From 4fd0eb508f818f0e137741317636694b94c81639 Mon Sep 17 00:00:00 2001 From: Alex Apostolescu Date: Fri, 6 Oct 2023 12:56:08 +0300 Subject: [PATCH] guides/testing: Add testing section Integrate the testing section from https://usoc21.unikraft.org. Add links for the referenced tools. Signed-off-by: Alex Apostolescu --- content/guides/testing.mdx | 638 ++++++++++++++++++++++++ public/images/linux_vulnerabilities.png | Bin 0 -> 54663 bytes public/images/symbex.png | Bin 0 -> 209785 bytes 3 files changed, 638 insertions(+) create mode 100644 content/guides/testing.mdx create mode 100644 public/images/linux_vulnerabilities.png create mode 100644 public/images/symbex.png diff --git a/content/guides/testing.mdx b/content/guides/testing.mdx new file mode 100644 index 00000000..a66eed54 --- /dev/null +++ b/content/guides/testing.mdx @@ -0,0 +1,638 @@ +--- +title: Testing Unikraft +description: | + We are going to explore the idea of validation by testing. + The main focus will be testing but we also tacke other validation methods such as fuzzing and symbolic execution. +--- + +## 00. The Concept of Testing + +Before diving into how we can do testing on Unikraft, let’s first focus on several key concepts that are used when talking about testing. + +There are three types of testing: **unit testing**, **integration testing** and **end-to-end testing**. +To better understand the difference between them, we will look over an example of a webshop: + +If we're testing the whole workflow (creating an account, logging in, adding products to a cart, placing an order) we will call this **end-to-end testing**. +Our shop also has an analytics feature that allows us to see a couple of data points such as: +how many times an article was clicked on, how much time did a user look at it and so on. +To make sure the inventory module and the analytics module are working correctly (a counter in the analytics module increases when we click on a product), we will be writing **integration tests**. +Our shop also has at least an image for every product which should maximize when we're clicking on it. +To test this, we would write a **unit test**. + +Running the test suite after each change is called **regression testing**. +**Automatic testing** means that the tests are run and verified automatically and are usually triggered by contributiosn (pull requests). +**Automated regression testing** is the best practice in software engineering. + +One of the key metrics used in testing is **code coverage**. +This is used to measure the percentage of code that is executed during a test suite run. + +There are three common types of coverage: + +* **Statement coverage** is the percentage of code statements that are run during the testing. +* **Branch coverage** is the percentage of branches executed during the testing (e.g. if or while). +* **Path coverage** is the percentage of paths executed during the testing. + +We'll now go briefly over two other validation techniques, fuzzing and symbolic execution. + +### Fuzzing + +**Fuzzing** or fuzz testing is an automated software testing technique that involves providing invalid, unexpected, or random data as inputs to a computer program. +The program is then monitored for exceptions such as crashes, failing built-in code assertions, or potential memory leaks. + +The most popular OS fuzzers are [`kAFL`](https://github.com/IntelLabs/kAFL) and [`syzkaller`](https://github.com/google/syzkaller), but research in this area is very active. + +### Symbolic Execution + +As per Wikipedia, **symbolic execution** is a means of analyzing a program to determine what inputs cause each part of a program to execute. +An interpreter follows the program, assuming symbolic values for inputs rather than obtaining