|
| 1 | +## Automatically Generating Properties |
| 2 | + |
| 3 | +### What is a "Property"? |
| 4 | + |
| 5 | +We have mentioned *properties* several times so far, but we never |
| 6 | +explained *what* kind of properties CBMC can verify. We cover |
| 7 | +this topic in more detail in this section. |
| 8 | + |
| 9 | +CBMC uses |
| 10 | +[assertions](http://en.wikipedia.org/wiki/Assertion_(computing)) to |
| 11 | +specify program properties. Assertions are properties of the state of |
| 12 | +the program when the program reaches a particular program location. |
| 13 | +Assertions are often written by the programmer by means of the `assert` |
| 14 | +macro. |
| 15 | + |
| 16 | +In addition to the assertions written by the programmer, assertions for |
| 17 | +specific properties can also be generated automatically by CBMC, often |
| 18 | +relieving the programmer from expressing properties that should hold in any |
| 19 | +well-behaved program. |
| 20 | + |
| 21 | +CBMC comes with an assertion generator, which performs a conservative [static |
| 22 | +analysis](http://en.wikipedia.org/wiki/Static_code_analysis) to determine |
| 23 | +program locations that potentially contain a bug. Due to the imprecision of |
| 24 | +the static analysis, it is important to emphasize that these generated |
| 25 | +assertions are only *potential* bugs, and that the Model Checker first needs |
| 26 | +to confirm that they are indeed genuine bugs. |
| 27 | + |
| 28 | +The assertion generator can generate assertions for the verification of |
| 29 | +the following properties: |
| 30 | + |
| 31 | +- **Buffer overflows.** For each array access, check whether the upper |
| 32 | + and lower bounds are violated. |
| 33 | + |
| 34 | +- **Pointer safety.** Search for `NULL`-pointer dereferences or |
| 35 | + dereferences of other invalid pointers. |
| 36 | + |
| 37 | +- **Memory leaks.** Check whether the program constructs dyanamically |
| 38 | + allocated data structures that are subsequently inaccessible. |
| 39 | + |
| 40 | +- **Division by zero.** Check whether there is a division by zero in |
| 41 | + the program. |
| 42 | + |
| 43 | +- **Not-a-Number.** Check whether floating-point computation may |
| 44 | + result in [NaNs](http://en.wikipedia.org/wiki/NaN). |
| 45 | + |
| 46 | +- **Arithmetic overflow.** Check whether a numerical overflow occurs |
| 47 | + during an arithmetic operation. |
| 48 | + |
| 49 | +- **Undefined shifts.** Check for shifts with excessive distance. |
| 50 | + |
| 51 | +We refrain from explaining the properties above in detail. Most of them |
| 52 | +relate to behaviors that are left undefined by the respective language |
| 53 | +semantics. For a discussion on why these behaviors are usually very |
| 54 | +undesirable, read [this](http://blog.regehr.org/archives/213) blog post |
| 55 | +by John Regehr. |
| 56 | + |
| 57 | +All the properties described above are *reachability* properties. They |
| 58 | +are always of the form |
| 59 | + |
| 60 | +"*Is there a path through the program such that property ... is |
| 61 | +violated?*" |
| 62 | + |
| 63 | +The counterexamples to such properties are always program paths. Users |
| 64 | +of the Eclipse plugin can step through these counterexamples in a way |
| 65 | +that is similar to debugging programs. The installation of this plugin |
| 66 | +is explained [here](http://www.cprover.org/eclipse-plugin/). |
| 67 | + |
| 68 | +### Using goto-instrument |
| 69 | + |
| 70 | +The goto-instrument static analyzer operates on goto-binaries, which is |
| 71 | +a binary representation of control-flow graphs. The goto-binary is |
| 72 | +extracted from program source code using goto-cc, which is explained |
| 73 | +[here](../goto-cc/). Given a goto-program, goto-instrument operates |
| 74 | +as follows: |
| 75 | + |
| 76 | +1. A goto-binary is read in. |
| 77 | +2. The specified static analyses are performed. |
| 78 | +3. Any potential bugs found are transformed into corresponding |
| 79 | + assertions, and are added into the program. |
| 80 | +4. A new goto-binary (with assertions) is written to disc. |
| 81 | + |
| 82 | +As an example, we begin with small C program we call `expr.c` (taken |
| 83 | +from [here](http://www.spinroot.com/uno/)): |
| 84 | + |
| 85 | +```C |
| 86 | +int *ptr; |
| 87 | + |
| 88 | +int main(void) { |
| 89 | + if (ptr) |
| 90 | + *ptr = 0; |
