qiskit/terra/visualizing_a_quantum_circuit.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<img src=\"../../images/qiskit-heading.gif\" alt=\"Note: In order for images to show up in this jupyter notebook you need to select File => Trust Notebook\" width=\"500 px\" align=\"left\">"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Visualizing a Quantum Circuit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-09-29T00:16:38.758552Z",
     "start_time": "2018-09-29T00:16:37.828380Z"
    }
   },
   "outputs": [],
   "source": [
    "from qiskit import QuantumCircuit, ClassicalRegister, QuantumRegister"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Drawing a Quantum Circuit\n",
    "\n",
    "When building a quantum circuit it often helps to draw the circuit. This is supported natively by a `QuantumCircuit` object. You can either just call `print()` on the circuit or call the `draw()` method on the object. This will render a [ASCII art version](https://en.wikipedia.org/wiki/ASCII_art) of the circuit diagram."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-09-29T00:17:28.150946Z",
     "start_time": "2018-09-29T00:17:27.979866Z"
    }
   },
   "outputs": [],
   "source": [
    "# Build a quantum circuit\n",
    "\n",
    "n = 3  # number of qubits \n",
    "q = QuantumRegister(n)\n",
    "c = ClassicalRegister(n)\n",
    "\n",
    "circuit = QuantumCircuit(q, c)\n",
    "\n",
    "circuit.x(q[1])\n",
    "circuit.h(q)\n",
    "circuit.cx(q[0], q[1])\n",
    "circuit.measure(q, c);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-09-29T00:17:29.971852Z",
     "start_time": "2018-09-29T00:17:29.703427Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                           ┌───┐        ┌─┐\n",
      "q0_0: |0>──────────────────┤ H ├──■─────┤M├\n",
      "                 ┌───┐┌───┐└───┘┌─┴─┐┌─┐└╥┘\n",
      "q0_1: |0>────────┤ X ├┤ H ├─────┤ X ├┤M├─╫─\n",
      "         ┌───┐┌─┐└───┘└───┘     └───┘└╥┘ ║ \n",
      "q0_2: |0>┤ H ├┤M├─────────────────────╫──╫─\n",
      "         └───┘└╥┘                     ║  ║ \n",
      " c0_0: 0 ══════╬══════════════════════╬══╩═\n",
      "               ║                      ║    \n",
      " c0_1: 0 ══════╬══════════════════════╩════\n",
      "               ║                           \n",
      " c0_2: 0 ══════╩═══════════════════════════\n",
      "                                           \n"
     ]
    }
   ],
   "source": [
    "print(circuit)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"word-wrap: normal;white-space: pre;line-height: 15px;\">                           ┌───┐        ┌─┐\n",
       "q0_0: |0>──────────────────┤ H ├──■─────┤M├\n",
       "                 ┌───┐┌───┐└───┘┌─┴─┐┌─┐└╥┘\n",
       "q0_1: |0>────────┤ X ├┤ H ├─────┤ X ├┤M├─╫─\n",
       "         ┌───┐┌─┐└───┘└───┘     └───┘└╥┘ ║ \n",
       "q0_2: |0>┤ H ├┤M├─────────────────────╫──╫─\n",
       "         └───┘└╥┘                     ║  ║ \n",
       " c0_0: 0 ══════╬══════════════════════╬══╩═\n",
       "               ║                      ║    \n",
       " c0_1: 0 ══════╬══════════════════════╩════\n",
       "               ║                           \n",
       " c0_2: 0 ══════╩═══════════════════════════\n",
       "                                           </pre>"
      ],
      "text/plain": [
       "<qiskit.tools.visualization._text.TextDrawing at 0xa1b955c18>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "circuit.draw()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Alternative Renderers for Circuits\n",
    "\n",
    "While a text output is useful for quickly seeing the output while developing a circuit it doesn't provide the most flexibility in it's output. There are 2 other alternative output renderers for the quantum circuit. One uses [matplotlib](https://matplotlib.org/) and the other uses [LaTex](https://www.latex-project.org/) leveraging the [qcircuit package](https://github.com/CQuIC/qcircuit). These can be specified by using `mpl` and `latex` values for the `output` kwarg on the draw() method."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-09-29T00:17:51.417854Z",
