REFLECTION-permission-barchart-from-csv.py

import pandas as pd
import csv
import matplotlib.pyplot as plt
import numpy as np
from operator import itemgetter


file_path = "D:\\Androguard\\androguard-master\\reflection-encryption-permission-pattern.csv"

# data = pd.read_csv(file_path)

with open(file_path, 'r') as csv_reader:
    reader = csv.reader(csv_reader)

    headers = next(reader)

print('Header Length = ', len(headers))

permission = []
counter = []

for k in range(len(headers)):

    with open(file_path, 'r') as csv_reader:

        reader = csv.reader(csv_reader)
        headers = next(reader)

        count = 0
        count2 = 0

        for header in headers[k + 1:k + 2]:

            # print(k+1, header)

            for i in reader:

                if count % 2 == 0:
                    pass
                else:
                    # print(count1, 'no position', i[count1])
                    if i[k + 1] == '1':
                        count2 += 1

                count += 1

            # print(header, 'Found', count2, 'times')
            permission.append(header)
            counter.append(count2)
            count2 = 0

# print(permission[::])
# print(counter[::])

print('Permission Length = ', len(permission))
print('Counter Length = ', len(counter))

a = dict(zip(permission, counter))

# print(sorted(a.values(), reverse=True))

print(sorted(a.items(), key=itemgetter(1), reverse=True)[:])

# counter = sorted(a.values(), reverse=True)[:50]
# counter = sorted(a.values(), reverse=True)[50:100]
counter = sorted(a.values(), reverse=True)[100:]

# index = np.arange(len(sorted(a.keys(), key=itemgetter(1), reverse=True)[:50]))
# index = np.arange(len(sorted(a.keys(), key=itemgetter(1), reverse=True)[50:100]))
index = np.arange(len(sorted(a.keys(), key=itemgetter(1), reverse=True)[100:]))

plt.bar(index, counter)
plt.xlabel('Permissions', fontsize=10)
plt.ylabel('No. of Occurrences', fontsize=10)

# plt.xticks(index[:50], sorted(a.items(), key=itemgetter(1), reverse=True)[:50], fontsize=5, rotation=90)
# plt.xticks(index[:50], sorted(a.items(), key=itemgetter(1), reverse=True)[50:100], fontsize=5, rotation=90)
plt.xticks(index[:53], sorted(a.items(), key=itemgetter(1), reverse=True)[100:], fontsize=5, rotation=90)

# plt.title('0 to 50 of 152 Reflection ENC. Permissions')
# plt.title('51 to 100 of 152 Reflection ENC. Permissions')
plt.title('101 to Last of 152 Reflection ENC. Permissions')

# plt.figure(figsize=(50*3.13, 4*3.13))
# mng = plt.get_current_fig_manager()
# mng.full_screen_toggle()
# plt.savefig('pattern.svg', orientation='portrait', quality=95)

plt.show()

# with open('reflection-enc-permission.txt', 'w', encoding='utf-8') as f:
#     count = 1
#     for i, j in sorted(a.items(), key=itemgetter(1), reverse=True):
#         f.write(str(count)+' ')
#         f.write(i)
#         f.write(' >>> ')
#         f.write(str(j))
#         f.write('\n')
#         count += 1