@techreport{veanes2009qex, author = {Veanes, Margus and Halleux, Jonathan de and Tillmann, Nikolai and Halleux, Jonathan "Peli" de}, title = {Qex: Symbolic SQL Query Explorer}, year = {2009}, month = {October}, abstract = {We describe a technique and a tool called Qex for generating input tables and parameter values for a given parameterized SQL query. The evaluation semantics of an SQL query is translated into a specific background theory for a satisfiability modulo theories (SMT) solver as a set of equational axioms. Symbolic evaluation of a goal formula together with the background theory yields a model from which concrete tables and values are extracted. We use the SMT solver Z3 in the concrete implementation of Qex and provide an evaluation of its performance.}, publisher = {Microsoft Research}, url = {http://approjects.co.za/?big=en-us/research/publication/qex-symbolic-sql-query-explorer/}, number = {MSR-TR-2009-2015}, note = {Updated January 2010}, }