     "start_time": "2018-09-29T00:17:51.290944Z"
    }
   },
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 602x379.26 with 1 Axes>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Matplotlib Drawing\n",
    "circuit.draw(output='mpl')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=578x277 at 0xA1BDF79B0>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Latex Drawing\n",
    "circuit.draw(output='latex')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Controlling output from circuit.draw()\n",
    "\n",
    "By default the draw method returns the rendered image as an object and does not output anything. The exact class returned depends on the output specified: `'text'`(the default returns a `TextDrawer` object, `'mpl'` returns a `matplotlib.Figure` object, and `latex` returns a `PIL.Image` object. Having the return types enables modifying or directly interacting with the rendered output from the drawers. Jupyter notebooks understand these return types and render it for us in this tutorial, but when running outside of jupyter you do not have this feature automatically. However, the `draw()` method has optional arguments to display or save the output. When specified the `filename` kwarg takes a path to save the rendered output to. Or if you're using the `mpl` or `latex` outputs you can leverage the `interactive` kwarg to open the image in a new window (this will not always work from within a notebook but will be demonstrated anyway)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Customizing the output\n",
    "\n",
    "Depending on the output there are also options to customize the circuit diagram rendered by the circuit.\n",
    "\n",
    "### Disable Plot Barriers and Reversing Bit Order\n",
    "The first two options are shared between all 3 backends and they let you configure both the bit orders and whether or not you draw barriers. These can be set by the `reverse_bits` kwarg and `plot_barriers` kwarg respectively. The examples below will work with any output backend, only `latex` is used for brevity."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-09-29T00:17:56.930280Z",
     "start_time": "2018-09-29T00:17:56.926191Z"
    }
   },
   "outputs": [],
   "source": [
    "# Draw a new circuit with barriers and more registers\n",
    "\n",
    "q_a = QuantumRegister(3, name='qa')\n",
    "q_b = QuantumRegister(5, name='qb')\n",
    "c_a = ClassicalRegister(3)\n",
    "c_b = ClassicalRegister(5)\n",
    "\n",
    "circuit = QuantumCircuit(q_a, q_b, c_a, c_b)\n",
    "\n",
    "circuit.x(q_a[1])\n",
    "circuit.x(q_b[1])\n",
    "circuit.x(q_b[2])\n",
    "circuit.x(q_b[4])\n",
    "circuit.barrier()\n",
    "circuit.h(q_a)\n",
    "circuit.barrier(q_a)\n",
    "circuit.h(q_b)\n",
    "circuit.cswap(q_b[0], q_b[1], q_b[2])\n",
    "circuit.cswap(q_b[2], q_b[3], q_b[4])\n",
    "circuit.cswap(q_b[3], q_b[4], q_b[0])\n",
    "circuit.barrier(q_b)\n",
    "circuit.measure(q_a, c_a)\n",
    "circuit.measure(q_b, c_b);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-09-29T00:17:57.325792Z",
     "start_time": "2018-09-29T00:17:57.309795Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1036x763 at 0xA1BE0D940>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Draw the circuit\n",
    "circuit.draw(output='latex')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1101x764 at 0xA1C6D0B38>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Draw the circuit with reversed bit order\n",
    "circuit.draw(output='latex', reverse_bits=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1003x753 at 0xA1C6E9B00>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Draw the circuit without barriers\n",
    "circuit.draw(output='latex', plot_barriers=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=1067x754 at 0xA1C6DAA90>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Draw the circuit without barriers and reverse bit order\n",
