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Have you ever experienced the frustration of manually managing dependencies when running Hadoop tasks, feeling so overwhelmed you wanted to bang your head against the wall? Don't worry, let me introduce you to an amazing tool - Luigi by Spotify.
It helps you elegantly manage batch task pipelines, providing end-to-end services from dependency analysis to visualization, so you never have to worry about task conflicts or mid-process crashes again.
What is Luigi
Simply put, Luigi is a Python package (supporting versions 3.8-3.12) specifically designed to build and manage "a bunch of tasks that need to run in sequence." Each task can be:
A Hive query
A collection of Spark or Hadoop jobs
A Python processing script
Even data import/export operations
