{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Lock-acquisition sequence example"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This example shows how to use the lockbox module to perform a reproducible lock-acquisition sequence with a Fabry Perot cavity thanks to two error signals (reflection and Pound Drever Hall)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Set environment variable to use a custom configuration file location\n",
    "import os\n",
    "\n",
    "os.environ[\"PYRPL_USER_DIR\"] = \"../pyrpl_user_dir/\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pyrpl import Pyrpl, logging\n",
    "\n",
    "logging.disable(logging.WARNING)  # Make the program less verbose\n",
    "p = Pyrpl(\"lock_sequence_example\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Configure lockbox parameters of the physical model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "p.lockbox.classname = (\n",
    "    \"HighFinesseFabryPerot\"  # This instantiates a new Lockbox object with the right class\n",
    ")\n",
    "lockbox = p.lockbox\n",
    "\n",
    "# parameters of the physical model\n",
    "lockbox.eta = 0.9  # mode matching\n",
    "lockbox.wavelength = 1064e-9\n",
    "lockbox.finesse = 8000\n",
    "lockbox.round_trip_length = 0.09"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Configure inputs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "ref = lockbox.inputs.reflection\n",
    "ref.input = \"in1\"\n",
    "\n",
    "pdh = lockbox.inputs.pdh\n",
    "# The IQ module is configured by the lockbox (see example2_pdh_generation for details)\n",
    "pdh.mod_amp = 1.0\n",
    "pdh.mod_freq = 50e6\n",
    "pdh.quadrature_factor = 40\n",
    "pdh.bandwidth = [3e6, 3e6]  # second-order lowpass filter\n",
    "pdh.mod_phase = 35\n",
    "pdh.mod_output = \"out2\""
   ]
  },
  {
   "attachments": {
    "562c4444-1880-4b8c-8a67-0ed3e8355a8b.png": {
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qPIdzYzEtr9pGPt2wvBqr6YHt4YPw727uDg/lt1Mvr5+1vwsX/kH7OmvodemA6f/2v2+F927ENvlQ+G8/+T+GZ7JrsXM33guffvTz+Rrrf07THaY7THeY7jDdYbrDdIfpDtMdpjuKpjfUD757926rKK5fv5497/rcvn279Z3vfKc9/dOf/rT930I3Xmo9Ep5rvdmdfuSlVtZZ6uibv/HSI62sA9C6MWi97L/PvbS8duulRx5pvfT/7lm39+96/mbY3w5+vjdbz2XH+7n2jseny/YtzvRuI+qf74rLu687as9nzx9XLPybcttbPkbt9fPnW7W8PbOyreX5nn0ZpH+93ueJ092di+J83F73v8uLe/Yjn3/uuedajyzvzOrXuUrv9pbnE+x3z/4s61/eN7/8OrLl97SRG2PyGtrHsrPOhx9+mK2W7fP/8GzrX/yL/9eA9e9VNo9XP98ar7+77vL0oPXj8SxY3nssBjxH+7XGmf5j0z/f1fucUXt+2PEtt73ldtJef+V9X1nenlnZ1vJ8gjbRe+DifNxe97/Li3v2I5+XjyN6De1jubKt3n1eXn/I88YcjvP/Q/ibrZNXruQrrG1DOfzmc8Pbbf9r7J/vGvJ6iv9m9XvV3p68SrPfPfuzrH953/zy68iWT2percyPYP+6y5YfG9Re1ziWva+jRPtb+ZvVz9ve3spM67nsfey2yRsvPdduo6uPyQaOEQAAJNTuB2f++T//560rJfvBSe/c/v73vx8OHjzYnv75n//59n8L7ejUpIxfx3z023fyhbn42J6VGoaH39uT3y07wI5dIbyws73u1NTO8Nozp8Lzn8ofW0vR3/5Pw56vUz/46pOdfdsZ61H2/LDPpq2q3RjvkhqwvYHHKFs/1svc2b98RHYcDM9cfTLf3yzi3V+nng871ngP49fOr74Swte6333te53t6NYGHZX+OpnxR5R+nD/WNeh1FLWbHWPyGj5YaQOf/OQnO/v8y3vyPyindB6vst7XP2j9Tq3U3uXtb2AXnjNWP4d8lI/jnI9xWWEb6G3bfb/k9uCDD7b/+8uh7IdaR+kc7t3nWOq+XbZixO1WXq08l7xa2wjyqlqD9nXwsYw1scMzB/NSIQPaX3ys0OrnXfW5GN/Td+JTd/46zr5y9aHl0kQAADAOuv3gv/W3/lb7v2VMxbu08+lVlpaWwq5d2ZUvADBxHn30RDiV12EGxsO5I1PhjafijynnCwAAgKGS3bkd63r+6Z/+aT4HjJOf/vSn4fd///fzucHkMYwnOQxNcC688cpzIf8tSQAAaLSy/eAkd27HX7RstVrhsccey5cA46RMjspjGF9yGAAAgCYp28dVlgQAAAAAgNpJ+oOSAAAAAABQhSSD2/E28YsXL+ZzwLgpk6PyGMaXHAYAAKBJyvZxlSUBAAAAAKB2lCUBAAAAAKB2lCWBBlDSAOpNDgMAANAkZfu4ypIAAAAAAFA7ypIAAAAAAFA7ypJAAyhpAPUmhwEAAGiSsn1cZUkAAAAAAKgdZUkAAAAAAKgdZUlS+eBEePTRE+GDfBbGiZIGJcljxtRY5rB8YZCNtg1tavLV+D0eyX5v9ngM+nu5xCiMe7s6dyRMTU2148i5fBmjUbYteE8YBz4Ta61sHzfJ4Pb+/fvDY489ls8Nl7xRbbShauA0SJkclccwvlLnMMDE2Oy1QB2uJcrso2sixlFl7fJcOPLk1fDSjVZotVrh5SfyxWXInRHZxHvClkieBxvNLTlJj7J93MrLkrz99vNhRz69pXY8Pz77AjUjjwEAKuJ6B4b74P1wNewJuyTJ+PCe1I4+PnVWeVmS9r/A5P8Sc+JI5ysqy19TaS8/Eo48WrS8519uluc/CCcOvxDeeeeFsDNb99ETg/9t54MTjy4/51TPPrT/Ik53H+t7/J59bK/e81xTj4Yhm4WxkLqkQTt3BuVIe7k8hpTS5/BKjh45l+Xg8nS+wqp8OhK6i1ct35nlbb54kMI8a+flkO33Pb68nEpU0jbWeI/PruOcfc/nQmdhzz46v6dS1Xmj8HnabSZ/f6Pl+b5riK99rbhtlf37oY3lvfCN5ecd0AZXneeKrz/aj3XX7x6P3v1rP949fvE4Z9P3PN739/2v49t32kuLcommOBeOdNtJjNh+ettR1DM/8Lq4qL3lf9dp3522Wvz3RflZsP2C51u13TXP49lrbe/bK+HJuH72XP9y0OvpOy7tc1n/OWDVtlefg1btY01Vcy7ve08++3T4bOn3uKDt5o8wWvfmYydWPkdH8/l6z7Vc73PG6e5jfY/fs4/t1QflPnVVto9beVmSZVkjf++pzldUWm8+F1753bzxvnM1PHSqZ/mTwz48doTnT70UHnnkpXAjW//t5wf8207W+A+/sCe8GZ8zizf3vBdu5A91T7x73sy3eSN7vvyRQfu44/m3O8vay/eEF74xeA9hHIyspIE8hkokz+Fujrbz83AI3el2fqzOpxsvXQ1Ptq8Yh+TZAAPzbOj2ex5v/11cp94dyVqpqG0MfI/Xc84u/FyI+/Je+Fp33RvPhNcO5+2KzamkbQx6nkH6riG+fN86zx8lr0GinufNXkZ4IW9Xg89zRW15wPHYsSvseadzXfPB2dfCnudCeKP9NDfCe+GhsDNOtg06nkXHoTiXaIYTjz4ZspNjXzsZrLgdD8nf5fb1cojVJor/vqBdDrLq+eJ213MefyK8HPct307r7efD/1S4P3Egt+e4ZPHyE/3ngBuDz0F9r7m2KjmX970n//v+8HOl3uO+96hE22UEBn1+jOLzVR+fNZTt41ZelmRZ1sh/u/upsPOhlUb6yDPhYLfdP/FUeC5cDe//OJ/fqHjB2P5Xw07yPfFyzwdS/LpM7770GrSP8V+Kuv8a9OQrIVx9v5Ps0DTyGOqpm6MxJ3qn42N9+bTj4DPhkVfeCOeG5dkgg/Js2PajonOIBK1GVW2j6D2OnxPrOWcXfS7EfeneKRYj6xS9kw8asklVtI1Bz9OZLWdQ29qsnudt71e3XQ08zxW05YHH44nw1HOd89yN9/aEp377oXA1jm7H9ffsCt2XM/jvCxRtn8Z4753nwlNl2klXUTse1t76l2/2urr3+eJ2N3seL3w9Z8NrYY386XvNq85Bg45F3VRxLi9S6j2+sf62S3q971Xv58coPl/18Umk8rIkW+OJ8HL7X2+eCm+0G3rPvzDdeG+Nr9T0icmy87XwTP7DCP41kTpIXdJga8hjmquWOSzPSGVgWxrwuZB1eNp3ii1HT0cJUkp4nsv65uG9G+fCG1cfCjt3HAzPXH0jnMuub/YY5WHUNtuOR/F5v5nzuOuPevBZTZs+PsOV7eNuXVmSMs69EV6J/zr0qWy6519r49f1VjXytf4lN2vkR9rFdmLi3AgvPdLzL0zxX5zeeS2cXc8/5/T8i9U9+wJjKHlJg/WQx7BpleZw++vxL4Tut/ja+fHcU+GJ9vKVPCuVNynyrHsO6d4pwtZJ2TZ69X5ODFLUloo+F8LqfaQiqdrGoOeJMxu5hkh1DdJn1X6t5zw35HjEOyTD7/5uuPrMwbAj+1+cfeONEB5aqUky9O/b1vk6mFwPPfJKXtqmz6A8KGrH68nfYXnQ2y6H5WFX33lgQwpfz8HwTBjwvN39GnYOaoJBr389baGMge/xzsFtl/Gij09FyvZxt64sySDZSS4WnO98jSCEN+OvpO54PpyK9Z7y5Yff27PyLzDZY197rvOVloFF6rOTZ3hhZ+c5p3aG1545FZ5f7kBlSRRr8ezMtxm/EpM/Uihub8/KPq7aF6BDHkONZfl046Vw9clOfuyMdfBejt261Xm2Zt5sJs+KziH5Q2ylRG0jWs97PKgtFX0u7Fi9j+3o/igRI5SqbQx4nrLXEPGHFEdxDRL1PO/O154JN/L9Wt95bsjxiO05u3h5Ju+Vx9lXrj603EnvGPb3fceBRou1bpfPg93r4kF5MLAdl8zfYXnQ2y7PHhych6usPg+0Yz3n8YH706kB3Pu87XLSvft4YueAc1lTDDgHl20LpQ16j/veo7X6dFRLH58xNnX37t1WPr3K0tJS2LUra2glxNvE423/m75jLH6NIP6mwVZ2Ys8dCVNvPBVajfoQY9KVyVF5DOOr0hzeauNwDmG0vMeMirYF95IX1JW2Oz7G4b3Qx2+ksn3c8S5Lsm7nwpH8X2lWx6Nh2I0Y5470rBv/BUqyMGEqLWmwafIY+o13Dm8sZ2mCAW1j54nw0X/OV6GhnDeA9XLeGD/eE8raWFvRx6dsHzfJndsAAAAAAFClJHdux9vEy/x6JbA1yuSoPIbxJYcBAABokrJ9XHduAwAAAABQO0nu3AYAAAAAgCopSwINoKQB1JscBgAAoEnK9nGVJQEAAAAAoHYqH9x+/fXX8ymoztNPP51PkYI8ZivIYwAAAKBXksHteJt4q9UKjz32WL5ksDgo9rnPfS6fg9H7wQ9+0PhBsTI5Ko8ZZ03P49Q5HG3kH6nie/A7v/M7+Rxb7fd+7/c2/D4Oo23U36jaBlAfzuX153OeQXzO0xRl+7hbcue2QTGqZHA7PXlM1eRxeuvN4+57EDs28YKardV9Hzb6Pg6jbdTbqNpGfL4mGHQMmvL6R8VxHY21cta5vL58zjOIz3kmyVrnq7IMbjPxynzAsz7ymKrJ4/R0bOpNp5dBRtnpnfTP/mHHoAmvf1Qc19FInbPO5ePF5zyD+JxnUpQ5X5X1M/l/NyXeJl7m1yuBrVEmR+UxjC85DAAAQJOU7eMmGdzev39/6RqfQPXK5Kg8hvElhwEAAGiSsn3cJIPbAAAAAABQpa0tS/Kjb4Wnn/5W+FE+O9yF8GLpdYFeIy1pII9h5EaawwAAADBmyvZxt7Ysyae/El5//Svh0/nsID/61tPhU5/6cjidz9Nsn/rUpwYGxUZa0kAeswFF+dsN7jXSHE7iXDjy6InwQT53r+zxqakw1Y4j2VxXquUbVdV2mqj3GGZxZNBR7Ftv6tFwot2Q1vvepH7P1nq+7PGhbR5gEvSeC2N0z9H91ntuXu/yjVrr+bLHncs3qPfYxpiMtvHBiUfzZT0x8BoGGLWyfdytLUvSveMz/++3XlwZ3HjxQr5O5tNfeT38+K1j4bP5PM324x//OJ9abdByRkweswHyeHJ0OgFPhlfy+SLnjjwZwput0Gq1wo2XroYn805CquWlfHAiPNrXgR3JdsbBur5RMyLn3lg+hq3WjfDS1d8d0OmNnstW7a77dnh+x/rfm6raRlSmzY+trWwbA7dd1291ZfudX++0o/eip1D/6+z9+xezuVw8TsvLnw7f2vSBGbCd6MKL+fJPhac3v6FEHNfxc+85ul+qc7ZzeUnj8DnfNnltY8fzb7eXdePN50J45KGd7cdqIVXbWNfz9J+HoXpbW5ak1w8Xwo0v/rg9sPHjbx8Kp/+x5GCw/gEwA2LDVVbSQB6zDvK4vMpyeAPanYAbL4VH8vl7nQtvvPJceOqJztyOg8+ER66+n3UwUi3PxE7L8h02g+4c6reB7VDeEy+Hl/NjGMKN8N47e8Kugk5vsXFtG/n8mm2eskb9ra7uAGNRbNqF74bw7fya58dvhWPX//HAAdOi13nhxS8v//1bx66HL7cHcX8UvvXV74QvvdW9lvpMWPjqOq6lCgYjirfTfiBku5Q91Hns9a+s9R28FUXHsxub5rgWxnhLdc52Lp889Wwby7Ln/t1sva8VjdpPOt/OZgOKPr+6sVFl+7hbW5ak12ePhSNfyKe373R3J2uKF4y9/2WwykoayGPWSR6XU1kOV2HHrrDnnffCjXx22YaXnwtHdr4Xvta9y+bGM+G1wxv4ivF6t08JH4QTj8bO5hvhqdbLIe9DFnglPJl3TB8t6pWOa9toujjgt9xpye9c7R8EXJ6Pg4sL4Yc/XAj7s/W7d7OO+ltdgz5bknzmfOHr4evda55wK9z44WfC9gGjAPe+zgvhu6cPhS/mf//pA18Kn71+697B1t5rqVXHu+ydx4O3c+G718Oxt74ell/COjiuNTyum7LGObrfhs/ZfZzLa2Cy28a5b7wQwku/PeT6ZYJ1P7/z//p2NmWM4nOsbB93a8uSwCZt/cUesFnyeDx07rzoXLTW6mvUH7wfrvZ0rqZ2vhDeWe6g9NRTbC9/IezM5x898WF7jUmy/BX5/SuDiCnez423jR3h+bdjh/Op8MbAu6meCC93O6WtN8OeFw6XvOuqBG1jWfq2cSG8mD3XZ4ruXC306fCV3886v589Ft7K1l/P3ayb1f8Zk/Yz50fhW0/HY/nd8MUfb2xAs+3T28Nnfngj3IrH6fXfCjf2d9+v74Qv/X68cy4e7xvht7J9j/v/47e+FL6znjuPu5a3EwdnfxgWutvJYujbV8Bx7VGT47qxc/kIz9FlOZcvG6/P+QlvGzW7a3tUbaMtez7fzqasUX6ODTM+ZUmAkRnnkgbA2qrI4fadF/GiNYuRDjzFjsgjD4V7qhduZvkjL4Ubyx2sGN27hHs6XvGrxz3rvf38J9trLFvv9sfQ1/P3r30HTT6ImOL93HzbeCI89dw74b3+W6LusTM8VPT98HFtGzWSvG386Fa43vNtrfadq6e/G9Y5jleZ+Fp7/5tOHDSNx/KL4btJ6jiHnnIXb4Vjn/1hWHg5O6rxeIfT4curBi/iYGr7L4YMatxur1Hs0HLpjNgurn+5r250CY5rkfE9rps/lw84R/fbzDm7l3P5Pcb3c37y2kbd7toeVdto6/m89+1syohtr/e/m1G2jzs+ZUmGaP9LYs9FxXr/BRyabhxKGshj2LhxyOF1adc/7P7yfBzYfCW8kf/uzwdnXwvv7NkVdqRa3v4q6QvhG/ny8ta7fdbjgxNHeu7girUtHwnt32Na1TYy546E5d+E+uBseK1dm3tc2wZ1lqKDNdgXwhcP/TDc6IyKrl/7Hwt2hu0/+lb4x9e7gwhxgDevOf1/ZbM9gxWd6N7R/IUhgxrb2mss624nn1326QPhS5+9Hm5tYBDZcc3U7riuQ+E5Ok7X+XOeJCa5bdTsrm0YR6k+x8r2cbe2LEm3SH1/sfq++d5/SYyxUocN2HLyGBrtgxOPrvq6Z9GP1z/x8pshPNn5KujOF/aEN/NfGkyz/Inw8o2XwtV8eTv6fhF/kPVun/Ky/mZ4YWf3PXkyhDffDoV9xJ0Prbx3WTva82bnjqtxbRtRmTY/8dplGBZCvPk1+tH574QfHvpiZ1Bw+c7XfHk+3dbzWN396Fsv9txRHMtRfDbsjKOb7RrOa92tGwdtT4fv9h6/z2zPrqVWH9fsgfCdWHN6pm95aQO2ky//x90X0N1Oghv8NstxHTMDztH90pyzBy13Lh9LE9s2PggnDje41jbUlLIk0ABVlDQARmecc3jH82/3fBW0Fdp9gx3Ph7dX/YBgz1dDR7G8vb3u8izefv7eO7PiOvcsX+/2a6L/Hxu3whMv58evE8t9xv620ffeLa+37vemqrYRVy9o83WRrG18IXy9XXKhU6Zh/8Jnwrfjv1pnz//7sf52Xr7hqzc+s/L15eyx3zrUKQHRrQFa5291fXp76KmtHEtevB4Gffu76HV+4evfDtnBWH38+o5ruzZ0+8cJ+5bH6P3hziGKtxOXvxW+9J39fdvZeo7rmBl0ju4/lw88ZzqXj8Q4fM5PbNvo/F7I23W9a7vituHb2Yxa2T7u1N27d1v59CpLS0th165d+Vw6r7/+evjc5z6Xz8Ho/eAHPwhPP/10PkcK8piqyeP01pvH3ffgd37nd8Lv/d7v5UvZKt33YaPv4zDaRr2Nqm004bN/2DFowusfFcd1NFLnrHP5ePE5zyA+55kUZc5XZW1tWRIAAAAAANiAJHdux9vE49c5yhT5jv8aBFVL9a9BdVUmR+Ux467JeZw6hyN37dSbO7oYxB1dGzfsGDTh9Y+K4zoaqXPWuXy8+JxnEJ/zTIoy56uyfdzKy5IAAFtvMx0bxsM4dnoZDzq9GzPsGDTh9Y+K4zoaqXPWuXz8+JxnEJ/zTIIy56uyDG4DQAPFC9j1SnXxQTqjeB+1jcmQ+n3cyPPV0aBj0JTXPyqO62ikzlnn8vEzivdR25gMqd9H52O2QqpzS+VlSYDqjaKkAVAdOQwAAECTlO3junMbAAAAAIDa+Zn8vwAAAAAAUBtJBrfjbeIXL17M54BxUyZH5TGMLzkMAABAk5Tt41ZelmRqaiqfAlKJNYiqJI8hrapzGAAAACaBsiQAAAAAANSOsiTQAEoaQL3JYQAAAJqkbB9XWRKYAMqSQL3JYQAAAJokVT9YWRIAAAAAAGpHWRJoACUNoN7kMAAAAE1Sto+rLAlMACUNoN7kMAAAAE2iLAkAAAAAAI2lLAk0gJIGUG9yGAAAgCYp28dVlgQmgJIGUG9yGAAAgCZRlgQAAAAAgMZSlgQaQEkDqDc5DAAAQJOU7eMqSwITQEkDqDc5DAAAQJMoSwIAAAAAQGMpSwINoKQB1JscBgAAoEnK9nGVJYEJoKQB1JscBgAAoEmUJQEAAAAAoLGUJYEGUNIA6k0OAwAA0CRl+7jKksAEUNIA6k0OAwAA0CTKklCd6dmwsLgQZqfzeWByjTTfZ8L84mJYbMc3wjcW57MlAAAAABujLMmm9Q7WrI4Fo8HjrT2It4nBtc3+fYWUNEhFvm/cdJhdOBR2Xzsd5ubmwtzxfx3+f/kjSdUoL9dDDgMAANAkpfu4sSxJUVy/fr01CtkmJyxmWvOLi62F2emCx7Y4pmdbC4sLrdnpgsfWE2s9T6rtiA1H1Yr2oRkh3zcc7eddbM3P9M7Pt2b611tPTNC5p2pF+yCEEEIIIYQQQlQVqShLAkBF7oSlD/NJAADWbxQl5HqfcxTPDwAjlOQHJeNt4q1WKzz22GP5ksEm70esYpmCQ2Hb+ePh2Jmb+bIeM/Nh8dDucKf38XjBcPRACHHZ5X3Z9MPh3dPvhocPHQj3tVe4Fk7PnQyX2tMd07ML4eiBzqNrP5659k64tvuRsDuf7Vj5u7Web2Z+MWS73XHnTriTrfru8WPh3pfYef33bOf4Ung8vq7j3wv3H42Pd7aRrbzyvG13ssOQP2/7uGR/c/52OHBgeeMrj0f58Vx253w4fuxMuJkf09vnz4dtB7rHMT7cPcbdZf3buz98L772Qc8bp4duM//7bPHqY9bz92Ve1ybF/BumTI42O4/Lanq+Z7rtuS+3h24nPwY9exzufP/7IXz+ryznT7LX3D73jEderoccBoAUivomHauuz+ps+Vos4TVL73OGETw/ABRI0Q9u6y9H0g1lScpGp0zB4j2x8lX56dmFbL779fvp1uxC9vj8TOfv86/qLy7MtqZ7H1+ez/9+rflVX83P9ik+PuAr+2s938x83P+ecgEz833P3xdF2+m+rr6yA9PTq8s5dPY9X+eeY1H8+HJZgyxm5tf627WeL5su8byDH+tMt4/Z8nbWeo/79iNBVK1oH5oR8n35NfS137W20/m7nudtz3eeY62/bc+Xfc09z7vVebmeqFrRPgghhBD1j861mhJy64ze5xzF8wshhBAFkYqyJInEOwHaP5K2HCv/0n3zzKlw/s7ucGh+JrtWOBwOhPPh+MneexLvhPOn8rsJs/8/871rIdz3cNg3HednwhPxps/lx7M1Lr8b7qx6/L5s+6d6/mX9UjjZvTvxHms/397dIVw73XPX5IdL2R5uRLwLcvXdlzdvrt6r9rbDtvBAe9tR77Eofry3rMGlk73PX/S3fcs+vp39f+/zdQ1/3sGPRfkx+153O/l7uHtv9kjXWq+LOpHv2WtYldtrbWeY1K+5S14CAADApEsyuB1vEy/165WNdTOcOXU+3Nl9KLSrE/QMphTqHVyafiBsC/eFA0cXw+JiHu2v998X7v9k9/E74d3Lw4d5lpV8vt7B3NRimYDV2y7p5sfhds++z6+MUJVXNHA37HnLbLPomLW3Mz6DZGVyVB6n0sB8X2s7w6R+zV1Fr23M8nI95DAAJBBLyGXXGguzPRcDsSRHd1l7eiHMznSWda5N5nv+YbxjenZh5bplzcezmP9/hPn8+mblmmfl79Z6vlX9p8MP50sHKPka1nzOfZ1j1Qk1uAGoXtk+bpLB7f3795eq8UlUYrDnHvEuyd67RDux6mbQdRnyfJ+8P9vDEckvHA9tOx+Od7d7/Hy2N2VdCid7/mb3oXihde+F2voNe95RbbNaZXJUHo9Ck/J9M/ud+jVPHjkMAOXdd+BoPijbjXxw9tLJcPz8nezxJ/Lr+ekwe/hAuO/a6Z563PeFA4+HcKp9PXK88428hdlszY44EH304XeX+zPHz2+79/F4g8Pytc3pcG3bfw7n2v2J3muezrfg1nq+OAh9aHf8PZL8774Xb71Zy/DXsPZzZn//8FLPPoVw4Gj9+kAA1FvZPm6SwW3W0rloyq5k2hdTuw+tcWHQHnC6HT6O11f5ncMDB8jyxx9e+7v/HWs9X/vOxo0MyJXQfl3ZRdSa5QTWcPNMOBYvtNoXiLvD3lRXWcOed+hjBcd0lP9IwJhrYL6vtZ1hUr/mrqLnlZcA0AhKyA1/DWs/Z+/f5/tU02+/ATD5kgxu+yr0cN2LplPZFc7NM98L10LnYqrYTJg/tDu7IDqXX2xcCldimdi+AbKZ+e585/GVuw+i7Dniv8wXDgqt8Xw3L4d3syub3Y/3/Mt+dsU1dECo7OBT+6Jp9cDwms/da2Z+9VcI2wNVCUoqDHveUtvMj+nyMZsOs4+3i/32XNRuLSUNqjPx+V5orf0eJvVr7sqfd4zzcj3kMACk0sAScve8hgTPCQAjVraP+zP5fzfFV6HjwEv/V986dds6X0u7r+dHzS6Fk6fbIzk9g6a9FzSHwu5VX4vL/uJk/vW0nuc+FK5kz7Ty+Olru3sez57j9sfZ9jrbWtm3zmDR8OfLLvaOnQ7X7jsQjuaP7V2KdysPU7yde9w8E06172Rd2e7az93j0pVwu/c4H9odrp1euQtjw4Y9b8ltXjp5PJwP3WN2tOAOkK2lpEFazc73Ymvt9zCpX3PXuOfleshhABiFjXzzLHU5tSHPN4pvnfkmGwA1UbqPe/fu3VZRXL9+vTUK2SZFb0zPthYWF1qz0wWPCVEyqla0D6JEyHcxIKpWtA9CCCFE/WOmNb+42FqYnS54rBvTrdmFzjrTswutxcX51kz3saJrtZn5nnU6zz8/0/P4qhiy/cLrwDWer/03fY+vdT251mtY6zmL/n6tbQohhBAbiFSS3Lntq9Aw3pQ0gHqTwwCQRvNKyPW9hmRl6QBgtMr2cafiXdr59CpLS0th165d+Vw6U1NT+RRt07Nh4ejD4d3jCcpr0Fit9o2Y1ZHHGyTfGUAOA0AKM2E+li/L53rFH5k8FQ53Ssid7ikjMjPfLj0YHz92eV92rdY30HvtdJjrqznSLUW3rG+dmfnFkD3liu7j+bbyheH0XOdHHYc/3+rXdO38+bDtwJDryfb15lqvYchzhoLrVdewAIxAqn6wwW2YAAbGoN7kMACMgUkYxDUQDUBNpOoHK0sCDaCkAdSbHAYAAKBJyvZx3bkNE8Bdn1BvchgAxoA7twGgMqn6wQa3YQIYGIN6k8MAAAA0Sap+sLIk0ABKGkC9yWEAAACapGwf153bMAHc9Qn1JocBAABoklT9YIPbJSwuLoZXX301nxuN7du3h1u3buVzo1XltqJnn3125MevaxKP4+XLl/OpwQyMrU0eb5wc3hw5XMZMmF94IJw7diYoDwoAADD5kvWD4+B2UVy/fj3bRjkXL15sXbhwIZ8bLttk7WJxcbFwecrYt29f4fJRRJXbilHF8evGJB/HYbGWMjkqjzcfk9r+5PDoYy2TnMPTswvtNra4MNuaLnhcCCGEEEIIIcTkxVrK9nGT1Nzev39/eOyxx/I5YNyUyVF5DONrknP45pljYe74+XAnnwcAAICyfVxlSUpYXFwMc3Nz+dxo7Nu3r9RX11OocltRFceva5KP4zCtxpc0WJs83jg5PHqNz+Hp2bBwOIRTQ8qSxHYIAADA+CszhpCsH9xfjqQbypKsRNahLlyeMvZN8Ffxqzh+3Zjk4zgs1jLJJQ3KhjzeeMjh0cdaJj6Hp2dbC2uUJamyHcYYp/ZR9zh48GDhcrG+0CbThPaYJrTHdFH159ukhjaZJpwj04T2mCa0x3Qxrm1yLWX7uMqSQANMckkDaAI5DAAAQJOU7eMmGdwGAAAAAIAqJRncfuutt8LFixfzOWDclMlReQzja5JzeHp2ISwePRDuu+9AOLq4GOZn8gcAAABorLJ9XGVJoAGUNIB6m+QcvnnmWPvHRrpx8lL+AAAAAI1Vto+rLAkAAAAAALWjLAk0wCSXNIAmkMMAAAA0Sdk+rrIk0ACTXNIAmkAOAwAA0CRl+7jKkgAAAAAAUDvKkkADKGkA9SaHAQAAaJKyfVxlSaABlDSAepPDAAAANEnZPq6yJAAAAAAA1I6yJNAAShpAvclhAAAAmqRsH1dZEmgAJQ2g3uQwAAAATVK2j6ssCQAAAAAAtaMsCTSAkgZQb3IYAACAJinbx53AsiQzYX5xMSy2Yz6bW9vMfLbuwmyYzudh0tSvpIE8hl71y2EAAADYuLJ93IkrSzIzfyiE03Nhbm4uHD+/LRyaHz4sFgfEHg/Xwp18Hth68hgAAACAtUxYWZKZsHf3tXDlUmfu5uV3w51tDwy8k3N6diE8vnQ8HDu3lC+ByVSvkgbyGPrVK4cBAABgc8r2cafu3r3byqdXWVpaCrt27crn0pmamsqnRiGWMtgbrsydDJ1xsf75FXFA7HA4FY6duRlnwsLhEE4dOxOyuXvE0ghnz57N50bjwQcfDB999FE+N1pVbis6ePDgyI9f1yQexzLHrtUqTOORkcfFJjWP5fDmNC+HRyPmcPw2R1X27dsXLl++nM+xGVWeQyaZNpmG9piG9phO1Z9vk0qbTMM5Mg3tMQ3tMZ1xbZPJ+sFxcLsorl+/nm0jvWyTI4yZ1vzifGtm4Hw3pluzC4ut7EJidSzMtqbvWTe0H+tfljqyhla4fBRR5bZiVHH8ujHJx3FYVK1oH9KFPC4TVW6rimPXDTlcjaJ9GPeosh3GGKf2UffIOiaFy8X6QptME9pjmtAe00XVn2+TGtpkmnCOTBPaY5rQHtPFuLbJVJLcuR1vE8+eq1SR70rv+FzjTs5lJe74HPW/pmcNrbJ/RalyW1EVx69rko/jMDH/himTo/J48ya1/cnh0ZusHB6N2A5fffXVfG70tm/fHm7dupXPsRnjlGt1pk2moT2moT2m8+yzz1b6+TaptMk0nCPT0B7T0B7T2Yo2Wea9S9EPbuu/Y7sb9bxzO7Rm5hdb8zOd6enZhdbi/EznsenZ1kLh3Z/5YwPu9oyRdagLl6eMLGkLl48iqtxWjCqOXzcm+TgOi6oV7UPKkMdrR5XbksOjj6oV7cO4R5XtMMY4tY+6h7tu0oQ2mSa0xzShPaaLqj/fJjW0yTThHJkmtMc0oT2mi3Ftk6kk+UHJcXLp5OkQDi227/A6euB2OH2yv0ovMO7kMQAAAABrSTK4HW8TL/PrldW4FE7OzbW/Qj/X+wN0N8+EYwU/SNcWH1ur5AHUWJkclccwvuqXwwAAALBxZfu4SQa39+/fX6rGJ7A1yuSoPIbxJYcBAABokrJ93IkrSwIAAAAAwOSbwLIkQD8lDaDe5DAAAABNUraPqywJNICSBlBvchgAAIAmKdvHVZYEAAAAAIDaUZYEGkBJA6g3OQwAAECTlO3jKksCDaCkAdSbHAYAAKBJyvZxlSUBAAAAAKB2lCWBBlDSAOpNDgMAANAkZfu4ypJAAyhpAPUmhwEAAGiSsn1cZUkAAAAAAKgdZUmgAZQ0gHqTwwAAADRJ2T6usiTQAEoaQL3JYQAAAJqkbB9XWRIAAAAAAGpHWRJoACUNoN7kMAAAAE1Sto+rLAk0gJIGUG9yGAAAgCYp28dVlgQASGwmzC8uhsV2zGdzA0zPhoXl9RbC7HS+HAAAAEqYunv3biufXmVpaSns2rUrnxsu3ibearVKjaZPTU3lU/URO92vvvpqPjca27dvD7du3crnRqvKbUXPPvvsyI9f1yQex8uXL+dTg8X8G6ZMjsrjzZvUPJbDm9PEHJ6ZXwx7r8yFk5fi+PVCOHr/98JcnFllOswuHA7h1LFw5mY2OzMfFh9fCsePnQlxtl/M4bm5uXxu9Pbt21fqvWNtBw8eDGfPns3n2ChtMg3tMQ3tMZ2qP98mlTaZhnNkGtpjGtpjOuPaJlP0g9vi4HZRXL9+Pfv79LJN1i6yC47C5Skja2iFy0cRVW4rRhXHrxuTfByHRdWK9mHcQx5vPOTw6KNqRfuQLmZa84vzrZnu/PRsa2FhtjW9ap0Y063ZhYXW7HQ+P3C9TlTZDmOMU/uoe2Qdk8LlYn2hTaYJ7TFNaI/pourPt0kNbTJNOEemCe0xTWiP6WJc22QqSe7cXo+63vE56n9NzxpaZf+KUuW2oiqOX9ckH8dhslzOp6ohj4tNavuTw6M3WTkcS5LsDVfmTobOvdr9873iY4fC7vb0nXD+eH4Xd4HYDqu8c+PBBx8MH330UT7HZsTryffffz+fY6O0yTS0xzS0x3TcmZiGNpmGc2Qa2mMa2mM6W9Emy3y2JesH99+x3Y313Ll98eLF1oULF/K54bJN1i6yDnXh8pSxr8J/RalyWzGqOH7dmOTjOCzWUiZH5fHmY1LbnxwefaylXjncd+f2PfMrMTO/2JqfidPxLu7F1uL8zD3rdKPKdhhjnNpH3cNdN2lCm0wT2mOa0B7TRdWfb5Ma2mSacI5ME9pjmtAe08W4tsm1lO3jJvlBybK/XglsjTI5Ko9hfNU6h6cfCNvuLIUP89ll07Ph8W3nw7n27dw3w5ljx8P5bY/7UUkAAABK93GTDG4DAHRcCleu7Q57Zzpz0/seDvfd/rjzI5HTs2FhcT60H7r5cbh934HwRL5etmJ4+L7b4eMBZUkAAACgX5LB7fjrlRcvXszngHFTJkflMYyvuuXwpZOnQzi02K6TffTA7XD65L3VtuMg+Mnj58O2fL3Fow+Hd48X1eUGAACgacr2cZUlgQaodUkDoIY5fCmcnJtr/xDpXO8PSd48E47dM99db/CPSQIAANAsZfu4ypIAAAAAAFA7ypJAA9StpAGwmhwGAACgScr2cZUlgQaoX0kDoJccBgAAoEnK9nGVJQEAAAAAoHaUJYEGUNIA6k0OAwAA0CRl+7jKkkADKGkA9SaHAQAAaJKyfVxlSQAAAAAAqB1lSaABlDSAepPDAAAANEnZPq6yJNAAShpAvclhAAAAmqRsH1dZEgAAAAAAakdZEmgAJQ2g3uQwAAAATVK2j6ssCTSAkgZQb3IYAACAJinbx53AsiQzYX5xMSy2Yz6bG2B6Niwsr7cYFman8weArSePAQAAABhu4sqSzMwfCuH0XJibmwvHz28Lh+YHDIt98v5wO19vbu50uH3gcDAuxqSqW0kDeQyr1S2HAQAAYDPK9nEnrCzJTNi7+1q4cqkzd/Pyu+HOtgdC4VjXpZPhZL5eCB+GpTv5JEygepU0kMfQr145DAAAAJtTto87dffu3VY+vcrS0lLYtWtXPpfO1NRUPjUKsZTB3nBl7mTojHf1zw8QSxscDuHUsTPhZr6oVyx3cPbs2XxuNB588MHw0Ucf5XOjVeW2ooMHD478+HVN4nEsc+xarcI0Hhl5XGxS81gOb07zcng0Yg7Hb2lUZd++feHy5cv5HJtR5TlkkmmTaWiPaWiP6VT9+TaptMk0nCPT0B7T0B7TGdc2mawfHAe3i+L69evZNsq5ePFi68KFC/nccNkmRxgzrfnF+dbMwPmiiOsstGanix7rRHbBUbg8ZWQNrXD5KKLKbcWo4vh1Y5KP47BYS5kclcebj0ltf3J49LGWeuXwaKLKdhhjnNpH3SPrmBQuF+sLbTJNaI9pQntMF1V/vk1qaJNpwjkyTWiPaUJ7TBfj2ibXUraPO9l3bq9xJ2dn/cfD0vFj4UzxCm3ZBcfI/zU9a2iV/StKlduKqjh+XZN8HIfJcjmfqoY8Ljap7U8Oj95k5fBoxHb46quv5nOjt3379nDr1q18js0Yp1yrM20yDe0xDe0xnWeffbbSz7dJpU2m4RyZhvaYhvaYzla0yTLvXbJ+cP8d291Yz53b65FtcqQxM7/Ymp/pTE/PLrQW52c6j03PthZ67/5szw+/07MbWYe6cHnKyJK2cPkoosptxaji+HVjko/jsKha0T6kDHm8dlS5LTk8+qha0T6Me1TZDmOMU/uoe7jrJk1ok2lCe0wT2mO6qPrzbVJDm0wTzpFpQntME9pjuhjXNplKkh+ULPvrlVW4dPJ0CIcW23d4HT1wO5xe+bW5Vab3PRzuy/534Ghn3RgLs4U/WQe1VyZH5TGMr7rlMAAAAGxG6T5u0V3bMep65/YoYtEdn5uKKo5fNyb5OA6LqhXtw7iHPN54yOHRR9WK9mHco8p2GGOc2kfdw103aUKbTBPaY5rQHtNF1Z9vkxraZJpwjkwT2mOa0B7Txbi2yVSS3LkNAAAAAABVmriyJMC9lDSAepPDAAAANEnZPm6Swe39+/eHxx57LJ8Dxk2ZHJXHML7kMAAAAE1Sto+rLAkAAAAAALWjLAk0gJIGUG9yGAAAgCYp28dVlgQaQEkDqDc5DAAAQJOU7eMqSwIAAAAAQO0oSwINoKQB1JscBgAAoEnK9nGVJYEGUNIA6k0OAwAA0CRl+7jKkgAAAAAAUDvKkkADKGkA9SaHAQAAaJKyfVxlSaABlDSAepPDAAAANEnZPq6yJAAAAAAA1I6yJNAAShpAvclhAAAAmqRsH1dZEmgAJQ2g3uQwAAAATVK2j6ssCQAAAAAAtaMsCTSAkgZQb/XL4Zkwv7gYFtsxn80NMTOfr7cYFman84UAAAA0Wdk+7tTdu3db+fQqS0tLYdeuXflcOlNTU/lUfcQO96uvvprPjcb27dvDrVu38rnRqnJb0bPPPjvy49c1icfx8uXL+dRgrVZhGo+MPC42qXkshzeniTk8M78Y9l6ZCycvhTA9uxCO3v+9MBdn+sWB7UMhnJ47GQoeXSXm8NzcXD43evv27Sv13rG2gwcPhrNnz+ZzbJQ2mYb2mIb2mE7Vn2+TSptMwzkyDe0xDe0xnXFtk8n6wXFwuyiuX7+ebSO9bJO1i+yCo3B5ysgaWuHyUUSV24pRxfHrxiQfx2FRtaJ9GPeQxxsPOTz6qFrRPqSLmdb84nxrpjs/PdtaWJhtTa9apxMz8wut2el7lxdFle0wxji1j7pH1jEpXC7WF9pkmtAe04T2mC6q/nyb1NAm04RzZJrQHtOE9pguxrVNppLkzu14m3j2XKWKfNf1js9R/2t61tAq+1eUKrcVVXH8uib5OA4T82+YMjkqjzdvUtufHB69ycrhWJJkb7iyfDd2/3xXXH4o7M7nomunO3d7F4ntsMo7Nx588MHw0Ucf5XNsRryefP/99/M5NkqbTEN7TEN7TMediWlok2k4R6ahPaahPaazFW2yzGdbin5wW/8d291w5/ZKZB3qwuUpY1+F/4pS5