Data Lakes promised everything. Store all your data in one place, in any format, ready for any workload. The reality was horrific. Data Lakes became data swamps, filled with inconsistent data, failed jobs leaving partial writes, no way to roll back mistakes, and queries that returned different results depending on when you ran them. Schema … Continue reading Why Delta Lake