{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "435fddc0",
   "metadata": {},
   "source": [
    "## Engine ASE with Import and File Calculators\n",
    "\n",
    "This example shows two ways to run the ASE engine from Python with a `ChemicalSystem`.\n",
    "First, it reproduces the ASE quickstart with the EMT calculator using `Type Import`.\n",
    "Then it uses a Python file (`Type File`) for a custom calculator."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6faea224",
   "metadata": {},
   "source": [
    "## Import the modules\n",
    "\n",
    "We use `ChemicalSystem` for the structure, `Settings` to define the AMS input, and `view` to inspect systems."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "527cb8da",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "from pathlib import Path\n",
    "import os\n",
    "\n",
    "from scm.base import ChemicalSystem\n",
    "from scm.plams import AMSJob, Settings, view"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dfe0d49f",
   "metadata": {},
   "source": [
    "## Create the Ag-Cu test system\n",
    "\n",
    "This matches the ASE quickstart example from the manual."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "4dc19f11",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=800x400>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "quickstart_system = ChemicalSystem(\n",
    "    \"\"\"\n",
    "System\n",
    "  Atoms\n",
    "    Ag 0.0 0.0 0.0\n",
    "    Cu 0.0 0.0 2.0\n",
    "  End\n",
    "End\n",
    "\"\"\"\n",
    ")\n",
    "view(quickstart_system, direction=\"tilt_x\", guess_bonds=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a543e547",
   "metadata": {},
   "source": [
    "## Run the ASE quickstart with `Type Import`\n",
    "\n",
    "The ASE engine imports `ase.calculators.emt.EMT`. The extra ASE options are passed with the multiline\n",
    "literal `s.input.ASE.Arguments._1` format."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "40230164",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Properties\n",
      "  Gradients Yes\n",
      "End\n",
      "\n",
      "Task GeometryOptimization\n",
      "\n",
      "System\n",
      "   Atoms\n",
      "      Ag 0 0 0\n",
      "      Cu 0 0 2\n",
      "   End\n",
      "End\n",
      "\n",
      "Engine ASE\n",
      "  Arguments\n",
      "     \n",
      "# arguments go here (uncomment the lines)\n",
      "# arg1 = 3.14\n",
      "# arg2 = \"some value\"\n",
      "\n",
      "  End\n",
      "  Import ase.calculators.emt.EMT\n",
      "  Type Import\n",
      "EndEngine\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "s = Settings()\n",
    "s.input.ams.Task = \"GeometryOptimization\"\n",
    "s.input.ams.Properties.Gradients = \"Yes\"\n",
    "s.input.ASE.Type = \"Import\"\n",
    "s.input.ASE.Import = \"ase.calculators.emt.EMT\"\n",
    "s.input.ASE.Arguments._1 = \"\"\"\n",
    "# arguments go here (uncomment the lines)\n",
    "# arg1 = 3.14\n",
    "# arg2 = \"some value\"\n",
    "\"\"\"\n",
    "\n",
    "quickstart_job = AMSJob(settings=s, molecule=quickstart_system, name=\"ase_quickstart\")\n",
    "print(quickstart_job.get_input())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "d8006473",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[19.03|09:00:42] JOB ase_quickstart STARTED\n",
      "[19.03|09:00:42] JOB ase_quickstart RUNNING\n",
      "[19.03|09:00:43] JOB ase_quickstart FINISHED\n",
      "[19.03|09:00:43] JOB ase_quickstart SUCCESSFUL\n",
      "Final energy: 2.746820 eV\n",
      "Final gradients (eV/angstrom):\n",
      "[[-0.         -0.          0.00335499]\n",
      " [-0.         -0.         -0.00335499]]\n"
     ]
    }
   ],
   "source": [
    "quickstart_results = quickstart_job.run()\n",
    "\n",
    "print(f\"Final energy: {quickstart_results.get_energy(unit='eV'):.6f} eV\")\n",
    "print(\"Final gradients (eV/angstrom):\")\n",
    "print(quickstart_results.get_gradients(energy_unit=\"eV\", dist_unit=\"angstrom\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "5ead6462",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Distance matrix: (angstrom)\n",
      "[[0.         2.30152063]\n",
      " [2.30152063 0.        ]]\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=800x400>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "quickstart_final_system = quickstart_results.get_main_system()\n",
