Having both designed pandas and suffered from some of the rough edges of pandas when used in a database-like way, I tried to be thoughtful in designing the Ibis API to be semantically complete with SQL (i.e. so you shouldn't have to write any SQL) and a great deal more productive and reusable than SQL. I suggest you give it a serious try before passing judgment!
