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Reasons to Kedro

  • collaboration
    • Sharable catalog
    • small nodes over monolithic notebooks
  • catalog
    • easily load anything without needing to run
    • No need to write read/write code
  • pipeline
    • No need to keep execution order in your head
    • easily run a slice of a pipeline
  • plugins
    • pip install
    • make your own
  • hooks
  • flexible expandable cli

Reasons Not to Kedro

  • Already utilizing another DAG framework
  • Data is not in a widely supported format
  • Micro short-lived project
  • Large Project / Deadline
    • Use a lower profile project to learn first
  • Team not willing to change
  • Need minimal dependencies
  • God Project - kedro owns everything??