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Forum Posts

Avinash_Narala
by Databricks Partner
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How a Partitioning Mistake Turned a 12-Minute Databricks Job Into a 2-Hour Nightmare

Hello Databricks Community!I recently published a detailed breakdown on Medium about a real-world optimization nightmare we faced, and I wanted to share the core lessons learned with this group.We had a highly efficient Delta table pipeline handling ...

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savlahanish27
by Databricks Partner
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Gold Layer Design on Databricks — MERGE vs Overwrite, Partitioning, SCD Type 2 from SAP

Part 3 of my series on building an enterprise data platform on Databricks is up - this one cover Gold layer design.The short version: Gold isn't just aggregated Silver. Silver maps to your source system. Gold maps to the business questions your consu...

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