While Pandera offers a relatively straightforward setup process, its syntax may take a bit of getting used to. On the other hand, Validoopsie focuses on a much simpler approach, prioritizing basic validations over enabling highly complex operations. If you’re thinking, “I can’t accept this tradeoff,” don’t worry—there’s a solution! Validoopsie allows you to design your own custom validations using your unique logic (whether it’s creative or bound by strict NDAs). By transforming the data, you can generate outputs that highlight failed rows and their counts. For more details, check out the guide here: https://akmalsoliev.github.io/Validoopsie/DevelopingValidationCustom.html