Friend if you think it is "just several years" then you have got it wrong. These degrees of corruption take time to build up, maybe even decades.
It is just like the Republic. Does Palpadine magically corrupt it in just years? No the Republic has been corrupted long before. It is a systemic corruption and such thing takes a long time to happen.