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Resuming after a restart

Your streaming pipeline at Global Retail Analytics picks up new CSV files from a Unity Catalog volume and writes them to Delta Lake. After a weekend outage, the cluster restarts on Monday morning. Three new files landed over the weekend. The stream processes only those three files — none of the files from the previous week are reloaded.

What allows the stream to skip previously processed files and resume exactly where it left off?

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Data Transformation with Spark SQL in Databricks

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