1. A computer implemented method for data conversion, the method comprising: receiving from an application a conversion request for data stored in a database; invoking the database to export the data into a conversion source file by bypassing interfaces between the application and the database; obtaining a set of rules from the application; converting the data of the conversion source file according to the set of rules; and storing the converted data in a conversion target file.