{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "fa04afcd",
   "metadata": {},
   "source": [
    "# Quantum information and quantum computing - Problem set 10\n",
    "\n",
    "### _Problem 2_ : Noise channels in Qiskit\n",
    "\n",
    "In this exercise we will learn how to implement a noise channel in Qiskit."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "0b9d1cb6",
   "metadata": {},
   "outputs": [],
   "source": [
    "# First, import all the useful methods\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt   \n",
    "import math\n",
    "\n",
    "\n",
    "from qiskit import QuantumCircuit, ClassicalRegister, QuantumRegister\n",
    "from qiskit.quantum_info import DensityMatrix\n",
    "\n",
    "\n",
    "## Noise model\n",
    "from qiskit_aer import QasmSimulator\n",
    "import qiskit_aer.noise as noise\n",
    "\n",
    "\n",
    "## To visualize density matrices\n",
    "from qiskit.visualization import plot_state_city"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "390dedb9",
   "metadata": {},
   "source": [
    "----\n",
    "\n",
    "#### Evaluate density matrices"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "459ad325",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 538.128x200.667 with 1 Axes>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## Initialise the circuit in the bell state\n",
    "circ = QuantumCircuit(2)\n",
    "circ.h(0)\n",
    "circ.cx(0,1)\n",
    "circ.save_density_matrix()\n",
    "\n",
    "circ.draw(\"mpl\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "5e4fc81c",
   "metadata": {},
   "outputs": [],
   "source": [
    "simulator = QasmSimulator(method='density_matrix')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "59d706ae",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Perform a noise simulation\n",
    "result = simulator.run(circ).result()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "262bd98e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/latex": [
       "$$\n",
       "\\rho = \n",
       "\\begin{bmatrix}\n",
       "\\frac{1}{2} & 0 & 0 & \\frac{1}{2}  \\\\\n",
       " 0 & 0 & 0 & 0  \\\\\n",
       " 0 & 0 & 0 & 0  \\\\\n",
       " \\frac{1}{2} & 0 & 0 & \\frac{1}{2}  \\\\\n",
       " \\end{bmatrix}\n",
       "$$"
      ],
      "text/plain": [
       "<IPython.core.display.Latex object>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rho = result.data()[\"density_matrix\"]\n",
    "rho.draw('latex', prefix='\\\\rho = ')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "739ead33",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1600x800 with 2 Axes>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot_state_city(rho.data, title='Density Matrix')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "6c971ad9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Purity: 1.0\n"
     ]
    }
   ],
   "source": [
    "print(\"Purity:\",rho.purity().real)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "48100edb",
   "metadata": {},
   "source": [
    "----\n",
    "#### Create Noise Model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "6ac2255c",
   "metadata": {},
   "outputs": [],
   "source": [
    "noise_model = noise.NoiseModel()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "b9f8367b",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Error probabilities\n",
    "prob_1 = 0.001  # 1-qubit gate\n",
    "prob_2 = 0.5   # 2-qubit gate\n",
    "\n",
    "# Depolarizing quantum errors\n",
    "error_1 = noise.depolarizing_error(prob_1, 1)\n",
    "error_2 = noise.depolarizing_error(prob_2, 2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "7f85b1d8",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Add errors to noise model\n",
    "noise_model.add_all_qubit_quantum_error(error_1, ['u1', 'u2', 'u3'])\n",
    "noise_model.add_all_qubit_quantum_error(error_2, ['cx'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "cfc8e059",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<qiskit.circuit.instructionset.InstructionSet at 0x1258bf130>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "noise_circ = QuantumCircuit(2)\n",
    "noise_circ.h(0)\n",
    "noise_circ.cx(0,1)\n",
    "noise_circ.save_density_matrix()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "8bb606b4",
   "metadata": {},
   "outputs": [],
   "source": [
    "noise_simulator = QasmSimulator(method='density_matrix',\n",
    "                        noise_model=noise_model)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "542fac8c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Perform a noise simulation\n",
    "result = noise_simulator.run(noise_circ).result()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "f0a20feb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/latex": [
