Our management has recently been talking to some people selling C++ static analysis tools. Of course the sales people say they will find tons of bugs, but I'm skeptical.
How do such tools work in the real world? Do they find real bugs? Do they help more junior programmers learn?
Are they worth the trouble?
One of the primary reasons why (static application security testing) static analysis is so important is that it lets you thoroughly analyze all of your code without even executing it. It is because of this fact that it is able to detect vulnerabilities in even the most distant and unattended portions of the code also.
Static code analysis advantages:It can find weaknesses in the code at the exact location. It can be conducted by trained software assurance developers who fully understand the code. It allows a quicker turn around for fixes. It is relatively fast if automated tools are used.
Static analysis tools are generally used by developers as part of the development and component testing process. The key aspect is that the code (or other artefact) is not executed or run but the tool itself is executed, and the source code we are interested in is the input data to the tool.
Static code analysis is almost always worth it. The issue with an existing code base is that it will probably report far too many errors to make it useful out of the box.
I once worked on a project that had 100,000+ warnings from the compiler... no point in running Lint tools on that code base.
Using Lint tools "right" means buying into a better process (which is a good thing). One of the best jobs I had was working at a research lab where we were not allowed to check in code with warnings.
So, yes the tools are worth it... in the long term. In the short term turn your compiler warnings up to the max and see what it reports. If the code is "clean" then the time to look at lint tools is now. If the code has many warnings... prioritize and fix them. Once the code has none (or at least very few) warnings then look at Lint tools.
So, Lint tools are not going to help a poor code base, but once you have a good codebase it can help you keep it good.
Edit:
In the case of the 100,000+ warning product, it was broken down into about 60 Visual Studio projects. As each project had all of the warnings removed it was changed so that the warnings were errors, that prevented new warnings from being added to projects that had been cleaned up (or rather it let my co-worker righteously yell at any developer that checked in code without compiling it first :-)
In my experience with a couple of employers, Coverity Prevent for C/C++ was decidedly worth it, finding some bugs even in good developers’ code, and a lot of bugs in the worst developers’ code. Others have already covered technical aspects, so I’ll focus on the political difficulties.
First, the developers whose code need static analysis the most, are the least likely to use it voluntarily. So I’m afraid you’ll need strong management backing, in practice as well as in theory; otherwise it might end up as just a checklist item, to produce impressive metrics without actually getting bugs fixed. Any static analysis tool is going to produce false positives; you’re probably going to need to dedicate somebody to minimizing the annoyance from them, e.g., by triaging defects, prioritizing the checkers, and tweaking the settings. (A commercial tool should be extremely good at never showing a false positive more than once; that alone may be worth the price.) Even the genuine defects are likely to generate annoyance; my advice on this is not to worry about, e.g., check-in comments grumbling that obviously destructive bugs are “minor.”
My biggest piece of advice is a corollary to my first law, above: Take the cheap shots first, and look at the painfully obvious bugs from your worst developers. Some of these might even have been found by compiler warnings, but a lot of bugs can slip through those cracks, e.g., when they’re suppressed by command-line options. Really blatant bugs can be politically useful, e.g., with a Top Ten List of the funniest defects, which can concentrate minds wonderfully, if used carefully.
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