bZiVHH8ujHJx3FYVK1oH8Y95PHGQw6PPqpWtA/pou/O7XvmByyPd3gXrteJKtthjHFqH3UPd92kCW0yTWiPaUJ7TBdVf75NamiTacI5Mk1oj2lCe0wX49omU0nyg5IAAIWmHwjb7iyFD/PZgW5eDu/e2RYe8JuSAAAAlJRkcDveJl7m1yuBrVEmR+UxjK965fClcOXa7rB3pjM3ve/hcN/tj8PN9sxsWFicD52HOus9PpuPZk/vCw/fdzt83F4RAACAJivbx00yuL1///5SNT6BrVEmR+UxjK+65fClk6dDOLTYrpN99MDtcHpAIe1LJ4+Hdx8+2l5v8ejD4d3j/XW5AQAAaKKyfVxlSQCAxC6Fk3Nz7R8inev9IcmbZ8KxVT8seTOcOdZd71g4465tAAAA1kFZEmiAepU0APrJYQAAAJqkbB9XWRJogLqVNABWk8MAAAA0Sdk+rrIkAAAAAADUjrIk0ABKGkC9yWEAAACapGwfV1kSaAAlDaDe5DAAAABNUraPqywJAAAAAAC1oywJNICSBlBvchgAAIAmKdvHVZYEGkBJA6g3OQwAAECTlO3jKksCAAAAAEDtKEsCDaCkAdSbHAYAAKBJyvZxlSWBBlDSAOpNDgMAANAkZfu4ypIAAAAAAFA7ypJAAyhpAPUmhwEAAGiSsn3cBpclmQnzi4thsR3z2RxMrsktaSCPaYbJzWEAAAC4V9k+bmPLkszMHwrh9FyYm5sLx89vC4fmDYtB3chjAAAAgOZqaFmSmbB397Vw5VJn7ubld8OdbQ+E6c4sTJzJLGkgj2mOycxhAAAAKFa2jzt19+7dVj69ytLSUti1a1c+l87U1FQ+tZViKYO94crcydAZF+ufXy2WPCjrN39zLp+CYt/8Zvn2FMW7ktfSahWm8cjIY5pMDm+NmMNljmUq+/btC5cvX87n2IyDBw+Gs2fP5nNslDaZhvaYhvaYTtWfb5NKm0zDOTIN7TEN7TGdcW2TqfrBBrcL51er4oKjyoZWdaOu8oJtko/jMAa3i+ZXk8cbJ4dHz+D22mI7fPXVV/O50du+fXu4detWPsdmjFOu1Zk2mYb2mIb2mM6zzz5b6efbpNIm03COTEN7TEN7TGcr2mSZ9y5ZPzgObhfF9evXs22Uc/HixdaFCxfyueGyTY5BzLTmF+dbM9356dnWwsJsa3rVOiuRdagLl6eMLGkLl48iqtxWjCqOXzcm+TgOi7WUyVF5vPmY1PYnh0cfa5nMHF5fVNkOY4xT+6h7HDx4sHC5WF9ok2lCe0wT2mO6qPrzbVJDm0wTzpFpQntME9pjuhjXNrmWsn3cJDW3y/565fi4FK5c2x325r89N73v4XDf7Y/Dzc4sTJwyOSqPYXxNZg4DAABAsbJ93CSD23V06eTpEA4ttr/mfPTA7XD6ZFEhA2CcyWMAAACA5koyuF321yvHy6Vwcm6uXUd2bkCNXpgUZXJUHsP4mtwcBgAAgHuV7eM2tCwJNIuSBlBvchgAAIAmKdvHbWxZEgAAAAAA6qvBZUmgOZQ0gHqTwwAAADRJ2T6usiTQAEoaQL3JYQAAAJqkbB9XWRIAAAAAAGpHWRJoACUNoN7kMAAAAE1Sto+rLAk0gJIGUG9yGAAAgCYp28dVlgQAAAAAgNpRlgQaQEkDqDc5DAAAQJOU7eMqSwINoKQB1JscBgAAoEnK9nGVJQEAAAAAoHaUJYEGUNIA6k0OAwAA0CRl+7jKkkADKGkA9SaHAQAAaJKyfVxlSQAAAAAAqB1lSaABlDSAepPDAAAANEnZPq6yJNAAShpAvdUvh2fC/OJiWGzHfDa3tpn5bN2F2TCdzwMAANBcZfu4ypIAAEnNzB8K4fRcmJubC8fPbwuH5ocPb8eB7cfDtXAnnwcAAIAypu7evdvKp1dZWloKu3btyueGi7eJt1qtUqPpU1NT+VR9xDvPXn311XxuNLZv3x5u3bqVz41WlduKnn322ZEfv65JPI6XL1/OpwaL+TdMmRyVx5s3qXkshzeneTkc79reG67MnQyX4uz0bFg4HMKpY2fCzfbjq03PLoTD4VQ4dnnf0PViDsfB8qrs27ev1HvH2g4ePBjOnj2bz7FR2mQa2mMa2mM6VX++TSptMg3nyDS0xzS0x3TGtU2m6AdHSQa316Oug2KjvuCosqFV3airvGCb5OM4zFonhNTkcbFJbX9yePQmK4f7BrfvmV+xPLB95uaag+CxHVZ5cfvggw+Gjz76KJ9jM+L15Pvvv5/PsVHaZBraYxraYzoGb9LQJtNwjkxDe0xDe0xnK9pkmc+2ZP3gOLhdFNevX8+2kV62ydpF1qEuXJ4y9u3bV7h8FFHltmJUcfy6McnHcVhUrWgfxj3k8cZDDo8+qla0D+lipjW/ON+aGTjfjenW7MJiu32tioXZ1vQ961bbDmOMU/uoexw8eLBwuVhfaJNpQntME9pjuqj6821SQ5tME86RaUJ7TBPaY7oY1zaZSpKa2/E28TK/XglsjTI5Ko9hfNU6h6cfCNvuLIUP89kVN8OZY5263O04fj7cuXM+HB9w5zYAAADNUbaPm2Rwu+yvVwJbo0yOymMYX/XK4UvhyrXdYW/+G5LT+x4O993+uDNgHUuPLM6H4T8vCQAAQNOV7eMmGdwGAOi6dPJ0CIcW23Wyjx64HU6f7K+2DQAAAJunLAk0QK1LGgA1zOFL4WS33EjvD0nePBOOFfywZFt8TEkSAAAAMmX7uMqSQAPUq6QB0E8OAwAA0CRl+7jKkgAAAAAAUDvKkkAD1K+kAdBLDgMAANAkZfu4ypJAAyhpAPUmhwEAAGiSsn1cZUkAAAAAAKgdZUmgAZQ0gHqTwwAAADRJ2T6usiTQAEoaQL3JYQAAAJqkbB9XWRIAAAAAAGpHWRJoACUNoN7kMAAAAE1Sto+rLAk0gJIGUG9yGAAAgCYp28dVlgQAAAAAgNpRlgQaQEkDqDc5DAAAQJOU7eMqSwINoKQB1JscBgAAoEnK9nEnsCzJTJhfXAyL7ZjP5gaYng0Ly+sthoXZ6fwBYOvJYwAAAACGm7iyJDPzh0I4PRfm5ubC8fPbwqH5AcNin7w/3M7Xm5s7HW4fOByMizGp6lbSQB7DanXLYQAAANiMsn3cCStLMhP27r4WrlzqzN28/G64s+2BUDjWdelkOJmvF8KHYelOPgkTqF4lDeQx9KtXDgMAAMDmlO3jTt29e7eVT6+ytLQUdu3alc+lMzU1lU+NQixlsDdcmTsZOuNd/fMDxNIGh0M4dexMuJkv6hXLHZw9ezafG40HH3wwfPTRR/ncaFW5rejgwYMjP35dk3gcyxy7VqswjUdGHheb1DyWw5vTvBwejZjD8VsaVdm3b1+4fPlyPsdmVHkOmWTaZBraYxraYzpVf75NKm0yDefINLTHNLTHdMa1TabqBycZ3I63iccdKjWanrhDPT27EI4euK89fef8m+H2gU+tc1AsrvN4WDp+LJwpGhHLVHHBUWVDq7pRV3nBNsnHcZi1TghlclQeb96ktj85PHp1z+EqxHb46quv5nOjt3379nDr1q18js0Yp1yrM20yDe0xDe0xnWeffbbSz7dJpU2m4RyZhvaYhvaYzla0yTLvXYp+cFsc3C6K69evZ3+fXrbJEcZMa35xvjXTnZ+ebS0szLamV63TG3H9hdbsdNFjK5F1qAuXp4wsaQuXjyKq3FaMKo5fNyb5OA6LqhXtQ7qQx2Wiym3J4dFH1Yr2YdyjynYYY5zaR93j4MGDhcvF+kKbTBPaY5rQHtNF1Z9vkxraZJpwjkwT2mOa0B7Txbi2yVSS1NweH5fClWu7w978t+em9z0c7rv9cadEQSxZsDgfln+Wrj0//E5PYCvIYwAAAADWlmRwO94mXubXK6tw6eTpEA4ttr++fPTA7XB65dfmVmkPmGX/O3C0s26MhdnCn6yD2iuTo/IYxlfdchgAAAA2o3Qft6gkSYx6liUZTSwqZ7CpqOL4dWOSj+OwqFrRPox7yOONhxwefVStaB/GPapshzHGqX3UPXylNE1ok2lCe0wT2mO6qPrzbVJDm0wTzpFpQntME9pjuhjXNpnKhJUlAQAAAACgCSauLAlwLyUNoN7kMAAAAE1Sto+bZHB7//794bHHHsvngHFTJkflMYwvOQwAAECTlO3jKksCAAAAAEDtKEsCDaCkAdSbHAYAAKBJyvZxlSWBBlDSAOpNDgMAANAkZfu4ypIAAAAAAFA7ypJAAyhpAPUmhwEAAGiSsn1cZUmgAZQ0gHqTwwAAADRJ2T6usiQAAAAAANSOsiTQAEoaQL3JYQAAAJqkbB9XWRJoACUNoN7kMAAAAE1Sto+rLAkAAAAAALWjLAk0gJIGUG9yGAAAgCYp28dVlgQaQEkDqDc5DAAAQJOU7eMqSwIAJDYT5hcXw2I75rO5AaZnw8LyeothYXY6fwAAAADWpiwJNICSBlBvdcvhmflDIZyeC3Nzc+H4+W3h0PyA4e1P3h9u5+vNzZ0Otw8cDsa3AQAAKNvHnbp7924rn15laWkp7Nq1K59LZ2pqKp+qj3g32auvvprPjcb27dvDrVu38rnRqnJb0bPPPjvy49c1icfx8uXL+dRgrVZhGo+MPC42qXkshzeneTkc79reG67MnQyX4my8O/twCKeOnQk3248PMh1mOyuGMwUrxhyOg+BV2bdvX6n3jrUdPHgwnD17Np9jo7TJNLTHNLTHdKr+fJtU2mQazpFpaI9paI/pjGubTNUPNrhdQhUXHFU2tKobdZUXbJN8HIcxuL02ebxxcnj0Jnpw+575AdYYBI/tsMqL2wcffDB89NFH+RybEa8n33///XyOjdIm09Ae09Ae0zF4k4Y2mYZzZBraYxraYzpb0SbLfLYl6wfHwe2iuH79eraNci5evNi6cOFCPjdctsnaRdahLlyeMvbt21e4fBRR5bZiVHH8ujHJx3FYrKVMjsrjzcektj85PPpYS71yeKY1vzjfmhk4XxRxnYXW7HTRY52osh3GGKf2Ufc4ePBg4XKxvtAm04T2mCa0x3RR9efbpIY2mSacI9OE9pgmtMd0Ma5tci1l+7hJam6X/fVKYGuUyVF5DOOr1jk8/UDYdmcpfJjP3ive2f14WDpeXI4EAACA5inbx00yuA0A0HEpXLm2O+zNf0Nyet/D4b7bH3dKjcTSI4vzYfnnJdvzBrYBAADYmCSD22V/vRLYGmVyVB7D+KpbDl86eTqEQ4vtOtlHD9wOp08WV9tuD3xn/ztwtLNujIXZ6fxRAAAAmqpsH1dZEmiAWpc0AGqYw5fCybm59g+RzvX+kOTNM+FYz/zNM8fydVbimFu4AQAAGq9sH1dZEgAAAAAAakdZEmiAupU0AFaTwwAAADRJ2T6usiTQAPUraQD0ksMAAAA0Sdk+rrIkAAAAAADUjrIk0ABKGkC9yWEAAACapGwfV1kSaAAlDaDe5DAAAABNUraPqywJAAAAAAC1oywJNICSBlBvchgAAIAmKdvHVZYEGkBJA6g3OQwAAECTlO3jKksCAAAAAEDtKEsCDaCkAdSbHAYAAKBJyvZxlSWBBlDSAOpNDgMAANAkZfu4ypIAAAAAAFA7E1iWZCbMLy6GxXbMZ3Nrm5nP1l2YDdP5PEya+pU0kMfQq345DAAAABtXto87cWVJZuYPhXB6LszNzYXj57eFQ/PDh8XigNjj4Vq4k8/DJKpbSQN5DKvVLYcBAABgM8r2cSesLMlM2Lv7WrhyqTN38/K74c62BwbeyTk9uxAeXzoejp1bypcAW08eAwAAALC2qbt377by6VWWlpbCrl278rnh4m3irVar1Gj61NRUPjUKsZTB3nBl7mTojIv1z6+IA2KHw6lw7MzNOBMWDodw6tiZkM3dI5ZGOHv2bD43Gg8++GD46KOP8rnRqnJb0cGDB0d+/Lom8TiWOXYx/4Ypk6PyePMmNY/l8OY0L4dHI+Zw/DZHVfbt2xcuX76cz7EZVZ5DJpk2mYb2mIb2mE7Vn2+TSptMwzkyDe0xDe0xnXFtkyn6wVGSwe31SN2hjoNbRw/c156+c/7NcPvAp0oMik2H2YWjIf+zFXfOh+MFA2NVXHBU2dCqbtRVXrBN8nEcZq0TQmryuNiktj85PHp1z+EqxHb46quv5nOjt3379nDr1q18js0Yp1yrM20yDe0xDe0xnWeffbbSz7dJpU2m4RyZhvaYhvaYzla0yTLvXbJ+cBzcLorr169n20gv2+QIY6Y1vzjfmunOT8+2FhZmW9Or1imINdbLOtSFy1NGlrSFy0cRVW4rRhXHrxuTfByHRdWK9iFdyOMyUeW25PDoo2pF+zDuUWU7jDFO7aPucfDgwcLlYn2hTaYJ7TFNaI/pourPt0kNbTJNOEemCe0xTWiP6WJc22QqSWpux9vEy/x65ehdCleu7Q5789+em973cLjv9sedOzhjyYLF+TD8Z+lgMpXJUXkM46teOQwAAACbU7aPm2Rwu+yvV1bh0snTIRxabH99+eiB2+H0yf4qvdA8ZXJUHsP4qlsOAwAAwGaU7eMmGdweL5fCybm5dn3Yud4avTfPhGP31OzNxccG/AgdsBXkMQAAAADDTVhZEqCIkgZQb3IYAACAJinbx524siTAvZQ0gHqTwwAAADRJ2T7uBJYlAQAAAABg0ilLAg2gpAHUmxwGAACgScr2cZUlgQZQ0gDqTQ4DAADQJGX7uMqSAAAAAABQO8qSQAMoaQD1JocBAABokrJ9XGVJoAGUNIB6k8MAAAA0Sdk+rrIkAAAAAADUjrIk0ABKGkC9yWEAAACapGwfV1kSaAAlDaDe5DAAAABNUraPqywJAAAAAAC1oywJNICSBlBvchgAAIAmKdvHVZYEGkBJA6g3OQwAAECTlO3jKksCAAAAAEDtKEsCDaCkAdTb5ObwTJhfXAyL7ZjP5gAAAKB8H1dZEmgAJQ2g3iY1h2fmD4Vwei7Mzc2F4+e3hUPzhrcBAAAo38dVlgQA2AIzYe/ua+HKpc7czcvvhjvbHgjTnVkAAABY09Tdu3db+fQqS0tLYdeuXfnccPE28VarVWo0fWpqKp+qj/h1adgq8Y7GtcT8G6ZMjspjGA05PEgsSbI3XJk7GTrj2/3zq8lhAACAeqiqHxwlGdxejzoOisG4W+uEkJo8hrSamcPrG9wGAABgcqTqBytLAgBsvekHwrY7S+HDfBYAAADWkmRwO94mXubXK4GtUSZH5TGMr8nM4UvhyrXdYW/+G5LT+x4O993+ONzszAIAANBgZfu4ypKMmZn5xXBo2/lw/NiZ0XTwp2fDwtED4b589s754+HYmVFsKX69/FDY3Z6+Fk6P8mvmlb2m1Ub+Xq2DsiTjZTLyWA5Xqbk5XGE7W5fe/YruhPPHj4UKmuVEG6ecq5++NnntdJg7qYDPum3R583kytrlwgPhnJxep3H97KszbXFTnBsT8VmdmmvHzeprk2PYp1GWZALFxH08u8C5k8+PxCfvD7dPz7ULu8/NnQ63DxwOs9P5YwnNzB8K2ZVaezvHz28Lh+bzW/NGoaLX1KuS94pampQ8lsNU41I42X7fY4xb5z4OOHT3zcD2Zsm5TZrZu3xOnps7Hs5ve3zk58mJtAWfN5NqenYhLK7qMFNWpddYDaAtJuDcmIbP6qRcO6bSjD6NsiRjIn4oP750PBw7t5QvGZFLJ8PKPx5+GJZGcqaYCXt3XwtX8u3cvPxuuLPtgTCy83olr2lFZe9VQpNZ0mD8TE4ey+FxI4epszrm3NhZdZ78ZLj/vtvhY//gsn4Vf95MsptnjoW54+cNOqxbxddYDaAtJuDcmIbP6mRcO9JVto+bZHB7//794bHHHsvnWK+YuIfDqeq/+jO9Lzwc3g2XR73Zmx+H2/fdn53eKzDi17Rl79UmlclRebw5E53HcnjLyeGtsDscWlwMi1ksuO1mw+qac+NpOswuxDa5N1xRxmDzqroOhmGqvMaCMpwbN8ln9Wa5dkyt3n2asn1cNbe3QEzWowc6Fa3unP9fw7sP/z9DPrviTpq6Qqu3dbznBBFr7zwelkZSbyc+d+/JvH9+VEb5mqL4QXV0ZO/VZqi5Xb3JzmM5XDU5vLUG51g06nY5Wao8N04ybTKN6j8/J9PA4xjr9B4O4ZR8Xof+a6r+eTZEW0zEuTEdx3Jjxre/Vn/j2SaT9YPj4HZRXL9+PdtGORcvXmxduHAhnxsu26QYFtOzrYWF2dZ00WPJYqY1v7jQmp0ueixFxOefb8105yfiNRVEJa+rXKylTI7K44RR+zYvh6uOtcjhrYzp1uxCxW1zUmOMcq7uMTO/2JqfKX5MrBVb8HkzqSGnNxBbcY3VgHAcE4RzY+rwWZ0g5HbCGM8+zVrK9nGVJWma+K/aI//XmkvhyrXdYW/+2yjT+x4O993+eHT/ylbJa6o3JQ0mzMjbvBweN3K4YjPzYfn3veLXc9VMZItNz873/ChVrNl7Jyx9mM9Sns8btlzF11hQhnNjEj6rGTsT0Kcp28dVlmTcxA+WEX6lqvdrhV33ft01hfiVh+6vVsdfZx3dV+2qe019RvxerUdLSYPxMhF5LIerJIfHTGwbRw+Ebqu8dnqu5weC2LAxyrnayToni4c6Z+RIm9yYLfu8mUD9x1KbXI/qrrGaQFvcPOfGRHxWp+facXNq0KdJ1Q9OMrgdf70y7lCp0XQdakhurRNCmRyVx7B15DAAAABNkqIfHLlzGybAWieE1OQxpCWHAQAAaJJU/eAkNbcBAAAAAKBKSQa3423iFy9ezOeAcVMmR+UxjC85DAAAQJOU7eMqSwITQEkDqDc5DAAAQJMoSwIAAAAAQGMpSwINoKQB1JscBgAAoEnK9nGVJYEJoKQB1JscBgAAoEmUJQEAAAAAoLGUJYEGUNIA6k0OAwAA0CRl+7jKksAEUNIA6k0OAwAA0CTKkgAAAAAA0FjKkkADKGkA9SaHAQAAaJKyfVxlSWACKGkA9SaHAQAAaBJlSQAAAAAAaCxlSaABlDSAepPDAAAANEnZPq6yJDABlDSAepPDAAAANImyJAAAAAAANFaSO7fjbeJxtP2xxx7LlwDjpEyOymMYX3IYAACAJinbx628LAkAAAAAAGyWsiQAAAAAANROksHteJt4mV+vBLZGmRyVxzC+5DAAAABNUraPqywJAAAAAAC1oywJAAAAAAC1oywJNICSBlBvchgAAIAmKdvH3ZKyJK+//no+BWzW008/nU9VSx5DGnIYAACAJknZD96ywe3Pfe5z+RywUT/4wQ+2dGBMHsPmyGEAAACaJHU/WFkSaAAlDaDe5DAAAABNUraPm2Rwe//+/eGxxx7L54BxUyZH5TGMLzkMAABAk5Tt4yYZ3AYAAAAAgCopSwINoKQB1JscBgAAoEnK9nGVJWmiH30rPP30t8KP8tl75pk4ShpMIHncKHIYACriGgsAxkLZPq6yJJPiwovhU5/61Eq8eCF/YIiUF2ou+mDz5DEAQHqusQBgYilLMgF+9K2nw6e+HMK3f/zj8OM8vh2+G9a8ZPv0V8Lrr38lfDqfZXIpaTD+5DHDyGEA2BjXWABQT2X7uMqS1N6PwvnvhHDsra+HL+RLoi98vTPfvphbvkvh6fCt3tsFVt1BcCO8/HTfevnj33oxLnuxfQFY/Hw/Ct/66kL44Q8Xwv5s+dNxYfzbe9ZjqyhpMO7kMcPJYQDYCNdYAFBXZfu4ypLU3Y/Oh+/88DNh+4BbCj79ldeX71D48bc/ExZeHnCPwg+vh52/31nvrWMhLHw1v5DLLsJufDEu71wAFj/fp8NXfv9Y+Oxnj4W3suWvf+VWeHH/jfBb3fXe+lL4Tvf5gHvJYwCA9FxjAcDEU5ZkEnx2Z9ieT96j966AL58O4fqt4gunz34pHMgv+j594Evhsz+8EW7Fmewi7EjvbQ5lnu9Ht8L1cDp8ubve/ninQv58bAklDWpAHjOEHAaADXKNBQC1VLaPqyxJ3X16e/jMD78TzhddhcWLq/3fCV96q3tXwLHw2fyhDVnP8+V3JizfuZDfzcDWUNJgzMlj1iCHAWADXGMBQG2V7eMqS1J7XwhH4lfj9nfqvHVdeDGf77nL4EfnvxN+2Jkcqr3eoS8WX2ANe77uHQfti8iFMOhbfUA/eQwAkJ5rLACYdMqSTIBY2+2tY9dXvtqWxZdDdsH16a+E3/pM54dL4rKv3vjM4LsHsgus7nr7v/Ol8NbXCy7Xhj1ffOxQ5+t1T39re/j6W8fC9S+v7M+nln+Mha2gpMH4k8cMI4cBYGNcYwFAPZXt407dvXu3lU+vsrS0FHbt2pXPpfX666+Hz33uc/kcsFE/+MEPwtNPP53PVUsew+bJYQAAAJokdT9YWRIAAAAAAGpHWRJoACUNoN7kMAAAAE1Sto+bZHC77K9XAlujTI7KYxhfchgAAIAmKdvHVZYEAAAAAIDaSfKDkvE28VarVfqOsfgjVkAaZYrwl8lReQxbQw4DAADQJKn6wVGSwW0AAAAAAKiSsiQAAAAAANROksHteJt4mV+vBLZGmRyVxzC+5DAAAABNUraPqywJAAAAAAC1oywJAAAAAAC1k2xwO94qDtSbPIZ6k8MAAAA0SbLB7f379+dTwLj58MMPwz/9p/80nxtMHsN4ksMAAAA0Sdl+sJrbAAAAAADUTrI7t//9v//34R/8g3+QzwF1JI+h3uQwAAAATZJscPuXf/mXw9/7e38vnwvhpz/96aran6Y7THeY7hj1dPSNb3wjvP/++/nccPLYdJfpjq2a7iWHTUemO0x3mO4w3WG6w3SH6Q7THaY7THeY7jDdMc7T0Xr6wckGt6NPfOIT+VRo10RptVYqnpjuMN1humNU070nhb/9t//2ukoMyWPTkemOrZqWw6Yj0x2mO0x3mO4w3WG6w3SH6Q7THaY7THeY7hj36Y32g9XcBgAAAACgdpLeuQ0AAAAAAFUwuA0AAAAAQO0Y3AYAAAAAoHYMbgMAAAAAUDsGtwEAAAAAqB2D2wAAAAAA1I7BbQAAAAAAasfgNgAAAAAANRPC/x/z7L0+ib6fdwAAAABJRU5ErkJggg=="
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The inputs panel of the lockbox module should look like the following:![image.png](attachment:562c4444-1880-4b8c-8a67-0ed3e8355a8b.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Configure output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "piezo = lockbox.outputs.piezo\n",
    "piezo.sweep_amplitude = 1.0\n",
    "piezo.sweep_frequency = 5.0\n",
    "piezo.sweep_waveform = \"ramp\"\n",
    "piezo.output_channel = \"out1\"\n",
    "\n",
    "piezo.assisted_design = False\n",
    "piezo.dc_gain = 180e-9  # in m/V\n",
    "\n",
    "piezo.p = 80  # open-loop proportional gain\n",
    "piezo.i = (\n",
    "    1.6e6  # open-loop integral unity-gain frequency (if plant gain was a constant = analog_dc_gain)\n",
    ")"
   ]
  },
  {
   "attachments": {
    "8d02d775-26be-40fd-a0dd-23bff1684c1c.png": {
     "image/png": 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    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Output piezo panel should look like the following:![image.png](attachment:8d02d775-26be-40fd-a0dd-23bff1684c1c.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Monitor error signals"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "p.lockbox.sweep()  # activate the lockbox sweep\n",
    "\n",
    "# Let's save 2 different states for future use (see example2_pdh_generation for details)\n",
    "# The automatic input signal calibration of the HighFinesseFabryPerot requires the scope state autosweep_zoom\n",
    "## autosweep for full ramp visualization\n",
    "scope = p.rp.scope\n",
    "scope.duration = 0.2  # in s\n",
    "scope.input1 = \"in1\"  # Reflection signal from cavity\n",
    "scope.input2 = (\n",
    "    \"lockbox.inputs.pdh\"  # This gets automatically replaced by the right IQ module (iq1 here).\n",
    ")\n",
    "scope.rolling_mode = False  # Use actual trigger to synchronize the acquistion\n",
    "\n",
    "scope.trigger_source = \"asg0\"\n",
