Abstract
Nowadays, many data analysts are domain experts, but they lack programming skills. As a result, many of them can provide examples of data transformations but are unable to produce the desired query. Hence, there is an increasing need for systems capable of solving the problem of Query Reverse Engineering (QRE). Given a database and output table, these systems have to find the query that generated this table. We present SQUARES, a program synthesis tool based on input-output examples that can help data analysts to extract and transform data by synthesizing SQL queries, and table manipulation programs using the R language.
Type
Publication
In 46th International Conference on Very Large Data Bases
Pedro Orvalho
Computer Science Ph.D. Student
My research interests include Automated Reasoning, Program Repair and Program Synthesis.