REPA_NEQR_1.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "bf53c639",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "# Importing standard Qiskit libraries\n",
    "from qiskit import QuantumCircuit, transpile, Aer, IBMQ\n",
    "from qiskit.tools.jupyter import *\n",
    "from qiskit.visualization import *\n",
    "from ibm_quantum_widgets import *\n",
    "\n",
    "# Loading your IBM Quantum account(s)\n",
    "provider = IBMQ.load_account()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "b22b5e24",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2x2:  [[0, 0, 0, 0, 0, 0, 0, 0], [0, 1, 1, 0, 0, 1, 0, 0], [1, 1, 0, 0, 1, 0, 0, 0], [1, 1, 1, 1, 1, 1, 1, 1]] \n",
      "\n",
      "\n",
      ">> Initial Number of Qubits: 10\n",
      ">> Circuit construction took 0.0019276831299066544 seconds.\n"
     ]
    }
   ],
   "source": [
    "import qiskit\n",
    "\n",
    "from qiskit import QuantumCircuit, ClassicalRegister, QuantumRegister\n",
    "from qiskit import execute\n",
    "from qiskit import Aer\n",
    "from qiskit import IBMQ\n",
    "from qiskit.compiler import transpile\n",
    "from time import perf_counter\n",
    "from qiskit.tools.visualization import plot_histogram\n",
    "\n",
    "import numpy as np\n",
    "import math\n",
    "\n",
    "'''\n",
    "params\n",
    "---------------\n",
    "picture: square 2d array of integers representing grayscale values\n",
    "assume the length (n) is some power of 2\n",
    "\n",
    "return\n",
    "---------------\n",
    "a flattened representation of picture using bitstrings (boolean arrays)\n",
    "'''\n",
    "def convert_to_bits (picture):\n",
    "    n = len(picture)\n",
    "    ret = []\n",
    "    for i in range(n):\n",
    "        for j in range(n):\n",
    "            value = picture[i][j]\n",
    "            bitstring = bin(value)[2:]\n",
    "            ret.append([0 for i in range(8 - len(bitstring))] + [1 if c=='1' else 0 for c in bitstring])\n",
    "    return ret\n",
    "\n",
    "'''\n",
    "params\n",
    "----------------\n",
    "bitStr: a representation of an image using bitstrings to represent grayscale values\n",
    "\n",
    "return\n",
    "----------------\n",
    "A quantum circuit containing the NEQR representation of the image\n",
    "'''\n",
    "def neqr(bitStr): \n",
    "    newBitStr = bitStr\n",
    "\n",
    "    #print(newBitStr)\n",
    "    #print(\"\\n\")\n",
    "\n",
    "    # Pixel position\n",
    "    idx = QuantumRegister(math.ceil(math.log2(len(newBitStr))), 'idx')\n",
    "\n",
    "    # Pixel intensity values\n",
    "    intensity = QuantumRegister(8, 'intensity')\n",
    "\n",
    "    # Classical Register\n",
    "    creg = ClassicalRegister(10, 'creg')\n",
    "\n",
    "    # Quantum Image Representation as a quantum circuit\n",
    "    # with Pixel Position and Intensity registers\n",
    "    quantumImage = QuantumCircuit(intensity, idx, creg)\n",
    "\n",
    "    numOfQubits = quantumImage.num_qubits\n",
    "    print(\"\\n>> Initial Number of Qubits:\", numOfQubits)\n",
    "\n",
    "    # -----------------------------------\n",
    "    # Drawing the Quantum Circuit\n",
    "    # -----------------------------------\n",
    "    lengthIntensity = intensity.size\n",
    "    lengthIdx = idx.size\n",
    "\n",
    "    start = perf_counter()\n",
    "\n",
    "    quantumImage.i([intensity[lengthIntensity-1-i] for i in range(lengthIntensity)])\n",
