Design Overview
Static Analysis
Misti is a static analyzer, a tool that examines code without executing it, identifying potential errors, security vulnerabilities, and code quality issues.
Souffle Datalog Solver
Misti leverages the Souffle Datalog solver, an industry-grade and highly efficient Datalog solver designed specifically for program analysis. Souffle provides native parallel execution and is extremely fast, making it an ideal choice for analyzing complex codebases.
Dataflow Analysis in Misti
Misti offers an interface to describe classic dataflow problems. It includes a lattice interface and provides a mechanism to solve these problems using the worklist algorithm. This allows for efficient and accurate analysis of data flow within the code.
References
For those interested in learning more about static analysis and dataflow analysis, the following books are recommended:
- Anders Møller and Michael I. Schwartzbach – Static Program Analysis
- Uday Khedker et al. – Data Flow Analysis: Theory and Practice
These resources provide a solid foundation in the theory and practice of static and dataflow analysis.