· ai-devtools

Dagster, open-source cloud-native data pipeline orchestrator, tracks lineage for tables, datasets, models, and reports

When a foundational source table encounters an issue, the cascading effect can propagate through all subsequent tables built upon it.


This is where Dagster, an open-source orchestrator designed for data pipelines, proves invaluable. This tool determines the sequence, timing, and execution of various pipeline components. Furthermore, it meticulously tracks the connections between the data that various managed assets—such as reports, machine learning models, datasets, and tables—originated from. Dagster's lineage graph illuminates exactly which downstream assets are affected, providing a clear starting point for rectifying a malfunctioning dashboard or similar downstream failure.

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