def run_program(x):
lexitize = Lexitize()
treeitize = Treeitize()
analyze = Analyze()
lexOfLexes = lexitize.lexitize(x)
for lex in lexOfLexes:
tree = treeitize.treeitize(lex)[0]
output = analyze.analyze(tree)
if output is not None:
return output
def run(self):
for i in range(self.runs):
S = Simulation(self.timesteps, self.pf_number, self.con_number,
self.con_share, self.rest_number)
S.iterate()
an = Analyze(S)
sorted_results = an.sort_pf_by_survival()
for pf_n in range(self.pf_number):
self.trans_distrib[pf_n, i] = sorted_results['trans'][pf_n]
self.rest_distrib[pf_n, i] = sorted_results['rest'][pf_n]
self.mult_distrib[pf_n, i] = sorted_results['mult'][pf_n]
self.calc_av(self.trans_distrib, self.trans_av)
self.calc_av(self.rest_distrib, self.rest_av)
def analyze(source_path, api):
# config.txt is used to ignore certain permissions
print("Looking in root for a config.txt...")
ignore = {'groups': set(), 'individual': set()}
try:
with open("./config.txt") as config:
for index, line in enumerate(config):
# ignore commented lines
if not line.startswith("//"):
if line.startswith("#"):
# groups -- remove '# ' and add to set
sanitized = line[2:].rstrip()
ignore['groups'].add(sanitized)
elif line != '\n':
# specific permissions
sanitized = line.rstrip()
ignore['individual'].add(sanitized)
print("Config found. Analysis will ignore the stated permissions.")
except FileNotFoundError:
print("Couldn't find a config.txt. Proceeding with analysis")
# Create reports directory if it doesn't exist
if not os.path.exists('./reports'):
os.mkdir('./reports')
# Parse manifest and validate API
manifest_tree = get_manifest_tree(source_path)
validate_minimum_sdk(manifest_tree)
# Collect permissions
package_name = get_package_name(manifest_tree)
permissions = get_requested_permissions(manifest_tree)
third_party_permissions = get_third_party_permissions(manifest_tree)
# Scrape the source
analyzer = Analyze(source_path, package_name, permissions, ignore,
str(api))
source_report = analyzer.search_project_root()
# Analyze and print results
report = Report(package_name, permissions, third_party_permissions)
report.print_analysis(permissions, source_report)
def testExample2Part2(self):
print("===============testExample2Part2===============")
analyzer = Analyze()
filename = "values2.csv"
ports = analyzer.portfolio_from_file(filename)
timestamps = list([i for i in ports.index])
timestamps.sort()
vol, daily_ret, sharpe, cum_ret = analyzer.benchmark(["$SPX"], timestamps)
self.assertAlmostEqual(-0.177204632551, sharpe, 7,"Result Sharpe Ratio: " + str(sharpe) +" is incorrect", delta=None)
self.assertAlmostEqual(0.0149914504972,vol, 7, "Volatility (stdev of daily returns) " + str(vol) +" is incorrect", delta=None)
self.assertAlmostEqual(-0.000167347202139, daily_ret, 7, "Average Daily Return " + str(daily_ret) +" is incorrect", delta=None)
self.assertAlmostEqual(0.937041848381, cum_ret,7, "Result: " + str(cum_ret) +" doesn't match expected Cumulative Return", delta=None)
p2 = analyzer.read_values(filename)
pt_volatility, pt_daily_return, pt_sharpe_ratio, pt_cumulative_return = analyzer.simulate(p2)
self.assertAlmostEqual(0.788988545538, pt_sharpe_ratio, 6,"Result Sharpe Ratio: " + str(pt_sharpe_ratio) +" is incorrect", delta=None)
self.assertAlmostEqual(0.00708034656073, pt_volatility, 7, "Volatility (stdev of daily returns) " + str(pt_volatility) +" is incorrect", delta=None)
self.assertAlmostEqual(0.000351904599618, pt_daily_return, 7, "Average Daily Return " + str(pt_daily_return) +" is incorrect", delta=None)
self.assertAlmostEqual(1.078753,pt_cumulative_return,7, "Result: " + str(pt_cumulative_return) +" doesn't match expected Cumulative Return", delta=None)
def testExample1Part2(self):
print("===============testExample1Part2===============")
analyzer = Analyze()
filename = "values1.csv"
ports = analyzer.portfolio_from_file(filename)
timestamps = list([i for i in ports.index])
timestamps.sort()
vol, daily_ret, sharpe, cum_ret = analyzer.benchmark(["$SPX"], timestamps)
