{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# How-to: Create Codes\n",
    "\n",
    "The QEC framework does not prescribe any particular way to create codes but it does follow some simple design philosophies and looks to provide a wide range of tools, methods and instructure to make creatings codes easier.\n",
    "\n",
    "### Code Classs\n",
    "\n",
    "Within the framework there are very few specific code classes. This is done for two primary reasons. The first is that changes in codes (due to failures or gauge fixing or other) can easy take a code out of a given class wheere class methods not longer work and we want to avoid having to continually check if a code is still within an given class or whether a given operation keeps a code inside the class. Second, since there is no simple code heirachy that could be used the number of code classes would be large, overlapping and difficult to manage. Instead the aim is to only use a few classes such as the `StabSubSystemCode` class which deal with stabilizer subsystem codes.\n",
    "\n",
    "### Code Factories\n",
    "\n",
    "A code factory is a general method of constructing a wide range of codes rather than any specific code, of group of codes. A code factory usually has many different configuration parameters and options. Code factories inherit from the `Factory` class. An example is the `TileCodeFactory` which builds codes based on cutting and gluing regions cut from tiles placed on a lattice.\n",
    "\n",
    "### Code Builders\n",
    "\n",
    "A code builder is a method of constructing specific codes or groups of codes. Usually, the number of configuration parameters is small the builder is relatively easy to use. Code builders often utilize a specialize configured code factory but may not. For example the code builders `TriangularColorCodeBuilder` and `HeavyHexCodeBuilder` builder classes use the `TileCodeFactory` to build specific codes.\n",
    "\n",
    "### Code Library/Database\n",
    "\n",
    "Qiskit-QEC contains a `CodeLibrarian` that manages various `CodeLibrary` instances that store a range of codes and their properties. This code database will eventually be hosted on a separate web server as the number of possible codes (even under local Clifford and permutation equivalance) grows very quickly. This database is meant to be analogous to GAP's small group database or Sloan's encyclopedia of integer sequences. \n",
    "\n",
    "## Creating Codes\n",
    "\n",
    "There are many ways to create codes using the framework. These include\n",
    "\n",
    "1. Creating a symplectic matrix\n",
    "2. Providing the stabilizer/gauge generators as strings\n",
    "3. Loading a code via the codebase libraries\n",
    "4. Configuring and running a TileCodeFactory\n",
    "5. Configuring and running a specific CodeBuilder\n",
    "6. Writing a custom code class\n",
    "\n",
    "### Creating a symplectic matrix\n",
    "\n",
    "We first consider creating the 7-qubit Steane/color code:\n",
    "\n",
    "TODO: Add image of a 7-qubit Steane code\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "PauliList(['IIIXXXX', 'IIIZZZZ', 'IXXXIXI', 'IZZZIZI', 'XIXIIXX',\n",
       "           'ZIZIIZZ'])"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import numpy as np\n",
    "from qiskit_qec.structures.gauge import GaugeGroup\n",
    "from qiskit_qec.operators.pauli_list import PauliList\n",
    "from qiskit_qec.codes.stabsubsystemcodes import StabSubSystemCode\n",
    "\n",
    "# Create the 7-qubit Steane/color code\n",
    "matrix = np.array(\n",
    "    [\n",
    "        [1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
    "        [0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0],\n",
    "        [0, 1, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0],\n",
    "        [0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 1, 0],\n",
    "        [1, 1, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0],\n",
    "        [0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 1],\n",
    "    ]\n",
    ")\n",
    "\n",
    "generators = PauliList(matrix)\n",
    "gauge_group = GaugeGroup(generators)\n",
    "code = StabSubSystemCode(gauge_group)\n",
    "code.generators"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Providing the stabilizer/gauge generators as strings\n",
    "\n",
    "Codes can also be created by given a set of Pauli genertors described by strings."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# The default Pauli/PauliList class reads product sytnax Paulis from right-to-left\n",