    "circuit.draw(output='latex', plot_barriers=False, reverse_bits=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Backend specific customizations\n",
    "\n",
    "There are also some options available to customize the output diagram which only work for a specific backend. The `line_length` kwarg for the `text` backend which can be used to set a maximum width for the output. When a diagram is wider than that it will wrap the diagram below. The `mpl` backend has the `style` kwarg which is used to customize the output. The `scale` option is used by the `mpl` and `latex` backends to adjust the size of the output image, it's a multiplicative adjustment factor used to scale the output size. The `style` kwarg takes in a dict with many different options in it. It provides a high level of flexibility and enables things like changing colors, changing rendered text for different types of gates, different line styles, etc. The list of available options for this are:\n",
    "\n",
    "- **textcolor** (str): The color code to use for text. Defaults to `'#000000'`\n",
    "- **subtextcolor** (str): The color code to use for subtext. Defaults to `'#000000'`\n",
    "- **linecolor** (str): The color code to use for lines. Defaults to `'#000000'`\n",
    "- **creglinecolor** (str): The color code to use for classical register lines `'#778899'`\n",
    "- **gatetextcolor** (str): The color code to use for gate text `'#000000'`\n",
    "- **gatefacecolor** (str): The color code to use for gates. Defaults to `'#ffffff'`\n",
    "- **barrierfacecolor** (str): The color code to use for barriers. Defaults to `'#bdbdbd'`\n",
    "- **backgroundcolor** (str): The color code to use for the background. Defaults to `'#ffffff'`\n",
    "- **fontsize** (int): The font size to use for text. Defaults to 13\n",
    "- **subfontsize** (int): The font size to use for subtext. Defaults to 8\n",
    "- **displaytext** (dict): A dictionary of the text to use for each element\n",
    "    type in the output visualization. The default values are:\n",
    "    \n",
    "    {\n",
    "        'id': 'id',\n",
    "        'u0': 'U_0',\n",
    "        'u1': 'U_1',\n",
    "        'u2': 'U_2',\n",
    "        'u3': 'U_3',\n",
    "        'x': 'X',\n",
    "        'y': 'Y',\n",
    "        'z': 'Z',\n",
    "        'h': 'H',\n",
    "        's': 'S',\n",
    "        'sdg': 'S^\\\\dagger',\n",
    "        't': 'T',\n",
    "        'tdg': 'T^\\\\dagger',\n",
    "        'rx': 'R_x',\n",
    "        'ry': 'R_y',\n",
    "        'rz': 'R_z',\n",
    "        'reset': '\\\\left|0\\\\right\\\\rangle'\n",
    "    }\n",
    "    \n",
    "    You must specify all the necessary values if using this. There is\n",
    "    no provision for passing an incomplete dict in.\n",
    "- **displaycolor** (dict): The color codes to use for each circuit element.\n",
    "    By default all values default to the value of `gatefacecolor` and\n",
    "    the keys are the same as `displaytext`. Also, just like\n",
    "    `displaytext` there is no provision for an incomplete dict passed\n",
    "    in.\n",
    "- **latexdrawerstyle** (bool): When set to True enable latex mode which will\n",
    "    draw gates like the `latex` output modes.\n",
    "- **usepiformat** (bool): When set to True use radians for output\n",
    "- **fold** (int): The number of circuit elements to fold the circuit at.\n",
    "    Defaults to 20\n",
    "- **cregbundle** (bool): If set True bundle classical registers\n",
    "- **showindex** (bool): If set True draw an index.\n",
    "- **compress** (bool): If set True draw a compressed circuit\n",
    "- **figwidth** (int): The maximum width (in inches) for the output figure.\n",
    "- **dpi** (int): The DPI to use for the output image. Defaults to 150\n",
    "- **creglinestyle** (str): The style of line to use for classical registers.\n",
    "    Choices are `'solid'`, `'doublet'`, or any valid matplotlib\n",