    "    quantumImage.h([idx[lengthIdx-1-i] for i in range(lengthIdx)])\n",
    "\n",
    "    numOfPixels = len(newBitStr)\n",
    "\n",
    "    for i in range(numOfPixels):\n",
    "        bin_ind = bin(i)[2:]\n",
    "        bin_ind = (lengthIdx - len(bin_ind)) * '0' + bin_ind\n",
    "        bin_ind = bin_ind[::-1]\n",
    "\n",
    "        # X-gate (enabling zero-controlled nature)\n",
    "        for j in range(len(bin_ind)):\n",
    "            if bin_ind[j] == '0':\n",
    "                quantumImage.x(idx[j])\n",
    "\n",
    "        # Configuring Multi-Qubit Controlled-NOT (mcx) gates with control and target qubits\n",
    "        for j in range(len(newBitStr[i])):\n",
    "            if newBitStr[i][j] == 1:\n",
    "                quantumImage.mcx(idx, intensity[lengthIntensity-1-j])\n",
    "        \n",
    "        # X-gate (reversing the Negated state of the qubits)\n",
    "        for j in range(len(bin_ind)):\n",
    "            if bin_ind[j] == '0':\n",
    "                quantumImage.x(idx[j])\n",
    "        \n",
    "        quantumImage.barrier()\n",
    "\n",
    "    quantumImage.measure(range(10), range(10))\n",
    "\n",
    "    end = perf_counter()\n",
    "    print(f\">> Circuit construction took {(end-start)} seconds.\")\n",
    "\n",
    "    return (quantumImage, intensity)\n",
    "\n",
    "if __name__ == '__main__':\n",
    "    test_picture_2x2 = [[0, 100], [200, 255]]\n",
    "    test_picture_3x3 = [[25, 50, 75], [100, 125, 150], [175, 200, 225]]\n",
    "    test_picture_4x4 = [[0, 100, 143, 83], [200, 255, 43, 22], [12, 234, 23, 5], [112, 113, 117, 125]]\n",
    "    test_picture_5x5 = [[0, 100, 212, 12, 32], [0, 100, 212, 12, 32], [0, 100, 212, 12, 32], [0, 100, 212, 12, 32], [0, 100, 212, 12, 32]]\n",
    "    \n",
    "    arr = convert_to_bits(test_picture_2x2)\n",
    "    arr1 = convert_to_bits(test_picture_3x3)\n",
    "    arr2 = convert_to_bits(test_picture_4x4)\n",
    "    arr3 = convert_to_bits(test_picture_5x5)\n",
    "    \n",
    "    print(\"2x2: \", arr, \"\\n\") \n",
    "    #print(\"3x3: \", arr1, \"\\n\") \n",
    "    #print(\"4x4: \", arr2, \"\\n\") \n",
    "    #print(\"5x5: \", arr3, \"\\n\") \n",
    "    \n",
    "    qc_image, _ = neqr(arr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "9eb6929f",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 1668.62x1408.68 with 1 Axes>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "qc_image.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "5669c932",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      ">> Circuit dimensions\n",
      ">> Circuit depth (length of critical path):  22\n",
      ">> Total Number of Gate Operations:  42\n",
      ">> Width: 8 qubits\n",
      ">> Width (total number of qubits and clbits): 20 qubits\n",
      ">> Gates used: OrderedDict([('ccx', 14), ('measure', 10), ('id', 8), ('x', 8), ('barrier', 4), ('h', 2)])\n",
      ">> Fundamental Gates: OrderedDict([('cx', 84), ('t', 56), ('tdg', 42), ('h', 28), ('measure', 10), ('id', 8), ('u3', 8), ('barrier', 4), ('u2', 2)])\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-29-6adc6dc425c9>:11: DeprecationWarning: Back-references to from Bit instances to their containing Registers have been deprecated. Instead, inspect Registers to find their contained Bits.\n",
