1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
|
#!/usr/bin/env python3
import kconfiglib
import logging
import itertools
import os
import re
import shutil
import subprocess
from .utils import cd
from versuchung.experiment import Experiment
from versuchung.types import String, Bool, Integer
from versuchung.files import File, Directory
logger = logging.getLogger(__name__)
class AttributeExperiment(Experiment):
outputs = {
"config": File(".config"),
"attributes": File("attributes.json"),
"build_out": File("build.out"),
"build_err": File("build.err"),
}
def run(self):
build_command = self.build_command.value.split()
attr_command = self.attr_command.value.split()
shutil.copyfile(f"{self.project_root.path}/.config", self.config.path)
subprocess.check_call(
["make", "clean"],
cwd=self.project_root.path,
stdout=subprocess.PIPE,
stderr=subprocess.PIPE,
)
try:
with open(self.build_out.path, "w") as out_fd, open(
self.build_err.path, "w"
) as err_fd:
subprocess.check_call(
build_command,
cwd=self.project_root.path,
stdout=out_fd,
stderr=err_fd,
)
except subprocess.CalledProcessError:
logger.info("build error")
return
with open(self.attributes.path, "w") as attr_fd:
subprocess.check_call(
attr_command, cwd=self.project_root.path, stdout=attr_fd
)
class RandomConfig(AttributeExperiment):
inputs = {
"randconfig_seed": String("FIXME"),
"config_hash": String("FIXME"),
"kconfig_hash": String("FIXME"),
"project_root": Directory("/tmp"),
"project_version": String("FIXME"),
"clean_command": String("make clean"),
"build_command": String("make"),
"attr_command": String("make attributes"),
}
class ExploreConfig(AttributeExperiment):
inputs = {
"config_hash": String("FIXME"),
"kconfig_hash": String("FIXME"),
"project_root": Directory("/tmp"),
"project_version": String("FIXME"),
"clean_command": String("make clean"),
"build_command": String("make"),
"attr_command": String("make attributes"),
}
class KConfig:
def __init__(self, working_directory):
self.cwd = working_directory
self.clean_command = "make clean"
self.build_command = "make"
self.attribute_command = "make attributes"
self.randconfig_command = "make randconfig"
self.kconfig = "Kconfig"
def randconfig(self):
status = subprocess.run(
self.randconfig_command.split(),
cwd=self.cwd,
stdout=subprocess.PIPE,
stderr=subprocess.PIPE,
universal_newlines=True,
)
# make randconfig occasionally generates illegal configurations, so a project may run randconfig more than once.
# Make sure to return the seed of the latest run (don't short-circuit).
seed = None
for line in status.stderr.split("\n"):
match = re.match("KCONFIG_SEED=(.*)", line)
if match:
seed = match.group(1)
if seed:
return seed
return "unknown"
def git_commit_id(self):
try:
status = subprocess.run(
["git", "rev-parse", "HEAD"],
cwd=self.cwd,
stdout=subprocess.PIPE,
stderr=subprocess.PIPE,
universal_newlines=True,
)
revision = status.stdout.strip()
return revision
except FileNotFoundError:
return "unknown"
def file_hash(self, config_file):
status = subprocess.run(
["sha256sum", config_file],
cwd=self.cwd,
stdout=subprocess.PIPE,
stderr=subprocess.PIPE,
universal_newlines=True,
)
try:
sha256sum = status.stdout.split()[0]
except IndexError:
raise RuntimeError(
f"Unable to extract hash from 'sha256sum {config_file}' output '{status.stdout}'"
)
return sha256sum
def run_nfpkeys(self):
nfpkeys = File("nfpkeys.json")
with open(nfpkeys.path, "w") as out_fd:
subprocess.check_call(["make", "nfpkeys"], cwd=self.cwd, stdout=out_fd)
def run_randconfig(self):
"""Run a randomconfig experiment in the selected project. Results are written to the current working directory."""