    "    `linestyle` kwarg value. Defaults to `doublet`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-09-29T00:18:01.113112Z",
     "start_time": "2018-09-29T00:18:01.108121Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"word-wrap: normal;white-space: pre;line-height: 15px;\">                              ░                                               »\n",
       "qa_0: |0>─────────────────────░───────────────────────────────────────────────»\n",
       "                        ┌───┐ ░                                               »\n",
       "qa_1: |0>───────────────┤ X ├─░───────────────────────────────────────────────»\n",
       "                        └───┘ ░                                               »\n",
       "qa_2: |0>─────────────────────░───────────────────────────────────────────────»\n",
       "                              ░                     ┌───┐          ░          »\n",
       "qb_0: |0>─────────────────────░─────────────────────┤ H ├─■─────X──░──────────»\n",
       "                   ┌───┐      ░                ┌───┐└───┘ │     │  ░          »\n",
       "qb_1: |0>──────────┤ X ├──────░────────────────┤ H ├──────X─────┼──░──────────»\n",
       "              ┌───┐└───┘      ░           ┌───┐└───┘      │     │  ░       ┌─┐»\n",
       "qb_2: |0>─────┤ X ├───────────░───────────┤ H ├───────────X──■──┼──░───────┤M├»\n",
       "              └───┘           ░      ┌───┐└───┘              │  │  ░    ┌─┐└╥┘»\n",
       "qb_3: |0>─────────────────────░──────┤ H ├───────────────────X──■──░────┤M├─╫─»\n",
       "         ┌───┐                ░ ┌───┐└───┘                   │  │  ░ ┌─┐└╥┘ ║ »\n",
       "qb_4: |0>┤ X ├────────────────░─┤ H ├────────────────────────X──X──░─┤M├─╫──╫─»\n",
       "         └───┘                ░ └───┘                              ░ └╥┘ ║  ║ »\n",
       " c1_0: 0 ═════════════════════════════════════════════════════════════╬══╬══╬═»\n",
       "                                                                      ║  ║  ║ »\n",
       " c1_1: 0 ═════════════════════════════════════════════════════════════╬══╬══╬═»\n",
       "                                                                      ║  ║  ║ »\n",
       " c1_2: 0 ═════════════════════════════════════════════════════════════╬══╬══╬═»\n",
       "                                                                      ║  ║  ║ »\n",
       " c2_0: 0 ═════════════════════════════════════════════════════════════╬══╬══╬═»\n",
       "                                                                      ║  ║  ║ »\n",
       " c2_1: 0 ═════════════════════════════════════════════════════════════╬══╬══╬═»\n",
       "                                                                      ║  ║  ║ »\n",
       " c2_2: 0 ═════════════════════════════════════════════════════════════╬══╬══╩═»\n",
       "                                                                      ║  ║    »\n",
       " c2_3: 0 ═════════════════════════════════════════════════════════════╬══╩════»\n",
       "                                                                      ║       »\n",
       " c2_4: 0 ═════════════════════════════════════════════════════════════╩═══════»\n",
       "                                                                              »\n",
       "«                      ┌───┐ ░       ┌─┐\n",
       "«qa_0: ────────────────┤ H ├─░───────┤M├\n",
       "«                 ┌───┐└───┘ ░    ┌─┐└╥┘\n",
       "«qa_1: ───────────┤ H ├──────░────┤M├─╫─\n",
       "«            ┌───┐└───┘      ░ ┌─┐└╥┘ ║ \n",
       "«qa_2: ──────┤ H ├───────────░─┤M├─╫──╫─\n",
       "«         ┌─┐└───┘           ░ └╥┘ ║  ║ \n",
       "«qb_0: ───┤M├───────────────────╫──╫──╫─\n",
       "«      ┌─┐└╥┘                   ║  ║  ║ \n",
       "«qb_1: ┤M├─╫────────────────────╫──╫──╫─\n",
       "«      └╥┘ ║                    ║  ║  ║ \n",
       "«qb_2: ─╫──╫────────────────────╫──╫──╫─\n",
       "«       ║  ║                    ║  ║  ║ \n",
