{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# How to import and use pulses from the Q-CTRL Open Controls library\n",
    "**Use pulses from an open-source library in Boulder Opal calculations**\n",
    "\n",
    "Boulder Opal enables you to perform a variety of computations using custom control solutions.  In some cases it's useful to import known analytic solutions as benchmarks.  Q-CTRL provides a comprehensive library of control techniques from the open literature that may be imported from the Open Controls package"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In defining control solutions one may draw from the [Q-CTRL Open Controls](https://github.com/qctrl/open-controls) library, described in the [reference documentation](https://docs.q-ctrl.com/open-controls/references/qctrl-open-controls/qctrlopencontrols) in defining, for example, the $\\Omega(t)$ driven control term frequently employed in a calculation.  \n",
    "\n",
    "## Summary workflow\n",
    "\n",
    "### 1. Import Open Controls\n",
    "Use standard Python import functions to gain access to the Open Controls package via `qctrlopencontrols`:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import qctrlvisualizer as qv\n",
    "import qctrlopencontrols as oc\n",
    "import boulderopal as bo\n",
    "\n",
    "plt.style.use(qv.get_qctrl_style())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2. Define control objects linked to Open Controls definitions\n",
    "Following import we can define driven controls using library entries from the Open Controls package.  It is often convenient to employ schemes in Python for this purpose. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Define a few selected examples of driven control schemes\n",
    "schemes = {\n",
    "    name: {\"function\": function}\n",
    "    for name, function in [\n",
    "        (\"primitive\", oc.new_primitive_control),\n",
    "        (\"BB1\", oc.new_bb1_control),\n",
    "        (\"SK1\", oc.new_sk1_control),\n",
    "        (\"CORPSE\", oc.new_corpse_control),\n",
    "    ]\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3. Integrate control definitions into graphs\n",
    "\n",
    "Entries from Open Controls may be integrated into a graph-based calculation through definition of the piecewise-constant (PWC) pulses for the time-dependent control $\\Omega(t)$.  Simply reference the scheme element inside the graph calculation."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##  Example: Calculating the noise susceptibility of pulses from the Open Controls library.  \n",
    "\n",
    "In this example we will compare the composite $\\pi$ pulses imported from Open Controls and applied to a single qubit under amplitude and dephasing noise. The Hamiltonian of the quantum system is:\n",
    "\n",
    "\\begin{align*}\n",
    "H(t) = &\\frac{1+\\beta(t)}{2}\\Big( \\Omega(t) \\sigma_- + \\Omega^*(t) \\sigma_+ \\Big) + \\frac{\\eta(t)}{2} \\sigma_z\n",
    "\\end{align*}\n",
    "\n",
    "where $\\Omega(t)$ is a time-dependent Rabi rate, $\\beta(t)$ is a fractional time-dependent amplitude fluctuation process, $\\eta(t)$ is a small slowly-varying stochastic dephasing noise process, $\\sigma_\\pm = (\\sigma_x \\mp i \\sigma_y)/2$, and $\\sigma_k$ are the Pauli matrices.\n",
    "\n",
    "Comparing the variation in infidelity across a 2D grid of $(\\beta,\\eta)$ gives information about the robustness of the appropriate control to simultaneous quasi-static noise on the two channels."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Define control parameters\n",
    "total_rotation = np.pi  # Target rotation angle here is a \\pi pulse.\n",
    "omega_max = 2 * np.pi * 1e6  # rad/s, this is the maximum Rabi rate in the system.\n",
    "\n",
    "# Define coefficient arrays for the noise values.\n",
    "# We use a grid with 51 points for $\\beta\\in [-0.5,0.5]$\n",
    "# and 101 points for $\\eta\\in[-\\Omega_{\\mathrm{max}}, \\Omega_{\\mathrm{max}}]$.\n",
    "amplitude_coefficients = np.linspace(-0.5, 0.5, 51)\n",
    "dephasing_coefficients = np.linspace(-1.0, 1.0, 101) * omega_max\n",
    "\n",
    "\n",
    "def calculate_quasi_static_scan(pulse):\n",
    "    # Create graph\n",
    "    graph = bo.Graph()\n",
    "\n",
    "    # [51, 1, T] array with values of (1+β)Ω(t) on each segment and for each value of β\n",
    "    complex_rabi_rates_with_noise = (\n",
    "        (1 + amplitude_coefficients[:, None, None])\n",
    "        * pulse.rabi_rates\n",
    "        * np.exp(1j * pulse.azimuthal_angles)\n",
    "    )\n",
    "    # [51, 1] batch of PWC signals for (1+β)Ω(t)\n",
    "    # We specify time_dimension=2, as the PWC values array has two batching dimensions.\n",
    "    rabi_signal = graph.pwc(\n",
    "        values=complex_rabi_rates_with_noise,\n",
    "        durations=pulse.durations,\n",
    "        time_dimension=2,\n",
    "    )\n",
    "    # [51, 1] batch of 2×2 PWC operators for the coupling term, (1+β)[Ω(t)σ- + Ω*(t)σ+]/2\n",
    "    rabi_coupling_term = graph.hermitian_part(rabi_signal * graph.pauli_matrix(\"M\"))\n",
    "\n",
    "    # [1, 101] batch of 2×2 constant (with a single segment) PWC signals for η\n",
    "    dephasing_signal = graph.pwc(\n",
    "        values=dephasing_coefficients[None, :, None],\n",
    "        durations=np.array([pulse.duration]),\n",
    "        time_dimension=2,\n",
    "    )\n",
    "    # [1, 101] batch of 2×2 PWC operators for the dephasing drift term, η σz/2\n",
    "    dephasing_term = dephasing_signal * graph.pauli_matrix(\"Z\") / 2\n",
    "\n",
    "    # [51, 101] batch of 2×2 PWC operators for the total Hamiltonian,\n",
    "    # with each element in the batch represents a unique pair of (β, η) values\n",
    "    # (the [51, 1] and [1, 101] batches get broadcasted to [51, 101]).\n",
    "    hamiltonian = rabi_coupling_term + dephasing_term\n",
    "\n",
    "    # [51, 101] tensor with the infidelities\n",
    "    graph.infidelity_pwc(\n",
    "        hamiltonian=hamiltonian,\n",
    "        target=graph.target(graph.pauli_matrix(\"X\")),\n",
    "        name=\"infidelities\",\n",
    "    )\n",
    "\n",
    "    # Execute the graph\n",
    "    result = bo.execute_graph(graph=graph, output_node_names=\"infidelities\")\n",
    "\n",
    "    # Extract and return infidelities\n",
    "    return result[\"output\"][\"infidelities\"][\"value\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can now call the function for each Q-CTRL Open Controls scheme and extract the calculated infidelities.\n",
    "We also store the values for the noise coefficients in the quasi-static scan to plot them. For 2D scans, density plots can provide intuitive visualizations of the noise robustness. With the grid of infidelities extracted above, it is simple to create such plots using the Matplotlib library."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Obtaining infidelities for primitive scheme...\n",
      "Your task (action_id=\"1828440\") is queued.\n",
      "Your task (action_id=\"1828440\") has completed.\n",
      "\n",
      "Obtaining infidelities for BB1 scheme...\n",
      "Your task (action_id=\"1828441\") has completed.\n",
      "\n",
      "Obtaining infidelities for SK1 scheme...\n",
      "Your task (action_id=\"1828442\") has started.\n",
      "Your task (action_id=\"1828442\") has completed.\n",
      "\n",
      "Obtaining infidelities for CORPSE scheme...\n",
      "Your task (action_id=\"1828443\") has completed.\n"
     ]
    }
   ],
   "source": [
    "for scheme_name, scheme_objects in schemes.items():\n",
    "    # Define pulse objects using pulses from Q-CTRL Open Controls\n",
    "    pulse = scheme_objects[\"function\"](\n",
    "        rabi_rotation=total_rotation, azimuthal_angle=0.0, maximum_rabi_rate=omega_max\n",
    "    )\n",
    "\n",
    "    print(f\"\\nObtaining infidelities for {scheme_name} scheme...\")\n",
    "\n",
    "    # Create and execute the graph that calculates the infidelities\n",
    "    infidelities = calculate_quasi_static_scan(pulse)\n",
    "\n",
    "    # Save calculated infidelities\n",
    "    scheme_objects[\"infidelities\"] = infidelities\n",
    "\n",
    "    # Save relevant quantities for later use\n",
    "    scheme_objects[\"dephasing noise values\"] = dephasing_coefficients\n",
    "    scheme_objects[\"drive noise values\"] = amplitude_coefficients"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 720x288 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x288 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x288 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x288 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for scheme_name, scheme_objects in schemes.items():\n",
    "    fig = plt.figure(figsize=(10, 4))\n",
    "\n",
    "    contours = plt.contour(\n",
    "        scheme_objects[\"dephasing noise values\"] / omega_max,\n",
    "        scheme_objects[\"drive noise values\"],\n",
    "        scheme_objects[\"infidelities\"],\n",
    "        levels=[0.001, 0.01, 0.1, 0.5],\n",
    "        colors=\"#680CEA\",\n",
    "    )\n",
    "    plt.clabel(contours, inline=True)\n",
    "\n",
    "    plt.imshow(\n",
    "        scheme_objects[\"infidelities\"],\n",
    "        extent=[\n",
    "            np.min(dephasing_coefficients) / omega_max,\n",
    "            np.max(dephasing_coefficients) / omega_max,\n",
    "            np.min(amplitude_coefficients),\n",
    "            np.max(amplitude_coefficients),\n",
    "        ],\n",
    "        origin=\"lower\",\n",
    "        cmap=plt.colormaps[\"gray\"].reversed(),\n",
    "        vmin=0,\n",
    "        vmax=1,\n",
    "    )\n",
    "\n",
    "    cbar = plt.colorbar(pad=0.08)\n",
    "    cbar.set_label(\"Pulse infidelity\", labelpad=-50)\n",
    "    fig.suptitle(f\"Noise susceptibility of {scheme_name} pulse\")\n",
    "    plt.ylabel(r\"Amplitude coefficient $\\beta$\")\n",
    "    plt.xlabel(r\"Relative dephasing coefficient $\\eta/\\Omega_\\mathrm{max}$\")\n",
    "    plt.show()"
   ]
  }
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