def evaluate_suite(individual, device, apk_dir, package_name, gen, pop):
# for get_motifcore_suite_coverage
script_path = []
# for length objective
suite_lengths = []
for index, seq in enumerate(individual):
# generate script file list
script = open(apk_dir + "/intermediate/motifcore.evo.script." + str(gen) + "." + str(pop) + "." + str(index),
"w")
script.write(settings.MOTIFCORE_SCRIPT_HEADER)
length = 0
for line in seq:
script.write(line + "\n")
length += 1
suite_lengths.append(length)
script.close()
script_path.append(os.path.abspath(
apk_dir + "/intermediate/motifcore.evo.script." + str(gen) + "." + str(pop) + "." + str(index)))
# give a script and package, return the coverage by running all seqs
# TODO: FIX ME
if ".apk_output" in apk_dir:
coverage, num_crashes = act_coverage.get_suite_coverage(script_path, device, apk_dir, package_name, gen, pop)
else:
coverage, num_crashes = emma_coverage.get_suite_coverage(script_path, device, apk_dir, package_name, gen, pop)
print "### Coverage = ", coverage
print "### Lengths = ", suite_lengths
print "### #Crashes = ", num_crashes
# 1st obj: coverage, 2nd: average seq length of the suite, 3nd: #crashes
return pop, (coverage, numpy.mean(suite_lengths), num_crashes), device
def eval_suite(individual, device, apk_dir, package_name, gen, pop):
# for get_motifcore_suite_coverage
script_path = []
# for length objective
suite_lengths = []
for index, seq in enumerate(individual):
# generate script file list
script = open(apk_dir + "/intermediate/motifcore.evo.script." + str(gen) + "." + str(pop) + "." + str(index), "w")
script.write(settings.MOTIFCORE_SCRIPT_HEADER)
length = 0
for line in seq:
script.write(line + "\n")
length += 1
suite_lengths.append(length)
script.close()
script_path.append(os.path.abspath(
apk_dir + "/intermediate/motifcore.evo.script." + str(gen) + "." + str(pop) + "." + str(index)))
# give a script and package, return the coverage by running all seqs
if apk_dir.endswith(".apk_output"):
coverage, num_crashes = act_coverage.get_suite_coverage(script_path, device, apk_dir, package_name, gen, pop)
else:
coverage, num_crashes = emma_coverage.get_suite_coverage(script_path, device, apk_dir, package_name, gen, pop)
print "### Coverage = ", coverage
print "### Lengths = ", suite_lengths
print "### #Crashes = ", num_crashes
# 1st obj: coverage, 2nd: average seq length of the suite, 3nd: #crashes
return pop, (coverage, numpy.mean(suite_lengths), num_crashes), device