       "«qb_3: ─╫──╫────────────────────╫──╫──╫─\n",
       "«       ║  ║                    ║  ║  ║ \n",
       "«qb_4: ─╫──╫────────────────────╫──╫──╫─\n",
       "«       ║  ║                    ║  ║  ║ \n",
       "«c1_0: ═╬══╬════════════════════╬══╬══╩═\n",
       "«       ║  ║                    ║  ║    \n",
       "«c1_1: ═╬══╬════════════════════╬══╩════\n",
       "«       ║  ║                    ║       \n",
       "«c1_2: ═╬══╬════════════════════╩═══════\n",
       "«       ║  ║                            \n",
       "«c2_0: ═╬══╩════════════════════════════\n",
       "«       ║                               \n",
       "«c2_1: ═╩═══════════════════════════════\n",
       "«                                       \n",
       "«c2_2: ═════════════════════════════════\n",
       "«                                       \n",
       "«c2_3: ═════════════════════════════════\n",
       "«                                       \n",
       "«c2_4: ═════════════════════════════════\n",
       "«                                       </pre>"
      ],
      "text/plain": [
       "<qiskit.tools.visualization._text.TextDrawing at 0xa1c6da320>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Set line length to 80 for above circuit\n",
    "circuit.draw(output='text', line_length=80)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2018-09-29T00:18:03.374646Z",
     "start_time": "2018-09-29T00:18:03.105372Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1204x981.26 with 1 Axes>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Change the background color in mpl\n",
    "\n",
    "style = {'backgroundcolor': 'lightgreen'}\n",
    "\n",
    "circuit.draw(output='mpl', style=style)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 860x700.9 with 1 Axes>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Scale the mpl output to 1/2 the normal size\n",
    "circuit.draw(output='mpl', scale=0.5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=768x567 at 0xA21E75128>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Scale the latex output to 1/2 the normal size\n",
    "circuit.draw(output='latex', scale=0.5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "## Latex Source\n",
    "\n",
    "One additional option available with the latex output type is to return the raw LaTex source code instead of rendering an image for it. This enables easy integration in a seperate LaTex document. To use this you can just set the `output` kwarg to `'latex_source'`. You can also use the `filename` kwarg to write this output directly to a file (and still return the string) instead of returning just a string."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "% \\documentclass[preview]{standalone}\n",
      "% If the image is too large to fit on this documentclass use\n",
      "\\documentclass[draft]{beamer}\n",
      "% img_width = 16, img_depth = 17\n",
      "\\usepackage[size=custom,height=24,width=28,scale=0.7]{beamerposter}\n",
      "% instead and customize the height and width (in cm) to fit.\n",
      "% Large images may run out of memory quickly.\n",
      "% To fix this use the LuaLaTeX compiler, which dynamically\n",
      "% allocates memory.\n",
      "\\usepackage[braket, qm]{qcircuit}\n",
      "\\usepackage{amsmath}\n",
      "\\pdfmapfile{+sansmathaccent.map}\n",
      "% \\usepackage[landscape]{geometry}\n",
      "% Comment out the above line if using the beamer documentclass.\n",
      "\\begin{document}\n",
      "\\begin{equation*}\n",
      "    \\Qcircuit @C=0.5em @R=0.0em @!R {\n",
      "\t \t\\lstick{qa_{0}: \\ket{0}} & \\qw & \\qw \\barrier{7} & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\gate{H} & \\qw \\barrier[-1.15em]{2} & \\qw & \\qw & \\meter & \\qw & \\qw\\\\\n",
      "\t \t\\lstick{qa_{1}: \\ket{0}} & \\gate{X} & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\gate{H} & \\qw & \\qw & \\meter & \\qw & \\qw & \\qw\\\\\n",
