Extended static checking

Extended static checking (ESC) is a collective name for a range of techniques for statically checking the correctness of various program constraints.[1] ESC can be thought of as an extended form of type checking. As with type checking, ESC is performed automatically at compile time (i.e. without human intervention). This distinguishes it from more general approaches to the formal verification of software, which typically rely on human-generated proofs. Furthermore, it promotes practicality over soundness, in that it aims to dramatically reduce the number of false positives (overestimated errors that are not real errors, that is, ESC over strictness) at the cost of introducing some false negatives (real ESC underestimation error, but that need no programmer's attention, or are not targeted by ESC).[2][3] ESC can identify a range of errors which are currently outside the scope of a type checker, including division by zero, array out of bounds, integer overflow and null dereferences.

The techniques used in extended static checking come from various fields of Computer Science, including static program analysis, symbolic simulation, model checking, abstract interpretation, SAT solving and automated theorem proving and type checking. Extended static checking is generally performed only at an intraprocedural level (rather than an interprocedural one) in order to scale to large programs.[2] Furthermore, extended static checking aims to report errors by exploiting user-supplied specifications, in the form of pre- and post-conditions, loop invariants and class invariants.

Extended static checkers typically operate by propagating strongest postconditions (resp. weakest preconditions) intraprocedurally through a method starting from the precondition (resp. postcondition). At each point during this process an intermediate condition is generated that captures what is known at that program point. This is combined with the necessary conditions of the program statement at that point to form a verification condition. An example of this is a statement involving a division, whose necessary condition is that the divisor be non-zero. The verification condition arising from this effectively states: given the intermediate condition at this point, it must follow that the divisor is non-zero. All verification conditions must be shown to be false (hence correct by means of excluded third) in order for a method to pass extended static checking (or "unable to find more errors"). Typically, some form of automated theorem prover is used to discharge verification conditions.

Extended Static Checking was pioneered in ESC/Modula-3[4] and, later, ESC/Java. Its roots originate from more simplistic static checking techniques, such as static debugging[5] or Lint (software) and FindBugs. A number of other languages have adopted ESC, including Spec# and SPARKada and VHDL VSPEC. However, there is currently no widely used software programming language that provides extended static checking in its base development environment.

See also

References

  1. ↑ C. Flanagan, K.R.M. Leino, M. Lillibridge, G. Nelson, J. B. Saxe and R. Stata. "Extended static checking for Java". In Proceedings of the Conference on Programming Language Design and Implementation, pages 234-245, 2002. doi: http://doi.acm.org/10.1145/512529.512558
  2. 1 2 "Extended Static Checking". UWTV. Retrieved 2012-02-01.
  3. ↑ Calysto: Scalable and Precise Extended Static Checking, Domagoj Babic and Alan J. Hu. In Proceedings of the International Conference on Software Engineering (ICSE), 2008. doi:10.1145/1368088.1368118
  4. ↑ An extended Static Checker for Modula-3, K. Rustan M. Leino and Greg Nelson. In Proceedings of the Conference on Compiler Construction, pages 302-305, 1998. doi:10.1007/BFb0026418
  5. ↑ Catching bugs in the web of program invariants, C. Flanagan, M. Flatt, S. Krishnamurthi. S. Weirich, and M. Felleisen, pages 23-32, 1996, dpi: http://doi.acm.org/10.1145/249069.231387

Further reading

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