actual inputs as normal execution of the program would. +An example of a program being symbolically executed can be seen in the figure below: + + + +The most popular symbolic execution engines are [`KLEE`](https://klee.github.io/), [`S2E`](https://s2e.systems/docs/) and [`angr`](https://angr.io/). + +## 01. Existing Testing Frameworks + +Nowadays, testing is usually done using a framework. +There is no single testing framework that can be used for everything but one has plenty of options to chose from. + +### Linux Testing + +The main framework used by Linux for testing is [`KUnit`](https://kunit.dev/). +The building blocks of KUnit are test cases, functions with the signature `void (*)(struct kunit *test)`. +For example: + +```C++ +void example_add_test(struct kunit *test) +{ + /* check if calling add(1,0) is equal to 1 */ + KUNIT_EXPECT_EQ(test, 1, add(1, 0)); +} +``` + +We can use macros such as `KUNIT_EXPECT_EQ` to verify results. + +A set of test cases is called a **test suite**. +In the example below, we can see how one can add a test suite. + +```C +static struct kunit_case example_add_cases[] = { + KUNIT_CASE(example_add_test1), + KUNIT_CASE(example_add_test2), + KUNIT_CASE(example_add_test3), + {} +}; + +static struct kunit_suite example_test_suite = { + .name = "example", + .init = example_test_init, + .exit = example_test_exit, + .test_cases = example_add_cases, +}; +kunit_test_suite(example_test_suite); +``` + +The API is pretty intuitive and thoroughly detailed in the [official documentation](https://01.org/linuxgraphics/gfx-docs/drm/dev-tools/kunit/usage.html). + +KUnit is not the only tool used for testing Linux, there are tens of tools used to test Linux at any time: + +* Test suites + * [Linux Test Project](https://github.com/linux-test-project/ltp) is a collection of tools + * Static code analyzers ([`Coverity`](https://scan.coverity.com/), [`Coccinelle`](https://coccinelle.gitlabpages.inria.fr/website/), [`smatch`](https://lwn.net/Articles/691882/), [`sparse`](https://sparse.docs.kernel.org/en/latest/)) + * Module tests (KUnit) + * Fuzzing tools ([`Trinity`](https://github.com/kernelslacker/trinity), [`Syzkaller`](https://github.com/google/syzkaller)) + * Subsystem tests +* Automatic testing + * `kisskb` + * [`0Day`](https://github.com/0day-ci/linux) + * [`kernelci`](https://foundation.kernelci.org/) + * `Kerneltests` + +In the figure below, we can see that as more and better tools were developed we saw an increase in reported vulnerabilities. +There was a peak in 2017, after which a steady decrease which may be caused by the amount of tools used to verify patches before being upstreamed. + + + +### [OSV Testing](https://documentation.tricentis.com/tosca/1420/en/content/orchestrate/orchestrate.htm) + +Let's see how another unikernel does the testing. +OSv uses a different approach. +They're using the [Boost test framework](https://www.boost.org/doc/libs/1_82_0/libs/test/doc/html/index.html) alongside tests consisting of standalone simple applications. +For example, to test `read` they have the following [standalone app](https://github.com/cloudius-systems/osv/blob/master/tests/tst-read.cc), whereas for [testing thevfs](https://github.com/cloudius-systems/osv/blob/master/tests/tst-vfs.cc), they use boost. + +### User Space Testing + +Right now, there are a plethora of existing testing frameworks for different programming languages. +For example, [`Google Test`](https://github.com/google/googletest) is a testing framework for C++ whereas JUnit for Java. +Let's take a quick look at how `Google Test` works: + +We have the following C++ code for the factorial in a function.cpp: + +```C++ +int Factorial(int n) { + int result = 1; + for (int i = 1; i <= n; i++) { + result *= i; + } + + return