      "  active_qubits[qubit.index] = True\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      ">> Circuit transpilation took 0.3181125510018319 seconds.\n",
      "\n",
      ">> Circuit simulation took 10.941384928999469 seconds.\n"
     ]
    }
   ],
   "source": [
    "# Circuit Dimensions  \n",
    "print('>> Circuit dimensions')\n",
    "print('>> Circuit depth (length of critical path): ', qc_image.depth())\n",
    "print('>> Total Number of Gate Operations: ', qc_image.size())\n",
    "\n",
    "# Get the number of qubits needed to run the circuit\n",
    "active_qubits = {}\n",
    "for op in qc_image.data:\n",
    "    if op[0].name != \"barrier\" and op[0].name != \"snapshot\":\n",
    "        for qubit in op[1]:\n",
    "            active_qubits[qubit.index] = True\n",
    "print(f\">> Width: {len(active_qubits)} qubits\")\n",
    "print(f\">> Width (total number of qubits and clbits): {qc_image.width()} qubits\")\n",
    "\n",
    "print(f\">> Gates used: {qc_image.count_ops()}\")\n",
    "print(f\">> Fundamental Gates: {qc_image.decompose().count_ops()}\")\n",
    "\n",
    "# Testing qc_image circuit using Fake Simulator \n",
    "# to simulate the error in a real quantum computer\n",
    "from qiskit.providers.aer import AerSimulator\n",
    "from qiskit.test.mock import FakeMontreal\n",
    "device_backend = FakeMontreal()\n",
    "sim_montreal = AerSimulator.from_backend(device_backend)\n",
    "\n",
    "#### TRANSPILING\n",
    "start_transpile = perf_counter()\n",
    "tcirc = transpile(qc_image, sim_montreal, optimization_level=1) # Optimization Level = 1 (default)\n",
    "end_transpile = perf_counter()\n",
    "print(f\"\\n>> Circuit transpilation took {(end_transpile-start_transpile)} seconds.\")\n",
    "\n",
    "#### SIMULATING\n",
    "start_sim = perf_counter()\n",
    "# Run transpiled circuit on FakeMontreal \n",
    "result_noise = sim_montreal.run(tcirc).result()\n",
    "# Get counts for each possible result \n",
    "counts_noise = result_noise.get_counts()\n",
    "end_sim = perf_counter()\n",
    "print(f\"\\n>> Circuit simulation took {(end_sim-start_sim)} seconds.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "edbfa858",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'0111101110': 1, '1110111110': 1, '0000010101': 1, '0001101110': 1, '1110000001': 1, '0010010011': 1, '0110100100': 1, '1101111110': 1, '1001010000': 1, '0010100010': 1, '0111010001': 1, '1000000100': 1, '1010000111': 1, '1000101100': 1, '0010110000': 1, '0101001110': 1, '0110011000': 1, '0000001110': 2, '1011011110': 1, '1011110011': 1, '0011000101': 1, '0101100110': 1, '1001001101': 1, '1000110101': 1, '1111001111': 2, '1111000011': 1, '0111100100': 6, '1110011011': 6, '0100000010': 2, '0111110000': 2, '1010010000': 2, '1010100110': 1, '1100101100': 1, '1001101110': 1, '0111101010': 1, '0000110100': 2, '0000001001': 1, '1010001001': 2, '0011001000': 12, '0010011000': 4, '0000100000': 3, '1100101011': 2, '1011010100': 1, '1001001100': 1, '0010001000': 10, '1010110000': 1, '0111001000': 6, '0100000100': 3, '0011101001': 1, '1011000100': 1, '1100000100': 1, '1001000001': 1, '0010100000': 3, '0100111000': 4, '0011101100': 2, '0111001100': 2, '1100110111': 4, '1001010010': 1, '1011100100': 1, '0101000110': 2, '0010111000': 3, '0101101001': 1, '1010100100': 2, '0110000100': 1, '0100011111': 1, '1101101011': 2, '1111011111': 2, '0100000001': 1, '1010000001': 1, '1001001001': 2, '1111100011': 3, '1101001000': 