Using Deterministic Primary Keys Instead of Identities 🔑
Traditional data warehousing often relies on auto-incrementing IDs as primary keys, leading to dependencies that can hinder data freshness, particularly in streaming environments. This article…
From Batch to Streaming: Supercharging Data Freshness on Azure Databricks
We traded in our clunky, nightly batch processing for a sleek, real-time streaming data machine on Azure Databricks. By cleverly combining a hybrid approach with some nifty key generation tricks, we…
delta live tables
2 posts tagged “delta live tables”