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 12.1K GitHub stars and 2K GitHub forks. Here’s a link to Luigi's open source repository on GitHub
Who uses Luigi?
6 companies reportedly use Luigi in their tech stacks, including 500px, Suggestic, and Tapingo.
Why developers like Luigi?
Here’s a list of reasons why companies and developers use Luigi
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- 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 implements batch and streaming data processing jobs that run on any execution engine. It executes pipelines on multiple execution environments.
It is a server-based workflow scheduling system to manage Hadoop jobs. Workflows in it are defined as a collection of control flow and action nodes in a directed acyclic graph. Control flow nodes define the beginning and the end of a workflow as well as a mechanism to control the workflow execution path.
It is an open source platform for workflow and decision automation that brings business users and software developers together.
It is a toolset for developers and data engineers to run and monitor data processes and asynchronous jobs. It makes it really easy and helps developers to programmatically build, run and scale long-running and distributed workflows.