self.assertAlmostEqual(0.0183391412227, sharpe, 7,"Result Sharpe Ratio: " + str(sharpe) +" is incorrect", delta=None)
self.assertAlmostEqual(0.0149090969828, vol, 7, "Volatility (stdev of daily returns) " + str(vol) +" is incorrect", delta=None)
self.assertAlmostEqual(1.72238432443e-05, daily_ret, 7, "Average Daily Return " + str(daily_ret) +" is incorrect", delta=None)
self.assertAlmostEqual(0.97759401457,cum_ret,7, "Result: " + str(cum_ret) +" doesn't match expected Cumulative Return", delta=None)
p2 = analyzer.read_values(filename)
pt_volatility, pt_daily_return, pt_sharpe_ratio, pt_cumulative_return = analyzer.simulate(p2)
self.assertAlmostEqual(1.21540462111, pt_sharpe_ratio, 7,"Result Sharpe Ratio: " + str(pt_sharpe_ratio) +" is incorrect", delta=None)
self.assertAlmostEqual(0.00717514512699, pt_volatility, 7, "Volatility (stdev of daily returns) " + str(pt_volatility) +" is incorrect", delta=None)
self.assertAlmostEqual(0.000549352749569, pt_daily_return, 7, "Average Daily Return " + str(pt_daily_return) +" is incorrect", delta=None)
self.assertAlmostEqual(1.13386,pt_cumulative_return,7, "Result: " + str(pt_cumulative_return) +" doesn't match expected Cumulative Return", delta=None)
def test_get_outcomes_with_age(self):
analyze = Analyze()
result = analyze.readfile()
lines = analyze.get_lines(result)
objects = analyze.get_objects(lines)
result = analyze.get_outcomes_with_age(objects)
self.assertEqual(28, len(result))
def test_get_age_groups(self):
analyze = Analyze()
result = analyze.readfile()
lines = analyze.get_lines(result)
objects = analyze.get_objects(lines)
result = analyze.get_age_groups(objects)
self.assertEqual(10, len(result))
def main(is_print=False):
params = {'root_path': root_path}
processing_ = Processing(params)
stats = Analyze(processing_.dict_, columns=['title',
'paper_id', 'abstract', 'body_text'])
if is_print is True:
print(stats.df_covid.describe(include='all'))
count = 0
for x in processing_.dict_['title']:
if x is "":
count += 1
print("\n\n\n\nQuantity of title is empty: {}".format(count))
return stats
#!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Created on Wed Jul 31 12:05:29 2019 @author: clara """ from Simulation import Simulation from Plot import Plot from Analyze import Analyze """test Simulation""" S = Simulation(20, 3) results = S.iterate() an = Analyze(S) sorted_results = an.sort_pf_by_survival() p = Plot() """ Plot transaction distribution """ p.simple_hist_plot(sorted_results['trans'], 'Transactions per platform') """ Plot restaurant distribution """ p.simple_hist_plot(sorted_results['rest'], 'Restaurants per platform') p.cum_hist_plot(sorted_results['trans'], 'Transactions, ')
fileList = listdir_nohidden(filePath)
process_list = []
for file in fileList:
#get file path name
file = join(filePath,file)
temp = Daily(file)
process_list.append(temp)
multi = reduce(lambda x,y: x+y, process_list)
print(multi)
"""ANALYZE"""
an = Analyze(multi)
"""increase this number(300) in order to have enough
results to show in registered and unregistered user."""
an.ip_freq(300)
an.classify()
"""There might not enough registered user to show.
output registered user """
fileName = "Registered_User_{}_{}".format(an.day[0],an.day[-1])
with open('Result/{}.txt'.format(fileName), 'w') as f:
sys.stdout = f
an.print_registered_user(30)
def run():
analyze = Analyze()
print(analyze.print())
def test_getlines(self):
analyze = Analyze()
result = analyze.readfile()
lines = analyze.get_lines(result)
self.assertEqual(360, len(lines))
def test_plot(self):
analyze = Analyze()
result = analyze.readfile()
lines = analyze.get_lines(result)
objects = analyze.get_objects(lines)
result = analyze.plot_subs(objects)
def test_getobjects(self):
analyze = Analyze()
result = analyze.readfile()
lines = analyze.get_lines(result)
objects = analyze.get_objects(lines)
self.assertEqual(20, len(objects))
def main():
"""Primary driver of MPermission. """
parser = argparse.ArgumentParser(description='Performs static analysis on\
decompiled Android M app permissions.')
