ETL tool

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

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  • Mage

    🧙 The modern replacement for Airflow. Mage is an open-source data pipeline tool for transforming and integrating data. https://github.com/mage-ai/mage-ai

  • Disclaimer: I worked at Airbnb for 5+ years working on data tools like Airflow and I helped start Mage almost 2 years ago.

  • Airflow

    Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

  • Airflow is really popular, started at Airbnb. Pros: huge community, super mature. Cons: generic workflow orchestration, not the best for handling only data, hard to scale and maintain.

  • 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.

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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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