    "print(\"Distance matrix: (angstrom)\")\n",
    "print(quickstart_final_system.distance_matrix())\n",
    "view(quickstart_final_system, direction=\"tilt_x\", guess_bonds=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3f68598a",
   "metadata": {},
   "source": [
    "## Build the CO$_2$ system for the custom calculator example\n",
    "\n",
    "AMS includes a \"zero\" ASE calculator defined in the file `$AMSHOME/scripting/scm/backends/_zero/calculator.py`. The purpose of this section is to illustrate how to specify a file with a custom ASE calculator.\n",
    "\n",
    "The custom zero calculator always returns zero forces, so the geometry optimization should keep this linear structure unchanged."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "81b608f5",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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iofH5KUf2tDXtaa8/PJ9/68HJ5DY5H6++SnvaFd0+pRsrtad5P3PUfjbXF43mSs8kF3tcp1sHGKW9pz2jPU03Xj48n05//eRk8u7bH3jgfVKvp23saSJBgMBFRgAH5CJ7QZjOJUugPpYQJ+A7brzxJhnob7tsPv+Lh3X3+YiMrJ56lEGWgd7q4tSORQyz0zbQypfjIefDT0TqW8Mq39KdwjLmFkqv6a6hUtPJU+r39Hx+j4z3XU9OJr/4vxw79nHp+LNea2+XuLMz4i4jvPQJdIf+OLhrr3/9679BTsZfkNPxLQcPHvRHrOJkzOVbbCmvM910aj9j4WuU02GHw8HS9QHjtJdat9wmdk4c/FGtiZ6IPKW6d8op+Tk5Hv9Z6ZrHYE7pC/kSJnCHfIX2ZsqfO3r0y142mXybbp7cfsVkcssRrYnsadq7NnVDZS7Z72nZz7R3Tb2vKc61p+Umi2W/p8nLmGkFzto9TR/Z+l3dXPnXJ6bTX3zL/fffZ5Te0yS2pOv1SYAABF5EAr3VeBHnwNAQuJQJLDke3/qKV7zmmtnsbXri8RbJw4d0aNunk5s+gmADPZXjMetkPdWwkZbDUbEz0n16YKyXGMv6queKW3oKsrbmE6L+Pba1dUp3E3/hxNbWj//phx76qBvZaGuj4OMySwRfkhkvCR+85rfccst+fcTqz+spx/frKcdr/aTDS0AOxqYdEEU7G7M4I0rGKenlYsmcffJhItZzsLPheksFPWxbJCTU5drkzJkzfjryEcmf+NjHPvZv7rnnntPSm+oL7NO9ftndHRMuSgJLe9pbtacd0Z52+WTy7drTDgz2tJn2NO9rjkt7WuOAlNfgleU9Lvuar7w9wHg/U9GWNqp59jR5w97TntL3Rt7xpPa0t7CnGRsBAhcFgfb9e1FMiElA4FIhcIds6Z2Lg/3kG2666cbrNzd/+OrJ5Duunc326+NWE33cakPf8ZjpYwp2OuojVzbSMdR2PGyk44TEAYksQ+1DpXT8RvdHtdo3vK11WWxJ3YbeUpwrrq3rECmjffrkfP7zj3RG2+3+nereevajYSohvEQITPXl8jV9AVznssnkta997V/Rk46/oVhfIpfTUE869ATE3+uw41GOROt8dM5J73xYZ+iAOO8Q2fkcrSPi74vYF5HYUhczf5bfT0U+evr06X+sJyL/3O0113XNVUuxlqeLCC8RArdrj8hT3G+S43G9HI/DzZ52SPuHbqZMtZ95X6u9zHtb9rFI72FOZy/zXhcHxOurd0J239O8r2llzybay07LEfn5z6yt/d2/dN9993u1ylnxkxMJAgQg8EITWFiMF3pUxoPAJU6gMdT7vvXo0e+9ajr9oZdPp9cdXDgeNtIzGeupjfSY8xFDbVlPQGSULWOwY6xjqP1GT1Sy0nY+HHQkLAtsK6wTqu8e1lORGO2n5/N/8PZjx37kblWrjZ+G+HBIeGkQ8BKoA9aXf/mXv/7QoUM/KsfjG+Vo+CmHn3ZM7XjY2Ugcc0DicAylD4NtNBLnWxlHxGVyPKrO0l6IvRHp67vH5Yj8xsmTJ3/wHe94x/ut5J/z5WlI4XpJ/Nfsaeva037o6snkb79cN1NW7Wm+keK9LTdUsqfVfqZyf5yq3dO8t+nzfP5xjd4BWay0xX6m6sXjPcvBnnam2dMem88/d3xr60f+92PHfuqDk8kZ9jSTI0DghSeQ9+8LPzIjQuASJRBD/T8fPfrV106nP3nddPr6K7snHvolmDU9+SjHY8z5WDLWnYEec0B6R8QGW5wdHUrKOLfBR8IY7M3OcMtg2xHZ1Odi1td09/Dhra33P765+f1vfuih96u1u/H3S5Y7ajsl/aITaL5Xse/Vr371Dx44cOAH5YDIr5xtdE87/MRjyfGwExIHJNJldiqST9pyLPrCXT4MXmMOcUJqzWnd6/sg9kX8SGT92Wef3dDTkB/95Cc/+aMf/OAHzzTXMOyO/MVDYHqHXvI79dK+6RWveL2cjp9QfP1l3Z6m73zsuKfF8SipdWPp/auk8nFCvOn0TojSXmEu85PdYRjuab5j4psr2tc2N6fTdf16wuRR7WkPzeff92eOHfvQL6lrnu4OKZKHwPNLYLuVeH7Ho3cIXMoEZrfLXvojCrcdPfpX5Xz8+Msnkysv18/kXi4DKOdjKudjYsdj6HzkYwr7OwNt4+yYu4RxQmygnfadwjLWTjcxb/iSMtwx3f1TEJXZWJfBVloOSBltTW1ddw43npzP/+Ztx479E6lMdOiY3alDh9OEi4tADu6vfOUrv0Tf9fgXil8rR8J/v2NL3/tQcvHEIw6InQuXxclo0ymztGORfNKWiaaQdByOkGnzdkKcjxPivBwReyJ+GjM9ceLEb+lpyF/+9//+3/9BriX9IC8qAt5eag/4hqNH//o1k8k/1JPcdf14xq57mm+m5IaK9zXvW7WvdXvXvk7GAdH31Govy77mPawcEEmHdk/zvlZrS9J7W+1pknJCJqeaPe3xyeT441tbb/v6Y8d+1k7Ix1THniZIBAi8AATqPfsCjMMQELjUCfSG+o1Hj/7UK2az77lah64rdNZXtPPh73xscz7yEYUy1tKJgS4pfTsgTscRsZEec0K2vdFljPvQpXNA9FOQilI4c9Zob8pw+2eQpg9ubv7Sb6+t/bUfuO++x9QLn6HuQV40CZ/ZNr74i7/4zXri8QuKL9OhfsOOhxwOf+Sqf+phRyPORpu2k+F8nIyxfOricESaQpt23g6GyyyTjxw4IXM7Ihpv/ZlnnnlM8dvlhPxa970Qnx8JFwmBO7obEDfddNPLXrW5+U/1fY+3Htan6q7Uy93dUNl5T+v2rjghdjjKCelku6cNnZDW8ehxtHuaC51XzM2Vdk/TkxA7IpuSa1pskwc2N3/6jceOfa+b5bqcJkAAAs8fgW3nkudvKHqGwCVLoJyPm2+++cgXnD79b4/OZm++aj634zFTnA6dj+HTD98djJHun4DYeMdgC2sZ6y4fJ8RPQfo3uNJ9aA11Z6SrLumu3obbf9DQxtqOiO8cPiujvU+Hw89ubX3gD9fX3/wd9977OE5IT/ZFT+SgLufju+R4/Iw+dqVv4K5v6leu7Hz0jkebzhON1hEZliXfSjsUzsfZcNrB0k5F8i6LAxJnI2XJu97RefkfeRriv7Y+0d8O+W59Qf2f6Tsh6/pOCE6I4b3IIYd072lfeObMr90wm71OHyPd0H62pr/nUU9yD2mOjtnPLL2P1U0VrR3fOKl9TenIOCB5+lFS9b6pUlHpCpGL3MLZaNNaR+WAuKxLq2TxNET57Gnaz+ba17a0WNeObW392qfW1/8ce1pAIiHw/BJoTiXP70D0DoFLlEDvfByVob6xM9S6S7guYz2J8zE01HnycaAzzjHQkfXkQ3U20P0TEKXrTqGkD4X6bxm58zbGCUl3BjqGeih95zAGW8Z6IqN9RofLfTLYH/gETkhovugyzscXfdEXfdfll1/+M3I6NvXUY6pY3/WI0xHZOhxJ22lwus2nzHIYvc6sGyek1p1IJG+HwmlLB0vHOBut45G0nQ6n9TO98oHlqW9urh0/fhwnpAheFP/1e9oXaE87Op2+7or5/MxhfYLKfyDVT3LzNNf7mveyNuaGivey4Q2VbfuZ+vP+VjdTlL4Qe1qtP61B72n6+0e+seI9bUNfjqobK59kTxMRAgSefwKDE8rzPyAjQOASIlAfTzqsu4Sv8l1CGerDMtRyPvbZ+bCxtoFO9B3CVYbajkgZ584gl+HuylpnxIa6jLSlw1AuSs86IjLAQ4dDp79tZTbafgpig31afZyUwdZhdN1OyMc7g/1Lukn5Vt9kzBgrJJvOCjDPrdg3iDfsfHRPPjblaMzkhNRHruJ0WNqJiGydjWHaeq0jMkzbsUhZHI7IXMqY8+E6ryc7GnUY7J5+xAGxbJyQ+s1ela099dRT5YQ0P9ObYZAXgMBu71sPoff37C49BfWTD99QuV572pX6voecj/XLVd/uad7PEu1sON07H1o7vQPSpbO/1X7mNaryOB/9nqayPrRpF2pNVbBs48h+5vo84fV+pr995D3tjD5iuu9+7WlxQu7Q9d7pJyQECEDgghNo3s0XvG86hMClTKD+HPT06NFDr5lM3mPn42oZaj/5UFwy1HZAYqjtgNgw2+FIuoy2jbHLOhlj3UvfnVbdkqF23iFykVv8bwPt0Bpqp2OsI5uyOjQqb4Ot39MvJ0QGe/0BGexPz2bf/FZ9J6T65L8XhcCNN974XVdccUU9+ZDjMfPTDzsaiXEwhjKORpyJVkY3OmPSZQ6WdjiSH0Lw+onDkXSckDgccUKSt9STkHJClO6fhNSa9tokvOAEDus7H1+0ufmuGxc3VMr5GLuh4v3Le5tl7WVaG9nblpwPlyu2N1KSr7WkuqV9zVfssmHIerBsY/ayoZSO16E/ZponIc/Iifee5o+YfmQ+f9N3Hzt20sNoNBbbkDd5CDxHAv7EBgECELjABG7T0wAZrY1XTSY/qb/++zr9JOUZGeF9NsTlNFh20W/C+uiUZH2B3Ma4S9f3OZS3tIFu8/ouxsR/q8P99c6HD4PKL0X1pVOh/1+EGGfnYpRTZj2XuY/UWU/1/rnL9ZS5fj5ff0af+/bnv09ubv7q91122beeWl8/fXI6nT/pNhdhaOd1lebX5vc83avU8smupdMOzie9KDmv/891Pmc2NmbX6pet7t3Y+Np9Bw/+jJyNLTkN9UtSPrzFmYhj4DLHPKloy9t063ikn1Vlbbu23xZAHI5IOxpOu287GW6XJx9OO0Q6KSdkpvotO1hv+bN/9tjvf+hDv3Xwsstmzz7zzDndne5erer/vP9rX+t2HSR9Dh0P1+AFmd85jL9XVc9LT0CnJzY29n9yc/OXr5HzcVA3VHTjZN3OxNie5v2t/e5G9rYq02s83NNqP1O5+/K+VnuaZO1FXhOJLvN+ZZngvEP2J+cT3c7lkdbr6qYq9zxrrXlN6npOaq++WXua1uVPquVf+s3F9rzhZgQIQODCEfA5hwABCFxAArfJYN0t5+MLjh59+5HZ7Dtb58N39mKYeydDYw8NtY1vDLUdj9b5iNPhv89RzocNcaKNbBtjpC1jpF0f42xp4+ygg2CVt+1TF6m62jTUTi3LYJ/QwfDo2tob9FfuPvHg6dObmre/hFKj6a/MVde9dJuuzL/F7z4cUlbSfacustVp0yvq3bdD36/THYsaM+062ZaNzsnt3WGnv3Xddc4tGHisgweX6lvdtFnS79qmrp3b6NzdOHN226R1ctJ3dOYPPfHEVXrkMV9f/GFB3cRddjTGnA4futrytGllnI4xaT2XR3/Yn6ecEMcjMs5G2srB0OUtvrtkh8TB+SZoQckJ1l9t379v3ztfde21T6pWn2E85L9H0/8tiGphPZd1jRcrUW+RrtzFPni2ulXW1rsg+bY/p/Va9/rdOqi+X/7ys22kkHF76TI3HPbXlDnZz81p6Toszb0rq2tMuuvTummzNJb1zLfRL92u77SrNm0fXb/6uNJUP607/9ChQ2v3T6eHld7SzZR131DZy55mV8EOR2R7I6UcEa8l1XtvW3I+lPe8a3+zdNCaq33Kdd31lI7Tw+i1lPbew5x2dNrRfUiuu53Ka33Kn9KNlTNfuLb2ne8+evQz+onet/+mrvXrtacvJsD/EIDAhSCAA3IhKNIHBM4SWLtbhuq6G274Rn0s4e9doScEfvJRdwmlY+fDb7o4Ib3jobIyypJlpC1lEF1mWWkZy9JppQ2oo3RKJp8y9VPlltZJGBrqGGMbbLeN4XabROs4qK2fhMhkl8G2GZcR3/qK/fsPX+V+Xa42Vd/JMu6D8r3qVY+D/sbK9jLGqjHryoZjDOfuxiM6Y332jk+jP6a35/5Gxraj4rvGx555Rp8bmU4u9/c7ui+E52A/dApyyG/LrZvytBvKoQPij3VZp3VA0iZ9ecoJdbDT2rC08+FofTsblg5xStLGsm23Tz8hfObMmcnBw4enl1933ZG1p5+utepDtVd2pNdn5Zuy9uA9qps2kg7pa1W7VeXt2H266dtju7yueFA+1udwLmk/eg3NvHcau207NuZwDM9Bf6q+/pbGf9i3b6LvfNj5mNn58D6WPc37Wruf+Rpr/+rKk689TOu16vTa180VryVF31CxrD2olSr3e6XKk1a/VWbpoDlW8D7ltKP7cH5sP7Oy6zodz9/XVGtUl6UnIRv6xcK/95+uu+6/fP3nPvcb3XfcFt6x2xIgAIHnRMDvOQIEIHBhCNh2z6+55porD83nP31YJzE5HrPe+bBxlcKYobZxTuyNtvR758Nt2yij6TuFZTx9R1B1dWcwZc47HZnrcz6GOkbaMkbabWysHazrOAzWVbmvQ6nFT1tqtCv11OMaHUz9hU6HHMLbO/quKeek67fPp9wNVed+LbfVd+1G+1STjFljdPn04S6X2qX/6HV9r2o7Vt6Plz4id+jL8+mvsdFfKs/cRqSbe1wz8mHtvhMnJvqNXae3PfmIM7CbHDoPyVuOOR/Dsuh7HKcth8EORuuAxAmxtL6fguwU3NbXKadlPr/66slBOSM1jsr9hMDBB2qPPJRe835/Wfb1XZtt5YP2blb9tW1dqDBW7rK+Ljqd7MvTV+ozl720TZumz6XrT9+dHL32pg8lt12Hy9KnufsL5h/Qa/SQ4s2qiuNRe5LqhntaHBGzdjo3U2pvUx+1r3ltKe01bFmOyNhepnq/X2o/a9Pqt4LrOm4lnfYe5Wh9Swen44g4nzaNnq/D+3V9QV0trtTI+iM6P/2z11zzVbc/+ugJ9VyjuTkBAhB4bgT8fiNAAAIXhoDPMpvr+/f/2BWz2Rcf2Nra1B21tTLWMlsxymWQpbgkVe/GZZgtZSyTjtHujbXq6mMKNtY2qo5tOnmbSqcdIhe5xf8x1JHWsTFOOx8InR4G60s3n5+2eT+gMrkt0yM6IOojWdXOx7A6tKuPPu2+BvklnUGbJd2063Rc57F7J8D1XdlSO+lEd1heY3d9tGk3afP9/Ls5uL6cmS4/qps+pNPrp2yVbPqvPsf6V5mv22vg0WefrXhQHwuS96GX5Wz04fxcYtq2TzXiaLgu6VbmSYilx7JepK85wYfYRDscjn76Yd185Mr1zg9D2nlcHxr36eNAZy6/fLJPjte+zmlxq1XOQO8Q7KTT1XnsHLxX9pd+rKz59Pop93Uk3UmJxfwiR3Tqyt2flQf1NU7T1iqeX68b/UYn/fVzWaFT1+kOU99Kpb329TR38iFFf6k8N1Tqo6HKL+1jyntOFfVaVp3Xhcsi3cZ1jl5XkXp9vYZrr7Ic29PUtsotrTMM3ns054pO2+Gwnsao9FA/eetKx6y8X/sWjL7jMntavwJ9w9raFz+tPV11/5t69iW5mgABCDxHAjggzxEgzSHQESjDdP31179Rv1T1fQflfMhQr/kN5ujKRJtNRxu7kjJ8KduWl/HM3cL+gOiy1jg7nXykjW4Mb6TGK0NsGSNtaeMbw90+/bBe8k47WN/9dQbbhy9/bMIWeb/Sl1lFH9MYPZD7EOB6xdEnEap33VLbrszzXlW3pN+0d5ulcZq6pTZN31JZdizSptEZzqPGccMddJbG6/p0k6X5