experiment = RandomConfig()
experiment(
[
"--randconfig_seed",
self.randconfig(),
"--config_hash",
self.file_hash(f"{self.cwd}/.config"),
"--kconfig_hash",
self.file_hash(f"{self.cwd}/{self.kconfig}"),
"--project_version",
self.git_commit_id(),
"--project_root",
self.cwd,
"--clean_command",
self.clean_command,
"--build_command",
self.build_command,
"--attr_command",
self.attribute_command,
]
)
success = os.path.exists(experiment.attributes.path)
return {"success": success, "config_path": experiment.config.path}
def config_is_functional(self, kconf):
for choice in kconf.choices:
if (
not choice.is_optional
and 2 in choice.assignable
and choice.selection is None
):
return False
return True
def _run_explore_experiment(self, kconf, kconf_hash, config_file):
if not self.config_is_functional(kconf):
logger.debug("Configuration is non-functional")
kconf.load_config(config_file)
return
kconf.write_config(f"{self.cwd}/.config")
experiment = ExploreConfig()
experiment(
[
"--config_hash",
self.file_hash(f"{self.cwd}/.config"),
"--kconfig_hash",
kconf_hash,
"--project_version",
self.git_commit_id(),
"--project_root",
self.cwd,
"--clean_command",
self.clean_command,
"--build_command",
self.build_command,
"--attr_command",
self.attribute_command,
]
)
kconf.load_config(config_file)
def _can_be_handled_by_bdd(self, symbol):
sym_type = kconfiglib.TYPE_TO_STR[symbol.type]
return sym_type == "bool"
def _dependencies_to_bdd_expr(self, depends_on):
depends_on = kconfiglib.expr_str(depends_on)
choices = list()
for match in re.finditer(r"<choice ([^>]+)>", depends_on):
choices.append(match.group(1))
for choice in choices:
depends_on = re.sub(f"<choice {choice}>", f"_choice_{choice}", depends_on)
depends_on = re.sub("&& <([^>]+)>", "", depends_on)
if depends_on == "n" or depends_on == "m" or depends_on == "y":
return None
depends_on = re.sub("&&", "&", depends_on)
depends_on = re.sub("\|\|", "|", depends_on)
return depends_on
def enumerate(
self, cudd=True, export_pdf=None, return_count=False, return_solutions=False
):
if cudd:
from dd.cudd import BDD
else:
from dd.autoref import BDD
kconfig_file = f"{self.cwd}/{self.kconfig}"
kconfig_hash = self.file_hash(kconfig_file)
with cd(self.cwd):
kconf = kconfiglib.Kconfig(kconfig_file)
pre_variables = list()
pre_expressions = list()
for choice in kconf.choices:
var_name = f"_choice_{choice.name}"
pre_variables.append(var_name)
# Build "exactly_one", expressing that exactly one of the symbols managed by this choice must be selected
symbols = list(map(lambda sym: sym.name, choice.syms))
exactly_one = list()
for sym1 in symbols:
subexpr = list()
for sym2 in symbols:
if sym1 == sym2:
subexpr.append(sym2)
else:
subexpr.append(f"!{sym2}")
exactly_one.append("(" + " & ".join(subexpr) + ")")
exactly_one = " | ".join(exactly_one)
# If the choice is selected, exactly one choice element must be selected
pre_expressions.append(f"{var_name} -> ({exactly_one})")
# Each choice symbol in exactly_once depends on the choice itself, which will lead to "{symbol} -> {var_name}" rules being generated later on. This
# ensures that if the choice is false, each symbol is false too. We do not need to handle that case here.
# The choice may depend on other variables
depends_on = self._dependencies_to_bdd_expr(choice.direct_dep)
if depends_on:
if choice.is_optional:
pre_expressions.append(f"{var_name} -> {depends_on}")
else:
pre_expressions.append(f"{var_name} <-> {depends_on}")
elif not choice.is_optional:
# Always active
pre_expressions.append(var_name)
for symbol in kconf.syms.values():
if not self._can_be_handled_by_bdd(symbol):
continue
pre_variables.append(symbol.name)
depends_on = self._dependencies_to_bdd_expr(symbol.direct_dep)
if depends_on:
pre_expressions.append(f"{symbol.name} -> {depends_on}")
for selected_symbol, depends_on in symbol.selects:
depends_on = self._dependencies_to_bdd_expr(depends_on)
if depends_on:
pre_expressions.append(
f"({symbol.name} & ({depends_on})) -> {selected_symbol.name}"
)
else:
pre_expressions.append(f"{symbol.name} -> {selected_symbol.name}")
logger.debug("Variables:")
logger.debug("\n".join(pre_variables))
logger.debug("Expressions:")
logger.debug("\n".join(pre_expressions))
variables = list()
expressions = list()
bdd = BDD()
variable_count = 0
for variable in pre_variables:
if variable[0] != "#":
variables.append(variable)
variable_count += 1
bdd.declare(variable)
logger.debug(f"Got {variable_count} variables")
constraint = "True"
expression_count = 0
for expression in pre_expressions:
if expression[0] != "#":
expressions.append(expression)
expression_count += 1
constraint += f" & ({expression})"
logger.debug(f"Got {expression_count} rules")
logger.debug(constraint)
constraint = bdd.add_expr(constraint)
if cudd:
# Egal?
logger.debug("Reordering ...")
