AutoAlias: Automatic Variable-Precision Alias Analysis for Object-Oriented Programs
This addresses the need for practical alias analysis tools for compiler optimization and verification in object-oriented programming, though it is incremental as it builds on existing Abstract Interpretation ideas.
The paper tackles the open problem of efficient and precise alias analysis for object-oriented programs by presenting AutoAlias, a practical tool based on duality semantics and Abstract Interpretation, achieving execution times of 25 seconds for 8000 lines of code and 232 seconds for 150000 lines of code with appropriate precision.
The aliasing question (can two reference expressions point, during an execution, to the same object?) is both one of the most critical in practice, for applications ranging from compiler optimization to programmer verification, and one of the most heavily researched, with many hundreds of publications over several decades. One might then expect that good off-the-shelf solutions are widely available, ready to be plugged into a compiler or verifier. This is not the case. In practice, efficient and precise alias analysis remains an open problem. We present a practical tool, AutoAlias, which can be used to perform automatic alias analysis for object-oriented programs. Based on the theory of "duality semantics", an application of Abstract Interpretation ideas, it is directed at object-oriented languages and has been implemented for Eiffel as an addition to the EiffelStudio environment. It offers variable-precision analysis, controllable through the choice of a constant that governs the number of fix point iterations: a higher number means better precision and higher computation time. All the source code of AutoAlias, as well as detailed results of analyses reported in this article, are publicly available. Practical applications so far have covered a library of data structures and algorithms and a library for GUI creation. For the former, AutoAlias achieves a precision appropriate for practical purposes and execution times in the order of 25 seconds for about 8000 lines of intricate code. For the GUI library, AutoAlias produces the alias analysis in around 232 seconds for about 150000 lines of intricate code.