result; +} +``` + +To create a test file, we'll create a new C++ source that includes `gtest/gtest.h` +We can now define the tests using the `TEST` macro. +We named this test `Negative` and added it to the `FactorialTest`. + +```C++ +TEST(FactorialTest, Negative) { +... +} +``` + +Inside the test we can write C++ code as inside a function and use existing macros for adding test checks via macros such as `EXPECT_EQ`, `EXPECT_GT`. + +```C++ +#include "gtest/gtest.h" + +TEST(FactorialTest, Negative) +{ + EXPECT_EQ(1, Factorial(-5)); + EXPECT_EQ(1, Factorial(-1)); + EXPECT_GT(Factorial(-10), 0); +} +``` + +In order to run the test we add a main function similar to the one below to the test file that we have just created: + +```C++ +int main(int argc, char ∗∗argv) { + ::testing::InitGoogleTest(&argc, argv); + return RUN_ALL_TESTS(); +} +``` + +Easy? +This is not always the case, for example this [sample](https://github.com/google/googletest/blob/master/googletest/samples/sample9_unittest.cc) shows a more advanced and nested test. + +## 02. Unikraft's Testing Framework + +Unikraft's testing framework, [`uktest`](https://github.com/unikraft/unikraft/tree/staging/lib/uktest), has been inspired by KUnit and provides a flexible testing API. + +### API Overview + +To use the API you have to include `uk/test.h`. +To register a testsuite, we simply call `uk_testsuite_register`. + +```C++ +uk_testsuite_register(factorial_testsuite, NULL); +``` + +We use the macro `UK_TESTCASE` to both declare a test suite and add a test case to it: + +```C++ +UK_TESTCASE(testsuite_name, testcase1_name) +{ + UK_TEST_EXPECT_SNUM_EQ(some_function(2), 2); +} + +UK_TESTCASE(testsuite_name, testcase2_name) +{ + UK_TEST_EXPECT_SNUM_EQ(some_other_function(2), 2); +} +``` + +## 03. The Design behind Unikraft's Testing Framework + +The key ideas that were followed when writing `uktest` are: + +* **Non-sophisticated**: +It should follow an existing framework (e.g. [`KUnit`](https://01.org/linuxgraphics/gfx-docs/drm/dev-tools/kunit/usage.html)) in order to reuse the existing documentation and have a smaller learning curve +* Ability to specify when to run the tests during the boot process +* Written in C +* Should not conflict with other unit test frameworks (e.g. the one used for testing libraries and apps such as [`Google Test`](https://github.com/google/googletest)) +* BSD-compatible license +* Have the ability to write tests as a whole file or as in-line tests above a method + +### How Tests Are Run + +Unikraft boot process is centred around the idea of constructors. +Not to be confused with class constructors, Unikraft's constructors are simply functions registered in a special section inside the image and ran at boot time. +We use the `section` [`attribute`](https://gcc.gnu.org/onlinedocs/gcc-3.2/gcc/Variable-Attributes.html) from GCC to tell the compiler to a specific section inside the binary, in our case `.uk_ctortab`. +Later at boot, we go through each value stored in the section and run it: + +```C++ +uk_ctortab_foreach(ctorfn, __init_array_start, __init_array_end) { + if (!*ctorfn) + continue; + + uk_pr_debug("Call constructor: %p()...\n", *ctorfn); + (*ctorfn)(); +} +``` + +There are multiple such loops through the boot code found in [`ukboot/boot.c`](https://github.com/unikraft/unikraft/blob/staging/lib/ukboot/boot.c). +The testing framework simply registers the test function that needs to be called during the run. + +### Key Functions and Data Structures + +The key structure used is `uk_testcase` defined as: + +```C++ +struct uk_testcase { + /* The name of the test case. */ + const char *name; + /* Pointer to the method */ + void (*func)(struct uk_testcase *self); + /* The number of failed assertions in this case. */ + unsigned int failed_asserts; + /* The number of assertions in this case. */ + unsigned int total_asserts; +}; +``` + +The macro that we're using to check conditions is `UK_TEST_ASSERT`. +It is a wrapper over `_uk_test_do_assert`: + +```C++ +static inline void +_uk_test_do_assert(struct uk_testcase *esac, bool cond, const char *fmt, ...) +{ + ... + esac->total_asserts++; + + if (!cond) { + esac->failed_asserts++; + ... + } +} +``` + +Basically, what the function does is to increment the number of failed asserts if the condition is false. + +We've seen that `uk_testsuite_register` is used to register tests. +What this call boils down to is: + +```C++ +#define uk_test_at_initcall_prio(suite, class, prio) \ + static int UK_TESTSUITE_FN(suite)(void) \ + { \ + uk_testsuite_add(&suite); \ + uk_testsuite_run(&suite); \ + return 0; \ + } \ + uk_initcall_class_prio(UK_TESTSUITE_FN(suite), class, prio) +``` + +We can see that `uk_initcall_class_prio` registers the newly defined function as a constructor to be called at a specific time during the boot process. +`uk_testsuite_add` simply adds the test suite to a linked listed of available test suites. +`uk_testsuite_run` simply iterates runs all the test cases in the test suite. + +```C++ +int uk_testsuite_run(struct uk_testsuite *suite) +{ + ... + /* Iterate through all the registered test cases */ + uk_testsuite_for_each_case(suite, testcase) { + + /* Run the test case function testcase->func(testcase); + + /* If one case fails, the whole suite fails. */ + if (testcase->failed_asserts > 0) + suite->failed_cases++; + } + ... +} +``` + +## Work Items + +In this work session we will go over writing and running tests for Unikraft. +We will use `uktest` and [`Google Test`](https://github.com/google/googletest). +Make sure you are on the `usoc21` branch on the core Unikraft repo and `staging` on all others. +`uktest` should be enabled from the Kconfig. + +### Support Files + +Session support files are available on [this GitHub repo](https://github.com/unikraft-upb/guides-exercises/tree/master/testing). +You can use your own setup or start from the files in `work/`. +If you get stuck take a peek at the solutions in `sol/`. + +### 01. Tutorial: Testing a Simple Application + +We will begin this session with a very simple example. +We can use the `app-helloworld` as a starting point. +In `main.c` remove all the existing code. +The next step is to include `uk/test.h` and define the factorial function: + +```C++ +#include + +int factorial(int n) { + int result = 1; + for (int i = 1; i <= n; i++) { + result *= i; + } + + return result; +} +``` + +We are now ready to add a test suite with a test case: + +```C++ +UK_TESTCASE(factorial_testsuite, factorial_test_positive) +{ + UK_TEST_EXPECT_SNUM_EQ(factorial(2), 2); +} + +uk_testsuite_register(factorial_testsuite, NULL); +``` + +When we run this application, we should see the following output: + +```console +test: factorial_testsuite->factorial_test_positive + : expected `factorial(2)` to be 2 but was 2 ....................................... [ PASSED ] +``` + +Throughout this session we will extend this simple app that we have just written. + +### 02. Adding a New Test Suite + +For this task, you will have to modify the existing factorial application by adding a new function that computes if a number is prime. +Add a new testsuite for this function. + +### 03. Tutorial: Testing vfscore + +We begin by adding a new file for the tests called `test_stat.c` in a newly created folder `tests` in the `vfscore` internal library: + +```Makefile +LIBVFSCORE_SRCS-$(CONFIG_LIBVFSCORE_TEST_STAT) += \ + $(LIBVFSCORE_BASE)/tests/test_stat.c +``` + +We then add the menuconfig option in the `if LIBVFSCORE` block: + +```KConfig +menuconfig