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Apache Airflow vs Mage

Apache Airflow: Python tool for authoring, scheduling and monitoring workflows Mage: Automates data pipelines and reports for business teams

Comparison of Apache Airflow, Mage
Apache Airflow
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Mage
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CategoryData PipelinesData Pipelines
PricingOpen sourceOpen source
Platforms–
  • Web
Best for
  • Data engineers
  • Backend teams
  • ML engineers
  • Finance teams
  • Operations teams
  • Business teams
Highlights
  • Write workflows as Python code with dynamic tasks
  • Monitor run status and task logs in a web interface
  • Ready made operators for major cloud services
  • Build workflows from a plain language description
  • Reconcile records from several business systems
  • Deliver reports to dashboards and client systems
GitHub stars47.4k8.8k
Last update2 days ago16 days ago

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