finesse-simulation-O4/main.ipynb

{
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   "cell_type": "markdown",
   "id": "a6ba3eb0-8f27-4ebd-b407-3f25f449c6bf",
   "metadata": {},
   "source": [
    "# Imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "bd9299aa-a531-468c-b04b-798b06315f41",
   "metadata": {},
   "outputs": [],
   "source": [
    "# pyright: reportUnknownArgumentType=false, reportCallIssue=false, reportAttributeAccessIssue=false, reportOptionalSubscript=false, reportArgumentType=false\n",
    "from rich.console import Console\n",
    "from rich.table import Table\n",
    "from rich.theme import Theme\n",
    "\n",
    "from finesse.model import Model\n",
    "from finesse.analysis.actions.axes import Noxaxis, Xaxis\n",
    "from finesse.solutions import SeriesSolution\n",
    "from finesse.analysis.actions import (\n",
    "    TemporaryParameters,\n",
    "    Change,\n",
    "    Maximize,\n",
    "    Minimize,\n",
    "    Series,\n",
    "    FrequencyResponse,\n",
    ")\n",
    "from finesse.components import Mirror, SignalGenerator\n",
    "from finesse.detectors import QuantumNoiseDetector\n",
    "from finesse.components.readout import ReadoutDC\n",
    "from finesse.exceptions import ModelMissingAttributeError\n",
    "\n",
    "from pathlib import Path\n",
    "from typing import NamedTuple\n",
    "import re\n",
    "\n",
    "from matplotlib.axes import Axes\n",
    "from matplotlib.pyplot import figure, show\n",
    "\n",
    "\n",
    "from numpy import linspace, geomspace, pi, angle, where, diff, mean, loadtxt, load, sqrt, array, save\n",
    "from scipy.io.matlab import loadmat\n",
    "\n",
    "from science_signal import Signal"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "4c038d40-1d01-49cb-9182-a9a0e94d0d40",
   "metadata": {},
   "outputs": [],
   "source": [
    "from gettext import install\n",
    "from logging import getLogger"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "5d4f2612-c5ea-4b21-a326-7074022966bc",
   "metadata": {},
   "outputs": [],
   "source": [
    "install(__name__)\n",
    "logger = getLogger(__name__)\n",
    "theme = Theme(\n",
    "    {\n",
    "        \"strong\": \"cyan underline\",\n",
    "        \"result\": \"red bold\",\n",
    "    }\n",
    ")\n",
    "console = Console(theme=theme)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eb7d2340-c817-4309-9599-6d58070ff4ab",
   "metadata": {},
   "source": [
    "## Paramètres généraux"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "8fc23eea-145e-4641-93e9-6f8989edca96",
   "metadata": {},
   "outputs": [],
   "source": [
    "C_POWER = 25  # en Whatt\n",
    "C_DARK_FRINGE = 8e-3  # en Whatt"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3052aa2b-350e-4eb3-b31c-a4204ab84dac",
   "metadata": {},
   "source": [
    "## Modèle simplifié de Virgo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d32480d0-8525-478a-9af5-b1a1c8b30f1d",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/demagny/codes/python/finesse/finesse-simulation-04/.venv/lib/python3.13/site-packages/pygraphviz/agraph.py:1403: RuntimeWarning: Warning: Illegal value sgd for attribute \"mode\" in graph  - ignored\n",
      "\n",
      "  warnings.warn(b\"\".join(errors).decode(self.encoding), RuntimeWarning)\n"
     ]
    },
    {
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   "source": [
    "%matplotlib ipympl\n",
    "model_file = Path(\"model.kat\")\n",
    "model = Model()\n",
    "model.phase_config(zero_k00=False, zero_tem00_gouy=True)\n",
    "model.modes(modes=\"off\")  # pyright: ignore[reportUnusedCallResult]\n",
    "model.parse(model_file.read_text())\n",
    "model.lambda0 = model.get(\"wavelength\")\n",
    "model.laser.P = C_POWER\n",
    "model.plot_graph()  # pyright: ignore[reportUnusedCallResult]\n",
    "show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "ece612c6-9204-4a20-af84-75cedc32fc46",
   "metadata": {},
   "outputs": [],
   "source": [
    "try:\n",
    "    model.get(\"B1\")\n",
    "    logger.info(\"B1 already exists\")\n",
    "except ModelMissingAttributeError:\n",
    "    model.add(\n",
    "        ReadoutDC(\n",
    "            \"B1\",\n",
    "            output_detectors=True,\n",
    "            optical_node=model.SDB1.p2.o,\n",
    "        )\n",
    "    )\n",
    "    logger.info(\"Adding B1 to the model\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "b742cd14-2149-437b-9194-249cf40849b1",
   "metadata": {},
   "outputs": [],
   "source": [
    "result = model.run(\n",
    "    TemporaryParameters(\n",
    "        Series(\n",
    "            Change(\n",
    "                {\n",
    "                    \"SR.misaligned\": True,\n",
    "                    \"PR.misaligned\": True,\n",
    "                }\n",
    "            ),\n",
    "            Maximize(\n",
    "                model.get(\"NE_p1\"),\n",
    "                model.get(\"NORTH_ARM.DC\"),\n",
    "                bounds=[-180, 180],\n",
    "                tol=1e-14,\n",
    "            ),\n",
    "            Maximize(\n",
    "                model.get(\"WE_p1\"),\n",
    "                model.get(\"WEST_ARM.DC\"),\n",
    "                bounds=[-180, 180],\n",
    "                tol=1e-14,\n",
    "            ),\n",
    "            Minimize(\n",
    "                model.get(\"SR_p2\"), model.get(\"MICH.DC\"), bounds=[-180, 180], tol=1e-14\n",
    "            ),\n",
    "            Change(\n",
    "                {\n",
    "                    \"PR.misaligned\": False,\n",
    "                }\n",
    "            ),\n",
    "            Maximize(\n",
    "                model.get(\"PR_p2\"), model.get(\"PRCL.DC\"), bounds=[-180, 180], tol=1e-14\n",
    "            ),\n",
    "            Change(\n",
    "                {\n",
    "                    \"SR.misaligned\": False,\n",
    "                }\n",
    "            ),\n",
    "            Maximize(\n",
    "                model.get(\"B1_DC\"), model.get(\"SRCL.DC\"), bounds=[-180, 180], tol=1e-14\n",
    "            ),\n",
    "            Change(\n",
    "                {\n",
    "                    \"SRCL.DC\": -90,\n",
    "                },\n",
    "                relative=True,\n",
