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diff --git a/_articles/2021-02-17-ann-fallible-fault-injection-library-for-stress-testing-failure-scenarios.md b/_articles/2021-02-17-ann-fallible-fault-injection-library-for-stress-testing-failure-scenarios.md new file mode 100644 index 0000000..77dfa38 --- /dev/null +++ b/_articles/2021-02-17-ann-fallible-fault-injection-library-for-stress-testing-failure-scenarios.md @@ -0,0 +1,234 @@ +--- + +title: "ANN: fallible - Fault injection library for stress-testing failure scenarios" + +date: 2021-02-17 + +layout: post + +lang: en + +ref: ann-fallible-fault-injection-library-for-stress-testing-failure-scenarios + +--- + +Yesterday I pushed v0.1.0 of [fallible], a miniscule library for fault-injection and stress-testing C programs. + +[fallible]: https://fallible.euandreh.xyz + +## Existing solutions + +Writing robust code can be challenging, and tools like static analyzers, fuzzers and friends can help you get there with more certainty. +As I would try to improve some of my C code and make it more robust, in order to handle system crashes, filled disks, out-of-memory and similar scenarios, I didn't find existing tooling to help me get there as I expected to find. +I couldn't find existing tools to help me explicitly stress-test those failure scenarios. + +Take the "[Writing Robust Programs][gnu-std]" section of the GNU Coding Standards: + +[gnu-std]: https://www.gnu.org/prep/standards/standards.html#Semantics + +> Check every system call for an error return, unless you know you wish to ignore errors. +> (...) Check every call to malloc or realloc to see if it returned NULL. + +From a robustness standpoint, this is a reasonable stance: if you want to have a robust program that knows how to fail when you're out of memory and `malloc` returns `NULL`, than you ought to check every call to `malloc`. + +Take a sample code snippet for clarity: + +```c +void a_function() { + char *s1 = malloc(A_NUMBER); + strcpy(s1, "some string"); + + char *s2 = malloc(A_NUMBER); + strcpy(s2, "another string"); +} +``` + +At a first glance, this code is unsafe: if any of the calls to `malloc` returns `NULL`, `strcpy` will be given a `NULL` pointer. + +My first instinct was to change this code to something like this: + +```diff +@@ -1,7 +1,15 @@ + void a_function() { + char *s1 = malloc(A_NUMBER); ++ if (!s1) { ++ fprintf(stderr, "out of memory, exitting\n"); ++ exit(1); ++ } + strcpy(s1, "some string"); + + char *s2 = malloc(A_NUMBER); ++ if (!s2) { ++ fprintf(stderr, "out of memory, exitting\n"); ++ exit(1); ++ } + strcpy(s2, "another string"); + } +``` + +As I later found out, there are at least 2 problems with this approach: + +1. **it doesn't compose**: this could arguably work if `a_function` was `main`. + But if `a_function` lives inside a library, an `exit(1);` is a inelegant way of handling failures, and will catch the top-level `main` consuming the library by surprise; +2. **it gives up instead of handling failures**: the actual handling goes a bit beyond stopping. + What about open file handles, in-memory caches, unflushed bytes, etc.? + +If you could force only the second call to `malloc` to fail, [Valgrind] would correctly complain that the program exitted with unfreed memory. + +[Valgrind]: https://www.valgrind.org/ + +So the last change to make the best version of the above code is: + +```diff +@@ -1,15 +1,14 @@ +-void a_function() { ++bool a_function() { + char *s1 = malloc(A_NUMBER); + if (!s1) { +- fprintf(stderr, "out of memory, exitting\n"); +- exit(1); ++ return false; + } + strcpy(s1, "some string"); + + char *s2 = malloc(A_NUMBER); + if (!s2) { +- fprintf(stderr, "out of memory, exitting\n"); +- exit(1); ++ free(s1); ++ return false; + } + strcpy(s2, "another string"); + } +``` + +Instead of returning `void`, `a_function` now returns `bool` to indicate whether an error ocurred during its execution. +If `a_function` returned a pointer to something, the return value could be `NULL`, or an `int` that represents an error code. + +The code is now a) safe and b) failing gracefully, returning the control to the caller to properly handle the error case. + +After seeing similar patterns on well designed APIs, I adopted this practice for my own code, but was still left with manually verifying the correctness and robustness of it. + +How could I add assertions around my code that would help me make sure the `free(s1);` exists, before getting an error report? +How do other people and projects solve this? + +From what I could see, either people a) hope for the best, b) write safe code but don't strees-test it or c) write ad-hoc code to stress it. + +The most proeminent case of c) is SQLite: it has a few wrappers around the familiar `malloc` to do fault injection, check for memory limits, add warnings, create shim layers for other environments, etc. +All of that, however, is tightly couple with SQLite itself, and couldn't be easily pulled off for using somewhere else. + +When searching for it online, an [interesting thread] caught my atention: fail the call to `malloc` for each time it is called, and when the same stacktrace appears again, allow it to proceed. + +[interesting thread]: https://stackoverflow.com/questions/1711170/unit-testing-for-failed-malloc + +## Implementation + +A working implementation of that already exists: [mallocfail]. +It uses `LD_PRELOAD` to replace `malloc` at run-time, computes the SHA of the stacktrace and fails once for each SHA. + +I initially envisioned and started implementing something very similar to mallocfail. +However I wanted it to go beyond out-of-memory scenarios, and using `LD_PRELOAD` for every possible corner that could fail wasn't a good idea on the long run. + +Also, mallocfail won't work together with tools such as Valgrind, who want to do their own override of `malloc` with `LD_PRELOAD`. + +I instead went with less automatic things: starting with a `fallible_should_fail(char *filename, int lineno)` function that fails once for each `filename`+`lineno` combination, I created macro wrappers around common functions such as `malloc`: + +```c +void *fallible_malloc(size_t size, const char *const filename, int lineno) { +#ifdef FALLIBLE + if (fallible_should_fail(filename, lineno)) { + return NULL; + } +#else + (void)filename; + (void)lineno; +#endif + return malloc(size); +} + +#define MALLOC(size) fallible_malloc(size, __FILE__, __LINE__) +``` + +With this definition, I could replace the calls to `malloc` with `MALLOC` (or any other name that you want to `#define`): + +```diff +--- 3.c 2021-02-17 00:15:38.019706074 -0300 ++++ 4.c 2021-02-17 00:44:32.306885590 -0300 +@@ -1,11 +1,11 @@ + bool a_function() { +- char *s1 = malloc(A_NUMBER); ++ char *s1 = MALLOC(A_NUMBER); + if (!s1) { + return false; + } + strcpy(s1, "some string"); + +- char *s2 = malloc(A_NUMBER); ++ char *s2 = MALLOC(A_NUMBER); + if (!s2) { + free(s1); + return false; +``` + +With this change, if the program gets compiled with the `-DFALLIBLE` flag the fault-injection mechanism will run, and `MALLOC` will fail once for each `filename`+`lineno` combination. +When the flag is missing, `MALLOC` is a very thin wrapper around `malloc`, which compilers could remove entirely, and the `-lfallible` flags can be omitted. + +This applies not only to `malloc` or other `stdlib.h` functions. +If `a_function` is important or relevant, I could add a wrapper around it too, that checks if `fallible_should_fail` to exercise if its callers are also doing the proper clean-up. + +The actual code is just this single function, [`fallible_should_fail`], which ended-up taking only ~40 lines. +In fact, there are more lines of either Makefile (111), README.md (82) or troff (306) on this first version. + +The price for such fine-grained control is that this approach requires more manual work. + +[mallocfail]: https://github.com/ralight/mallocfail +[`fallible_should_fail`]: https://git.euandreh.xyz/fallible/tree/src/fallible.c?id=v0.1.0#n16 + +## Usage examples + +### `MALLOC` from the `README.md` + +```c +// leaky.c +#include <string.h> +#include <fallible_alloc.h> + +int main() { + char *aaa = MALLOC(100); + if (!aaa) { + return 1; + } + strcpy(aaa, "a safe use of strcpy"); + + char *bbb = MALLOC(100); + if (!bbb) { + // free(aaa); + return 1; + } + strcpy(bbb, "not unsafe, but aaa is leaking"); + + free(bbb); + free(aaa); + return 0; +} +``` + +Compile with `-DFALLIBLE` and run [`fallible-check.1`][fallible-check]: +```shell +$ c99 -DFALLIBLE -o leaky leaky.c -lfallible +$ fallible-check ./leaky +Valgrind failed when we did not expect it to: +(...suppressed output...) +# exit status is 1 +``` + +[fallible-check]: https:/fallible.euandreh.xyz/fallible-check.1.html + +## Conclusion + +For my personal use, I'll [package] them for GNU Guix and Nix. +Packaging it to any other distribution should be trivial, or just downloading the tarball and running `[sudo] make install`. + +Patches welcome! + +[package]: https://git.euandreh.xyz/package-repository/about/ |