The first recipe will be about building a simple batch process that transforms data from one rendition type to another. This is a typical solution to bulky, non-interactive, and routine background processes that can be a simple data transformation or a highly computational data mining algorithm that continuously harvests data using either synchronous thread pipes or parallel executors. This recipe highlights the synchronous batch process for data conversion.