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authorDominic Chen <d.c.ddcc@gmail.com>2013-07-25 10:58:00 +0100
committerDominic Chen <d.c.ddcc@gmail.com>2013-07-25 10:58:00 +0100
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-<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01//EN"
- "http://www.w3.org/TR/html4/strict.dtd">
-<!-- Material used from: HTML 4.01 specs: http://www.w3.org/TR/html401/ -->
-<html>
-<head>
- <META http-equiv="Content-Type" content="text/html; charset=ISO-8859-1">
- <title>KLEE - Tutorial One</title>
- <link type="text/css" rel="stylesheet" href="menu.css">
- <link type="text/css" rel="stylesheet" href="content.css">
-</head>
-<body>
-<!--#include virtual="menu.html.incl"-->
-<div id="content">
- <!--*********************************************************************-->
- <h1>Tutorial One: Testing a Small Function</h1>
- <!--*********************************************************************-->
-
- <h2>The demo code</h2>
-
- This tutorial walks you through the main steps needed to test a
- simple function with KLEE. Here is our simple function:
-
- <pre class="code">
- int get_sign(int x) {
- if (x == 0)
- return 0;
-
- if (x < 0)
- return -1;
- else
- return 1;
- } </pre>
-
- You can find the entire code for this example in the source tree
- under <tt>examples/get_sign</tt>. A version of the source code can
- also be accessed <a href="resources/get_sign.c.html">here</a>.
-
- <h2>Marking input as symbolic</h2>
-
- In order to test this function with KLEE, we need to run it
- on <i>symbolic</i> input. To mark a variable as symbolic, we use
- the <tt>klee_make_symbolic()</tt> function, which takes three
- arguments: the address of the variable (memory location) that we
- want to treat as symbolic, its size, and a name (which can be
- anything). Here is a simple <tt>main()</tt> function that marks a
- variable <tt>a</tt> as symbolic and uses it to
- call <tt>get_sign()</tt>:
-
- <pre class="code">
- int main() {
- int a;
- klee_make_symbolic(&a, sizeof(a), "a");
- return get_sign(a);
- } </pre>
-
-
-
- <h2>Compiling to LLVM bitcode</h2>
-
- KLEE operates on LLVM bitcode. To run a program with KLEE, you
- first compile it to LLVM bitcode using <tt>llvm-gcc
- --emit-llvm</tt>. Assuming our code is stored in <tt>get_sign.c</tt>,
- we run:
-
- <div class="instr">
- llvm-gcc --emit-llvm -c -g get_sign.c
- </div>
-
- to generate the LLVM bitcode file <tt>get_sign.o</tt>.
-
- It is useful to (1) build with <tt>-g</tt> to add debug information
- to the bitcode file, which we use to generate source line level
- statistics information, and (2) not use any optimization flags. The
- code can be optimized later, as KLEE provides the
- <tt>--optimize</tt> command line option to run the optimizer
- internally.
-
- <h2>Running KLEE</h2>
-
- To run KLEE on the bitcode file simply execute:
-
- <div class="instr">
- klee get_sign.o
- </div>
-
- You should see the following output (assumes LLVM 2.8):
- <pre class="output">
- KLEE: output directory = "klee-out-0"
-
- KLEE: done: total instructions = 51
- KLEE: done: completed paths = 3
- KLEE: done: generated tests = 3 </pre>
-
- There are three paths through our simple function, one
- where <tt>a</tt> is <tt>0</tt>, one where it is less than <tt>0</tt>
- and one where it is greater than <tt>0</tt>.
-
- As expected, KLEE informs us that it explored three paths in the
- program and generated one test case for each path explored. The
- output of a KLEE execution is a directory (in our
- case <tt>klee-out-0</tt>) containing the test cases generated by
- KLEE. KLEE names the output directory <tt>klee-out-N</tt> where N
- is the lowest available number (so if we run KLEE again it will
- create a directory called <tt>klee-out-1</tt>), and also generates a
- symbolic link called <tt>klee-last</tt> to this directory for
- convenience:
-
- <pre class="output">
- $ ls klee-last/
- assembly.ll run.istats test000002.ktest
- info run.stats test000003.ktest
- messages.txt test000001.ktest warnings.txt </pre>
-
- Please click <a href="klee-files.html">here</a> if you would like an
- overview of the files generated by KLEE. In this tutorial, we only
- focus on the actual test files generated by KLEE.
-
- <h2>KLEE-generated test cases</h2> The test cases generated by KLEE
- are written in files with extension <tt>.ktest</tt>. These are
- binary files, which can be read with the <tt>ktest-tool</tt>
- utility. So let's examine each file:
-
- <pre class="output">
- $ ktest-tool --write-ints klee-last/test000001.ktest
- ktest file : 'klee-last/test000001.ktest'
- args : ['get_sign.o']
- num objects: 1
- object 0: name: 'a'
- object 0: size: 4
- object 0: data: 1
-
- $ ktest-tool --write-ints klee-last/test000002.ktest
- ...
- object 0: data: -2147483648
-
- $ ktest-tool --write-ints klee-last/test000003.ktest
- ...
- object 0: data: 0 </pre>
-
- In each test file, KLEE reports the arguments with which the program
- was invoked (in our case no arguments other than the program name
- itself), the number of symbolic objects on that path (only one in
- our case), the name of our symbolic object ('a') and its size (4).
- The actual test itself is represented by the value of our
- input: <tt>1</tt> for the first test, <tt>-2147483648</tt> for the
- second and <tt>0</tt> for the last one. As expected, KLEE generated
- value <tt>0</tt>, one negative value (<tt>-2147483648</tt>), and one
- positive value (<tt>1</tt>). We can now run these values on a
- native version of our program, to exercise all paths through the
- code!
-
-
- <h2>Replaying a test case</h2>
-
- While we can run the test cases generated by KLEE on our program by
- hand, (or with the help of an existing test infrastructure), KLEE
- provides a convenient <i>replay library</i>, which simply replaces
- the call to <tt>klee_make_symbolic</tt> with a call to a function
- that assigns to our input the value stored in the <tt>.ktest</tt>
- file.
-
- To use it, simply link your program with the <tt>libkleeRuntest</tt>
- library and set the <tt>KTEST_FILE</tt> environment variable to
- point to the name of the desired test case:
-
- <pre class="output">
- $ export LD_LIBRARY_PATH=path-to-klee-root/Release+Asserts/lib/:$LD_LIBRARY_PATH
- $ gcc -L path-to-klee-root/Release+Asserts/lib/ get_sign.c -lkleeRuntest
- $ KTEST_FILE=klee-last/test000001.ktest ./a.out
- $ echo $?
- 1
- $ KTEST_FILE=klee-last/test000002.ktest ./a.out
- $ echo $?
- 255
- $ KTEST_FILE=klee-last/test000003.ktest ./a.out
- $ echo $?
- 0 </pre>
-
- As expected, our program returns 1 when running the first test case,
- 255 (-1 converted to a valid exit code value in the 0-255 range)
- when running the second one, and 0 when running the last one.
-
- <br/><br/>
-
-</div>
-</body>
-</html>