    "# So IIXX is the Pauli X0X1\n",
    "generators = PauliList([\"IIIXXXX\", \"IIIZZZZ\", \"IXXXIXI\", \"IZZZIZI\", \"XIXIIXX\", \"ZIZIIZZ\"])\n",
    "gauge_group = GaugeGroup(generators)\n",
    "code = StabSubSystemCode(gauge_group)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Strings need not be in product syntax but can be an many forms including index syntax\n",
    "generators = PauliList([\"X0X1X2X3\", \"Z0Z1Z2Z3\", \"X1X3X4X5\", \"Z1Z3Z4Z5\", \"X0X1X4X6\", \"Z0Z1Z4Z6\"])\n",
    "gauge_group = GaugeGroup(generators)\n",
    "code = StabSubSystemCode(gauge_group)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Loading a code via the codebase libraries\n",
    "\n",
    "Codes can also be loaded from a code database"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "PauliList(['X1', 'X2', 'X3', 'Z0Z4', 'Y0Y4'])"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Start the CodeLibrarian\n",
    "import qiskit_qec.codes.codebase as cb\n",
    "\n",
    "# This will set the default output format to index format and read product syntax\n",
    "# Pauli strings from left-to-right\n",
    "import qiskit_qec.utils.pauli_rep as pauli_rep\n",
    "from qiskit_qec.operators.base_pauli import BasePauli\n",
    "\n",
    "BasePauli.set_syntax(pauli_rep.INDEX_SYNTAX)\n",
    "BasePauli.set_qubit_order(\"left-to-right\")\n",
    "\n",
    "# Load the code with n=5, k=0 and the index = 1 then show its generators\n",
    "code = cb.small_code(5, 0, 1)\n",
    "code.gauge_group.generators"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[5,0]]-4 of type StabSubSystemCode\n",
      "-------------------------------------------------------------------------------\n",
      "isotropic_generators : ['Z1Z2', 'Z0Z4', 'Y1Y2X3', 'Z0Z1Z3', 'Y0X3Y4']\n",
      "is_subsystem         : 1\n",
      "index                : 4\n",
      "code_type            : StabSubSystemCode\n",
      "aut_group_size       : 32\n",
      "is_triorthogonal     : 0\n",
      "is_decomposable      : 0\n",
      "weight_enumerator    : [1, 0, 2, 8, 13, 8]\n",
      "is_css               : 1\n",
      "uuid                 : 33f790cd-ab06-47fb-a2b3-057f38329942\n",
      "is_degenerate        : 0\n",
      "d                    : 2\n",
      "is_gf4linear         : 0\n",
      "k                    : 0\n",
      "n                    : 5\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# Load the code with n=5, k=0 and index=4 but only fetch the information on it\n",
    "codes = cb.small_code(5, 0, 4, info_only=True)\n",
    "codes.info"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "isotropic_generators : ['Z0Z1X2', 'X1Z2X3Z4', 'X0X1Y3Y4']\n",
      "logical_ops          : ['Z0X3', 'Z1X4', 'Z1Z3', 'Z0Z4']\n",
      "is_subsystem         : 1\n",
      "index                : 27\n",
      "code_type            : StabSubSystemCode\n",
      "aut_group_size       : 12\n",
      "is_decomposable      : 0\n",
      "weight_enumerator    : [1, 0, 0, 1, 3, 3]\n",
      "is_css               : 0\n",
      "uuid                 : 65e7ef69-1b5b-49a7-97f7-f41ca540cc8f\n",
      "is_degenerate        : 0\n",
      "d                    : 2\n",
      "is_gf4linear         : 0\n",
      "k                    : 2\n",
      "n                    : 5\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# Load all (1) small codes info with n=5 and k=2 that are not CSS with d=2\n",
    "codes = cb.all_small_codes(5, 2, is_css=False, info_only=True, d=2)\n",
    "print(codes)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Configuring and running a TileCodeFactory\n",
    "\n",
    "The following example shows how to use the TileCodeFactory to build the Steane/color code or more generally the triangular color code. The follow example also shows how to see intermediate results when using a factory."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Set distance\n",
    "d = 7\n",
    "\n",
    "# Load the appropriate tile: Hexagon Tile\n",
    "from qiskit_qec.geometry.tiles.hexagontile import HexagonTile\n",
    "\n",
    "# Load the Shape class to create a triangular cutter\n",
    "from qiskit_qec.geometry.shape import Shape\n",
    "\n",
    "# Load the TileCodeFactory\n",
    "from qiskit_qec.codes.codefactory.tilecodefactory import TileCodeFactory\n",
    "\n",
    "# Load the minifold to be tiled\n",
    "from qiskit_qec.geometry.plane import Plane\n",
    "\n",
    "# Load the lattive class to tile against\n",
    "from qiskit_qec.geometry.lattice import Lattice\n",
