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 14.3K GitHub stars and 2.2K GitHub forks. Here’s a link to Luigi's open source repository on GitHub
Who uses Luigi?
10 companies reportedly use Luigi in their tech stacks, including Affirm, platform, and 500px.
38 developers on StackShare have stated that they use Luigi.
Pros of Luigi
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Jobs that mention Luigi as a desired skillset
- dependency resolution
- workflow management
Luigi Alternatives & Comparisons
What are some alternatives to Luigi?
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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.
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.
It implements batch and streaming data processing jobs that run on any execution engine. It executes pipelines on multiple execution environments.
It is an open source platform for workflow and decision automation that brings business users and software developers together.
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.