1, '1000011000': 3, '0000101100': 4, '1100011111': 3, '0001000101': 1, '1110011111': 1, '0000011000': 2, '1010111000': 5, '0101001000': 3, '1111111011': 2, '1100100100': 1, '0010100100': 2, '1000010110': 1, '1001001000': 8, '0100001010': 2, '1001000110': 2, '1011111100': 3, '1011100000': 4, '1001101000': 2, '1011010000': 5, '1011110000': 2, '0011000001': 2, '0111000000': 7, '1010001000': 14, '1010000010': 1, '1010001010': 1, '1001000000': 5, '0100110100': 2, '0001100100': 20, '1101001111': 3, '1001110100': 1, '1100010111': 1, '0110100000': 4, '0110001100': 1, '0000000001': 2, '0000000000': 48, '1011000110': 1, '0011100100': 8, '0110111001': 1, '0111110110': 3, '0001001000': 15, '0001000010': 2, '1010001011': 1, '1010011000': 3, '0100010000': 4, '1110100111': 1, '0000011100': 1, '0101011110': 1, '1000100110': 1, '0111001001': 2, '0100101100': 5, '0000001000': 17, '0010000010': 2, '0001111101': 1, '0111010000': 2, '0011000011': 1, '0001110000': 1, '1011001000': 16, '0101011000': 2, '1001011001': 2, '1001110110': 1, '1011001100': 3, '0000001010': 1, '0001100010': 2, '1111110111': 1, '0101100000': 3, '0010000000': 27, '1111110110': 2, '0100011110': 1, '1101101101': 1, '0101101010': 1, '0001110100': 2, '0100100100': 8, '0111111100': 2, '0010100110': 1, '1001011010': 1, '0110000001': 1, '0000001100': 3, '0010001100': 4, '1110000111': 4, '1111110101': 1, '1100001000': 1, '0001010110': 1, '0011000010': 1, '0101101000': 1, '1000100100': 6, '0010010100': 1, '1000100000': 2, '1111111111': 11, '0100000000': 15, '1011111111': 3, '0011011000': 8, '0110100101': 1, '0001101100': 1, '1110001011': 2, '0111000010': 1, '0010000001': 3, '1111111110': 1, '0101001100': 3, '0101111000': 1, '1101000101': 1, '0010000100': 1, '0010010000': 4, '1011001101': 1, '0110111100': 2, '1101101111': 3, '1100010101': 1, '0010110001': 1, '1011000000': 10, '0011000000': 14, '0010101000': 3, '0011101000': 1, '0101101100': 3, '1000001000': 11, '1010000000': 9, '0001000000': 24, '0011011100': 2, '0010110101': 2, '1101111111': 7, '1110111111': 9, '1000101000': 1, '0000000100': 11, '0101010100': 2, '0100111110': 1, '1001011000': 2, '0110111000': 3, '1011000001': 1, '0011010100': 1, '0101100100': 15, '0111010010': 1, '0010010010': 1, '0000100100': 7, '1100010000': 1, '0000110000': 2, '1001101100': 3, '0000100001': 2, '1100100000': 1, '1101100111': 1, '0100100000': 2, '0110110111': 1, '0111010111': 1, '0011001010': 4, '1101111011': 1, '1000111000': 1, '0111101000': 1, '0001100000': 4, '0110010100': 1, '0110000111': 1, '0110011100': 2, '1000010000': 2, '0101000011': 1, '0101001001': 1, '0001001110': 3, '0111011010': 1, '0100010110': 1, '1111000001': 1, '1001000010': 2, '1101110101': 1, '1011001001': 3, '0011000100': 1, '0011101101': 1, '1011111000': 1, '0101111100': 2, '1110001111': 2, '0000001101': 1, '0000101000': 4, '0111000100': 2, '0000000011': 1, '0101000101': 1, '1001001010': 1, '0110001000': 4, '0011100000': 5, '0100010010': 1, '1101010011': 2, '1101110111': 3, '0000000010': 4, '1100100011': 3, '0001010000': 3, '1001111110': 1, '1011111110': 1, '1100100001': 2, '1110101111': 2, '1000000000': 9, '0100101101': 1, '1010111100': 1, '0110110110': 3, '0101110001': 1, '1011010001': 1, '1001000100': 3, '1100111011': 4, '1010000100': 2, '0101110000': 3, '0010000011': 1, '0110101100': 1, '0000111000': 3, '1011011000': 3, '1110110111': 2, '1101011110': 1, '1100110100': 1, '1100000010': 1, '0001100001': 3, '0011101010': 1, '1100100110': 