BDD.reorder(bdd)
else:
# Wichtig! Lesbarkeit++ falls gedumpt wird, Performance vermutlich auch.
logger.debug("Collecting Garbage ...")
bdd.collect_garbage()
# See <http://www.ecs.umass.edu/ece/labs/vlsicad/ece667/reading/somenzi99bdd.pdf> for how to read the graphical representation.
# A solid line is followed if the origin node is 1
# A dashed line is followed if the origin node is 0
# A path from a top node to 1 satisfies the function iff the number of negations ("-1" annotations) is even
if export_pdf is not None:
logger.info(f"Dumping to {export_pdf} ...")
bdd.dump(export_pdf)
logger.debug("Solving ...")
# still need to be set, otherwise autoref and cudd complain and set them anyways.
# care_vars = list(filter(lambda x: "meta_" not in x and "_choice_" not in x, variables))
if return_solutions:
return bdd.pick_iter(constraint, care_vars=variables)
if return_count:
return len(bdd.pick_iter(constraint, care_vars=variables))
config_file = f"{self.cwd}/.config"
for solution in bdd.pick_iter(constraint, care_vars=variables):
logger.debug(f"Set {solution}")
with open(config_file, "w") as f:
for k, v in solution.items():
if v:
print(f"CONFIG_{k}=y", file=f)
else:
print(f"# CONFIG_{k} is not set", file=f)
with cd(self.cwd):
kconf = kconfiglib.Kconfig(kconfig_file)
kconf.load_config(config_file)
int_values = list()
int_names = list()
for symbol in kconf.syms.values():
if (
kconfiglib.TYPE_TO_STR[symbol.type] == "int"
and symbol.visibility
and symbol.ranges
):
for min_val, max_val, condition in symbol.ranges:
if condition.tri_value:
int_names.append(symbol.name)
min_val = int(min_val.str_value, 0)
max_val = int(max_val.str_value, 0)
step_size = (max_val - min_val) // 8
if step_size == 0:
step_size = 1
int_values.append(
list(range(min_val, max_val + 1, step_size))
)
continue
for int_config in itertools.product(*int_values):
for i, int_name in enumerate(int_names):
val = int_config[i]
symbol = kconf.syms[int_name]
logger.debug(f"Set {symbol.name} to {val}")
symbol.set_value(str(val))
self._run_explore_experiment(kconf, kconfig_hash, config_file)
def run_exploration_from_file(self, config_file, with_initial_config=True):
kconfig_file = f"{self.cwd}/{self.kconfig}"
kconfig_hash = self.file_hash(kconfig_file)
with cd(self.cwd):
kconf = kconfiglib.Kconfig(kconfig_file)
kconf.load_config(config_file)
if with_initial_config:
experiment = ExploreConfig()
shutil.copyfile(config_file, f"{self.cwd}/.config")
experiment(
[
"--config_hash",
self.file_hash(config_file),
"--kconfig_hash",
kconfig_hash,
"--project_version",
self.git_commit_id(),
"--project_root",
self.cwd,
"--clean_command",
self.clean_command,
"--build_command",
self.build_command,
"--attr_command",
self.attribute_command,
]
)
for symbol in kconf.syms.values():
if kconfiglib.TYPE_TO_STR[symbol.type] == "bool":
if symbol.tri_value == 0 and 2 in symbol.assignable:
logger.debug(f"Set {symbol.name} to y")
symbol.set_value(2)
self._run_explore_experiment(kconf, kconfig_hash, config_file)
elif symbol.tri_value == 2 and 0 in symbol.assignable:
logger.debug(f"Set {symbol.name} to n")
symbol.set_value(0)
self._run_explore_experiment(kconf, kconfig_hash, config_file)
elif (
kconfiglib.TYPE_TO_STR[symbol.type] == "int"
and symbol.visibility
and symbol.ranges
):
for min_val, max_val, condition in symbol.ranges:
if kconfiglib.expr_value(condition):
min_val = int(min_val.str_value, 0)
max_val = int(max_val.str_value, 0)
step_size = (max_val - min_val) // 5
if step_size == 0:
step_size = 1
for val in range(min_val, max_val + 1, step_size):
print(f"Set {symbol.name} to {val}")
symbol.set_value(str(val))
self._run_explore_experiment(
kconf, kconfig_hash, config_file
)
break
else:
continue
|