Orchestration: Thoughts on Dagster, Airflow and Prefect?

This page summarizes the projects mentioned and recommended in the original post on /r/dataengineering
Python Workflow Data Science Data Analysis flyte

InfluxDB
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  • awesome-pipeline

    A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin

    There are a truly huge number of options in this space, see for example https://github.com/pditommaso/awesome-pipeline Many of them are very niche / half-baked / abandonware.

  • astro-sdk

    Astro SDK allows rapid and clean development of {Extract, Load, Transform} workflows using Python and SQL, powered by Apache Airflow.

    Have you tried the Astro SDK? https://github.com/astronomer/astro-sdk

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • flyte

    Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

    Anyone tried Flyte?

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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