      "\t \t\\lstick{qa_{2}: \\ket{0}} & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\gate{H} & \\qw & \\meter & \\qw & \\qw & \\qw & \\qw\\\\\n",
      "\t \t\\lstick{qb_{0}: \\ket{0}} & \\qw & \\qw & \\gate{H} & \\ctrl{1} & \\qw & \\qswap \\qwx[4] & \\qw \\barrier[-1.15em]{4} & \\qw & \\qw & \\qw & \\meter & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw\\\\\n",
      "\t \t\\lstick{qb_{1}: \\ket{0}} & \\gate{X} & \\qw & \\gate{H} & \\qswap & \\qw & \\qw & \\qw & \\qw & \\qw & \\meter & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw\\\\\n",
      "\t \t\\lstick{qb_{2}: \\ket{0}} & \\gate{X} & \\qw & \\gate{H} & \\qswap \\qwx[-1] & \\ctrl{1} & \\qw & \\qw & \\qw & \\meter & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw\\\\\n",
      "\t \t\\lstick{qb_{3}: \\ket{0}} & \\qw & \\qw & \\gate{H} & \\qw & \\qswap & \\ctrl{1} & \\qw & \\meter & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw\\\\\n",
      "\t \t\\lstick{qb_{4}: \\ket{0}} & \\gate{X} & \\qw & \\gate{H} & \\qw & \\qswap \\qwx[-1] & \\qswap & \\meter & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw & \\qw\\\\\n",
      "\t \t\\lstick{c1_{0}: 0} & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw \\cwx[-8] & \\cw & \\cw\\\\\n",
      "\t \t\\lstick{c1_{1}: 0} & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw \\cwx[-8] & \\cw & \\cw & \\cw\\\\\n",
      "\t \t\\lstick{c1_{2}: 0} & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw \\cwx[-8] & \\cw & \\cw & \\cw & \\cw\\\\\n",
      "\t \t\\lstick{c2_{0}: 0} & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw \\cwx[-8] & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw\\\\\n",
      "\t \t\\lstick{c2_{1}: 0} & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw \\cwx[-8] & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw\\\\\n",
      "\t \t\\lstick{c2_{2}: 0} & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw \\cwx[-8] & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw\\\\\n",
      "\t \t\\lstick{c2_{3}: 0} & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw \\cwx[-8] & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw\\\\\n",
      "\t \t\\lstick{c2_{4}: 0} & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw \\cwx[-8] & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw & \\cw\\\\\n",
      "\t }\n",
      "\\end{equation*}\n",
      "\n",
      "\\end{document}\n"
     ]
    }
   ],
   "source": [
    "# Print the latex source for the visualization\n",
    "print(circuit.draw(output='latex_source'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Save the latex source to a file\n",
    "circuit.draw(output='latex_source', filename='/tmp/circuit.tex');"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## circuit_drawer() as function\n",
    "\n",
    "If you have an application where you prefer to draw a circuit with a self contained function instead of as a method of a circuit object you can directly use the `circuit_drawer()` function, which is part of the public stable interface from `qiskit.tools.visualization`. The function behaves identically to the `circuit.draw()` method except that it takes in a circuit object as required argument.\n",
    "\n",
    "<div class=\"alert alert-block alert-info\">\n",
    "<b>Note:</b> In Qiskit Terra <b> <= 0.7 </b> the default behavior for the circuit_drawer() function is to use the <i>latex</i> output backend, and in <b>0.6.x</b> that includes a fallback to <i>mpl</i> if <i>latex</i> fails for any reason. But starting in releases <b> > 0.7 </b>the default changes to use the <i>text</i> output.\n",
    "</div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "from qiskit.tools.visualization import circuit_drawer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1023.4x981.26 with 1 Axes>"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "circuit_drawer(circuit, output='mpl', plot_barriers=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "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": "3.6.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}