    "scope.run_continuous = True  # Acquire data continuously and plot in the scope GUI.\n",
    "\n",
    "# Let's save the scope state for future use\n",
    "scope.save_state(\"autosweep\")  # state can be loaded with scope.load_state('autosweep')\n",
    "\n",
    "## autosweep_zoom for full detailed view of the error signals\n",
    "scope = p.rp.scope\n",
    "scope.duration = 0.005  # in s (better resolution of the pic)\n",
    "\n",
    "scope.trigger_source = \"ch1_negative_edge\"\n",
    "scope.threshold = 0.8  # in V\n",
    "scope.run_continuous = True  # Acquire data continuously and plot in the scope GUI.\n",
    "\n",
    "# Let's save the scope state for future use\n",
    "p.rp.scope.save_state(\"autosweep_pdh\")"
   ]
  },
  {
   "attachments": {
    "67bd1ee8-5efa-4b7d-9329-0301e1345a32.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The scope GUI should look like the following (right-click on the load, save, erase items at the top of the panel to manipulate module states graphically: ![image.png](attachment:67bd1ee8-5efa-4b7d-9329-0301e1345a32.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## calibrate inputs "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "unsupported operand type(s) for -=: 'NoneType' and 'float'\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p.lockbox.calibrate_all()"
   ]
  },
  {
   "attachments": {
    "520f20a1-d0f2-4afe-9987-807a1caae4d9.png": {
     "image/png": 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    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The error signal amplitude and offsets are now calibrated in Volts:![image.png](attachment:520f20a1-d0f2-4afe-9987-807a1caae4d9.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Configure lock-acquisition sequence"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "sequence = p.lockbox.sequence\n",
    "\n",
    "# remove all stages in the sequence (except for the first)\n",
    "while len(p.lockbox.sequence) > 1:\n",
    "    p.lockbox.sequence.remove(p.lockbox.sequence[-1])\n",
    "\n",
    "# configure first stage\n",
    "stage0 = p.lockbox.sequence[0]\n",
    "stage0.outputs.piezo.lock_on = False  # Can be either True, False, or \"ignore\"\n",
    "stage0.outputs.piezo.reset_offset = True  # reset integrator offset at 1 V\n",
    "stage0.outputs.piezo.offset = 1.0\n",
    "\n",
    "# Create and configure second stage\n",
    "sequence.append({})\n",
    "stage1 = p.lockbox.sequence[1]\n",
    "stage1.input = \"reflection\"\n",
    "stage1.setpoint = -3.0  # in units of cavity linewidth\n",
    "stage1.duration = 0.6  # time before switching to next stage\n",
    "stage1.gain_factor = 1e-3  # Gain to apply compared to output transfer function\n",
    "stage1.outputs.piezo.reset_offset = False\n",
    "stage1.outputs.piezo.lock_on = True\n",
    "\n",
    "# Create and configure third stage\n",
    "sequence.append({})\n",
    "stage2 = p.lockbox.sequence[2]\n",
    "stage2.input = \"pdh\"\n",
    "stage2.setpoint = 0  # in units of cavity linewidth\n",
    "stage2.gain_factor = 1.0  # Gain to apply compared to output transfer function\n",
    "stage2.outputs.piezo.reset_offset = False\n",
    "stage2.outputs.piezo.lock_on = True"
   ]
  },
  {
   "attachments": {
    "7961c734-d22a-460e-a2e6-d77a9fc0d132.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The lock acquistion sequence panel of the lockbox should look like the following: ![image.png](attachment:7961c734-d22a-460e-a2e6-d77a9fc0d132.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Check lock acquisition sequence (scope in rolling mode)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## Configure the scope in \"rolling mode\" (only allowed for duration >0.1s)\n",
    "\n",
    "p.rp.scope.duration = 8\n",
    "p.rp.scope.rolling_mode = True\n",
    "p.rp.scope.input1 = \"in1\"\n",
    "p.rp.scope.input2 = \"out1\"\n",
    "p.rp.scope.save_state(\"rolling_8s\")\n",
    "\n",
    "p.rp.scope.run_continuous = True\n",
    "\n",
    "# launch the lock sequence\n",
    "p.lockbox.lock()"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In rolling mode, the traces slowly roll from right to left. This is a convenient configuration to monitor non-periodic signals such as lock-acquisition sequences:\n",
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Acquire data for figure"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Lock acquisition sequence"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cancel acquire\n",
      "cancel acquire\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from pyrpl.async_utils import sleep, wait  # allows to sleep without freezing the GUI\n",
    "from pylab import plt, np\n",
    "\n",
    "scope = p.rp.scope\n",
    "\n",
    "CHANNELS = [\n",
    "    [\"in1\", \"iq1\"],  # Channels to record\n",
    "    [\"in1\", \"out1\"],\n",
    "]  # (2 successive acquisitions are needed since the scope only has 2 channels)\n",
    "channel_data = np.zeros((len(np.array(CHANNELS).flatten()), 2**14))\n",
    "\n",
    "scope.duration = 1  # 1 s trace duration\n",
    "scope.threshold = 0.8  # set threshold slightly above reflection at resonance\n",
    "scope.trigger_source = \"ch1_negative_edge\"\n",
    "scope.rolling_mode = False\n",
    "scope.average = False  # don't average out high-frequency noise\n",
    "times = p.rp.scope.times  # x-axis for the plot\n",
    "\n",
    "for index, (ch1, ch2) in enumerate(CHANNELS):  # acquire pairs of channels successively\n",
    "    scope.input1 = ch1\n",
    "    scope.input2 = ch2\n",
    "    p.lockbox.unlock()  # unlock the lockbox\n",
    "    res = p.rp.scope.single_async()  # Launch scope acquisition (scope waiting for trigger)\n",
    "    sleep(0.5)  # give some time to acquire pretrig data\n",
    "    p.lockbox.lock()  # Trig should occur at the end of the lock sequence\n",
    "    channel_data[2 * index : 2 * index + 2] = wait(res)  # wait for trigger and recover scope data\n",
    "\n",
    "# quick display of acquired data\n",
    "plt.close(\"all\")\n",
    "plt.figure()\n",
    "for ch_data in channel_data:\n",
    "    plt.plot(times, ch_data.T)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Save data\n",
    "import h5py\n",
    "\n",
    "kwds = dict(times=times, channel_data=channel_data)\n",
    "\n",
    "with h5py.File(\"./data/data.h5\", \"w\") as f:\n",
    "    for key, value in kwds.items():\n",