    "            ),\n",
    "        ),\n",
    "        exclude=[\n",
    "            \"NE.phi\",\n",
    "            \"NI.phi\",\n",
    "            \"WE.phi\",\n",
    "            \"WI.phi\",\n",
    "            \"SR.phi\",\n",
    "            \"PR.phi\",\n",
    "            \"NORTH_ARM.DC\",\n",
    "            \"WEST_ARM.DC\",\n",
    "            \"DARM.DC\",\n",
    "            \"MICH.DC\",\n",
    "            \"PRCL.DC\",\n",
    "            \"SRCL.DC\",\n",
    "            \"SR.misaligned\",\n",
    "        ],\n",
    "    ),\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "fbc0d68f-9b01-4d52-866c-18d49aedff32",
   "metadata": {},
   "outputs": [
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",
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       "\n",
       "            <div style=\"display: inline-block;\">\n",
       "                <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
       "                    Figure\n",
       "                </div>\n",
       "                <img 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' width=1300.0/>\n",
       "            </div>\n",
       "        "
      ],
      "text/plain": [
       "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">Degré de liberté <span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">0.00164794921875</span> trouvé en <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold; text-decoration: underline\">14</span><span style=\"color: #008080; text-decoration-color: #008080; text-decoration: underline\"> pas</span> pour avoir une puissance de <span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">0.007914176860517742</span><span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\"> W</span> sur B1\n",
       "</pre>\n"
      ],
      "text/plain": [
       "Degré de liberté \u001b[1;31m0.00164794921875\u001b[0m trouvé en \u001b[1;4;36m14\u001b[0m\u001b[4;36m pas\u001b[0m pour avoir une puissance de \u001b[1;31m0.007914176860517742\u001b[0m\u001b[1;31m W\u001b[0m sur B1\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def compute_solutions(\n",
    "    model: Model, DOF: str, padding: float, nb: int = 10000\n",
    ") -> SeriesSolution:\n",
    "    return model.run(\n",
    "        Xaxis(\n",
    "            model.get(DOF).DC,\n",
    "            \"lin\",\n",
    "            model.get(DOF).DC - padding,\n",
    "            model.get(DOF).DC + padding,\n",
    "            nb,\n",
    "        )\n",
    "    )\n",
    "\n",
    "\n",
    "def display_ax(\n",
    "    ax: Axes,\n",
    "    solution: SeriesSolution,\n",
    "    model: Model,\n",
    "    DOF: str,\n",
    "    padding: float,\n",
    "    nb: int = 10000,\n",
    ") -> Axes:\n",
    "    x = linspace(model.get(DOF).DC - padding, model.get(DOF).DC + padding, nb + 1)\n",
    "    _ = ax.semilogy(x, solution[\"SR_p2\"], label=\"dark fringe\")\n",
    "    _ = ax.semilogy(x, solution[\"NE_p1\"], label=\"north cavity\")\n",
    "    _ = ax.semilogy(x, solution[\"WE_p1\"], label=\"west cavity\")\n",
    "    _ = ax.vlines(\n",
    "        [model.get(DOF).DC],\n",
    "        min(solution[\"SR_p2\"]),\n",
    "        max(solution[\"NE_p1\"]),\n",
    "        colors=\"red\",\n",
    "    )\n",
    "    _ = ax.set_ylabel(\"power (W)\")\n",
    "    ax.grid()\n",
    "    _ = ax.legend()\n",
    "    return ax\n",
    "\n",
    "\n",
    "class DisplayData(NamedTuple):\n",
    "    DOF: str\n",
    "    padding: float\n",
    "\n",
    "\n",
    "data: list[DisplayData] = [\n",
    "    DisplayData(\"NORTH_ARM\", 10),\n",
    "    DisplayData(\"WEST_ARM\", 10),\n",
    "    DisplayData(\"PRCL\", 10),\n",
    "    DisplayData(\"MICH\", 10),\n",
    "    DisplayData(\"DARM\", 10),\n",
    "    DisplayData(\"CARM\", 10),\n",
    "]\n",
    "\n",
    "Figure = figure(figsize=(13, 10))\n",
    "nb = int(1e4)\n",
    "\n",
    "for i in range(len(data)):\n",
    "    element: DisplayData = data[i]\n",
    "    ax = Figure.add_subplot(3, 2, i + 1)\n",
    "    solution = compute_solutions(model, element.DOF, element.padding, nb)\n",
    "    _ = display_ax(ax, solution, model, element.DOF, element.padding, nb).set_xlabel(\n",
    "        \"{} value\".format(element.DOF)\n",
    "    )\n",
    "show()\n",
    "\n",
    "solution = model.run(Noxaxis())\n",
    "result = solution[\"B1_DC\"]\n",
    "start, stop, nb = 0, 1, 0\n",
    "while (abs(result - C_DARK_FRINGE) > 1e-4) and (nb < 100):\n",
    "    nb += 1\n",
    "    temp = start + (stop - start) / 2\n",
    "\n",
    "    model.DARM.DC = temp\n",
    "    solution = model.run(Noxaxis())\n",
    "    result = solution[\"B1_DC\"]\n",
    "    if result > C_DARK_FRINGE:\n",
    "        stop = temp\n",
    "    else:\n",
    "        start = temp\n",
    "console.print(\n",
    "    \"Degré de liberté [result]{dof}[/result] trouvé en [strong]{nb} pas[/strong] pour avoir une puissance de [result]{result} W[/result] sur B1\".format(\n",
    "        nb=nb, dof=model.DARM.DC, result=result\n",
    "    )\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "66c9be03-cedc-4d07-acbd-3269f3143cd4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-style: italic\">             Puissances dans l'interferomètre              </span>\n",
       "┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┓\n",
       "┃<span style=\"font-weight: bold\"> position                         </span>┃<span style=\"font-weight: bold\"> puissance (W)        </span>┃\n",