       "$$\n",
       "\\rho_{noise} = \n",
       "\\begin{bmatrix}\n",
       "\\frac{3}{8} & 0 & 0 & \\frac{1}{4}  \\\\\n",
       " 0 & \\frac{1}{8} & 0 & 0  \\\\\n",
       " 0 & 0 & \\frac{1}{8} & 0  \\\\\n",
       " \\frac{1}{4} & 0 & 0 & \\frac{3}{8}  \\\\\n",
       " \\end{bmatrix}\n",
       "$$"
      ],
      "text/plain": [
       "<IPython.core.display.Latex object>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "noise_rho = result.data()[\"density_matrix\"]\n",
    "noise_rho.draw('latex', prefix='\\\\rho_{noise} = ')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "4cb398b6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1600x800 with 2 Axes>"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot_state_city(noise_rho.data, title='Noisy Density Matrix')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "91a44ac6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Purity: 0.4375\n"
     ]
    }
   ],
   "source": [
    "print(\"Purity:\",noise_rho.purity().real)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aef14dcd",
   "metadata": {},
   "source": [
    "----\n",
    "\n",
    "#### Evaluate density matrices with Quantum Tomography"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "aca17f2a",
   "metadata": {},
   "outputs": [],
   "source": [
    "#!pip install qiskit_experiments"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "140c17d9",
   "metadata": {},
   "outputs": [],
   "source": [
    "from qiskit_experiments.library import StateTomography\n",
    "from qiskit_experiments.library.tomography import StateTomographyAnalysis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "8957ad81",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 287.294x200.667 with 1 Axes>"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "exp_circ = QuantumCircuit(2)\n",
    "exp_circ.h(0)\n",
    "exp_circ.cx(0,1)\n",
    "\n",
    "exp_circ.draw(\"mpl\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "ad397ff2",
   "metadata": {},
   "outputs": [],
   "source": [
    "tomography = StateTomography(exp_circ)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "a9f260a0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 857.47x284.278 with 1 Axes>"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tomography.circuits()[8].draw(\"mpl\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "5fe50fdf",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/clemensgiuliani/epfl/teaching/qc24/venv_qiskit/lib/python3.12/site-packages/qiskit_ibm_runtime/fake_provider/local_service.py:234: UserWarning: Options {'execution': {'meas_type': 'classified'}} have no effect in local testing mode.\n",
      "  warnings.warn(f\"Options {options_copy} have no effect in local testing mode.\")\n"
     ]
    }
   ],
   "source": [
    "exp = tomography.run(noise_simulator,shots=5000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "801d32c0",
   "metadata": {},
   "outputs": [],
   "source": [
    "exp_analysis = exp.analysis_results()[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "42010bff",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/latex": [
       "$$\n",
       "\\rho_{tomo} = \n",
       "\\begin{bmatrix}\n",
       "0.3783333333 & -0.0049333333 + 0.0001333333 i & -0.0013 + 0.0039666667 i & 0.2609 + 0.0023 i  \\\\\n",
       " -0.0049333333 - 0.0001333333 i & 0.1260666667 & -0.0017 + 0.0029 i & -0.0005 - 0.0046333333 i  \\\\\n",
       " -0.0013 - 0.0039666667 i & -0.0017 - 0.0029 i & 0.1241333333 & 0.0044666667 + 0.0061333333 i  \\\\\n",
       " 0.2609 - 0.0023 i & -0.0005 + 0.0046333333 i & 0.0044666667 - 0.0061333333 i & 0.3714666667  \\\\\n",
       " \\end{bmatrix}\n",
       "$$"
      ],
      "text/plain": [
       "<IPython.core.display.Latex object>"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tomo_rho = exp_analysis.value\n",
    "tomo_rho.draw('latex', prefix='\\\\rho_{tomo} = ')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "f9049ee2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1600x800 with 2 Axes>"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot_state_city(tomo_rho.data, title='Tomography Density Matrix')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "e59abf1e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Purity: 0.44883841777777855\n"
     ]
    }
   ],
   "source": [
    "print(\"Purity:\",tomo_rho.purity().real)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "79ba245e",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "jupytext": {
   "formats": "ipynb,md"
  },
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.12.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