    "        dset = f.create_dataset(key, data=value)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Error signals"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cancel acquire\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x171f9558f70>,\n",
       " <matplotlib.lines.Line2D at 0x171f9558fd0>]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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jsr7RzKrD+WbgXGBtDHkSGeQpmHVyMP/cv8eXbip15Lp8DkwTDQQ9KhHI0cs6ELh7P/BR4AHgReB77r7GzG4ws/RTQF8A6oHvZzwmugxoM7PngUeBm9xdgUDi5alw0BigLsZxi195LJjOWBxZWaASwbr7R95PZAyxdDHh7vcB92Wsuy4yf+EIxz0BnBpHHkRG5CmwMqiZDtPmjbn7uP3HR4LpsWcNritUG8GaH8A7vpGf80rR0ZvFUvx8IAgE3Xth3b3xpbt/azB96xcjK/NZIoicJ/1UlMhRUKdzUvw8BWWRH8rUwNDlbFXXD84XokQw82RoOCY/55SipBKBFL901VDa2h9ln2bHSyNsKEAbQX83bHgwP+eUoqRAIMXPPQgE5/5VsPzfXxx193G5Jexb6MS3Dl2f9xKBwfT5QwOdyATp7pHilwrbCM7+ULC8/YXs0ov+0F/+bxkb81wisDJYcG4w33coP+eVoqNAIMUv/YM5LdLFVTZ/tT8V+fGfMn3otnyXCKwMpodPQnUe8R6nyLgoEEjxS/9gmg2ue/r/H316D/zdKBsLUCJIPxLbuXn0/UVGoEAgxS+zsRjg/k8eXVqr7xmc//TeI7fne8ziaEnnW5fn57xSdBQIpPilfzABrol0OjfRnkgH+uDuDwwuR0sYgyvJ63sEVgYNo3X2KzI2BQIpftH3CKqnDq7//KIJpOHwmUj3FNeNMP5xvtsIysqhXK8DSXYUCKS4pX+Uo1VDV0Wqd66fNnYafYfgH6cPXVc20n+d4UoJOeKpI0slO9fn7/xSNBQIpLilX7qKBoLFGV1fXT8N9m0duq6/N5hueRZunJ2x/yTp8jna9jE77LLrW39UuPxIYqlMKcUtFY5XnPmX87Xb4cZZg8tfXDa+9EaqEkorxOOjAOdcDSv/Ajpfy8+5paioRCDF7XCJIKNvocqa4Z/6Gcnv/k1QEhixSiitAI+PApzxJ5H1+Ro0WYqFAoEUt+GqhtLMgmDwtptHT+OTG+GC60bf53CaFKZEEC3xZLZniIxBVUNS3EYLBBD8gLa+P/jEokAlAoB3fRvuuiqY79k/9AkpkVGoRCDFzdNtBHm61QvVRgCw7A8G5//33CP3FxmBAoEUt3SJIM7xB0ZVgBfKot591+D8eB6NFUGBQIrdcO8R5NKwbxvnyHDvEZx4MRx33uDy9dM0nrGMSYFAittYbQQ5OWeBqobS3psx8M53rwwCwvXT4EBHfvImiaJAIMVtpPcIcqaAjcVRI7309s+Lg4DQsS4YZW3/dmj7+tjBq7cLXrgbUqns8iyTUixPDZnZxcC/AOXAbe5+U8b2auAO4CxgF/Aud98UbrsG+CAwAHzM3R+II08jSqVgoAcqp4y9b/o/h/s4nh+PpA/j3z8bfYfG9z0mI/f8/DiP9B5BrhSysTjT9Z3B/XhD45Hbbjln6PJP/nro8jFnwm9/BGadAjOXwj/NCdbf88Ej0zrhEnjpfqidETyK27wkuN6H9gTH9vfAzpeg+USoaw6CUP+hoLO82mZI9QXXLNUPlbUw0AvdnVBRPXS8h/2vw/bVQbfbM5bAvvZgfqL3USoVnKuiaux9+3uDfatqgz8q3IP2pqO9dw/tCdKobRp6jvJK6D0IVXX5rV4MZR0IzKwcuAW4CGgHnjGzle6+NrLbB4E97r7YzK4EPge8y8xOAq4ETgaOAR4ysxPc0496xOwH/wtW3ZmTpCVi5skw5zegfmbwH3/hG2Dv5qAbhOnzg/9Imc+6L/sDeOOnoGVZvJ2o5b1qaJKUCNLKyoJ3JXa+BL+8A5788vjS3vrL4X/0h/NS2AbRtQu+9yej7yvZu6Y99keD4/gfdw6wwd03ApjZncBlQDQQXAZcH87fDXzZzCxcf6e79wCvmNmGML0nY8jXkRQE8mPHmuAzES/+OPiM5Ny/hOPPH9oQOh75DgSTqUSQZgYtJ8Jbbgw+W38F6x+CRz+b+zxK/LY8O/H/B2OIIxAcC0SHRmoHfnOkfdy938w6gRnh+qcyjh22c3Uzuxq4GmD+/PlHl9Pf+Rg88a9Hd6wU1uP/EnzSrDz4y6iqdvTj8v0ewWQrEQznmDOCzxtHGZynex88/VV4JBIsPvw4zD5lcLm/JxjToawctq8JqnR6D0L7M0G1z76t8NQtwb5WNhiUK2uhryuYbz4xGFktvSxjW/TG2JNMzJvF7n4rcCtAa2vr0f1Pe/Nngo+MTyp8PHGgN6ivheA/elllUKfZ1xXUaaa5Bz8ClVOg+YRgfutzwY/1g9dDT0YD5orNUNMQzG9fA+1t8OOPjS9vPjBYb33t9qDvoGG/QxgI8vUeQV5LBMO8RxCXmgb4vU8Gn5FUVEND+G9QP3Nw/SmRHlAv/qfc5E9iFUcg2ALMiyzPDdcNt0+7mVUA0wgajcdzrBRKusE7HQRg6A9/dB6CH8F5kUbIhW8IPgCtkZG99r8eTNNBAGDWycHnrOVD00wNwM8+D2v/Azp+PXw+b5wVVBv9yQ+P3JbvxuJCj0cgchTi+HPiGWCJmS0ysyqCxt+VGfusBNL/w68AHnF3D9dfaWbVZrYIWAI8HUOeZDKbOjv4jEdZObzpGvjIL4KnYK7vhL/vgN/8s6H7vfwI/ODqI48/XCLI55PSk7xqSCRD1neRu/cDHwUeAF4Evufua8zsBjO7NNzta8CMsDH448CK8Ng1wPcIGpb/E/hIzp4YkuJRUQWX3BQEhQ8/Prh+1V3w6hND91VjsciYYmkjcPf7gPsy1l0Xme8G3jHCsTcCN8aRDylBs0+Bf9g5OJ7wNy6B63YPtgkcbiwu1qohBQLJnu4iSb7ySvjbVwaXb4i8rFPUjcUKBBIP3UVSHGqb4JS3Dy6n3/AuSIngKALBQF/QD9ChvYPjJY9FgUBikpjHR0XGdMXXYfU9wfzP/0/w6GP6r/N8lggm0h/PgY6g/5+R/PHdsPjC4Z8OUiCQmOgukuJywiXBNP0iVN47nYNxlQgO7gw6fxstCAB854qRh57M5XsEUlJ0F0lxeecdQ5fzXTU0noDT3QlfOH5i6Q43yIxKBBITVQ1JcYn2KLnufqiqD+bzNkIZozcWd3fCTRldpCx6I7z9a1DfMnR9Zzt86eTB5eunDe1e2lP5/V5StPTnhBSv7y0v0JvFowSCaBCw8uCHffnKI4MAwLS5R44rEA0yKhFITHQXSfH58M+DaXnV5Bq8Plq9c9U98Ond40vz03sH56PtBQoEEhPdRVJ8Zp4UTHv3RwYKKnCJIDM4LL5wAklaEDgypQYUCCQWuouk+ER/9AvRWDxciSD6l/xIw0iOJho4dq4PpioRSEx0F0lxy3unc2O0EWR2ljcRtTOC6b1/E0w9lce2DylmCgRSnKrDLq7TI6UVso0g/Rc8BJ3lHa2/fD6YvvKzYKr3CCQmuoukOJ3/D8F037ZgWshO577cGk/SmePUajwCiYkCgRSndFVQ29fC5XxWoYxQNfSJ9cOvPxqpAbURSGx0F0lxWhYOhdEUvsFbqMbiaL9D0eEcs/XE/1WJQGKjQCDFaUrT0OVCDV7/8y8G05al8SR/2pXB9BdfVYlAYqO7SIpTedh7yu6Xg2m+nhrKLBE88plgGh2zORsX/WMwnX0qoMZiiYfuIikNhe5i4qz3xZN8/axguv6BsPsMVQ1J9hQIpHjNWDI4n9cRyoZZX1EdX/pTGoMXzPT4qMREd5EUrxmRrp4L0UaQqyErj20NxjNQY7HEJKv/HWbWZGYPmtn6cNo4zD6nm9mTZrbGzFaZ2bsi275pZq+Y2XPh5/Rs8iMyxGtPDc4XYjyCva8F0+YT4z1H/Uw42AF7X4X1P403bSlJ2f6ZtAJ42N2XAA+Hy5m6gPe6+8nAxcDNZjY9sv2T7n56+Hkuy/yIDFr61sH5QoxHsH11MD3p0njTr5kejG0McGhPvGlLSco2EFwG3B7O3w5cnrmDu7/k7uvD+a3ADmCYztdFYta0aHA+r3XpYSB45b+CaXr4zLhMaYS+g/GmKSUt2/8ds9w9fIef14FZo+1sZucAVcDLkdU3hlVGXzKzEVvUzOxqM2szs7aOjo4ssy0loTrS/38h+hpKn3P2qfGeY+1/xJuelLwx/3eY2UNmtnqYz2XR/dzdGaXbRTObA3wLeL97etgorgGWAmcDTcCnRjre3W9191Z3b21pUYFCxqGmYXC+EOMRPPVvwTQ6fGYc5kb6LqptjjdtKUljjlns7iOOoGFm281sjrtvC3/od4ywXwNwL3Ctux9uwYuUJnrM7BvAJyaUe5HRVEcCQaHHI4jTme+FZ78ZzJ9xVW7PJSUh2/LySmB5OL8c+FHmDmZWBfwQuMPd787YNiecGkH7wuos8yMyqNAlAoD5vx3/KaJVXhq8XmKQbSC4CbjIzNYDF4bLmFmrmd0W7vNO4PeA9w3zmOh3zOwF4AWgGfhslvkRGTSkRFCgLiZeezL+c9QUoKQjRW3MqqHRuPsu4IJh1rcBHwrnvw18e4Tjz8/m/CKjqqwdnM/3eAR9h4Lpme+N/xTVhSjpSDHTm8VSvKLdPudtqEoAH3zOf87p8SdfWcPhgKMSgcRAgUCKV1V9/s+Zrhrq3hssT5meoxOF1U8qEUgMFAikeOW1FJAWNhan3/jNHBchbgoEEgMFApE4pUsE6X6OKmpyfD4FAsmeAoFIrMISweM3B4tlWT2PMbJjzgjTVyCQ7CkQiMQpXSJIj5ncEnPPo4fPEwaAXAUaKSm6i6S4nfYu2LE2jycMSwS1M4LF6qm5Oc2WtvB0+ltOsqdAIMXtj27N7/nS4xGkq4ZyNXDM3LOh/RlVDUks9OeESNxy3NUQANPmBtOe/Xk4mRQ7BQKRWIVVQ7mustnwcDD96d/n9jxSElQ1JBKndGPxsWfl9oW2nn25S1tKjkoEIrEKSwS9B6GqLnenedvNwfSNw40OKzIxKhGIxMkISgQ71gZjC+dK6/vh5D/MYRcWUkpUIhCJVWQ8gteeyO2pFAQkJgoEInGKjkdw+h8XNi8i46RAIBK7MBA0HFPYbIiMkwKBSKwM+nuC2Vx3OCcSEwUCkTiZDY5OVjmlsHkRGScFApFYGQyEJYJX/ruwWREZJwUCkThF+xY68eLC5UNkAhQIRGIVCQTpHkhFJrmsAoGZNZnZg2a2Ppw2jrDfgJk9F35WRtYvMrNfmNkGM7vLzKqyyY9IwUVLBGosloTItkSwAnjY3ZcAD4fLwznk7qeHn0sj6z8HfMndFwN7gA9mmR+RAosGgurCZUNkArINBJcBt4fztwOXj/dAMzPgfODuozleZNJTiUASIttAMMvdt4XzrwOzRtivxszazOwpM7s8XDcD2Ovu/eFyO3DsSCcys6vDNNo6OjqyzLZIjqhqSBJozE7nzOwhYPYwm66NLri7m9lIQ3IscPctZnYc8IiZvQB0TiSj7n4rcCtAa2trPob+EDkKCgSSPGMGAne/cKRtZrbdzOa4+zYzmwPsGCGNLeF0o5k9BpwB3ANMN7OKsFQwF9hyFN9BZPKIlgiqaguXD5EJyLZqaCWwPJxfDvwocwczazSz6nC+GTgXWOvuDjwKXDHa8SLJEgkE5WoslmTINhDcBFxkZuuBC8NlzKzVzG4L91kGtJnZ8wQ//De5+9pw26eAj5vZBoI2g69lmR+RwjI9NSTJk9XANO6+C7hgmPVtwIfC+SeAU0c4fiNwTjZ5EJlcFAgkefRmsUicoiWCcr0fKcmgQCCSC+VVQ4OCyCSmQCCSC3p0VBJEgUAkTulSgKqFJEEUCERiFQYCNRRLgigQiMRJJQJJIAUCkThZeTBVIJAEUSAQiVOZAoEkjwKBSJwOlwiyeldTJK8UCETilC4RpAOCSAIoEIjEycL/UmUqEUhyKBCIxCldIihTiUCSQ4FAJE7pKiHTfy1JDt2tInFSiUASSIFAJE4qEUgC6W4ViVO6JPDyI4XNh8gEKBCIxEklAUkg3bUicVLbgCSQAoFInNJtBKe+o7D5EJkABQKROJWpsViSJ6u71cyazOxBM1sfThuH2edNZvZc5NNtZpeH275pZq9Etp2eTX5EJg0FAkmQbO/WFcDD7r4EeDhcHsLdH3X30939dOB8oAv4aWSXT6a3u/tzWeZHpLA8FUwVCCRBsr1bLwNuD+dvBy4fY/8rgPvdvSvL84pMTulA0N9d2HyITEC2gWCWu28L518HZo2x/5XAdzPW3Whmq8zsS2Y24vh+Zna1mbWZWVtHR0cWWRbJoY51wXT1PYXNh8gEjBkIzOwhM1s9zOey6H7u7oCPks4c4FTggcjqa4ClwNlAE/CpkY5391vdvdXdW1taWsbKtkhhqNdRSaAx71p3v3CkbWa23czmuPu28Id+xyhJvRP4obv3RdJOlyZ6zOwbwCfGmW+Ryalzc6FzIDJh2VYNrQSWh/PLgR+Nsu+7yagWCoMHZmYE7Qurs8yPSGHNWBJMz/2rgmZDZCKyDQQ3AReZ2XrgwnAZM2s1s9vSO5nZQmAe8LOM479jZi8ALwDNwGezzI/I5FDXXOgciIxbVhWa7r4LuGCY9W3AhyLLm4Bjh9nv/GzOLzLp/M5fQF8XnP2nhc6JyLipZUskTtX18ObPFDoXIhOit15EREqcAoGISIlTIBARKXEKBCIiJU6BQESkxCkQiIiUOAUCEZESp0AgIlLiLOg0NFnMrAN4NQdJNwM7c5BuMdE1Gp2uz9h0jUaXy+uzwN2P6L45kYEgV8yszd1bC52PyUzXaHS6PmPTNRpdIa6PqoZEREqcAoGISIlTIBjq1kJnIAF0jUan6zM2XaPR5f36qI1ARKTEqUQgIlLiFAhEREpcSQQCM2syswfNbH04bRxhv+XhPuvNbHlk/Vlm9oKZbTCzfw3HWI4e9zdm5maWyPEJc3V9zOwLZvZrM1tlZj80s+l5+kqxMbOLzWxd+N1WDLO92szuCrf/IhyWNb3tmnD9OjN7y3jTTJK4r4+ZzTOzR81srZmtMbO/zOPXyYlc3EPhtnIz+5WZ/STrTLp70X+AzwMrwvkVwOeG2acJ2BhOG8P5xnDb08BvAQbcD1wSOW4e8ADBC27Nhf6uk+n6AG8GKsL5zw2X7mT+AOXAy8BxQBXwPHBSxj5/DnwlnL8SuCucPyncvxpYFKZTPp40k/LJ0fWZA5wZ7jMVeCmp1ydX1yhy3MeBfwd+km0+S6JEAFwG3B7O3w5cPsw+bwEedPfd7r4HeBC42MzmAA3u/pQHV/+OjOO/BPwtkORW95xcH3f/qbv3h8c/BczN3VfIiXOADe6+0d17gTsJrlVU9NrdDVwQloguA+509x53fwXYEKY3njSTIvbr4+7b3P2XAO6+H3iRYcY7T5Bc3EOY2VzgrcBtcWSyVALBLHffFs6/DswaZp9jgc2R5fZw3bHhfOZ6zOwyYIu7Px97jvMrJ9cnwwcISgtJMtJ3HnafMOh1AjNGOXY8aSZFLq7PYWEVyRnAL+LMdJ7l6hrdTPAHaCqOTBbN4PVm9hAwe5hN10YX3N3NLOu/3s2sFvg7guqPSS/f1yfj3NcC/cB34kxXipeZ1QP3AH/l7vsKnZ/JxMzeBuxw92fN7Lw40iyaQODuF460zcy2m9kcd98WVmXsGGa3LcB5keW5wGPh+rkZ67cAxxPU2z0fto3OBX5pZue4++tZfJWcKMD1Saf9PuBtwAVh1VGSbCFoA0ob8t0y9mk3swpgGrBrjGPHSjMpcnJ9zKySIAh8x91/kJus500urtGlwKVm9vtADdBgZt9296uOOpeFbkzJxwf4AkMbQz8/zD5NwCsEDaGN4XxTuC2zMfT3hzl+E8ltLM7J9QEuBtYCLYX+jkd5XSoIGsUXMdjQd3LGPh9haEPf98L5kxna0LeRoOFwzDST8snR9TGCdqabC/39Jus1yjj2PGJoLC74hcrTP8YM4GFgPfBQ5AesFbgtst8HCBpkNgDvj6xvBVYTtNp/mfCN7IxzJDkQ5OT6hPttBp4LP18p9Hc9imvz+wRPrrwMXBuuuwG4NJyvAb4fftengeMix14bHreOoU+aHZFmUj9xXx/gDQQPXqyK3DdH/OGVpE8u7qHI9lgCgbqYEBEpcaXy1JCIiIxAgUBEpMQpEIiIlDgFAhGREqdAICJS4hQIRERKnAKBiEiJ+x8GuHj+qLy+zQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "p.rp.scope.load_state(\"autosweep_pdh\")  # recall scope state\n",
    "p.lockbox.sweep()  # sweep piezo actuator\n",
    "refl, pdh = p.rp.scope.single()  # acquire error signals\n",
    "times = p.rp.scope.times  # x-axis for plot\n",
    "plt.plot(times, np.array((refl, pdh)).T)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Save data\n",
    "kwds = dict(times_sweep=times, refl_sweep=refl, pdh_sweep=pdh)\n",
    "\n",
    "with h5py.File(\"./data/data_sweep.h5\", \"w\") as f:\n",
    "    for key, value in kwds.items():\n",
    "        dset = f.create_dataset(key, data=value)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Load data and plot figure"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x432 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from pylab import np, plt\n",
    "from matplotlib.patches import Rectangle\n",
    "\n",
    "import h5py\n",
    "\n",
    "kwds = {}\n",
    "with h5py.File(\"./data/data.h5\", \"r\") as f:\n",
    "    for key in f.keys():\n",
    "        kwds[key] = f[key][...]\n",
    "times = kwds[\"times\"]\n",
    "channel_data = kwds[\"channel_data\"]\n",
    "ch1, reflection, ch2 = channel_data[1:]\n",
    "\n",
    "kwds = {}\n",
    "with h5py.File(\"./data/data_sweep.h5\", \"r\") as f:\n",
    "    for key in f.keys():\n",
    "        kwds[key] = f[key][...]\n",
    "times_sweep = kwds[\"times_sweep\"]\n",
    "refl_sweep = kwds[\"refl_sweep\"]\n",
    "pdh_sweep = kwds[\"pdh_sweep\"]\n",
    "\n",
    "fig = plt.figure(figsize=(8, 6))\n",
    "plt.title(r\"Locking sequence\")\n",
    "\n",
    "ax_main_sequence = plt.subplot(221)\n",
    "ax_main_sequence.plot(times, reflection, \"r\", label=\"reflection\")\n",
    "ax_main_sequence.plot(times, ch1, \"k\", label=\"pdh\")\n",
    "ax_main_sequence.plot(times, ch2, \"b\", label=\"piezo\")\n",
    "ax_main_sequence.set_xlabel(r\"Time (s)\", fontsize=12)\n",
    "ax_main_sequence.set_ylabel(r\"Voltage (V)\")\n",
    "plt.legend(frameon=False)\n",
    "lims = ax_main_sequence.get_ylim()\n",
    "\n",
    "ax_sweep = plt.subplot(222, sharey=ax_main_sequence)\n",
    "ax_sweep.plot(times_sweep * 1e3, pdh_sweep, \"k\")\n",
    "ax_sweep.plot(times_sweep * 1e3, refl_sweep, \"r\")\n",
    "plt.setp(ax_sweep.get_yticklabels(), visible=False)\n",
    "ax_sweep.set_xlim(-1.5, 1.5)\n",
    "ax_sweep.set_ylim(lims)\n",
    "ax_sweep.set_xticks([-1.5, -1, -0.5, 0, 0.5, 1, 1.5])\n",
    "ax_sweep.set_xlabel(r\"Time (ms)\", fontsize=12)\n",
    "plt.subplots_adjust(wspace=0)\n",
    "\n",
    "\n",
    "ax_zoom_sequence = plt.subplot(212)\n",
    "ax_zoom_sequence.plot(times, reflection, \"r\", label=\"reflection\")\n",
    "ax_zoom_sequence.plot(times, ch1, \"k\", label=\"pdh\")\n",
    "ax_zoom_sequence.plot(times, ch2, \"b\", label=\"piezo\")\n",
    "ax_zoom_sequence.set_xlabel(r\"Time (s)\", fontsize=12)\n",
    "ax_zoom_sequence.set_ylabel(r\"Voltage (V)\")\n",
    "# plt.legend(frameon=False)\n",
    "ZOOM_START = -0.104\n",
    "ZOOM_STOP = 0.4\n",
    "ax_zoom_sequence.set_xlim(ZOOM_START, ZOOM_STOP)\n",
    "\n",
    "lims = ax_main_sequence.get_ylim()\n",
    "\n",
    "TIME_STAGE0 = np.min(times)\n",
    "TIME_STAGE1 = -0.3\n",
    "TIME_STAGE2 = 0.335\n",
    "\n",
    "ax_main_sequence.add_patch(\n",
    "    Rectangle((TIME_STAGE0, -1), TIME_STAGE1 - TIME_STAGE0, 6, alpha=0.3, color=\"lightyellow\")\n",
    ")\n",
    "ax_main_sequence.text(TIME_STAGE0 + 0.02, 1.1, \"Stage0\")\n",
    "\n",
    "\n",
    "ax_main_sequence.add_patch(\n",
    "    Rectangle((TIME_STAGE1, -1), TIME_STAGE2 - TIME_STAGE1, 6, alpha=0.3, color=\"lightgreen\")\n",
    ")\n",
    "ax_main_sequence.text(TIME_STAGE1 + 0.02, 1.1, \"Stage1\")\n",
    "ax_zoom_sequence.add_patch(\n",
    "    Rectangle((ZOOM_START, -1), TIME_STAGE2 - ZOOM_START, 6, alpha=0.3, color=\"lightgreen\")\n",
    ")\n",
    "\n",
    "\n",
    "ax_main_sequence.add_patch(Rectangle((TIME_STAGE2, -1), 0.6, 6, alpha=0.3, color=\"lightblue\"))\n",
    "ax_zoom_sequence.add_patch(Rectangle((TIME_STAGE2, -1), ZOOM_STOP, 6, alpha=0.3, color=\"lightblue\"))\n",
    "ax_zoom_sequence.set_ylim(-1.0, 1.0)\n",
    "ax_main_sequence.text(TIME_STAGE2 + 0.02, 1.1, \"Stage2\")\n",
    "ax_main_sequence.set_ylim(-1, 1.3)\n",
    "ax_main_sequence.set_xlim(-0.54, 0.54)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n",
    "fig.savefig(\"./figure_lock_sequence.pdf\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython",
   "version": "3.9.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