    "\n",
    "# Create a code factory\n",
    "triangular_code_factory = TileCodeFactory()\n",
    "\n",
    "## Set the factory parameters\n",
    "\n",
    "# Set the manifold\n",
    "manifold = Plane()\n",
    "\n",
    "# Set the tile and tile parameters\n",
    "tile = HexagonTile\n",
    "tile_optype = \"dXZ\"  # Choose both X and Z stabilizers for each hexagon (predefined setting)\n",
    "\n",
    "# Set the lattice to tile\n",
    "lattice = Lattice(u_vec=HexagonTile.u_vec, v_vec=HexagonTile.v_vec)\n",
    "\n",
    "# Set the length of the sides of the triangular cutter\n",
    "scale = 3 * (d - 1) / 2\n",
    "\n",
    "# Define the set of points defining the triangle\n",
    "points = [[0, 0], [scale * HexagonTile.h, scale * HexagonTile.r], [scale, 0]]\n",
    "\n",
    "# Create the triangular cutter and cutter parameters\n",
    "cutter = Shape(points=points)\n",
    "on_boundary = True  # Choose to include points on (or very near to) the cutter boundary\n",
    "boundary_strategy = \"combine\"  # Choose how to combine separate peices of cut gauge operators\n",
    "levels = [4, 6]  # Only include weight 4 and 6 operators after cutter from tiling\n",
    "\n",
    "# Set to display intermediate views to allow for correction configuration errors\n",
    "show_face_colors = True  # As each face as two operators (X and Z) use face colors\n",
    "show_inside = True  # Show which qubits are inside the cutter\n",
    "lattice_view = True  # Show the lattice view\n",
    "precut_tiling_view = True  # Show the tiling before cutting\n",
    "\n",
    "# Configure the code factory\n",
    "triangular_code_factory.set_parameters(\n",
    "    manifold=manifold,\n",
    "    tile=tile,\n",
    "    lattice=lattice,\n",
    "    cutter=cutter,\n",
    "    on_boundary=on_boundary,\n",
    "    boundary_strategy=boundary_strategy,\n",
    "    levels=levels,\n",
    "    tile_optype=tile_optype,\n",
    "    show_face_colors=show_face_colors,\n",
    "    show_inside=show_inside,\n",
    "    lattice_view=lattice_view,\n",
    "    precut_tiling_view=precut_tiling_view,\n",
    ")\n",
    "\n",
    "# Update the factory is_configure check. This is used since we\n",
    "# directly updated the TileCodeFactory configuration instead of\n",
    "# using the individual TileCodeFactory configuration methods.\n",
    "triangular_code_factory.update_is_configure()\n",
    "\n",
    "# Create the base triangular color code\n",
    "code = triangular_code_factory.make_code()\n",
    "\n",
    "# View the code produced, using face colors and who qubit_indexs\n",
    "code.draw(face_colors=True, show_index=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Configuring and running a specific CodeBuilder\n",
    "\n",
    "The previous approach can be wrapped into a builder class. In this case\n",
    "a triangular code code builder"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from qiskit_qec.codes.codebuilders.triangular_color_code_builder import TriangularColorCodeBuilder\n",
    "\n",
    "code = TriangularColorCodeBuilder(d=3).build()\n",
    "code.draw(face_colors=True, show_index=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Another builder is the surface code builder"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from qiskit_qec.codes.codebuilders.surface_code_builder import SurfaceCodeBuilder\n",
    "\n",
    "code = SurfaceCodeBuilder(dx=5, dz=7).build()\n",
    "code.draw(face_colors=False, xcolor=\"lightcoral\", zcolor=\"skyblue\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "or the rotated surface code builder."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from qiskit_qec.operators.pauli import Pauli\n",
    "from qiskit_qec.codes.codebuilders.rotated_surface_code_builer import RotatedSurfaceCodeBuilder\n",
    "\n",
    "code = RotatedSurfaceCodeBuilder(d=3, ul_op=Pauli(\"X\")).build()\n",
    "code.draw(face_colors=False, xcolor=\"lightcoral\", zcolor=\"skyblue\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Or the heavy hex code builder."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from qiskit_qec.codes.codebuilders.heavyhex_code_builder import HeavyHexCodeBuilder\n",
    "\n",
    "code = HeavyHexCodeBuilder(d=5).build()\n",
    "code.draw(face_colors=False, xcolor=\"lightcoral\", zcolor=\"skyblue\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "interpreter": {
   "hash": "51866bac20b05fdfb6d3322702775796b3820ac55bfdcdecbc1c056df39b62f4"
  },
  "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": 4
}