nUN7vWKTA+L8Ow89VOx9kPPhfRjjEAzLd8v3a03ryWkf/i3taDht2TofrU7bt6/RIU5EnA/LjGGZYGfEug5p4/qk5xp7TW03NP6pK6+cHNbHsMwwh+glqX684pbKku/G6J2HMd2xssXE6v2qSY333YxR46dNN+bSfFaMYR2Hmt8OOv31DXRqbmpfYw3qhuNnnMW7c7mN+/E3Xj4t5h/Xa3OV0t7Hhnuay/wqJtYaUD7X7z2s0pL1ulsq2vlwvhwRrwNHvcajMvVq4/da6WiMSltqrn30/uS82zid4HYOlq4fBunWnqbyTenoxsqavg+yed1s9n2/cv31/2764IPv5aNYQ2jkIXB+BHBAzo8brSAwRkD2dPrDNtj5fPTQUMdAR9ocOm0Zo13GWsbP+aQtW4PtdG+kW4PtdPKtjtPDEINtA+1oZ8N6jsOPw0Q3fTjf9e8Doa/Tdw7thPiDNOWEWDpKr6Lq+rTLUhfp/hSWDuVN3Tb91LmR2qbdUPZjNvpLZV159ZG+OtmPOTbfpj+3dZ911BnTHSvLuJI15669+3GoOUYO2vtO8TN6jT771FPliNRaUVmtIelGVkf6L3lLhzbfputwqH7qUKh1FBmnI7J1ROKcRLpN+qzB9F8ciNYByRfPreP6zC267s/pSKfdfqpyf2n4lJ/66GNYfvrmw6SvbHi4TpnHcJ3fa9bd0fHodJf6SruubnS8tIvs5lTjNe2rbeY70F0aUzoOmeuSTPudZFPX9lNjNHVh1Jd7/bhe0etZ3/mY/BdxPimpv/uxuJES6fkpuo/hnlZ56Q33sG35br3V04/sXZaJqu/3NJc5uMxxGDRH8+33M+vkSa7m0t9QcVn6ShvXO6qN9zQ9aaunPf6DhYcV9Rfef/j2yeQbhkOShwAEzo8ADsj5caMVBFoCtoqbevrxF/WxmDfu1x0zHcbr6Ycr6i6fpM2lo4114jBfB7foyRhazwY7RttG2ncLy/gODXTykdazQY2hdb4NdjpifON8RFrPbROs52DpftJO0nP2RhInxF9Q3+rm6Fb9QTpp6W8r6+o8Zn+It17aDOVIna/O/Zp59T+i0/e3os6cPYfSO49+3N5jO/TXmP5a2aalW+062Y8/0Mk16RsQk4N6+vF7jz46eVoHw6v0cSS3yaE/B/lh3nNySH3SrV6bjiNhmWhnII7G0AlxudtHtuPEeYjM9z3y8auamP5zvYOlo8eNzFMT5/0eOKOnICcPHJhcIwZ+AucDusnX4XlEqqOVdTlwr2qv7vpD+TadncZNnTt4DuN7fg6rrm3X+at9vfvH5pB+27quzO+lJ/R+/q/6qN9VXmPK+33ucvfXxuKislpDlsOYNep2Stf68trq0rWvKF/7VfYwy7bM6UT1U2lLBzNy9L4WnexnYzdUFq3Otmv68Jx8jb5W3VRZO66PYl2/tvbGv3T99d/xpx588F9rFP/MOh/FCkMkBM6DgN9fBAhA4PwJ2M5u3XTTTYd0qPo7ujM710evpjZeiTHS2wyydHpjbePsfKKNsssSZVBzCKyDnQ2z6iq2xrpN2wi3es7bQCe4zsa6NdjWaY119GPc3cbpti+196/k+Hr9cax9yp9SnOqQXLqZp8d1eoX0ddn58HVbOu9Dd7WQrNDKNu3KLu82i6zkCp2lcum4hdt53KW65Hfqp2lvuu6nKLdtmrTH8hOPjNm36dpl/kvzSHu19eHbJ5+PP/zwRD+7K7VmnXR6tUak04a2LG1cn7RlHQpHZOt4OD3mfEQn/cV58BjlNKidHQ6XO2SsynT/WS+6SVtaN/3VUxDN0Rye0hq7xn2qvXkuHdDVbltZdJo6D52nC3tt7za7HfqX+nIDX0fXztld20dX7Xr9tBvK5npyzWmTcVs5nNtY3l/EPizOv6n94EG9n7/A68LjKlomXeN15Utp6Vfe7Zp01ketN9d1r22td6+NNnq/cd4y6bZe7X1dFZK20+Hgfcy62c9cn+A2idYZpqWXPa2cEF+2FuKh6fTv/KObbrprct99z0rFHXaDp2MkBCCwVwI4IHslhR4ExgnIek025xsbX68D0ZfKaG3qTWVTWQfyMrZKlyEekSrqQwxzGeLOWFaZDGTqki+doVFOvpU2ru4rsjXCOlT0dU4PQ4yypfu0TtKW7quLnldds8r9UazTviutu9N1GFedrXQO1pY56Ke89DqdlHk61nPeYZuOy5oYnaW+m/pet5uP9Zf630E3bd3G6RpjTH+kTEV70xe7ntGwn67Oh0L9HO3ks/qjd8eOH59c3v1NCh/iEvxatCFrx2Wr0m6fdtHJwTBPNJx3eijjkLTlTmc8SzsReYJhJ8Rj5CmI6xxc776i5z6sZ5mYOj9h85O2Z8XihNKXK51+ao1Wj8v/eZT+oO10E/16hpr1PPvSb3Ra/eiquvRCf6mN5j4crx3HffTjjOj246nO1+ZDvK9taYzML+076Xn1c+zam6X7qdfX9V3afZaDIKnKvtzj+JT966dP10eRsqf5iW4/t26cYV7FiyDdhH5ct+9e21bWHqPy2qssvedE6nXu0y5zv5HNGLVHudx7lcvtjPi6EpweRuu3ZW6nvJnkmvVxrJl+3W/zWu3xf1R7vTT+E98FCVQkBM6PAA7I+XGjFQRCwNZtpi8svk3Gau7Dd4yWjNS2u4Ru5HLHMpBt3mUKS4ZaRrD0LRXroGCDGeObdGusnW7z0VX7jFkDudyG2sY3dw2rQv+1Bjlp9+m026St+3SQ9B1D9bj4VRvddTyp6C8N+9BTzsOIdDsDLB1L5x07XY/X5ktX9Q75rsdSm7aPLm3d0lklu/5W6XiOPjj2c/X80leb7sqs2s8p6WHdoLwfO3oj/XpMz8OfT//osWP1U6H1uXmVJXiNJNQ6avIptxzqpSxthjIOQCtXOSPRacfw6+lyOxAZy2UOLnPa/Vkmn6clzg/nk7zX4eNq55/kdc/9gV/9mETyXkdJ9+UDHdc79Hpt/S51fZ/uQLp+H9SYEmP9ubrK2zFS1sleJ+XRbfLWGX160+m4fmn8QR+r5uhy/+LV7+o97Piybh3VdbrPJip5NjR6Loye3zuVtrROJ532unC+otOO3muGaZe15WljmeA2XmOW7Z5mHV1Ttbdso/WTT1vnFfo9TWkflvT9vrme8r5NyXfdrrQkAQIQOE8COCDnCY5mEBABWbnJ1g033PBHdXC6zYZebyibyG2OR0xkZOhVvjWgSUda0WnFOmzasHb5MrJOx1APZWuw08YywUbWbWx0HYZ1Q6Pc9t8aareTrg8Tufb6Q4WnTk1O+IvCqls6kHdj9YdutbMlT97zaPO7lbveIXqtdHm+4F19juitGm+0325u7rcdp5/vDnOxzm5jLTlVzRhuVwdsvQbP6I70Zx5/fLLfd4Wry8459evThTrkJTOQbV3SrXR6GH1ITFkcDEs7DcMYXcsEOxaOGcflbucQh8MyfVvP9a3zkX4zj9KR3glx8BfycxAv6bHUd3v49ljRactbvVrHg3apd/tqt6Lv6LV9923StpErx3IjjbHTXK3SjtOP3bVt89FbOZ7G6uu6fv2kzX/h3E8/nlXaH630q1n9NtLDpczpPki/guUwrXzVpi7S68XpVnqNOG/ZpludflAlfC2uy57W1rks9RnHutFPmXWclvQ8s6d5Bvoi/lxfRr/t395ww6umDzzw+3eo9Z0arR2GNAQgsDcCOCB744QWBMYIyHqV8fkWOQfrM/3lXBmpdRutNqahy4ZBpm4RbPAc25CyprwOcM63Bjj5tiyGdVjX9FXG2Ea5LbORj5FOH6207oqYg46h+GMa6zoU+rBcB3nlfa05tLuPNp+0Lz86rdypfHhod991IhiOofxYP9vmcg569foNx/EgKhubV64z0qq7zrXr33p2On7/kUcmT8m5O3yZf/TYQ4mlX7PnEFrnoD3gt+k4B3EEIq3T1iXt8jbEmWjLPG4cjbSLbPtt55G03wMz3eU+LSZPaKzL9UVpr5msw5Idl6UyT0DlXqcOY3WeucsdlhyarryuTPXRa6X7bvPpZ6dxou/xxvRqrk2/1jsfB2Wp/2asds7p+z6N9zt6snRZ9zrWHM3X7aykELnInf2/yEm31rn1unRpuL8uurzS3mOcbuVw33E+Tkir53YJmvM258NljtnbnPbTkex9GSd599XNq544K2v+fhqiA9Pm1drrH9va+hYV/cM3qerO7i2sPAECEDgHAjgg5wALVQgMCPhMqHPA/C02gTq6T22onK7YGUanh0EmsA9OL0W16+tjXDuDGMNYjVPWGuMY06G0bvQysg2xg2