LIBVFSCORE_TEST + bool "Test vfscore" + select LIBVFSCORE_TEST_STAT if LIBUKTEST_ALL + default n + +if LIBVFSCORE_TEST + +config LIBVFSCORE_TEST_STAT + bool "test: stat()" + select LIBRAMFS + default n + +endif +``` + +And finally add a new testsuite with a test case. + +```C++ +#include + +#include +#include +#include +#include +#include + +typedef struct vfscore_stat { + int rc; + int errcode; + char *filename; +} vfscore_stat_t; + +static vfscore_stat_t test_stats [] = { + { .rc = 0, .errcode = 0, .filename = "/foo/file.txt" }, + { .rc = -1, .errcode = EINVAL, .filename = NULL }, +}; + +static int fd; + +UK_TESTCASE(vfscore_stat_testsuite, vfscore_test_newfile) +{ + /* First check if mount works all right */ + int ret = mount("", "/", "ramfs", 0, NULL); + UK_TEST_EXPECT_SNUM_EQ(ret, 0); + + ret = mkdir("/foo", S_IRWXU); + UK_TEST_EXPECT_SNUM_EQ(ret, 0); + + fd = open("/foo/file.txt", O_WRONLY | O_CREAT, S_IRWXU); + UK_TEST_EXPECT_SNUM_GT(fd, 2); + + UK_TEST_EXPECT_SNUM_EQ( + write(fd, "hello\n", sizeof("hello\n")), + sizeof("hello\n") + ); + fsync(fd); +} + +/* Register the test suite */ +uk_testsuite_register(vfscore_stat_testsuite, NULL); +``` + +We will be using a simple app without any main function to run the testsuite, the output should be similar with: + +```console +test: vfscore_stat_testsuite->vfscore_test_newfile + : expected `ret` to be 0 but was 0 ................................................ [ PASSED ] + : expected `ret` to be 0 but was 0 ................................................ [ PASSED ] + : expected `fd` to be greater than 2 but was 3 .................................... [ PASSED ] + : expected `write(fd, "hello\n", sizeof("hello\n"))` to be 7 but was 7 ............ [ PASSED ] +``` + +### 04. Add a Test Suite for `nolibc` + +Add a new test suite for nolibc with four test cases in it. +You can use any POSIX function from nolibc for this task. +Feel free to look over the [documentation](https://github.com/unikraft/unikraft/blob/staging/lib/uktest/README.md) to write more complex tests. + +### 05. Tutorial: Running Google Test on Unikraft + +For this tutorial, we will use Google Test under Unikraft. +Aside from `lib-googletest`, we'll also need to have `libcxx`, `libcxxabi`, `libunwind`, `compiler-rt` and `newlib` because we're testing C++ code. + +The second step is to enable the Google Test library and its config option `Build google test with main`. + +We can now add a new cpp file, `main.cpp`. +Make sure that the files end in `.cpp` and not `.c`, otherwise you'll get lots of errors. +In the source file we'll include `gtest/gtest.h` +We will now be able to add our factorial function and test it. + +```C++ +int Factorial(int n) { + int result = 1; + for (int i = 1; i <= n; i++) { + result *= i; + } + + return result; +} + +TEST(FactorialTest, Negative) { + EXPECT_EQ(1, Factorial(-5)); + EXPECT_EQ(1, Factorial(-1)); + EXPECT_GT(Factorial(-10), 0); +} +``` + +If we run our unikernel, we should see the following output: + +```console +[==========] Running 1 test from 1 test case. +[----------] Global test environment set-up. +[----------] 1 test from FactorialTest +[ RUN ] FactorialTest.Negative +[ OK ] FactorialTest.Negative (0 ms) +[----------] 1 test from FactorialTest (0 ms total) + +[----------] Global test environment tear-down +[==========] 1 test from 1 test case ran. (0 ms total) +[ PASSED ] 1 test. +``` + +We can see that in this case, the tests are being run after the main call, not before! + +### 06. Tutorial (Bonus): Using KLEE for Symbolic Execution + +One of the most popular symbolic execution engine is [KLEE](https://klee.github.io/). +For convenience, we'll be using Docker. + +```Bash +docker pull klee/klee:2.1 +docker run --rm -ti --ulimit='stack=-1:-1' klee/klee:2.1 +``` + +Let's look over this regular expression program, can you spot any bugs? +We'll create a file `ex.c` with this code: + +```C++ +#include + +static int matchhere(char*,char*); + +static int matchstar(int c, char *re, char *text) { + do { + if (matchhere(re, text)) + return 1; + } while (*text != '\0' && (*text++ == c || c== '.')); + return 0; +} + +static int matchhere(char *re, char *text) { + if (re[0] == '\0') + return 0; + if (re[1] == '*') + return matchstar(re[0], re+2, text); + if (re[0] == '$' && re[1]=='\0') + return *text == '\0'; + if (*text!='\0' && (re[0]=='.' || re[0]==*text)) + return matchhere(re+1, text+1); + return 0; +} + +int match(char *re, char *text) { + if (re[0] == '^') + return matchhere(re+1, text); + do { + if (matchhere(re, text)) + return 1; + } while (*text++ != '\0'); + return 0; +} + +#define SIZE 7 + +int main(int argc, char **argv) { + char re[SIZE]; + + int count = read(0, re, SIZE - 1); + //klee_make_symbolic(re, sizeof re, "re"); + + int m = match(re, "hello"); + if (m) printf("Match\n", re); + + return 0; +} +``` + +Now, let's run this program symbolically. +To do this, we'll uncomment the `klee_make_symbol` line, and comment the line with `read` and `printf`. +We'll compile the program with `clang` this time: + +```Bash +clang -c -g -emit-llvm ex.c +``` + +And run it with KLEE: + +```Bash +klee ex.bc +``` + +We'll see the following output: + +```console +KLEE: output directory is "/home/klee/klee-out-4" +KLEE: Using STP solver backend +KLEE: ERROR: ex1.c:13: memory error: out of bound pointer +KLEE: NOTE: now ignoring this error at this location +KLEE: ERROR: ex1.c:15: memory error: out of bound pointer +KLEE: NOTE: now ignoring this error at this location + +KLEE: done: total instructions = 5314314 +KLEE: done: completed paths = 7692 +KLEE: done: generated tests = 6804 +``` + +This tells us that KLEE has found two memory errors. +It also gives us some info about the number of paths and instructions executed. +After the run, a folder `klee-last` has been generated that contains all the test cases. +We want to find the ones that generated memory errors: + +```console +klee@affd7769bb39:~/klee-last$ ls | grep err +test000018.ptr.err +test000020.ptr.err +``` + +We look at testcase 18: + +```console +klee@affd7769bb39:~/klee-last$ ktest-tool test000018.ktest +ktest file : 'test000018.ktest' +args : ['ex1.bc'] +num objects: 1 +object 0: name: 're' +object 0: size: 7 +object 0: data: b'^\x01*\x01*\x01*' +object 0: hex : 0x5e012a012a012a +object 0: text: ^.*.*.* +``` + +This is just a quick example of the power of symbolic execution, but it comes with one great problem: path explosion. +When we have more complicated programs that have unbounded loops, the number of paths grows exponentially and thus symbolic execution is not viable anymore. + +## Further Reading + +* [6.005 Reading 3: Test](https://ocw.mit.edu/ans7870/6/6.005/s16/classes/03-testing/index.html#automated_testing_and_regression_testing) +* [A gentle introduction to Linux Kernel fuzzing](https://blog.cloudflare.com/a-gentle-introduction-to-linux-kernel-fuzzing/) +* [Symbolic execution with KLEE](https://adalogics.com/blog/symbolic-execution-with-klee) +* [Using KUnit](https://www.kernel.org/doc/html/latest/dev-tools/kunit/usage.html) diff --git a/public/images/linux_vulnerabilities.png b/public/images/linux_vulnerabilities.png new file mode 100644 index 0000000000000000000000000000000000000000..346709bf0381a62b157c4c60243c26b575bb841f GIT binary patch literal 54663 zcmc$`WmubAyETdxDORAxtw53D1h;`nNMx%cE~SaMVn)0h3dxI!TXO0@Yi5p@xA+Y{{a&3=s5-o3SC?^;Or6B^lPEW5$g6$vD1v-yod2o zax8GP${XN;2ClUd`E_gr8b6lNkW>6Rd;|i3SicU;Z^tyh9$JHa`S|xU`9F7N2LC#c 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