This commit is contained in:
Joel John Kurien 2024-11-21 21:37:05 +05:30 committed by GitHub
commit c40fe7e205
No known key found for this signature in database
GPG Key ID: B5690EEEBB952194
2 changed files with 67 additions and 0 deletions

View File

@ -1192,6 +1192,7 @@
## Quantum ## Quantum
* [Q Fourier Transform](quantum/q_fourier_transform.py) * [Q Fourier Transform](quantum/q_fourier_transform.py)
* [Shor Algorithm](quantum/shor_algorithm.py)
## Scheduling ## Scheduling
* [First Come First Served](scheduling/first_come_first_served.py) * [First Come First Served](scheduling/first_come_first_served.py)

66
quantum/shor_algorithm.py Normal file
View File

@ -0,0 +1,66 @@
import math
import random
"""
Shor Algorithm is one of the basic quantum computing algorithm
that is used in breaking the RSA cryptography protocol, by finding the
prime numbers that are used to create the public key value, n
In this implementation, I have used a very simple construct without
the use of qiskit or cirq to help understand how Shor algorithm's
idea actually works.
Website referred for shor algorithm:
https://www.geeksforgeeks.org/shors-factorization-algorithm/
"""
class Shor:
def period_find(self, num: int, number: int) -> int:
"""
Find the period of a^x mod N.
>>> shor = Shor()
>>> shor.period_find(2, 15)
4
>>> shor.period_find(3, 7)
6
"""
start: int = 1
while pow(num, start, number) != 1:
start += 1
return start
def shor_algorithm(self, number: int) -> tuple[int, int]:
"""
Run Shor's algorithm to factor a number.
>>> shor = Shor()
>>> random.seed(0)
>>> factors = shor.shor_algorithm(15)
>>> isinstance(factors, tuple) and len(factors) == 2
True
>>> factors
(3, 5)
"""
if number % 2 == 0:
return 2, number // 2
while True:
random.seed(0)
num: int = random.randint(2, number - 1)
gcd_number_num: int = math.gcd(number, num)
if gcd_number_num > 1:
return gcd_number_num, number // gcd_number_num
result: int = self.period_find(num, number)
if not result % 2:
start: int = pow(num, result // 2, number)
if start != number - 1:
p_value: int = math.gcd(start - 1, number)
q_value: int = math.gcd(start + 1, number)
if p_value > 1 and q_value > 1:
return p_value, q_value
shor = Shor()
print(shor.shor_algorithm(15))