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Dagster vs Soda

Dagster: Platform for building, scheduling and monitoring data pipelines Soda: Data quality monitoring with checks written as code or in a UI

Comparison of Dagster, Soda
Dagster
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Soda
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CategoryData PipelinesData Quality
PricingOpen source–
Platforms
  • Web
  • Web
Best for
  • Data platform teams
  • Data engineers
  • ML engineers
  • Data engineers
  • Data analysts
  • Governance teams
Highlights
  • Define pipelines in Python as data assets
  • View lineage and freshness for each asset
  • Run jobs on schedules or when upstream data changes
  • Data contracts with schema and freshness checks
  • Find missing, duplicated and invalid records
  • Spot anomalies at the level of single rows
GitHub stars16.4k2.5k
Last update2 days ago2 days ago

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