       "┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━┩\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Injection                        </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 25.0                 </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> PR                               </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 3.5170290886624462   </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> cavité de recyclage de puissance </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 964.4848027884494    </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> cavité ouest                     </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 135149.08955077862   </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> cavité nord                      </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 133050.4589467552    </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> frange noire                     </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 0.007915300832119847 </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> SNEB                             </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 0.5971887081919476   </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> SWEB                             </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 0.5810707836915688   </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> SDB1                             </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 0.007914184774702517 </span>│\n",
       "└──────────────────────────────────┴──────────────────────┘\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[3m             Puissances dans l'interferomètre              \u001b[0m\n",
       "┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┓\n",
       "┃\u001b[1m \u001b[0m\u001b[1mposition                        \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mpuissance (W)       \u001b[0m\u001b[1m \u001b[0m┃\n",
       "┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━┩\n",
       "│\u001b[37m \u001b[0m\u001b[37mInjection                       \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m25.0                \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mPR                              \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m3.5170290886624462  \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mcavité de recyclage de puissance\u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m964.4848027884494   \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mcavité ouest                    \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m135149.08955077862  \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mcavité nord                     \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m133050.4589467552   \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mfrange noire                    \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m0.007915300832119847\u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mSNEB                            \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m0.5971887081919476  \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mSWEB                            \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m0.5810707836915688  \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mSDB1                            \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m0.007914184774702517\u001b[0m\u001b[36m \u001b[0m│\n",
       "└──────────────────────────────────┴──────────────────────┘\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-style: italic\">       DOF dans l'interferomètre        </span>\n",
       "┏━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
       "┃<span style=\"font-weight: bold\"> nom        </span>┃<span style=\"font-weight: bold\"> valeur                  </span>┃\n",
       "┡━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Bras nord  </span>│<span style=\"color: #800080; text-decoration-color: #800080\"> 6.592588499188424e-06   </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Bras ouest </span>│<span style=\"color: #800080; text-decoration-color: #800080\"> -5.8479547500610346e-05 </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> PR         </span>│<span style=\"color: #800080; text-decoration-color: #800080\"> -44.946681098699614     </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> SR         </span>│<span style=\"color: #800080; text-decoration-color: #800080\"> -135.09400848257525     </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> MICH       </span>│<span style=\"color: #800080; text-decoration-color: #800080\"> -89.79029219055182      </span>│\n",
       "└────────────┴─────────────────────────┘\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[3m       DOF dans l'interferomètre        \u001b[0m\n",
       "┏━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
       "┃\u001b[1m \u001b[0m\u001b[1mnom       \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mvaleur                 \u001b[0m\u001b[1m \u001b[0m┃\n",
       "┡━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
       "│\u001b[37m \u001b[0m\u001b[37mBras nord \u001b[0m\u001b[37m \u001b[0m│\u001b[35m \u001b[0m\u001b[35m6.592588499188424e-06  \u001b[0m\u001b[35m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mBras ouest\u001b[0m\u001b[37m \u001b[0m│\u001b[35m \u001b[0m\u001b[35m-5.8479547500610346e-05\u001b[0m\u001b[35m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mPR        \u001b[0m\u001b[37m \u001b[0m│\u001b[35m \u001b[0m\u001b[35m-44.946681098699614    \u001b[0m\u001b[35m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mSR        \u001b[0m\u001b[37m \u001b[0m│\u001b[35m \u001b[0m\u001b[35m-135.09400848257525    \u001b[0m\u001b[35m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mMICH      \u001b[0m\u001b[37m \u001b[0m│\u001b[35m \u001b[0m\u001b[35m-89.79029219055182     \u001b[0m\u001b[35m \u001b[0m│\n",
       "└────────────┴─────────────────────────┘\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
       "┃<span style=\"font-weight: bold\"> nom                   </span>┃<span style=\"font-weight: bold\"> valeur                          </span>┃\n",
