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Engineering blog

Multiple Stateful Operators in Structured Streaming

August 7, 2023 by Angela Chu and Jungtaek Lim in Engineering Blog
In the world of data engineering, there are operations that have been used since the birth of ETL. You filter. You join. You...
Platform blog

Streaming in Production: Collected Best Practices, Part 2

January 10, 2023 by Angela Chu and Tristen Wentling in Platform Blog
In our two-part blog series titled "Streaming in Production: Collected Best Practices," this is the second article. Here we discuss the "After Deployment"...
Platform blog

Streaming in Production: Collected Best Practices

December 12, 2022 by Angela Chu and Tristen Wentling in Platform Blog
Releasing any data pipeline or application into a production state requires planning, testing, monitoring, and maintenance. Streaming pipelines are no different in this...