What is Luigi?
It is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
Luigi is a tool in the Workflow Manager category of a tech stack.
Luigi is an open source tool with 16.8K GitHub stars and 2.4K GitHub forks. Here’s a link to Luigi's open source repository on GitHub
Who uses Luigi?
Companies
12 companies reportedly use Luigi in their tech stacks, including Affirm, platform, and 500px.
Developers
61 developers on StackShare have stated that they use Luigi.
Pros of Luigi
5
3
1
Luigi's Features
- dependency resolution
- workflow management
- visualization
Luigi Alternatives & Comparisons
What are some alternatives to Luigi?
Airflow
Use Airflow to author workflows as directed acyclic graphs (DAGs) of tasks. The Airflow scheduler executes your tasks on an array of workers while following the specified dependencies. Rich command lines utilities makes performing complex surgeries on DAGs a snap. The rich user interface makes it easy to visualize pipelines running in production, monitor progress and troubleshoot issues when needed.
GitHub Actions
It makes it easy to automate all your software workflows, now with world-class CI/CD. Build, test, and deploy your code right from GitHub. Make code reviews, branch management, and issue triaging work the way you want.
Apache Beam
It implements batch and streaming data processing jobs that run on any execution engine. It executes pipelines on multiple execution environments.
Camunda
With Camunda, business users collaborate with developers to model and automate end-to-end processes using BPMN-powered flowcharts that run with the speed, scale, and resiliency required to compete in today’s digital-first world
Workflowy
It is an organizational tool that makes life easier. It's a surprisingly powerful way to take notes, make lists, collaborate, brainstorm, plan and generally organize your brain.
