Using Spark Streaming to merge/upsert data into a Delta Lake with working code

Canadian Data Guy
4 min readOct 12, 2022

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This blog will discuss how to read from a Spark Streaming and merge/upsert data into a Delta Lake. We will also optimize/cluster data of the delta table. In the end, we will show how to start a streaming pipeline with the previous target table as the source.

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Canadian Data Guy

https://canadiandataguy.com | Data Engineering & Streaming @ Databricks | Ex Amazon/AWS | All Opinions Are My Own