Call it data science, big data, data engineering, or just a plain SQL database, one of the constant things is that all need a way to ingest the data. Without the data itself, none of the differences between those concepts matter much. Another constant is that the systems we rely on will fail at some point. In this post we focus on how we try to design the structure for a streaming data project where we could receive data somewhat reliably.

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