       "┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> FSR                   </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 49968.74091606107               </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Loss                  </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 0.013848722846499961            </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Finesse               </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 450.5516190359727               </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> FWHM                  </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 110.90569605093683              </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Storage time          </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 0.0028700950223295757           </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Pole                  </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 55.45284802546841               </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Round trip length     </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> 5999.6                          </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Waist size            </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> [0.00968668 0.00968668]         </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Waist position        </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> [-1363.71492094 -1363.71492094] </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Stability (m-factor)  </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> [0.7409226 0.7409226]           </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Stability (g-factor)  </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> [0.8704613 0.8704613]           </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Round trip gouy phase </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> [317.81006617 317.81006617]     </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Mode separation       </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> [5856.04964666 5856.04964666]   </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Resolution            </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> [52.80206387 52.80206387]       </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Stable                </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> True                            </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> Critically stable     </span>│<span style=\"color: #008080; text-decoration-color: #008080\"> False                           </span>│\n",
       "└───────────────────────┴─────────────────────────────────┘\n",
       "</pre>\n"
      ],
      "text/plain": [
       "┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
       "┃\u001b[1m \u001b[0m\u001b[1mnom                  \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1mvaleur                         \u001b[0m\u001b[1m \u001b[0m┃\n",
       "┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
       "│\u001b[37m \u001b[0m\u001b[37mFSR                  \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m49968.74091606107              \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mLoss                 \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m0.013848722846499961           \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mFinesse              \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m450.5516190359727              \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mFWHM                 \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m110.90569605093683             \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mStorage time         \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m0.0028700950223295757          \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mPole                 \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m55.45284802546841              \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mRound trip length    \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m5999.6                         \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mWaist size           \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m[0.00968668 0.00968668]        \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mWaist position       \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m[-1363.71492094 -1363.71492094]\u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mStability (m-factor) \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m[0.7409226 0.7409226]          \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mStability (g-factor) \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m[0.8704613 0.8704613]          \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mRound trip gouy phase\u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m[317.81006617 317.81006617]    \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mMode separation      \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m[5856.04964666 5856.04964666]  \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mResolution           \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36m[52.80206387 52.80206387]      \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mStable               \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36mTrue                           \u001b[0m\u001b[36m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mCritically stable    \u001b[0m\u001b[37m \u001b[0m│\u001b[36m \u001b[0m\u001b[36mFalse                          \u001b[0m\u001b[36m \u001b[0m│\n",
       "└───────────────────────┴─────────────────────────────────┘\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "solution = model.run(Noxaxis())\n",
    "console = Console()\n",
    "table = Table(title=\"Puissances dans l'interferomètre\")\n",
    "table.add_column(\"position\", justify=\"left\", style=\"white\")\n",
    "table.add_column(\"puissance (W)\", justify=\"left\", style=\"cyan\")\n",
    "\n",
    "table.add_row(\"Injection\", str(model.get(\"laser\").P.eval()))\n",
    "table.add_row(\"PR\", str(solution[\"PR_p1\"]))\n",
    "table.add_row(\"cavité de recyclage de puissance\", str(solution[\"PR_p2\"]))\n",
    "table.add_row(\"cavité ouest\", str(solution[\"WE_p1\"]))\n",
    "table.add_row(\"cavité nord\", str(solution[\"NE_p1\"]))\n",
    "table.add_row(\"frange noire\", str(solution[\"SR_p2\"]))\n",
    "table.add_row(\"SNEB\", str(solution[\"SNEB_DC\"]))\n",
    "table.add_row(\"SWEB\", str(solution[\"SWEB_DC\"]))\n",
    "table.add_row(\"SDB1\", str(solution[\"SDB1_DC\"]))\n",
    "\n",
    "console.print(table)\n",
    "\n",
    "table = Table(title=\"DOF dans l'interferomètre\")\n",
