Factorizer_Quantum_Simulator.ipynb · OSCHINA-MIRROR/xpeter-Shor-CrackRSA

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Factorizer_Quantum_Simulator.ipynb 4 КБ

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from math import gcd,log\n",
    "from random import randint\n",
    "import numpy as np\n",
    "from qiskit import *\n",
    "qasm_sim = qiskit.Aer.get_backend('qasm_simulator')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def period(a,N):\n",
    "    available_qubits = 16 \n",
    "    r=-1   \n",
    "    \n",
    "    if N >= 2**available_qubits:\n",
    "        print(str(N)+' is too big for IBMQX')\n",
    "    \n",
    "    qr = QuantumRegister(available_qubits)   \n",
    "    cr = ClassicalRegister(available_qubits)\n",
    "    qc = QuantumCircuit(qr,cr)\n",
    "    x0 = randint(1, N-1) \n",
    "    x_binary = np.zeros(available_qubits, dtype=bool)\n",
    "    \n",
    "    for i in range(1, available_qubits + 1):\n",
    "        bit_state = (N%(2**i)!=0)\n",
    "        if bit_state:\n",
    "            N -= 2**(i-1)\n",
    "        x_binary[available_qubits-i] = bit_state    \n",
    "    \n",
    "    for i in range(0,available_qubits):\n",
    "        if x_binary[available_qubits-i-1]:\n",
    "            qc.x(qr[i])\n",
    "    x = x0\n",
    "    \n",
    "    while np.logical_or(x != x0, r <= 0):\n",
    "        r+=1\n",
    "        qc.measure(qr, cr) \n",
    "        for i in range(0,3): \n",
    "            qc.x(qr[i])\n",
    "        qc.cx(qr[2],qr[1])\n",
    "        qc.cx(qr[1],qr[2])\n",
    "        qc.cx(qr[2],qr[1])\n",
    "        qc.cx(qr[1],qr[0])\n",
    "        qc.cx(qr[0],qr[1])\n",
    "        qc.cx(qr[1],qr[0])\n",
    "        qc.cx(qr[3],qr[0])\n",
    "        qc.cx(qr[0],qr[1])\n",
    "        qc.cx(qr[1],qr[0])\n",
    "        \n",
    "        result = execute(qc,backend = qasm_sim, shots=1024).result()\n",
    "        counts = result.get_counts()\n",
    "        print(qc)\n",
    "        results = [[],[]]\n",
    "        for key,value in counts.items(): #the result should be deterministic but there might be some quantum calculation error so we take the most reccurent output\n",
    "            results[0].append(key)\n",
    "            results[1].append(int(value))\n",
    "        s = results[0][np.argmax(np.array(results[1]))]\n",
    "    return r"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def shors_breaker(N):\n",
    "    N = int(N)\n",
    "    while True:\n",
    "        a=randint(0,N-1)\n",
    "        g=gcd(a,N)\n",
    "        if g!=1 or N==1:\n",
    "            return g,N//g\n",
    "        else:\n",
    "            r=period(a,N) \n",
    "            if r % 2 != 0:\n",
    "                continue\n",
    "            elif pow(a,r//2,N)==-1:\n",
    "                continue\n",
    "            else:\n",
    "                p=gcd(pow(a,r//2)+1,N)\n",
    "                q=gcd(pow(a,r//2)-1,N)\n",
    "                if p==N or q==N:\n",
    "                    continue\n",
    "                return p,q"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Enter a number:21\n",
      "(3, 7)\n"
     ]
    }
   ],
   "source": [
    "N=int(input(\"Enter a number:\"))\n",
    "assert N>0,\"Input must be positive\"\n",
    "print(shors_breaker(N))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}

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