[cfe-dev] exhaustiveness of CSA checkers

Gábor Horváth via cfe-dev cfe-dev at lists.llvm.org
Wed Jan 15 09:15:21 PST 2020


(Adding Artem as he is very knowledgeable in this topic)

Oh, I see. In case it is known that you have a bounded number of paths it
is not entirely unreasonable to use symbolic execution to achieve what you
want.

Unfortunately, this is not a use-case that the static analyzer was designed
for. I think it should be possible to tweak it but I have no idea how much
work would that be.

But even though it might be possible to tweak the analyzer I am not sure if
this would be the right thing to do. Some questions that might help:

1. How much control-flow awareness do you need? Do you really need
path-sensitivity or flow-sensitive is sufficient? Or maybe lexical scoping
is enough?

You only need path sensitive check if you want to avoid false positives in
the form of:
if (cond)
  lock();
// ...
if (cond)
  unlock();

It looks like you already have some constraints on the coding style in the
code you want to check. So I guess there is a chance that users are not
allowed to do locking using complex patterns like the one above. If that is
the case, flow-sensitive analysis might be a better fit as it is easier to
make that exhaustive and will perform much better.
Or in case RAII style locking would be sufficient but you do not have dtors
in C, you can have syntactic checks that enforce hand-written RAII style
resource management.

2. Do you need interprocedural analysis? If so, do you have recursion? Do
you need context sensitivity? Can you add annotations to help guide the
analysis?

3. How complex is the task that you want to accomplish? Are locks
reentrant? Do you have to support more complex try_lock style APIs? Or is
it sufficient to only check the order of the API calls?

In case you can add annotations and you do not need path sensitivity you
could take a look at Thread Safety Analysis:
https://clang.llvm.org/docs/ThreadSafetyAnalysis.html

Cheers,
Gabor

On Wed, Jan 15, 2020 at 8:48 AM Fernandez, Matthew <
matthew.fernandez at intel.com> wrote:

> Hi Gabor,
>
>
>
> Thanks for your reply. The checker I’m implementing is similar to
> PthreadLockChecker. It knows the correct acquire/release patterns for
> certain primitives and checks for them. If analysis fails to reach the end
> of a function, the checker cannot warn for e.g. unreleased locks.
>
>
>
> This is a somewhat unorthodox case as I know the target code to which this
> will be applied. All functions are <500LoC and the only loops are
> statically bounded. It is observable statically that all functions
> terminate and there are a finite number of paths.
>
>
>
> I was hoping to use CSA for this because it handles path enumeration and
> constructing the exploded graph very nicely. Someone suggested to me I
> might have to move to KLEE, but that would be a shame because I’d need to
> introduce some code instrumentation/annotation to achieve what I want.
> Another option would be to use an AST visitor to enumerate the paths
> myself, but it would be nice to leverage LLVM’s existing functionality for
> this.
>
>
>
> Thanks,
>
> Matthew
>
>
>
> *From:* Gábor Horváth <xazax at google.com>
> *Sent:* Wednesday, January 15, 2020 08:13
> *To:* Fernandez, Matthew <matthew.fernandez at intel.com>
> *Cc:* cfe-dev at lists.llvm.org
> *Subject:* Re: [cfe-dev] exhaustiveness of CSA checkers
>
>
>
> Hi!
>
>
>
> The clang static analyzer does not give you any guarantees regarding the
> coverage/exhaustiveness. There is no way to ensure exhaustive analysis
> (such analysis is likely to be unbounded for most non-trivial programs, so
> this is not only about runtime, but also termination). For this reason all
> the checks have to be implemented with non-exhaustiveness in mind.
>
>
>
> Could you share what you are trying to achieve? Maybe symbolic execution
> is not the right tool for that problem.
>
>
>
> Cheers,
>
> Gabor
>
>
>
> On Wed, Jan 15, 2020 at 12:58 AM Fernandez, Matthew via cfe-dev <
> cfe-dev at lists.llvm.org> wrote:
>
> Hello cfe-dev,
>
>
>
> In prototyping a custom checker for the Clang Static Analyzer, I’ve found
> analysis terminates at some complexity limit. That is, when your target
> function exceeds some complexity bound, CSA stops path traversal and your
> checker does not receive callbacks for any remaining unvisited nodes. The
> two specific scenarios where I’ve run into this are high-iteration-count
> loops and complex conditionals (multiple short circuiting && and ||
> operators). The first I can work around by rephrasing the target loops or
> something like -analyzer-max-loop, but I can’t find a way to affect the
> behavior of the second. To compound the situation, I cannot see how the
> checker can detect that path exploration was incomplete.
>
>
>
> Is there a way to control the complexity limit enforced for conditionals?
> Or, failing that, to detect within the checker when path exploration was
> incomplete?
>
>
>
> To give some more context, my checker is an experiment and not something I
> am intending to upstream. Runtime is not an issue; I am fine with the
> analyzer taking multiple hours for a single run. Though I understand why
> the existing CSA bound choices have been made, as most users do not want
> their compiler to run for this long.
>
>
>
> Please CC me in replies as I’m not subscribed.
>
>
>
> Thanks,
>
> Matthew
>
> _______________________________________________
> cfe-dev mailing list
> cfe-dev at lists.llvm.org
> https://lists.llvm.org/cgi-bin/mailman/listinfo/cfe-dev
>
>
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