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Decipher.py
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'''
The followng program deciphers a monoalphabetic cipher through a genetic algorithm.
Requires input file "input.txt" to be in the same directory (and readable)
'''
import ratings
import random
HILLS = 50
STAIRS_PER_HILL = 5000
rating_dictionary = ratings.trigrams
def convert(ciphertext, testkey):
for i in range(len(testkey)):
plain = chr(i+65).lower()
ciphertext = ciphertext.replace(testkey[i], plain)
return ciphertext.upper()
def rate(text):
rating = 0
for window_right_index in range(3, len(text)):
trigramStr = text[window_right_index - 3:window_right_index]
if trigramStr in rating_dictionary:
rating += rating_dictionary[trigramStr]
return rating
def main():
ciphertext = open("input.txt").read()
plain_bank = list('ABCDEFGHIJKLMNOPQRSTUVWXYZ')
crypt_bank = list('ABCDEFGHIJKLMNOPQRSTUVWXYZ')
best_key = ""
best_rating = 0
for key_num in range(1, HILLS):
plain_to_cipher_dict = {}
crypt_bank_copy = crypt_bank.copy()
for plain in plain_bank:
rand = 0
# don't randomize the last character, pointless
if len(crypt_bank_copy) > 0:
rand = random.randint(0, len(crypt_bank_copy) - 1)
plain_to_cipher_dict[plain] = crypt_bank_copy[rand]
del crypt_bank_copy[rand]
key = list((([v for (k, v) in sorted(plain_to_cipher_dict.items())])))
hill_rating = rate(convert(ciphertext, key))
j = 0
while j < STAIRS_PER_HILL:
rand1 = random.randint(0, 25)
rand2 = random.randint(0, 25)
# swapping same index would be pointless
while rand2 == rand1:
rand2 = random.randint(0, 25)
new_key = list(key[:])
new_key[rand1], new_key[rand2] = key[rand2], key[rand1]
new_rating = rate(convert(ciphertext, new_key))
if new_rating > hill_rating:
hill_rating = new_rating
key = new_key
j = 0
j += 1
# key = ''.join(key)
if hill_rating > best_rating:
best_key = key
best_rating = hill_rating
print(F"Key {key_num:2}: {key} with rating: {hill_rating}")
print(F"Best key found: {best_key}, rating: {best_rating}\nApplied to input:\n{convert(ciphertext,best_key)}")
if __name__ == "__main__":
main()