    "table.add_column(\"nom\", justify=\"left\", style=\"white\")\n",
    "table.add_column(\"valeur\", justify=\"left\", style=\"magenta\")\n",
    "\n",
    "table.add_row(\"Bras nord\", str(model.get(\"NORTH_ARM.DC\")))\n",
    "table.add_row(\"Bras ouest\", str(model.get(\"WEST_ARM.DC\")))\n",
    "table.add_row(\"PR\", str(model.get(\"PRCL.DC\")))\n",
    "table.add_row(\"SR\", str(model.get(\"SRCL.DC\")))\n",
    "table.add_row(\"MICH\", str(model.get(\"MICH.DC\")))\n",
    "\n",
    "console.print(table)\n",
    "\n",
    "console = Console(theme=theme)\n",
    "table = Table(title=\"\")\n",
    "table.add_column(\"nom\", justify=\"left\", style=\"white\")\n",
    "table.add_column(\"valeur\", justify=\"left\", style=\"cyan\")\n",
    "for i in range(1, model.west_arm.info_parameter_table().table.shape[0]):\n",
    "    table.add_row(\n",
    "        str(model.west_arm.info_parameter_table().table[i, 0]),\n",
    "        str(model.west_arm.info_parameter_table().table[i, 1]),\n",
    "    )\n",
    "console.print(table)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "7fde067a-52b7-4798-8bd6-0890e27f33e2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b94165a99f224d968585a552b3dba6f4",
       "version_major": 2,
       "version_minor": 0
      },
      "image/png": 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",
      "text/html": [
       "\n",
       "            <div style=\"display: inline-block;\">\n",
       "                <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
       "                    Figure\n",
       "                </div>\n",
       "                <img 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' width=1400.0/>\n",
       "            </div>\n",
       "        "
      ],
      "text/plain": [
       "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">Le <span style=\"color: #008080; text-decoration-color: #008080; text-decoration: underline\">pôle</span> de la fonction de transfert <span style=\"color: #008080; text-decoration-color: #008080; text-decoration: underline\">DARM</span> est à <span style=\"color: #800000; text-decoration-color: #800000; font-weight: bold\">445.2</span> Hz\n",
       "</pre>\n"
      ],
      "text/plain": [
       "Le \u001b[4;36mpôle\u001b[0m de la fonction de transfert \u001b[4;36mDARM\u001b[0m est à \u001b[1;31m445.2\u001b[0m Hz\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-style: italic\">             Position des différents miroirs              </span>\n",
       "┏━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
       "┃<span style=\"font-weight: bold\"> miroir </span>┃<span style=\"font-weight: bold\"> offset (°)          </span>┃<span style=\"font-weight: bold\"> offset (m)              </span>┃\n",
       "┡━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> NE     </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 44.894328713255035  </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 2.653753652827965e-07   </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> NE_AR  </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 44.894328713255035  </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 2.653753652827965e-07   </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> NI     </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 44.89514609527591   </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 2.6538019691874205e-07  </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> NI_AR  </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 44.89514609527591   </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> 2.6538019691874205e-07  </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> WE     </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -44.894380600214035 </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -2.653756719923763e-07  </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> WE_AR  </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -44.894380600214035 </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -2.653756719923763e-07  </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> WI     </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -44.89514609527591  </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -2.6538019691874205e-07 </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> WI_AR  </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -44.89514609527591  </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -2.6538019691874205e-07 </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> PR     </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -44.946681098699614 </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -2.656848260500911e-07  </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> PR_AR  </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -44.946681098699614 </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -2.656848260500911e-07  </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> SR     </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -135.09400848257525 </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -7.985556945858894e-07  </span>│\n",
       "│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> SR_AR  </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -135.09400848257525 </span>│<span style=\"color: #c0c0c0; text-decoration-color: #c0c0c0\"> -7.985556945858894e-07  </span>│\n",
       "└────────┴─────────────────────┴─────────────────────────┘\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[3m             Position des différents miroirs              \u001b[0m\n",
       "┏━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
       "┃\u001b[1m \u001b[0m\u001b[1mmiroir\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1moffset (°)         \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1moffset (m)             \u001b[0m\u001b[1m \u001b[0m┃\n",
       "┡━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
