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Data Engineering
Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
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Streaming or Batch Processing

sashikanth
New Contributor

How to decide whether to go for Streaming or Batch processing when the upstream is DELTA table?

Please share suggestions to optimize the load timings.

2 REPLIES 2

gchandra
Databricks Employee
Databricks Employee

What is your end goal? Read the Delta table and create Silver and Gold tables. 
What is your SLA from the source Delta table to the destination?

 



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gchandra
Databricks Employee
Databricks Employee

Structured Streaming is one of the options, spark.readStream.format("delta")



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