UbbahtjNs+2rHST8oa6cNTGOgPeU02dYA5Ln2X7XrQ9lzUV8/CafetUGVdXa8T3WG59Zuyar9Kt9Frx+jHVX3N250M+mjHaOc8HG+3vNv2fSvZjp05WcXz2NDB6ZP69Ssf0i9EyGG+lW2/KU9Z8pGeh9ORbbqdox0N5/OUw/k4JGkz1ofHzVjRy3dI8h5z+Ql9GX36xBPFcezAX/1ozGrjTNKNXNJR+Y55VzZtq98uX+8lVdf7YKSfWtGDtmN9eYht5WNlzbhL85BuOTMZa9DW2TFnx1fuPzz4O1pr96rtjUq7rGendEKtT2UWtFK6XVa93z+KFVo5TDvfRq91x5Ql35ZlSM13qX/n43iknftp97j0G2m9ph87ep61X0/Pwnn92Mhb7phM/tGbcD4KN/9B4HwI4ICcDzXaQGBhj/Lxq6/SgWou4+SfZixj1QLqTOLZg3VX6fLUbdOXMcwBN0Y7+dKNsbR0aPNtOkY6xnehffZ/l8fZsNF1TD5t3V+bHhvPU3C0rvtQkBszOaBDzGcVnW6fCLjeWnVNarNo0eVd2ZVVedLuW6Fv58ywLvlzqFsaO2O0/XjMLu/x4kh5iLbc/YzVWafVHV7TUt6KGTvtVOQ+fEB/WH9470HFffv3Fwfz9mH+XEL00zb5VX1YLzE6yVvG0VjlQLiN9VrnI+3cpm2X8rRxPjFjR7rcwQfCM4cOTZ6WnOnJkEMO1ktp1btFtUq6k16zqXPbtl3y1vEhdNi+lLu6vp/00emnj5pXW6f0Un/WT/251EW3az/sc3RebjNol2vR70dN/qtirrf6q8rFf6tWnMsTrVl6ep1a/b6+Le9eS6/9pb1mWJ59KNL10VlMbdE+e5iub9t+NmybPiLTj/Nur9BwWNvQG+bgdPpVr+RjWCGFhMB5EcABOS9sNIJA2aQt3Y394/pJUv3pj61NmatyQMbYbDPAndGMMe7lSLn7y0G3+ul0yvA6nbwVkx+Tbb0Nq3VaQz3WxmUx2JHRc38JLutCHSKV9sH2apWf0lOQU65Xvj+Mu979Dcu6fvrrTd59K12cmrK+v66u12n123TTttdtyvr+1KZPp++uLK9BzaXpu++vK2udkThfrsq1LaW7MZb6zriS9Zl83bW9V79+dUavmf/Q5TC0joTTbRzqJt+2Sdm5SvcRZyAyfSQfnUiXr4pu29a1fbncDoufglRQeqr0VB/DelZO2Zaegjhdh3jPy3110mut8m6YtKRD9Cqj/+zUVJD04bPXb9JjZb3zIL0+3Y3lpv1c2vRYfVfmee04zg5t3TTjrZqL1+xU66nG6cby9z2Oqd+PiqP/qKpJ9PXW6YLLl6LaJW+VWv+NTF3Wf5v3PCpq3ArOO6Q8+ZRFtvVu67z3tLZ8VXq4n1mv7Vdpl3jNVbH67xyRrcOz2f5DZ878cZX//pu0XO48e7mly38QgMDuBHBAdmeEBgTGCJSl1GHoTV3lvDNfvW5vYFWStI3yWDplkb2ejF+fdlvlrbM0Vms4VbdjaHVjsCNdl3p30ubHylOfOkv31QWndKewfpb3Pjkh/lJrXUunP/chUum0yLW5eaWtp/6cLr1untavNjpA1AF62EfbLn25U4Xqy3KQHp1H12+NNRzDnSm0/aWPMf3Sjb7n53QX3c5cKuwwzjNSuF9PP/z9mmHIIal4DCuVd3miq532Ewl//8JtU2c5DGNlQ53zze+178xxOI5JeMY+YM8PH56ceOCByVTfPeoP3F2d2xW17vq2ORVWUF0O7KXf6aadZZse6rRjVl8D/bH69FH9Wr8Zs0+7TK+R832ZGzrvtdA5EP3cXBbdkXbb+nBfCi43y8skP6p1cUJtnW6DcymJdH3KS6pdu2e53nk74fW+bvVdZgWPo3TFjOl8yq3j4LKhbMuin7LoOj+Mbd0w3eab+ZiRb5v44KSfXX+TxL/Uf3UJShMgAIFzIIADcg6wUIVAQ8A21X938LXdIWpxpukUYpFa6fRYLOOsulYO9VznssjODKvkHEJrlFc1aw14Y3hLPQbcmb30ZTXF6+Qo/Hd/DEttfA1uW1LJvRzgS7+b11I7Hbwqr7rqx/02aR9e2vKMO5xDyj21lfNZUVdt/F+uKdL6Llfo57DIbmfg8rad0glu6378ZdjjOlifUNynw2H6tt7wcF4MzGtFaOuH6TRJuaXD+eSH80rfke6zDtAp2EHupju3M6WPYZ3Wd0HOPPXUZCZGfv1z2HbXSRdd13Xjrcx31z6qt1P7pt22vps6z6/m5f+6/np9rwGXWadJF6+mvNe3nkKf79oslbX1rlAYMnHZ04ofE8fa0Fyg4N4XIyxk9qHsWakfymF92lkv6ei043nM8Kl0/uuuM9ldpTkkhGXybd0w3eVzPWliqbKZn0hqvq+9Y/HrvN3juFaLNAQgsBsBHJDdCFEPge0EbNXm119//RHJV3aHtN7SxWjFwI7lh3WrdGzooluyy/fG2kbV0aGVbTp1KSvl7r+URabO+dYop7yVg/pcQ6RV9XnpySu6A/NDrRPS9bN04HeZ+uyuZiGb/LY6qfe6/jiFg8arsi5fr0366Obbt7F+6pxWGM4n+arzf61+k64+3b/Ht1SIrHSVLMoy/jadtGt009bO26N6itQGX1ti6SnfhtS1cqy+bRvdlDnvJyUpX5W3jg/Hif6YVMoyZvqxdHRIWfqP7piMjmUclzY9tdNxxRWTpx56aLKmA7RfC4elQ3aTb+sq3dT1b+a2zP35NfL4bqBQMuO4oKmr+rbO+l2+6vxfo58++zLXdWtCoBZjdXl/bKrvQ4m03Wk+2+rcrpmP+9MdlfrRiIfEUn98r997THK36BkNo9u0ZX692vxmM4avsb4c3jFWU01Qs5ZOxSrQf8mnLuWRrk9o0y4b5qPnvhxXhFy7q61pj0Or7ZX7ZQOmDz74sOprNiuaUwwBCIwQwAEZgUIRBHYh4NOu/vbg9MsUr5RRtU2dxUgNpSvbsuQth7EMtEzZsDyG2obPTkkFG2wftJ0fi64vs9jpp92i9Xib9GOd6A9l22f6srrKK0q/G3Hi+fpjWEd0oPkfOkBfrnR/u9D6TXsnK6/yPu1E8p6H23T5JR1/nEuhr0u+SvWf2yVtPafTb1Pe6kW/77PTS3llh/2OzW2ok/EG5S5eNS/P4bjq/STEOl4nCcN0m7dO8pZtTF1blvTQMRjLu8zRzkbaWbrMIeWV0X+pi+6wz5QPZdpHtvUps/RTkMuuuWby2U9+crJ18uTyobwUzjoOaVcrrWPZHj9XljfcWx3317av/KDflfrSa9u2em1526fTDm19ORPuS2ukwmB8vQBL+n37Ts95Ox0Pynnzx6XyPZhab6qz9CubvNPJR6Yu0u/KpP26adOs/Wuprcqd14FeytJ2TNprKXtcm7ZO8gvts21Sl74io+e8Q+QwXZWL/6w5vDYVTbUfbx2Yza58+dbWlyn/8F2apWS/tSlNgAAEdiGAA7ILIKohsAMB/7FgGx7bqN7QOhOjlfS5SFsxx76NDKXTdkIquk5pD9wbbBtTxxjl5Nsy1+Vw4rYOqW9l29bp6LXl7id1Cw1lF/N0i0RXee5fqEPN506c8F8RdrbqLdvQjbQoUv9L+U6xyobXkLqR8qU+ujkPHYrModcd9NOXW1F1S3kVDfPVX9NHW9+nm3rr9+XVePHfUtn6+tqWvmQ9DGbukEN56pNv64d6bV2rvyodhyOOQ/L5WdyM3Y6Tw3DbZ9oN+7FO6ob6bT79ZzzXeRz9IsTkgP42ylwfxXr0wQc39eMQxaU9pKfNtrKOY1vepodr3f0s1Sff9TNWnz6G7azrUA6E18VOfUSvWgz+M4dBkbNVtkufjd7sqfX1+jlxl3l1OfpNOxZdl70qsp7a+vXo2qY8su9Hc8p+ZunDSJyonoHn3cbsYdnnklfbPrisbdOm2zo3cF2C6wYhc7VWG60mh2m2f2PDNoAAAQicBwEckPOARpNLnkDZdB16vsYHHx2AbKdmQ2PV5pO2tCFrjXRb16dlGFuHw8bbedenvO5QDo2rDzAxyk47JgzzLo9BjnR/w3Ty6Sft2ry7UvRhsGSXt4r/kvIfkQNycDabfuLMmbV8Gd11FzqY7WhoOVjB1zksG224e6HHbChva7ByTts0xwvM9Ap9wfqA5uv0hYg+6OdjUm26Xj/VRcYhsLSj4S+tW7qt44a/8K15ud4yoXtfLJW1fbqPNrbjtOlV1+pxhnUqqCdElx05Mnn4k59c2++fKvbrfJ7h7NVs72C313x7ix1KPMeGXWmumPdOc9phhL1Vacx1vU+vULQj4GvMe9npRJelPOlVspwO9dU++cheVlJ9eT/zRzXXtYbW26cdytfTD0vzcV3SalfB5WPsrDcWNY7XybaY/ixd34X2mpPuarfWp9PZ6bW1r5Hqr7985y0g3SEhAIGGAA5IA4MkBM6FgA43uqF/9kgQAxXDGqNcRlgdr8q7PG1KVwbQH4Hoy5Qvp0N6GzKqNtLOryntQ2AZTBvbGOM27QuyQXW0rkPmnHJLt9GhcJvRbnXatPtJ3knFXF+uJ2Xqda7D8/TWgwcf/91Tpz7sJxD+OwOXWji7Us7xyqf6dsO+ff+T19uqlsPD+Pnmc/iPs5F8ZJyPSM+n1mA3MY/rMHRAUt7247T7aaXT1h3KsevxOOm36pX3U5Brrr32zGzfvv/67MaGfxr7nMPiCs652Uu+gRledfDgV+q1O6K0MdTjytqTlGnf32067/PcVOn3rbaNurMTkpsnpeOyQfRfG6/vt8TZ8J6Ufc3pNki3rxvuad7PXG/p6LbOD2P6s46D6zvpEo9oORatpu/MrHxPup4AAQisJoADspoNNRDYjUBnrRZqrcFyxZjxSpllG2PglspkDON4tIbafwfChz4b61mMa4x0DHcMcq4ghrctj7F1H4k21Em30rrOt7Lpe2neKvf155p0CNw6M5+vvenQoQ/+yyee+CZfyxK49PN5Ls/3mt/whjcc+sxnPnO/8BxRdDe6Qb39SYjxpdxph+R3kj7sJ1ov6cg4G15zSdvBiOPhdMbyx57cLk9KUmfp8szD/bTRdc630unEdl7pw3VJW/pyVTY9cODA0z/2Yz/2zT/wAz9w8nyZ1wVdgv9dcejQu8XyT+jS/fZdy3vYMu/xlCVv2Za16aHOcD+rJx967VyuPaJuqtRTEL225Vy0+1m7d2nMvr4t9zpIdB/Zz1zmdPKua2PaWHbBDlXmn2saSo8WfSQEIHBuBHBAzo0X2hBYScDGKcY4MmWtIUtdK3vD7D5kUJ3fkPQXM6vOxlAG02X+6JU/rnDG9TLQ9VEsG1Ply8BmhtKrYOm66KTe0nWOrnOMkR4z1NFr26nMo3iOrcFur9cMrKO/Ue39Zu2v6qb5z2g0pQk7E/Ajq61Pf/rTb9CB/modDM1ML/dZ5yOHcHfTljvtOh/8h+XJp96ORFuWvB0Ct3feum3e5Y4Jbm+nwyHtx3Ss534inR5Gj5XYzstlyQ+lx1WZbp5LaTK5+p3vfOcbJN976623zj74wQ+y1gxo51BrTaDWz76qizep4WWvcnqYz3t9KEvPr7fba63Y2fCvuWU/q7zK7Hj4Ror3skprTfjHFmrPUno0qE3V++Vu1mHpus7RdY7uwzH5VkY30h0onb2snuqoqK6hk76uNipLgAAEzoMADsh5QKMJBMYI2CjZUEXGaK3Kp7yMnQ202sbhKOdDhjBG2k5GG+spiNqckWH1V5Pr0LDKEMuw61S4MNRDHRvjGN8Y68gxw23dto3ydaDorr2u2WVtvkn/ktKvVPwTiquCflHm0gi3377jdX7qU5+avPKVr5z89nvfu+02aw7g7sBpn7tz8E/eDkD0dpNu30Y7BUPHIw5FHA/32Y6RubidY/RzkZlDxvEYTvt7JEMnZJi33rB98kPp8fwk5nbxPWKGu3Ce3HVprLidVtv/K2Z+T/51xTb0e5QK2/d0yl2WdGSv531Aa9D51vnInuYnuP5IqZ0NfZ9ikj3N+f0qr3Wm9KiDofrRPU199vuZ097DrNvuZUm73nWOg3Y151yz6pyXVn+t3qtTpiQBAhA4DwI4IOcBjSYQGCMgc7ZkpG2gdowybHnKUY5Hp1+OiI2ejK8P9zbYdj78G/022L6LmCchLvdnpvVlFP02pEdrguqWDKurWoM+rG+NdQxzpOus73zTzs6T51fzVPfbnBGXKfqa9FcsNt56FolKLvGw+8F3U3fvDel9+pszT+hAdkRpLzPf6dfLcPZJyF7SbuNDXRyLYdr1Pvi73NH5lLlNW+dJeUzr+bCfvJ+CpN/0U5WdfubZ9m0HxHnLoTMSvVamj8imzmxmG5ubj//+Nde877677vLS25wsGGYal6zcxc3a1FPJycv1HvUNDYN0sMxhewHz7Bt4x7z3BK2NVidOSDkeqs8NFeftfNS66daeH8d4VdWNFck+SHfpb4VIXw376nZvqr1K/Zb0/pXoMvfjfNKRKq85Wyr62uv6ne7yS9d0dmRSEIDAORLAATlHYKhDoCHQWL5FqY1Ta7DbdAyXy/zGSz5tbIjbsvo4gvSqXHXO+9dp/HGFHO5sqB08kd5gS6cMrD8SY8Oapx+Rrnew4Y6ujbHT1m8NtfOOrovB7srsfMipKEMd2c9fdUnremfPOL+xceuPHDnynz1nf8m+m0XNL2mNVPNKvqR0q9x1CnNfh2V38HBd9Krc/ylsRW+RXerX4ztUO+llvIyfurbfGmekz8ytnU+1b3WH19CMn3lWm64841vK2Vz7nUceuaJe/8VL7WK9LAsnxDJOhWUO5pGpb/NeP867rg5+ape0paOdAdc5uF8Ht0lZFXRl1m/nkD6jE5kxM4alHZs4Hsm7LOlWOj2MuS5NbuGYnTlzxRvuvfdda699rT/rtXSI9fsnod5HXWap3GVNOzv4Dv17reuj8l16QUkvjjmUtv7r+kid86mrMummzodxh8q3aZXV97xSZ6Wu376v6HfztErmlv7Tb9/GSp2+68zwcsn/Z3PzKz8kh/Kgh3W5Yt7HrVy1r9VepTXT66pf6/Y3WJT3XhHno6Q5qI2v008/PJ+ar9K+sVLB1+j9zNLR69H7keujY0WnXe9ri8y+1cqkrdfo1p6mvN9rdQ2R6rq/pi5tHV1LN0EPToAABM6FAA7IudBCFwINARlN29Kl0BqpejIgg9gaa6f9potRbg1zfU5adS6LkXZZ73jI4MVw+6Bjy1fWTzqR5YRIr4yv6nuDbMM8NNjRa2VrmJ1uYwy19PPkw3PztfhaPWenLduoXqbPquxa3cE/tG/f19dxTvPRLMuJsPQ8+3yXdrEP9X35UG8k3+pX+/ShfpbyXXmV7TJGHIu275qTG7dtu/RSmccZ6o3kx8awmlnt08HrPv1hvT986qnJfqVz4PZBPOlIl7WOgPM+3EVaL2mXJ7ZlTudph6WD9RLO6A9KWidjpk8//XC5x0+/bTu3b9tlnDgbcUKcT4yOZdq26cwhdV6Hl29s7Lv+8svfaKb9wV7lvoI4GpbJ15Wtyndttul0+n6fVT+N3l7HWKmXvjJG8iOyHz+6mU8j1ezsta7QM0f/QYtvVPyw0lqzdclu6xXg93VJ1fnpa1vm9DC2+5vTdnxqX/P4am9Hxa+NpfeQcj6kU+umkxIV/OS3WEmW42Hnw+sx0lrOO1jH0cFr12mtnYrZy5JvpfTK+ZCsfVvNs6f52rK3tenTKj/Z2YD3KE2AAATOjQAOyLnxQhsCJlAWTkb7dzocubFYB0Yb3BjsGOaU+Q2XMksbOX+kysa5DLXy7szm1LLu0srQ9ncKXSf9ckBsdGVEy/SqnSdlI+q/ZlwHL8neUKtuyWA772CdxNZgO20DHdkYax/2yvFQuzLSkvnoVW+81XWuU18+r4PG1dOpTx9bBU9zH3NEchDvn1BIz/out37qLVO+sr9GR03rqYtl366rN6O+zArK7zS34diZU8150Fd0a1zXpd7zUHo4dq4lep6HnY5XXnXVmh2Q/nDl9uLu18IH/hzEU+Y14jrL1CWfsjbfOhpt2rqrQvrNmJnLKgfEeg7Wa9s47zHtgCQdB8TSZYnOZ9yUWVZ/5qH6I5JydDfNzgdXX0EOsJVuytXwrE7KVeaQdq20/phTE51q14zp8mrTyeilvM93baw22n/qPf5IX3V9Kres/aPTT3n1qdfS+X7Mrp/05+xXz+ezL1U3H1P6MkUzrH1K0odwfzwr7+u2vN3Xah+TXjkZGtP9e3/wj2Z4HpVWmdOONWfJei30WlaQ7uJVWKxz72l1Ldazjp0PS+lVXLRa/N/1VfXWSRutjSqzTLqr9xrynuaPgnn+lVbe+1lFlVX5WTk7qbr55mbZgFdrlMXg/A8BCOyVAA7IXkmhB4HtBE6qqLOYi0pboeHdMr/J9inGcLveDkdiDLYNdRwRS+tbtwy1DONURrcOEF26jKnqHTxuRRlFOyH7Ff13QpYMtcoqWNpwO1jH+Ta2xtn1XV6/cbr4JS7p9oa5S3ueZbQ7mbn72uyAXKHxrtJfWFbeXxI4exB3WvU5cFdd8oO6OrCrbsk5GdHp+4rumI7qPFa9eCvqa7w96PTzl65Dxl8ll8Ydjp32XV++VjsBX3j11ZPDDz00