       "│\u001b[37m \u001b[0m\u001b[37mNE    \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m44.894328713255035 \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m2.653753652827965e-07  \u001b[0m\u001b[37m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mNE_AR \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m44.894328713255035 \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m2.653753652827965e-07  \u001b[0m\u001b[37m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mNI    \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m44.89514609527591  \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m2.6538019691874205e-07 \u001b[0m\u001b[37m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mNI_AR \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m44.89514609527591  \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m2.6538019691874205e-07 \u001b[0m\u001b[37m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mWE    \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-44.894380600214035\u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-2.653756719923763e-07 \u001b[0m\u001b[37m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mWE_AR \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-44.894380600214035\u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-2.653756719923763e-07 \u001b[0m\u001b[37m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mWI    \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-44.89514609527591 \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-2.6538019691874205e-07\u001b[0m\u001b[37m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mWI_AR \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-44.89514609527591 \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-2.6538019691874205e-07\u001b[0m\u001b[37m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mPR    \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-44.946681098699614\u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-2.656848260500911e-07 \u001b[0m\u001b[37m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mPR_AR \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-44.946681098699614\u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-2.656848260500911e-07 \u001b[0m\u001b[37m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mSR    \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-135.09400848257525\u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-7.985556945858894e-07 \u001b[0m\u001b[37m \u001b[0m│\n",
       "│\u001b[37m \u001b[0m\u001b[37mSR_AR \u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-135.09400848257525\u001b[0m\u001b[37m \u001b[0m│\u001b[37m \u001b[0m\u001b[37m-7.985556945858894e-07 \u001b[0m\u001b[37m \u001b[0m│\n",
       "└────────┴─────────────────────┴─────────────────────────┘\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-weight: bold\">&lt;</span><span style=\"color: #ff00ff; text-decoration-color: #ff00ff; font-weight: bold\">SignalNode</span><span style=\"color: #000000; text-decoration-color: #000000\"> B1.DC.o @ </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0x74285c99f5f0</span><span style=\"font-weight: bold\">&gt;</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1m<\u001b[0m\u001b[1;95mSignalNode\u001b[0m\u001b[39m B1.DC.o @ \u001b[0m\u001b[1;36m0x74285c99f5f0\u001b[0m\u001b[1m>\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def get_QNLS(\n",
    "    model: Model, start: int = 5, stop: int = 1000, nb: int = 100\n",
    ") -> SeriesSolution:\n",
    "    new_model = model.deepcopy()\n",
    "    new_model.fsig.f = 1\n",
    "    new_model.add(SignalGenerator(\"darmx\", new_model.space_NI_NE.h, 1, 0))\n",
    "    new_model.add(SignalGenerator(\"darmy\", new_model.space_WI_WE.h, 1, 180))\n",
    "    new_model.add(QuantumNoiseDetector(\"NSR_with_RP\", new_model.SR.p2.o, True))\n",
    "    return new_model.run(Xaxis(new_model.get(\"fsig.f\"), \"log\", start, stop, nb))\n",
    "\n",
    "\n",
    "model._settings.phase_config.zero_k00 = False\n",
    "\n",
    "solution = get_QNLS(model, 5, 5000, 10000)\n",
    "\n",
    "\n",
    "def dumb_parse(value: str = \"\"):\n",
    "    regex = re.compile(\"\\\\((\\\\d+\\\\.\\\\d+e[+-]\\\\d{2})([+-]\\\\d+\\\\.\\\\d+e[+-]\\\\d{2})j\\\\)\")\n",
    "    result = re.search(regex, value)\n",
    "    if result:\n",
    "        return float(result.groups()[0]) + 1j * float(result.groups()[1])\n",
    "    raise Exception(value)\n",
    "\n",
    "\n",
    "QNLS = load(\"sensitivities/finesse-virgo.npy\")\n",
    "current_O4_sensitivity_ASD = loadtxt(\"sensitivities/O4_nominal_reference.txt\")\n",
    "\n",
    "Figure = figure(figsize=(14, 5))\n",
    "_ = Figure.gca().loglog(\n",
    "    solution.x1, abs(solution[\"NSR_with_RP\"]), label=\"this lock process\"\n",
    ")\n",
    "_ = Figure.gca().loglog(\n",
    "    QNLS[0],\n",
    "    QNLS[1],\n",
    "    label=\"packaged lock process\",\n",
    ")\n",
    "_ = Figure.gca().loglog(\n",
    "    current_O4_sensitivity_ASD[0],\n",
    "    abs(current_O4_sensitivity_ASD[1]),\n",
    "    label=\"current nominal sensitivity during O4\",\n",
    ")\n",
    "_ = Figure.gca().legend()\n",
    "Figure.gca().grid(True, \"both\", \"both\")\n",
    "show()\n",
    "\n",
    "solution = model.run(FrequencyResponse(geomspace(5, 10000, 1000), [\"DARM\"], [\"B1.DC\"]))\n",
    "maximum_amplitude_step: float = max(abs(diff(angle(solution[\"B1.DC\", \"DARM\"]))))\n",
    "pole_index = round(\n",
    "    mean(\n",
    "        where(\n",
    "            abs(angle(solution[\"B1.DC\", \"DARM\"]) + pi / 4) < maximum_amplitude_step * 2\n",
    "        )\n",
    "    )\n",
    ")  # find the index where the curve is the closest to -45°\n",
    "console.print(\n",
    "    \"Le [strong]pôle[/strong] de la fonction de transfert [strong]DARM[/strong] est à [result]{:.1f}[/result] Hz\".format(\n",
    "        solution.f[pole_index]\n",
    "    )\n",
    ")\n",
    "\n",
    "table = Table(title=\"Position des différents miroirs\")\n",
    "table.add_column(\"miroir\", justify=\"left\", style=\"white\")\n",
    "table.add_column(\"offset (°)\", justify=\"left\", style=\"white\")\n",
    "table.add_column(\"offset (m)\", justify=\"left\", style=\"white\")\n",
    "\n",
    "for name in [\n",
    "    \"NE\",\n",
    "    \"NE_AR\",\n",
    "    \"NI\",\n",
    "    \"NI_AR\",\n",
    "    \"WE\",\n",
    "    \"WE_AR\",\n",