| 91 | + if (!ptr) |
| 92 | + *ptr = 1; |
| 93 | +} |
| 94 | +``` |
| 95 | +
|
| 96 | +The program contains an obvious NULL-pointer dereference. We first |
| 97 | +compile the example program with goto-cc and then instrument the |
| 98 | +resulting goto-binary with pointer checks. |
| 99 | +
|
| 100 | +``` |
| 101 | +goto-cc expr.c -o in.gb goto-instrument in.gb out.gb --pointer-check |
| 102 | +``` |
| 103 | +
|
| 104 | +We can now get a list of the assertions that have been generated as |
| 105 | +follows: |
| 106 | +
|
| 107 | +``` |
| 108 | +goto-instrument out.gb --show-properties |
| 109 | +``` |
| 110 | +
|
| 111 | +Using CBMC on `out.gb`, we can obtain a counterexample |
| 112 | +trace for the NULL-pointer dereference: |
| 113 | +
|
| 114 | +``` |
| 115 | +cbmc out.gb |
| 116 | +``` |
| 117 | +
|
| 118 | +The goto-instrument program supports the following checks: |
| 119 | +
|
| 120 | +Flag | Check |
| 121 | +-----------------------------|---------------------------------------------- |
| 122 | +`--no-assertions` | ignore user assertions |
| 123 | +`--bounds-check` | add array bounds checks |
| 124 | +`--div-by-zero-check` | add division by zero checks |
| 125 | +`--pointer-check` | add pointer checks |
| 126 | +`--signed-overflow-check` | add arithmetic over- and underflow checks |
| 127 | +`--unsigned-overflow-check` | add arithmetic over- and underflow checks |
| 128 | +`--undefined-shift-check` | add range checks for shift distances |
| 129 | +`--nan-check` | add floating-point NaN checks |
| 130 | +`--uninitialized-check` | add checks for uninitialized locals (experimental) |
| 131 | +`--error-label label` | check that given label is unreachable |
| 132 | +
|
| 133 | +#### Generating function bodies |
| 134 | +
|
| 135 | +Sometimes implementations for called functions are not available in the goto |
| 136 | +program, or it is desirable to replace bodies of functions with certain |
| 137 | +predetermined stubs (for example to confirm that these functions are never |
| 138 | +called, or to indicate that these functions will never return). For this purpose |
| 139 | +goto-instrument provides the `--generate-function-body` option, that takes a |
| 140 | +regular expression (in [ECMAScript syntax] |
| 141 | +(http://en.cppreference.com/w/cpp/regex/ecmascript)) that describes the names of |
| 142 | +the functions to generate. Note that this will only generate bodies for |
| 143 | +functions that do not already have one; If one wishes to replace the body of a |
| 144 | +function with an existing definition, the `--remove-function-body` option can be |
| 145 | +used to remove the body of the function prior to generating a new one. |
| 146 | +
|
| 147 | +The shape of the stub itself can be chosen with the |
| 148 | +`--generate-function-body-options` parameter, which can take the following |
| 149 | +values: |
| 150 | +
|
| 151 | + Option | Result |
| 152 | +-----------------------------|------------------------------------------------------------- |
| 153 | + `nondet-return` | Do nothing and return a nondet result (this is the default) |
| 154 | + `assert-false` | Make the body contain an assert(false) |
| 155 | + `assume-false` | Make the body contain an assume(false) |
| 156 | + `assert-false-assume-false` | Combines assert-false and assume-false |
| 157 | + `havoc` | Set the contents of parameters and globals to nondet |
| 158 | +
|
| 159 | +The various combinations of assert-false and assume-false can be used to |
| 160 | +indicate that functions shouldn't be called, that they will never return or |
| 161 | +both. |
| 162 | +
|
| 163 | +Example: We have a program like this: |
| 164 | +
|
| 165 | +```C |
| 166 | +// error_example.c |
| 167 | +#include <stdlib.h> |
| 168 | +
|
| 169 | +void api_error(void); |
| 170 | +void internal_error(void); |
| 171 | +
|
| 172 | +int main(void) |
| 173 | +{ |
| 174 | + int arr[10] = {1,2,3,4,5, 6, 7, 8, 9, 10}; |
| 175 | + int sum = 0; |
| 176 | + for(int i = 1; i < 10; ++i) |
| 177 | + { |
| 178 | + sum += arr[i]; |
| 179 | + } |
| 180 | + if(sum != 55) |
| 181 | + { |
| 182 | + // we made a mistake when calculating the sum |
| 183 | + internal_error(); |
| 184 | + } |
| 185 | + if(rand() < 0) |
| 186 | + { |
| 187 | + // we think this cannot happen |
| 188 | + api_error(); |
| 189 | + } |
| 190 | + return 0; |
| 191 | +} |
| 192 | +``` |
| 193 | + |
