ADF Slowly Changing Dimension Type 2 with Mapping Data Flows (complete)

I have been putting together a series of posts and videos around building SCD Type 1 and Type 2 using Mapping Data Flows with Azure Data Factory. In this latest post, I’m going to walk through a complete end-to-end Type … Continue reading ADF Slowly Changing Dimension Type 2 with Mapping Data Flows (complete)

ADF Data Flows: Self-Join

Data Flows in ADF (Preview) allow you to build visual data transformation routines that ADF will compile and execute as optimized scale-out operations on Azure Databricks clusters. In this quick post, I want to talk a bit about a pattern that you’ll use from time-to-time in ADF Data Flows: Self Joins. In SQL database parlance, a self-join is a query where both the left and right side tables are the same. In ADF Data Flow, you can achieve this through a combination of the Join transformation and the Select transformation. In both instances, the Join operation will require you to … Continue reading ADF Data Flows: Self-Join

New Azure Data Factory End-to-End Lab

Just a few weeks ago, we announced the public preview of the new browser-based UI for Azure Data Factory. See Gaurav’s blog here detailing the release. To help you understand how to build complex data integration projects in the ADF … Continue reading New Azure Data Factory End-to-End Lab