    "    \"WI\",\n",
    "    \"WI_AR\",\n",
    "    \"PR\",\n",
    "    \"PR_AR\",\n",
    "    \"SR\",\n",
    "    \"SR_AR\",\n",
    "]:\n",
    "    element: Mirror = model.get(name)\n",
    "    table.add_row(\n",
    "        str(element.name),\n",
    "        str(element.phi.eval()),\n",
    "        str(element.phi.eval() * model.lambda0 / 180),\n",
    "    )\n",
    "\n",
    "console.print(table)\n",
    "console.print(model.B1.DC.o)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fd5ff122-8d97-43f2-982a-084ee984b827",
   "metadata": {},
   "source": [
    "## Comparaison avec Optickle"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "fd3b1078-0fd6-4e1b-9e55-b231d9464bdf",
   "metadata": {},
   "outputs": [],
   "source": [
    "model.SNEB.phi = model.NE.phi - 45\n",
    "model.SWEB.phi = model.WE.phi - 45\n",
    "model.SDB1.phi = model.SR.phi + 45\n",
    "\n",
    "B1_detector = \"B1.I\"\n",
    "\n",
    "quad_tf: dict[str, SeriesSolution] = dict()\n",
    "in_tf: dict[str, SeriesSolution] = dict()\n",
    "\n",
    "for bench_name in [\"SNEB\", \"SWEB\", \"SDB1\"]:\n",
    "    quad_tf[bench_name] = model.run(\n",
    "        FrequencyResponse(\n",
    "            geomspace(5, 10000, 1000), [\"{}_z\".format(bench_name)], [B1_detector]\n",
    "        )\n",
    "    )\n",
    "\n",
    "quad_tf[\"DARM\"] = model.run(\n",
    "    FrequencyResponse(geomspace(5, 10000, 1000), [\"DARM\"], [B1_detector])\n",
    ")\n",
    "\n",
    "model.SNEB.phi = model.NE.phi\n",
    "model.SWEB.phi = model.WE.phi\n",
    "model.SDB1.phi = model.SR.phi\n",
    "\n",
    "for bench_name in [\"SNEB\", \"SWEB\", \"SDB1\"]:\n",
    "    in_tf[bench_name] = model.run(\n",
    "        FrequencyResponse(\n",
    "            geomspace(5, 10000, 1000), [\"{}_z\".format(bench_name)], [B1_detector]\n",
    "        )\n",
    "    )\n",
    "\n",
    "in_tf[\"DARM\"] = model.run(\n",
    "    FrequencyResponse(geomspace(5, 10000, 1000), [\"DARM\"], [B1_detector])\n",
    ")\n",
    "\n",
    "modelisation_file = Path(\"optickle.mat\")\n",
    "\n",
    "modelisation_data = loadmat(modelisation_file)\n",
    "coupling_data: dict[str, list[Signal]] = dict()\n",
    "old_couplings = [\"SNEB\", \"SWEB\", \"SDB1\"]\n",
    "for coupling in old_couplings:\n",
    "    coupling_data[coupling] = [\n",
    "        Signal(\n",
    "            modelisation_data[\"freq\"][0],\n",
    "            abs(values),\n",
    "        )\n",
    "        for values in modelisation_data[\"{}coupling\".format(coupling)]\n",
    "    ]\n",
    "DARMcoupling = Signal(\n",
    "    modelisation_data[\"freq\"][0],\n",
    "    modelisation_data[\"DARMmat\"][0],\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "be43f8b2-eddf-4dfc-a342-a54017b571f6",
   "metadata": {},
   "source": [
    "### En fonction de la phase"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "61c3d4e0-b8bc-48e0-83cd-5675c62feba1",
   "metadata": {},
   "outputs": [],
   "source": [
    "Figure = figure(figsize=(7, 5))\n",
    "ax = Figure.gca()\n",
    "_ = ax.loglog(\n",
    "    quad_tf[\"DARM\"].f, abs(quad_tf[\"DARM\"][B1_detector, \"DARM\"]), label=\"Finesse\"\n",
    ")\n",
    "_ = ax.loglog(DARMcoupling.x, abs(DARMcoupling.y), label=\"Optickle\")\n",
    "_ = ax.set_ylabel(\"$\\\\frac{W}{\\\\sqrt{Hz}}$\")\n",
    "_ = ax.set_xlabel(\"Frequencies (Hz)\")\n",
    "_ = ax.set_title(\"Transfer function module comparison for DARM\")\n",
    "_ = ax.legend()\n",
    "ax.grid(True, \"both\", \"both\")\n",
    "\n",
    "Figure = figure(figsize=(7, 5))\n",
    "ax = Figure.gca()\n",
    "_ = ax.semilogx(\n",
    "    quad_tf[\"DARM\"].f,\n",
    "    angle(quad_tf[\"DARM\"][B1_detector, \"DARM\"]) * 180 / pi,\n",
    "    label=\"Finesse\",\n",
    ")\n",
    "_ = ax.semilogx(\n",
    "    DARMcoupling.x, angle(DARMcoupling.y) * 180 / pi - 180, label=\"Optickle\"\n",
    ")\n",
    "_ = ax.set_title(\"Comparison of transfer function phase for DARM\")\n",
    "_ = ax.set_ylabel(\"phase (°)\")\n",
    "_ = ax.set_xlabel(\"Frequencies (Hz)\")\n",
    "_ = ax.hlines(\n",
    "    [-45], min(quad_tf[\"DARM\"].f), max(quad_tf[\"DARM\"].f), colors=\"red\", label=\"45°\"\n",
    ")\n",
    "_ = ax.legend()\n",
    "ax.grid(True, \"both\", \"both\")\n",
    "\n",
    "for bench_name in [\"SNEB\", \"SWEB\", \"SDB1\"]:\n",
    "    in_index = 0\n",
    "    if bench_name == \"SDB1\":\n",
    "        in_index = 0\n",
    "    quad_index = (1 + in_index) % 2\n",
    "    Figure = figure(figsize=(14, 5))\n",
    "    _ = Figure.suptitle(\n",
    "        \"Comparison of transfer function module for {}\".format(bench_name)\n",
    "    )\n",
    "    ax = Figure.add_subplot(1, 2, 1)\n",
    "    _ = ax.loglog(\n",
    "        quad_tf[bench_name].f,\n",
    "        abs(quad_tf[bench_name][B1_detector, \"{}_z\".format(bench_name)])\n",
    "        / abs(quad_tf[\"DARM\"][B1_detector, \"DARM\"])\n",
    "        / model.space_NI_NE.L.eval(),\n",
    "        label=\"Finesse\",\n",
    "    )\n",
    "    _ = ax.loglog(\n",
    "        coupling_data[bench_name][quad_index].x,\n",
    "        abs(coupling_data[bench_name][quad_index].y),\n",
    "        label=\"Optickle\",\n",
    "    )\n",
    "    _ = ax.set_ylabel(\"$\\\\frac{m}{m}$\")\n",
    "    _ = ax.set_xlabel(\"Frequencies (Hz)\")\n",
    "    _ = ax.set_title(\"$K_P$\")\n",
    "    _ = ax.legend()\n",
    "    ax.grid(True, \"both\", \"both\")\n",
    "    ax = Figure.add_subplot(1, 2, 2)\n",
    "    _ = ax.loglog(\n",
    "        in_tf[bench_name].f,\n",
    "        abs(in_tf[bench_name][B1_detector, \"{}_z\".format(bench_name)])\n",
    "        / abs(in_tf[\"DARM\"][B1_detector, \"DARM\"])\n",
    "        / model.space_NI_NE.L.eval(),\n",
    "        label=\"Finesse\",\n",
    "    )\n",
    "    _ = ax.loglog(\n",
    "        coupling_data[bench_name][in_index].x,\n",
    "        abs(coupling_data[bench_name][in_index].y),\n",
    "        label=\"Optickle\",\n",
    "    )\n",
    "    _ = ax.set_ylabel(\"$\\\\frac{m}{m}$\")\n",
    "    _ = ax.set_xlabel(\"Frequencies (Hz)\")\n",
    "    _ = ax.set_title(\"$K_n$\")\n",
    "    _ = ax.legend()\n",
    "    ax.grid(True, \"both\", \"both\")\n",
