Described herein are mechanisms for automatically generating a computer-executable program that transforms a first table in a first format to a second table in a second format by way of user-provided examples. A user provides an exemplary input table of a first format, where the input table may be a portion of the first table. The user also provides an exemplary output table of a second format, wherein contents of the output table correspond to contents of the input table. Based upon these user-provided examples, a table transform program is automatically generated, wherein the table transform program, when executed over the first table generates the second table.