| 194 | +Now, we can compile the program and detect that the error functions are indeed |
| 195 | +called by invoking these commands |
| 196 | + |
| 197 | +``` |
| 198 | + goto-cc error_example.c -o error_example.goto |
| 199 | + # Replace all functions ending with _error |
| 200 | + # (Excluding those starting with __) |
| 201 | + # With ones that have an assert(false) body |
| 202 | + goto-instrument error_example.goto error_example_replaced.goto \ |
| 203 | + --generate-function-body '(?!__).*_error' \ |
| 204 | + --generate-function-body-options assert-false |
| 205 | + cbmc error_example_replaced.goto |
| 206 | +``` |
| 207 | + |
| 208 | +Which gets us the output |
| 209 | + |
| 210 | +> ** Results: |
| 211 | +> error_example.c function api_error |
| 212 | +> [api_error.assertion.1] line 4 assertion false: FAILURE |
| 213 | +> |
| 214 | +> error_example.c function internal_error |
| 215 | +> [internal_error.assertion.1] line 5 assertion false: FAILURE |
| 216 | +> |
| 217 | +> ** 2 of 2 failed (2 iterations) |
| 218 | +> VERIFICATION FAILED |
| 219 | +
|
| 220 | +As opposed to the verification success we would have gotten without the |
| 221 | +instrumentation step. |
| 222 | + |
| 223 | +The havoc option takes further parameters `globals` and `params` with this |
| 224 | +syntax: `havoc[,globals:<regex>][,params:<regex>]` (where the square brackets |
| 225 | +indicate an optional part). The regular expressions have the same format as the |
| 226 | +those for the `--generate-function-body` option and indicate which globals and |
| 227 | +function parameters should be set to nondet. All regular expressions require |
| 228 | +exact matches (i.e. the regular expression `a|b` will match 'a' and 'b' but not |
| 229 | +'adrian' or 'bertha'). |
| 230 | + |
| 231 | +Example: With a C program like this |
| 232 | + |
| 233 | +```C |
| 234 | +struct Complex { |
| 235 | + double real; |
| 236 | + double imag; |
| 237 | +}; |
| 238 | + |
| 239 | +struct Complex AGlobalComplex; |
| 240 | +int do_something_with_complex(struct Complex *complex); |
| 241 | +``` |
| 242 | +
|
| 243 | +And the command line |
| 244 | +
|
| 245 | +``` |
| 246 | + goto-instrument in.goto out.goto |
| 247 | + --generate-function-body do_something_with_complex |
| 248 | + --generate-function-body-options |
| 249 | + 'havoc,params:.*,globals:AGlobalComplex' |
| 250 | +``` |
| 251 | +
|
| 252 | +The goto code equivalent of the following will be generated: |
| 253 | +
|
| 254 | +```C |
| 255 | +int do_something_with_complex(struct Complex *complex) |
| 256 | +{ |
| 257 | + if(complex) |
| 258 | + { |
| 259 | + complex->real = nondet_double(); |
| 260 | + complex->imag = nondet_double(); |
| 261 | + } |
| 262 | + AGlobalComplex.real = nondet_double(); |
| 263 | + AGlobalComplex.imag = nondet_double(); |
| 264 | + return nondet_int(); |
| 265 | +} |
| 266 | +``` |
| 267 | + |
| 268 | +A note on limitations: Because only static information is used for code |
| 269 | +generation, arrays of unknown size and pointers will not be affected by this; |
| 270 | +Which means that for code like this: |
| 271 | + |
| 272 | +```C |
| 273 | +struct Node { |
| 274 | + int val; |
| 275 | + struct Node *next; |
| 276 | +}; |
| 277 | + |
| 278 | +void do_something_with_node(struct Node *node); |
| 279 | +``` |
| 280 | +
|
| 281 | +Code like this will be generated: |
| 282 | +
|
| 283 | +```C |
| 284 | +void do_something_with_node(struct Node *node) |
| 285 | +{ |
| 286 | + if(node) |
| 287 | + { |
| 288 | + node->val = nondet_int(); |
| 289 | + node->next = nondet_0(); |
| 290 | + } |
| 291 | +} |
| 292 | +``` |
| 293 | + |
| 294 | +Note that no attempt to follow the `next` pointer is made. If an array of |
| 295 | +unknown (or 0) size is encountered, a diagnostic is emitted and the array is not |
| 296 | +further examined. |
| 297 | + |
| 298 | +Some care must be taken when choosing the regular expressions for globals and |
| 299 | +functions. Names starting with `__` are reserved for internal purposes; For |
| 300 | +example, replacing functions or setting global variables with the `__CPROVER` |
| 301 | +prefix might make analysis impossible. To avoid doing this by accident, negative |
| 302 | +lookahead can be used. For example, `(?!__).*` matches all names not starting |
| 303 | +with `__`. |
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