    "    console.print()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "480e8cfe-181d-41b1-8416-ab5dcbf398a6",
   "metadata": {},
   "outputs": [],
   "source": [
    "for bench_name in [\"SNEB\", \"SWEB\", \"SDB1\"]:\n",
    "    Figure = figure(figsize=(7, 5))\n",
    "    ax = Figure.gca()\n",
    "    _ = ax.set_title(\"Comparison of transfer function module for {}\".format(bench_name))\n",
    "    _ = ax.loglog(\n",
    "        quad_tf[bench_name].f,\n",
    "        sqrt(\n",
    "            (\n",
    "                abs(quad_tf[bench_name][B1_detector, \"{}_z\".format(bench_name)])\n",
    "                / abs(quad_tf[\"DARM\"][B1_detector, \"DARM\"])\n",
    "                / model.space_NI_NE.L.eval()\n",
    "            )\n",
    "            ** 2\n",
    "            + (\n",
    "                abs(in_tf[bench_name][B1_detector, \"{}_z\".format(bench_name)])\n",
    "                / abs(in_tf[\"DARM\"][B1_detector, \"DARM\"])\n",
    "                / model.space_NI_NE.L.eval()\n",
    "            )\n",
    "            ** 2\n",
    "        ),\n",
    "        label=\"Finesse\",\n",
    "    )\n",
    "    _ = ax.loglog(\n",
    "        coupling_data[bench_name][0].x,\n",
    "        sqrt(\n",
    "            abs(coupling_data[bench_name][0].y) ** 2\n",
    "            + abs(coupling_data[bench_name][1].y) ** 2\n",
    "        ),\n",
    "        label=\"Optickle\",\n",
    "    )\n",
    "    _ = ax.set_ylabel(\"$\\\\frac{m}{m}$\")\n",
    "    _ = ax.set_xlabel(\"Frequencies (Hz)\")\n",
    "    _ = ax.set_title(\n",
    "        \"Sum of the module of the transfer function for {}\".format(bench_name)\n",
    "    )\n",
    "    _ = ax.legend()\n",
    "    ax.grid(True, \"both\", \"both\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "11606546-2606-404c-a75e-6e434d19084b",
   "metadata": {},
   "source": [
    "### En fonction de la simulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "88002141-6a42-4ae0-a614-4c2b8dd336ac",
   "metadata": {},
   "outputs": [],
   "source": [
    "for bench_name in [\"SNEB\", \"SWEB\", \"SDB1\"]:\n",
    "    in_index = 0\n",
    "    if bench_name == \"SDB1\":\n",
    "        in_index = 0\n",
    "    quad_index = (1 + in_index) % 2\n",
    "    Figure = figure(figsize=(14, 5))\n",
    "    _ = Figure.suptitle(\n",
    "        \"Comparaison des fonctions de transfert pour {}\".format(bench_name)\n",
    "    )\n",
    "    ax = Figure.add_subplot(1, 2, 1)\n",
    "    _ = ax.loglog(\n",
    "        quad_tf[bench_name].f,\n",
    "        abs(quad_tf[bench_name][B1_detector, \"{}_z\".format(bench_name)])\n",
    "        / abs(quad_tf[\"DARM\"][B1_detector, \"DARM\"])\n",
    "        / model.space_NI_NE.L.eval(),\n",
    "        label=\"Quadrature de phase\",\n",
    "    )\n",
    "    _ = ax.loglog(\n",
    "        in_tf[bench_name].f,\n",
    "        abs(in_tf[bench_name][B1_detector, \"{}_z\".format(bench_name)])\n",
    "        / abs(in_tf[\"DARM\"][B1_detector, \"DARM\"])\n",
    "        / model.space_NI_NE.L.eval(),\n",
    "        label=\"En phase\",\n",
    "    )\n",
    "    _ = ax.set_title(\"Finesse\")\n",
    "    _ = ax.legend()\n",
    "    ax.grid(True, \"both\", \"both\")\n",
    "    ax = Figure.add_subplot(1, 2, 2)\n",
    "    _ = ax.loglog(\n",
    "        coupling_data[bench_name][quad_index].x,\n",
    "        abs(coupling_data[bench_name][quad_index].y),\n",
    "        label=\"Quadrature de phase\",\n",
    "    )\n",
    "    _ = ax.loglog(\n",
    "        coupling_data[bench_name][in_index].x,\n",
    "        abs(coupling_data[bench_name][in_index].y),\n",
    "        label=\"En phase\",\n",
    "    )\n",
    "    _ = ax.set_title(\"Optickle\")\n",
    "    _ = ax.legend()\n",
    "    ax.grid(True, \"both\", \"both\")\n",
    "    show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0c70d12b-b5ae-44b7-b0d3-6f054b697300",
   "metadata": {},
   "source": [
    "### En fonction du module/phase"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cb1fd40c-83bb-4dc3-b259-7dd3a08d3b6b",
   "metadata": {},
   "outputs": [],
   "source": [
    "for bench_name in [\"SNEB\", \"SWEB\", \"SDB1\"]:\n",
    "    Figure = figure(figsize=(14, 5))\n",
    "    _ = Figure.suptitle(\n",
    "        \"Comparaison des fonctions de transfert pour {}\".format(bench_name)\n",
    "    )\n",
    "    ax = Figure.add_subplot(1, 2, 1)\n",
    "    _ = ax.loglog(\n",
    "        quad_tf[bench_name].f,\n",
    "        abs(quad_tf[bench_name][B1_detector, \"{}_z\".format(bench_name)])\n",
    "        / abs(quad_tf[\"DARM\"][B1_detector, \"DARM\"])\n",
    "        / model.space_NI_NE.L.eval(),\n",
    "        label=\"Quadrature de phase\",\n",
    "    )\n",
    "    _ = ax.loglog(\n",
    "        in_tf[bench_name].f,\n",
    "        abs(in_tf[bench_name][B1_detector, \"{}_z\".format(bench_name)])\n",
    "        / abs(in_tf[\"DARM\"][B1_detector, \"DARM\"])\n",
    "        / model.space_NI_NE.L.eval(),\n",
    "        label=\"En phase\",\n",
    "    )\n",
    "    _ = ax.set_title(\"Module\")\n",
    "    _ = ax.legend()\n",
    "    ax.grid(True, \"both\", \"both\")\n",
    "    ax = Figure.add_subplot(1, 2, 2)\n",
    "    _ = ax.semilogx(\n",
    "        quad_tf[bench_name].f,\n",
    "        angle(quad_tf[bench_name][B1_detector, \"{}_z\".format(bench_name)]) * 180 / pi,\n",
    "        label=\"Quadrature de phase\",\n",
    "    )\n",
    "    _ = ax.semilogx(\n",
    "        in_tf[bench_name].f,\n",
    "        angle(in_tf[bench_name][B1_detector, \"{}_z\".format(bench_name)]) * 180 / pi,\n",
    "        label=\"En phase\",\n",
    "    )\n",
    "    _ = ax.set_title(\"Finesse\")\n",
    "    _ = ax.legend()\n",
    "    ax.grid(True, \"both\", \"both\")\n",
    "    show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6eba32c2-edac-47f2-af2e-bede5cce9df5",
   "metadata": {},
   "outputs": [],
   "source": [
    "TFs = array([in_tf, quad_tf])\n",
    "save(\"TF results/TEM00_2025-05-22.npy\", TFs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "eee56190-55bc-47cc-aff3-cf7c1889a73a",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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