Scheduling in Data Engineering

This page summarizes the projects mentioned and recommended in the original post on /r/dataengineering

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  • rocketry

    Modern scheduling library for Python

  • I'm the developer behind Rocketry, a Pythonic scheduling engine. I originally developed it for other needs than data engineering but as some have said they have started to replace Airflow with it, I thought perhaps some of you might like it as well. I'm also interested in your opinions.

  • rocketry-with-fastapi

    Example of how to create a scheduler with an API

  • I don't think Rocketry will achieve the same level of adaptation as Airflow and it is missing many advanced features Airflow has such as built-in UI (working on such), executors for containers etc. but considering how versatile it is and how powerful the scheduling is (basically logical statements), I think it could be interesting for those data engineers who need to customize their setup or need something smaller in scale.

  • Scout Monitoring

    Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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