The embodiment of the invention discloses a service processing method, computer equipment and a client, which are used for facilitating data analysis personnel to use a Spark SQL and expanding the application range of the Spark SQL. The technical scheme provided by the embodiment of the invention comprises the following steps of packaging specified logic into a universal program and storing the universal program; receiving a programmable statement submitted by the client; generating an application program according to the programmable statement and the universal program package; and applying acorresponding cluster resource for the application program to run the application program.