Advanced Data Quality Constraints using Databricks Delta Live Tables

A Recap of Delta Live Tables and Medallion Architecture

Use Delta Live Tables to create your pipeline : Delta Live Tables (DLT) are an easy-to-use framework that utilises Spark SQL or pyspark to create data processing pipelines. The transformations in these pipelines are defined by you but Databricks will handle everything else — from task orchestration and cluster management to error handling.

The Data in the Pipeline: Medallion architecture is the recommended Databricks way to structure and process data and goes hand-in-hand with DLT — it enables the processing of data through multiple stages, providing clean, curated, and valuable insights for decision-making.

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