1, '1001111000': 3, '0101100101': 3, '0110101000': 1, '0001011000': 4, '1100111001': 1, '0001101101': 1, '0101000000': 5, '1011111001': 1, '0111111000': 2, '0100010100': 1, '0101110100': 4, '0000010000': 9, '0001000001': 1, '1010110001': 1, '0011001100': 1, '1000111100': 1, '0111111111': 1, '1100111111': 4, '1100110101': 2, '1001100001': 1, '0000110001': 1, '1101110110': 2, '1111100111': 1, '0110000010': 1, '0100100101': 1, '1101000111': 1, '1110001101': 1, '1100111110': 2, '1100000011': 1, '0110111110': 1, '1000001001': 1, '0011010000': 4, '1100011011': 1, '0001111100': 3, '1001100100': 2, '1001100010': 1, '0110000000': 9, '0110110100': 2, '1101111101': 1, '1010001100': 2, '0001011100': 1, '0001000100': 9, '0100001000': 11, '1000101111': 1, '0001010001': 1, '0111111110': 2, '0100110000': 1, '0001101001': 1, '0101101110': 2, '0101111010': 1, '0010110100': 1, '0010001010': 1, '0111100000': 4, '0100011000': 1, '0000000110': 1, '1111010111': 3, '1000000010': 1, '1000110000': 2, '1100101111': 2, '1011001010': 1, '1111111101': 3, '1101011111': 1, '1011000010': 1, '1111101111': 2, '1110011101': 1, '0001111000': 1, '0111101001': 1, '0010010101': 1, '1000110001': 1, '0000010110': 2, '0000010011': 2, '0000010001': 3, '1010100101': 1, '0110001010': 1, '1000000101': 1, '1100000111': 2, '1000101101': 1, '1101000001': 2, '1111001110': 1, '1111100010': 1, '1001010101': 1, '0100110001': 1, '1101011011': 1, '1001110010': 1, '0101111110': 2, '0011110000': 2, '0111011100': 1, '0111110101': 1, '1110110110': 2, '0110101101': 1, '0111110010': 1, '1111110001': 1, '0101010000': 1, '1111110011': 1, '1000001010': 2, '0100001100': 1, '0001101000': 1, '0110101110': 1, '0100111111': 1, '1001100000': 1, '0001001001': 2, '0100001001': 1, '0001001100': 2, '1110011000': 1, '0101000100': 3, '0010100101': 1}\n"
     ]
    }
   ],
   "source": [
    "#plot_histogram(counts_noise, figsize=(30, 15))\n",
    "#print(counts_noise)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "53554440",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Encoded: 00 =  [0, 0, 0, 0, 0, 0, 0, 0]\n",
      "Encoded: 01 =  [0, 1, 1, 0, 0, 1, 0, 0]\n",
      "Encoded: 10 =  [1, 1, 0, 0, 1, 0, 0, 0]\n",
      "Encoded: 11 =  [1, 1, 1, 1, 1, 1, 1, 1]\n",
      "\n",
      "Expected Counts per pixel =  256.0\n",
      "Experimental Counts {'0000000000': 249, '1011001000': 245, '0101100100': 250, '1111111111': 280}\n",
      "\n",
      "Expected probability for each pixel =  0.25\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x360 with 1 Axes>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from qiskit.compiler import assemble\n",
    "aer_sim = Aer.get_backend('aer_simulator')\n",
    "t_qc_image = transpile(qc_image, aer_sim)\n",
    "\n",
    "shots = 1024\n",
    "\n",
    "qobj = assemble(t_qc_image, shots=shots)\n",
    "job_neqr = aer_sim.run(qobj)\n",
    "result_neqr = job_neqr.result()\n",
    "counts_neqr = result_neqr.get_counts()\n",
    "print('Encoded: 00 = ', arr[0])\n",
    "print('Encoded: 01 = ', arr[1])\n",
    "print('Encoded: 10 = ', arr[2])\n",
    "print('Encoded: 11 = ', arr[3])\n",
    "\n",
    "print(\"\\nExpected Counts per pixel = \", shots/len(arr))\n",
    "print(\"Experimental Counts\", counts_neqr)\n",
    "print(\"\\nExpected probability for each pixel = \", 1.0/(len(arr)))\n",
    "plot_histogram(counts_neqr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "af181081",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      " 0.1754909169394523\n",
