The concept of having a processing framework to manage our Data Platform solutions isn’t a new one. However, overtime changes in the technology we use means the way we now deliver this orchestration has to change as well, especially in Azure. On that basis and using my favourite Azure orchestration service; Azure Data Factory (ADF) I’ve created an alpha metadata driven framework that could be used to execute all our platform processes. Furthermore, at various community events I’ve talked about bootstrapping solutions with Azure Data Factory so now as a technical exercise I’ve rolled my own simple processing framework. Mainly, to understand how easily we can make it with the latest cloud tools and fully exploiting just how dynamic you can get a set of generational pipelines.
This first post lays out some of the architectural decisions and prep work needed for the series.