> The data versioning system enables us to run pipelines based on changes to your data; the pipelines declare what files they read, and that allows us to schedu

> The data versioning system enables us to run pipelines based on changes to your data; the pipelines declare what files they read, and that allows us to schedule processing jobs that only reprocess new or changed data, while still giving you a full view of what "would" have happened if all the data had been reprocessed. This, to me, is the key advantage of data versioning; you can save hundreds of thousands of dollars on compute. Being able to undo an oopsie is just icing on the cake. ...isn't that just parsing git diff --name-only A..B tho ? "Process only files that changed since last commit" is extremely simple problem to solve.