFS, databases, and local files.luigi.readthedocs.io · 3 Oct 2026
Web interface
The Luigi server includes a web interface for searching and filtering tasks.luigi.readthedocs.io · 3 Oct 2026
Atomic file operations
Luigi provides HDFS and local file system abstractions that ensure file operations are atomic.luigi.readthedocs.io · 3 Oct 2026
Workflow scale
The documentation describes pipelines containing thousands of tasks that can take days or weeks to complete.luigi.readthedocs.io · 3 Oct 2026
Configuration
Luigi supports TOML based configuration through the optional `luigi[toml]` installation.github.com · 3 Oct 2026
Python versions
The repository says Python 3.10 through 3.14 are tested.github.com · 3 Oct 2026
License
The repository identifies Luigi as licensed under Apache-2.0.github.com · 3 Oct 2026
Security reporting
The security policy asks people to report sensitive security issues through Spotify's bug bounty program rather than GitHub.github.com · 3 Oct 2026
Maintainer
The project says Spotify's Data Team maintains Luigi.github.com · 3 Oct 2026
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.luigi.readthedocs.io · 3 Oct 2026
Support and discussion
The project links to a mailing list for discussions and questions.luigi.readthedocs.io · 3 Oct 2026

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Where it ranks on Specifiction

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