A Transform is a unit of work performed in a Pipeline. Typical Transform operations are reading data from files, databases, performing lookups or joins, enriching, cleaning data and more. All transforms in a Pipeline are executed in parallel. Pipeline sources produce rows without incoming hops; most other transforms wait for those rows. Transforms process data and move batches of processed data on Hops for processing by subsequent Actions.