      "\n",
      "Expected Counts per pixel =  256.0 \n",
      "\n",
      "Measured 0101101101 1 times.\n",
      "Measured 1000000000 1 times.\n",
      "Measured 1001001101 4 times.\n",
      "Measured 1011111111 5 times.\n",
      "Measured 0010111010 1 times.\n",
      "Measured 0001001101 208 times.\n",
      "Measured 0000000000 223 times.\n",
      "Measured 0001101101 2 times.\n",
      "Measured 1111111111 254 times.\n",
      "Measured 0000011010 4 times.\n",
      "Measured 0100000000 29 times.\n",
      "Measured 1111011111 2 times.\n",
      "Measured 0000100000 1 times.\n",
      "Measured 0101001101 21 times.\n",
      "Measured 0010011010 216 times.\n",
      "Measured 1110111111 2 times.\n",
      "Measured 0110011010 23 times.\n",
      "Measured 0111111111 14 times.\n",
      "Measured 0011001101 3 times.\n",
      "Measured 0000001101 4 times.\n",
      "Measured 1010011010 4 times.\n",
      "Measured 1101111111 2 times.\n"
     ]
    }
   ],
   "source": [
    "machine = \"ibmq_santiago\"\n",
    "backend = provider.get_backend(machine)\n",
    "santiago_sim = AerSimulator.from_backend(backend)\n",
    "start_sim = perf_counter()\n",
    "result = santiago_sim.run(qc_image).result()\n",
    "counts = result.get_counts(qc_image)\n",
    "end_sim = perf_counter()\n",
    "print(\"\\n\", end_sim-start_sim)\n",
    "print(\"\\nExpected Counts per pixel = \", shots/len(arr), \"\\n\")\n",
    "for(measured_state, count) in counts.items():\n",
    "    big_endian_state = measured_state[::-1]\n",
    "    print(f\"Measured {big_endian_state} {count} times.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "279bd427",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.15855370298959315\n",
      "\n",
      "Expected Counts per pixel =  256.0 \n",
      "\n",
      "Measured 0010000000 1 times.\n",
      "Measured 1001111111 1 times.\n",
      "Measured 1110011010 1 times.\n",
      "Measured 0011101101 1 times.\n",
      "Measured 0001101101 2 times.\n",
      "Measured 1011111111 6 times.\n",
      "Measured 1111011111 5 times.\n",
      "Measured 0000100000 3 times.\n",
      "Measured 0111111111 9 times.\n",
      "Measured 1111111111 216 times.\n",
      "Measured 0000011010 11 times.\n",
      "Measured 0010111010 3 times.\n",
      "Measured 1001001101 3 times.\n",
      "Measured 0001000000 1 times.\n",
      "Measured 0001001101 238 times.\n",
      "Measured 0000000000 235 times.\n",
      "Measured 1110111111 9 times.\n",
      "Measured 0010011010 249 times.\n",
      "Measured 0011011010 3 times.\n",
      "Measured 1000000000 2 times.\n",
      "Measured 0011001101 4 times.\n",
      "Measured 0000001101 7 times.\n",
      "Measured 1101111111 9 times.\n",
      "Measured 1010011010 2 times.\n",
      "Measured 0100000000 3 times.\n"
     ]
    }
   ],
   "source": [
    "machine = \"ibmq_belem\"\n",
    "backend = provider.get_backend(machine)\n",
    "santiago_sim = AerSimulator.from_backend(backend)\n",
    "start_sim = perf_counter()\n",
    "result = santiago_sim.run(qc_image).result()\n",
    "counts = result.get_counts(qc_image)\n",
    "end_sim = perf_counter()\n",
    "print(end_sim-start_sim)\n",
    "print(\"\\nExpected Counts per pixel = \", shots/len(arr), \"\\n\")\n",
    "for(measured_state, count) in counts.items():\n",
    "    big_endian_state = measured_state[::-1]\n",