parser.add_argument('apk', metavar='APK', nargs=1,
help='required APK to decompile or root app to analyze')
parser.add_argument('--decompile', '-d', action='store_true',
help='decompiles the provided APK')
parser.add_argument('--analyze', '-a', action='store_true',
help='analyzes the provided deompiled APK')
args = parser.parse_args()
if args.decompile:
start = time.time()
decompile(args.apk[0]) # decompile the provided APK
end = time.time()
totalTime = end - start
print ("Time to decompile: %.2f seconds" %totalTime)
elif args.analyze:
# config.txt is used to ignore certain permissions
print("Looking in root for a config.txt...")
ignore = {
'groups': set(),
'individual': set()
}
try:
with open("./config.txt") as config:
for index, line in enumerate(config):
# ignore commented lines
if not line.startswith("//"):
if line.startswith("#"):
# groups -- remove '# ' and add to set
sanitized = line[2:].rstrip()
ignore['groups'].add(sanitized)
elif line != '\n':
# specific permissions
sanitized = line.rstrip()
ignore['individual'].add(sanitized)
print("Config found. Analysis will ignore the stated permissions.")
except FileNotFoundError:
print("Couldn't find a config.txt. Proceeding with analysis")
# Create reports directory if it doesn't exist
if not os.path.exists('./reports'):
os.mkdir('./reports')
# Parse manifest and validate API
source_path = args.apk[0]
manifest_tree = get_manifest_tree(source_path)
validate_minimum_sdk(manifest_tree)
# Setup MySQL connection
try:
cnx = mysql.connector.connect(host='localhost', user='', database='mpermdb')
cursor = cnx.cursor()
# Collect permissions
package_name = get_package_name(manifest_tree)
permissions = get_requested_permissions(manifest_tree)
third_party_permissions = get_third_party_permissions(manifest_tree)
cursor.execute("SELECT * FROM appinfo WHERE name = \'%s\';" %package_name)
result = cursor.fetchall()
with open(source_path + "decompileInfo.txt") as fp:
for i, line in enumerate(fp):
if i == 1:
byte = line.rstrip()
elif i == 3:
apkname = line.rstrip()
elif i == 5:
daterun = line.rstrip()
elif i == 7:
decomptime = line.rstrip()
elif i > 7:
break
# Placeholders for now
packagename = package_name
version = "0"
# Overwrite existing data
if len(result) > 0:
print("Updating existing data entry in MySQL table")
cursor.execute("UPDATE appinfo SET size=\'" + byte + " bytes\', apkname=\'" + apkname + "\', packagename=\'" + packagename + "\', version=\'" + version + "\', daterun=\'" + daterun + "\', decompiletime=\'" + decomptime + " seconds\' WHERE name=\'" + package_name + "\';")
cnx.commit()
# Add new entry
else:
print("Creating new data entry in MySQL table")
cursor.execute("INSERT INTO appinfo (appid, name, size, apkname, packagename, version, daterun, decompiletime) VALUES (uuid(), \'" + package_name + "\', \'" + byte + " bytes\', \'" + apkname + "\', \'" + packagename + "\', \'" + version + "\', \'" + daterun + "\', \'" + decomptime + " seconds\');")
cnx.commit()
except mysql.connector.Error as err:
if err.errno == errorcode.ER_ACCESS_DENIED_ERROR:
print("Something is wrong with your user name or password")
elif err.errno == errorcode.ER_BAD_DB_ERROR:
print("Database does not exist")
else:
print(err)
else:
cnx.close()
# Collect permissions
#package_name = get_package_name(manifest_tree)
#permissions = get_requested_permissions(manifest_tree)
#third_party_permissions = get_third_party_permissions(manifest_tree)
# Scrape the source
analyzer = Analyze(source_path, package_name, permissions, ignore)
source_report = analyzer.search_project_root()
# Analyze and print results
report = Report(package_name, permissions, third_party_permissions)
report.print_analysis(permissions, source_report)
else:
parser.print_help
