Apache Oozie vs Luigi: What are the differences?
What is Apache Oozie? *An open-source workflow scheduling system *. 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.
What is Luigi? *ETL and data flow management library *. 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.
Apache Oozie and Luigi can be primarily classified as "Workflow Manager" tools.
Luigi is an open source tool with 12K GitHub stars and 1.98K GitHub forks. Here's a link to Luigi's open source repository on GitHub.
According to the StackShare community, Apache Oozie has a broader approval, being mentioned in 8 company stacks & 5 developers stacks; compared to Luigi, which is listed in 6 company stacks and 3 developer stacks.