    "    print(f\"Measured {big_endian_state} {count} times.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "9e39fac7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      ">> Circuit transpilation took 0.5931568020023406 seconds.\n",
      "\n",
      ">> Circuit simulation took 2.681878018891439 seconds.\n"
     ]
    }
   ],
   "source": [
    "# Testing qc_image circuit using Fake Simulator \n",
    "# to simulate the error in a real quantum computer\n",
    "from qiskit.providers.aer import AerSimulator\n",
    "from qiskit.test.mock import FakeMumbai\n",
    "device_backend = FakeMumbai()\n",
    "sim_brooklyn = AerSimulator.from_backend(device_backend)\n",
    "\n",
    "#### TRANSPILING\n",
    "start_transpile = perf_counter()\n",
    "tcirc = transpile(qc_image, sim_brooklyn, optimization_level=1) # Optimization Level = 1 (default)\n",
    "end_transpile = perf_counter()\n",
    "print(f\"\\n>> Circuit transpilation took {(end_transpile-start_transpile)} seconds.\")\n",
    "\n",
    "#### SIMULATING\n",
    "start_sim = perf_counter()\n",
    "# Run transpiled circuit on FakeMontreal \n",
    "result_noise = sim_brooklyn.run(tcirc).result()\n",
    "# Get counts for each possible result \n",
    "counts_noise = result_noise.get_counts()\n",
    "end_sim = perf_counter()\n",
    "print(f\"\\n>> Circuit simulation took {(end_sim-start_sim)} seconds.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "6de85f1c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'0000101011': 1, '1000001110': 1, '1110001101': 1, '1101001010': 1, '1110101110': 1, '0000000111': 1, '0010101110': 1, '0001010100': 3, '1010111111': 1, '0100110010': 1, '0011000001': 1, '0111011111': 1, '1001011100': 1, '0011010010': 1, '1001011111': 1, '0011010110': 1, '1111100010': 1, '1000000011': 1, '1011110010': 3, '1110010001': 1, '0111010010': 1, '1101011100': 1, '0100101111': 1, '0010110001': 1, '1001010010': 1, '0100010111': 1, '0111010001': 1, '0001110010': 1, '1000101101': 1, '1111010110': 1, '1101010101': 1, '1000110101': 1, '1000110000': 3, '1010000101': 1, '0100010110': 1, '0100100001': 2, '0110010100': 1, '1001110111': 1, '0111111001': 1, '1110101010': 2, '1011010010': 2, '1011010111': 2, '1100100001': 1, '0101101010': 3, '0011110110': 2, '0000111010': 1, '1000110110': 2, '0111010110': 2, '0010101010': 1, '0101110110': 3, '0100111111': 1, '1011000101': 2, '1010111011': 1, '1101000100': 1, '0110000111': 1, '1101000001': 2, '0100010101': 1, '1100100000': 1, 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\n",
      "text/plain": [
       "<Figure size 504x360 with 1 Axes>"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from qiskit.test.mock import FakeMontreal\n",
    "fake_athens = FakeMontreal()\n",
    "t_qc = transpile(qc_image, fake_athens, optimization_level=3)\n",
    "qobj = assemble(t_qc, shots=4096)\n",
    "result = fake_athens.run(qobj).result()\n",
    "counts = result.get_counts(qc_image)\n",
    "print(counts)\n",
    "plot_histogram(counts)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "3144afb5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 2160x1080 with 1 Axes>"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot_histogram(counts, figsize=(30, 15))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c43b0630",
   "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": "3.8.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}