OaGnD/ULQdYT+/YQbr2hMxId1znulHdbH/AdrJt0FQz+cz/57ofnMHz60Tohaeo2Dr3DoHbt/ONsWA7jmN6wH/9K3D7Fa+SwrXtCGq8OrRqz3jfOO518J62XQ/iwbphXk+W+0udALvU5qKu5uKNdxq166Tj08xjrq9PxPlG6K3Tch/vs+1I2c7H0vnG1yvQHZyb/o9NTtt6ffn+3+9eqPa32MLXN9z/8/q/vrnltqrw+YtX1Xc6HXq+ajwdSqDkukjXXWq/Sz40VOzV+//g6SjrtkLzT6rPySTvfxuxvkkt7mnS8r/XOh9pnH8v3QWqfU7mvS091t46vr9sGECAAgfMggANyHtBocskTqHOrjOPHFY/rsHaViNj6lzW00bKBsrHynTt/ZCH5OB0x5tEtx0O6NtA2zG7rzhxt1OsAqfJ89EpFFVxfBzvVtcbah7N9OlDmLmRNzHcNpbdkwJ1vY2uom3QdCJWvnwKW9Jfh44TYYOf6LNu0P6bga7xGnys/5AOu56trNKw64Evu6lBEV+3iMESmn21yMIbH6ts0ddvajYy1TWdFe3Ptddt012dfl7x0HDyvYtG2Sbqrv1J/1ftLr7lm8r77759cpr9U7QNZvd56HSJ96PfrXmtF7VsZnZRFz+O7zHm/xsknnXxVdP+5Lzsf6TPjWraOh9Nte+sPo8dNjNORuQyl66Nr6b5cVn0q77vX16vMrLw264CrCZhyHbRVVsQtXV+zW64rvegPZdt+WJd8p5N+NLmzzs2gLjqtjL7LHNq6pXRTlzatXKVb5V3f5tOO4fbeh75OHH9Oju5iNZRKpfO+bvc0l/kQkfe9mXrvcj+1h6lPP/nwuK5L9JrrXx/PQ2M6LN4Rej8o7de13huSlZasv5butt3aqhssbq8yz78PTju630inu6gnF7WWhvtZPZ2Rfq61v6mijn09Xflccvb01taTT08mH/eY+oWxxQU4Q4AABPZEAAdkT5hQgsASAVu66YMPPvi4fp3oUzKmXyUDWWXWsuFujFU9/XDeb7bUOR1jXA6HjarL1E2+iNmmbcD74HRnsD1svpRtC+iDqeOmD6OSfgpSH/FS/2syujb8fVB9GW735XRijLTy/kiLjbINdUWnFeN81B1DdZi8r7ONvj1ox+OIDoW+dv/cpq8kB+6y2k1Z6lzfpzv9bfnuWkZ199jefTq4j706Qv08ujHMsC/r+urzu9Rl7F4/7dNOec9Ld/QnX/ryl0/+27FjNZbbOdTBTK+ND2Q+lNfBTulaF3qdUu9yx+i06Tgb0YlcjLD43/20wfmM2T79cFnaRw7bDecWZ8KydUKcHyvLNfUOideodH2ovE6Okb+4bMe7Dtsa3Cu+0i5LupMSK+t63ZF29S5qy9t0+hxK6TjUwbtL7zZGfw3uf2QM97fq2vq+V+j4/e49xzJ9O32Lir5aPH9LH4nzk0u/R7Nv5WDuJ7p+n+eGivtxnaX3Nh/cvY+5XcpdV+OovL6sr7Xi4HTvSPh1VNnw/VB7muq8r/mGjh0R72uz7GlKe+59cJ/OOyYt6ScefV9KxwFp97Q4IXE+cs3NvjbXHPy9tk99RDZAI9To/dgkIACBPRHAAdkTJpQgsI1A2VzZoY8ofpUORbbTC4uqRIxVDHUZZZXHYLveBwQ3qChDWZ+RbvJ1gOuMaH38qmvTG1obVh82O6Nqw2pnxAa0Dm5K+8DfOyDuW3kfAjymx6/QjeF+63Do/hSdtoGuviTd75ITojIb5zghdc3SybVbPqv8H5HzcUB37U8rbVOt/+vAv03uUue5lpMQvWE/Ll9R53H9ApVU2qEfP20sk3Z90l35Uh/VQ6fTtmvbNH204y45OtFZ0a6dwxccOTK5/sorJw8eP15Ptzx/vzaJPvzncF5rR31GWsdph5Ql3Uqn25A2KXM/HsNjLT7ltFhrziem/8i0jaw1pj7SV+ac6+gdi+7a2nybrn6so77893Au1wBHtM58lfXFZckcrEel2lnXdQ52DHrZ1EWn70NKlbZO2rih0rUBdOW9vvNu07YbpJVdjD/sI3qWSaf/5Lu6Gl91Dv38kh7KzGkgzfJyrZNvFtf3+lfQ3JmCe837ut3T6v2vOu9vTvdPPpTOHlNz8Vr0WAMptUXQeBVU77EqKu35+Ffiau9R3tL7mZ2Q2tekW/unZPqufqRnHo79OunWk/sc29fqJooa9zdTpFfXHKk6P9FV3FL57JT2/rulftfisu1rESAAgXMggANyDrBQhUBDoGyzDk3v0cHrO1UeW10qtkY2VjbWPgyVI6B0HJAYTeeTdgdltKVvY2rj6bIlw6q8Tm4urGizXYdUHz5tYLuxbLT99GND0m/yuluoNu1Y1bf0K1gquo86EHbp3lgr3zsf0vFBIM6HZe4W2mB3Rtqfka45+umH5+MDnudac+/qhmnPyTq+rqTr+lTmmXr+1YdkGDjptDkttVPxUlv3oVh9DNukrXUG7aqPrswOXM2jkzWu6uxUePy+bfpoZLWVjsd3u5rrWJuRMvO+7MCByatf8YrJZ594ov81LHeVg7xlrRW1H5Opj1xMo+PWtXVdG7wW7GgkOO9gZ8Npj+P6Vc6H64fB7RI9XtJ2Lpx2WRtTHpk6583FeTsgf0TOxwE9Aak/aKdBtzkAnq9jU6cBF69HW96mG920rTbScUjZkhxr35W149U6cHn001/ybZ3SDtvaDHTq2tp+mnYex6HGc7uRtJ8cPavX7Gv0nr1Wv7zmJ5h+9d2y3ueSfo/vtKd5jo75+GflPZ7XZcZV/bbgtScdj1XrQGnvG7UHKe2nH+WAqN5/Nb32TpVnvPbaq2+Nlf3M3N2P14rL3E85IZ2svNK9E6IOfJ3ZzyK9t2lfm5rLs9r7JSYfU96SAAEInBsBHJBz44U2BEKgTmo6fP22jFp8jdQtGWy/yRJjxG08E2NA66MZMqi9IZVODHbfsRJ1YPMB0GkbVBtqG9cYaUvl7XTUF0ClVw5IJ92/x2wPJMpWvzHUstSLPt1vl3afTttIx2Db8XC6jLWkQcRwn1D+iA7NB3VAdZlOqYs5a141907WoUPpAjqo6w//nl9T5+7yJCGy7bPVdXkONqNjqHpbW43lMOyn9Mb0U9ZJiUWfkZl78p2UODvGoK4dy4e30zpkv+raayeXf/rTxTynHr8mPozXAU96cQ5ysHd96pK2dHD5WBgrd392NtzW0nmP5fzQAXF+rA+PlXlZOri9o/Nj6ZS10tdbeUn94cE67F4r5yO3oRc9V/fj//m6M740lig0dWns/qyTWA6n24/o9mVdnddQtZO+mfi96rxfgZZR8VSZ2zvtuowXmbbuMw6938tL8+v6b9tXO7XxNdsRdhgdQ3X+daebxPKNckJ++dSpyVUqM1ePkY0u+1n2sHIGVN/vZV269i+1z/xLqv+ExUySWzDx6+rrK+dDaX+hvfY2tXO6nnyo3NdR40q6n532NO+TZlBrTLLWjvtz/5ZdzNMPy+xplr5uR/+ghuTsce35j2rvV9Zh8WZapPkfAhDYIwEckD2CQg0CAwI2OrMHHnjgk0ePHv3vMvavl3GznbZNrGBnw0arjLUMWhlO5W0oW4Md4xkDWgcH6VtWUHopuFyG00a6YnewtxG1kbXhromofttHFVRW46jDJefGYyjaQFuOGWuXZYw4Ib7GOFUx1DbSnaGeHPEdaeXr41eSvpJcTdJL0nPwdUnPYbSu06n5WrdpU2k3VLkPLXU9rU6r63KP0cnR/hodd2vdOm005WnfyuhWmcfMOGlnBaeTb2WTtlocrNN6za+5/PLJF+qjWB//3OcmB3XHv67POj5gKXrNtM6I27vMdcOwqjx66buY6hpapyNlcTwydhwP9+3oELmqX/eV+Scd2ZbH6WjrfLA8rY8KXaOxLlM8JWdk6aNUHl/9eyYl23RX5te96oc6TV7J5X6S79q6j7x/V+p2bfr6jLtCZl51PdEZjOtr6vtL3UD29Xvsw3y9b92m9fUf5IAsRnAvi/f62J7m/SzRHPo9Runi7vXguVqqzNeW4FSi95jcqPD3z8oJURu/B7x/Zl/rnQ+1dbofT+0Xq86dqi9FX08ba02prPZKydb5cFk5IWqe/czX6+g9TU8/NrXfrR2fTP77z2rvv0PD34kDIjIECJw7ARyQc2dGCwiEgO2ev4/4DkU7ILajfXCmN9ZKtwba6dZQ9wZU5e1hyAbbIQcN91lR5WVUlbdB9Z1Bf8wrTkI5Oy5TfW+slW/HrJ415UipLhls9+UxYqjTt2U5IFLvjbXKWoPtv3zuL04flDP0tP++g/vW+P3cPZTzig5jB/FV5dHt64f9dv3146X/Rq9vm7qB3Fa/h7ZLbYb9qX1cgMy/pModyllyohnHrJwPOx++/Pq9Ur+G9YmHH3ZtH2oN6MDmw76j80n74O7QlrveYbBkqyz/pa7WmV5PyzghTrsP5+10OAydj4zvOqcd0pfzSUe6P8f0PZSpjyyHxIdURX/3w46If52tZqP5RXrkOgQvJlDrPU5KlUs3Olbp2zXlVd/1Y53018pt5U37bXWDPrbVp60rnG7yfborr7b6r8qj18iqb/LttY618XiPqtGr9bp+iV7fz4jvAb9eKnMc29Oyt7lv83Mcpp2va+nWgtMJtQY0Xo3hdSAd72n1MSlLKXp/65+AKF/jqKwdrx/DHad/yX6Ndensabmh0johvqHi8XzTJHtabqqcUkcnNU85Iu+Qit9E3mLz1laSAAEI7JUADsheSaEHge0EYnjeqUPR31e17fBSKEOmEr/R/Jno9ilIjHQMdRlP6flQoBPbop8mXUZUpTHWHryidGywE21M8+VzG9M6HHSG2ge/3mC7b4Uaz4kuH2NtWYa6qs4+/ShjrTJL928nxIbaMYb6GaWPaCx/bMgHFl/N0sFbeV9jHTgG8lzK3c1Oh/ex/j0Ph3Y+w3zajZV7fvXCN/OOXhZEnIsi3OiN9tvMZeza+77Vjw/ZN+qL6IcPHpycOH261pPrHXIw92ucpyAud951lqlLeb3Gqks+zorzcSys4xDpvlzn6LSdkIzROiHVSP+5LsF9ON/25fQwul+XjclyPFTvOn/3wz8Le7nSJ3S33iGH6j6dMhd4/CaftKuqXSOXdNXOod6zXTr61nP5kr6yeV9Fr5VW3ymfeRW5wZwzzpIT1fSX+rb/sX5SP6bvfeuI4q16jT8hxoeUdpnDTnuax2n3tRrXjXwNWQfm5zXQlVvWe9KvaVfuFemPj2ZP8x7WOh/eR7OP+QZLP27HyuNVkMxayxpz335y5utob6pkX/OeNvxOm1eWv9OmuPbo1tbGY9PpO5Wd3LnYgp0kQAAC50gAB+QcgaEOgYaAbVk+hnW3DOw3yMjZri05Irlj6EIfGvKRgRjqyPRbRtsGVIa1go1oZ5jLiDo9MNaeSBlT1dWdQrWJka5xVW7pHjOeZRlq1fkwEqNdY1TVwnjHCemNterifFjG+YgDYkPtX/TyH0N8svt7AnXAcJ8qz4GjOyJsLxvqDPJ9X11/Ejv2sVv90nwGY1XbQf85PLXXMtRbqdP0P5zXUt6ZRrfmqCK/zvv1sTY7Ib+npyD5exxW9+sWx8OHPR/QHVqnwnk7DKlzmzbE6UhZ6i1d10r3ESfEMmmP7ehg6TbJpz/XJW05Ft2/y1vpdEUdin133A7IEUV/8Vx3p5ediy6vThblno/SDjl87yWf96Nl2g376HUyVsZ2m7bdoL7vb6S8HaO/hkZvqb4ZY1WfK/sYtHW/1vVGdqvk/63X0OkEE1za05T3XtLGumaVtdJ9ek1XULp/HzutQkcfSEqqrJwP5b3veC/zXrN0A0dltbdJJ+Ns29NU53H79dX1V+uqS5fjIR1fo2P/VFdpX2ecD303ZlO/fDV7cj6/++f4+JXIECDw3AjggDw3frSGgG2fbNj8x3XI+sYxHDaoNmKtgU46htPtkrasIKMYg10GVIV16FW5jXPKbDR91LS0Qe4NtfTKQEvXjo/T7ttjt2PV7/CrrIL0PN/qu0v7AOB8xiiDLR3LuluotJ0PG2tHP/1Qg3r68awOh+7P11H9SjpsO7yn3pVJd7LPD+qc3dZPV7ZT3dJ8RvRrvIzt+k4n7epYr3oHj5981Q90q+1YWdM+/Vd/nW6luzl4jOQ9lp+C3HDFFZM/ePRRTSCjlsricK7DuA/8cTycTvThfVXwa9wG5+1UOLh9vyZU7n5c5zLXOZ8xLIftUpcxIt1322+bdp/Ot9LpRF+f//bHQT0J8g8eePb94btJu8xhT3W+nka3yDdl1Y//U1m9j7q+k7ds20e/5tDUVXnyXX/b2qVestVv09uuLW3G+mzqhu2GeV/HU+rjZYpfovhRxcsUs3osvafV/iLd3FSpa1D5UKpoEaSrhbJ4Tymd92/tMV5HKnPfibXXqNxPj31jJfuYx6tf2ZKux6rXokvX2FonCVlr/dpSRY3TjOW9s6LKhnuab6j4V68cj2u4p7XXK7l1z+BGk8oIEIDAORDAATkHWKhCYISALd1Ud6J/c2Nj4xM6eP1RGTqX2Sb2wUZtaLBtKB1a47koOft/GU0ZWx9B6hgiA1mH3sZ4+hDgAf1mtlGujypIurzuGCrtsZyvw6GlY1euZKUtHWpMy6Sl5/5zOLCh7r8DonSegPj64oAc0MHwSR0CPBeHmnt3YO0P1C73AVf95yDSH07cKNedPrp8X97quK+BXo05KHOTjNXrt/1Ef6S/dtz03cq2v4zhNg7JL+m7QvUu69sm39Q52bfv+vNn8q/Wx7Ae10+lrpurlbrQPgXJwd9yt2CnwXp+/R1qHfi1UYyzkbLo2RlIu3YszyFtUu62aZe5uGw4VsawbJ2P5N23v/fhpx9rcj62nn128nTXYdZ0f6BedH72QNyNFz2vvXovrNDr6zs9qw3b9jqua/sZjjXWtilr55z0Ut+D/pbG2mncsWt0X3qtffMhK6Ouy+ukK/Mrc7n0vkLr4qN6ajYM2dO8f+XJrvsaxmE7X1O/np2WQm6o1D7jfBc9qvcb7211Y0WydT6c9nj9Hqr+nHcIw36NqazWlmQ5PJ10/x4vTz6cb2+olAOiPV0/Tzx7eGvrE3+gvX5Br5pJmwABCJwPARyQ86FGGwicJWD7uXbfffed1F9F//s6YP0rGTnbs20hH1GKwa6DmbRiMN0gaXeaWAbbeR8OJW2ILesjCkr7TewBY6jL8VDessZq0jbKvbFWuceLoVayQgx2jHSNpXYZw+UeyweQ3C2042EHxHcJT9nx0EevnM6clVz8ZLATCi4vqUNkfwh3QXeNHrPS1tN4vb6K23T0o1tzTx8ZI30N23b5Gqut69q72dhYS2VtHxnXDffYh5l6HfQLZqyPQZl17XRco584fkwOyDCYgQ/pDrXG1D7B+YQ2nTJLOw6tdH+OcSicrjl3zoedBOfTzunUux+nx4L7cWil08OYJx4udzoOiH9+d5+u/xn/UpPHXHS2WNNN2uvHdal3la/Q/S2uVHWdTnStk/dF2rV9VFptSq/+372Pvr+mXV+2Sx/9HHydbr9ivqWnvkpnoNv34XqPlz6i35W3czounVeI8zVaE0+pv9YN8dX7Pd/vJ+6vex3cf+aiZO1XkW5Xr7ELpO989prsadlrPF45H5Jj+1o5Pu5mENtrU1U/XsbNmBnH43sv87smN1Syp9kBOaEunpYD8sRk8vffp73+rYvpLN5kqidAAALnTgAH5NyZ0QICQwI2RGsPPvjgz+snef9XGeE3ytBVWau4k8Ee6iXvNg42lDaeNtD+44Yury9puk5ldkp2MtRxRmyo+wOD0nVI8MFBaQePUbL+78ZU2uNXVH0M9dBY21D741fP+FevFOtwobk55DqWDu/d4aPqG70lHbdt6nJgKem56mBUfSu9Tc/9W2fFOHsq9+S69jVO01fK9zx/tS1d/9f0M+x36TqkupRPO0n/wtgB3Zn2ndu8fu7aIU5BHBGX7eYIWMfBzNrodsknbTlMZ8zUuS+nE9p0vS6qGJMZK9L9Ot07H8rb+djS048zJ07UL195lBqpYdEepD2HpXyr58o2r7TDkn6Xz9Us1UXfjbp+ts2lqXNy2H5Vv8XS/Xf99m3N35nO+evrh3oey3oKHrNNV5n/W1VeVfPJIdXfrHX2Yf1dEH/h3/tAgkktOSHKZ4zotHJBVkOq0NEHf+9fle7y3lf85NT7m/etevKhfBwQ71/18SuVZS+L9NgV1TYha8z57KP9eCpz/zWm0nY+2psqtactvvuxpqcf7/2/tMffruHvWvgq0iZAAALnSwAH5HzJ0Q4C2wnIls3/rg4Nd2+vWpTYANqoxVCu0rOBbGMZTpW1dwptNF3eOx+dkbbhLiOtuvYz0zHSkUND7bxDDHbGLGOtPmss1cdYt4bah5BnpfO05GO6I+3Dog/ZDm5fQfmklw7VqqzyVr/VdeM2bz2NVWXdnf6+ffRUX2N0uk5n7KW+ur4tUr80t7adddxfozvWV/rZVte07/to+s81pH3GWqXrJw6HdDB8Sk+b2sO99R1a52NRYmyL3iNdnicXLnMcy7d1Tns86yVdB2WVtTJjjs0tdZbuIzLjtDIOSD350LralHNbH5eR83HmmWcmU81DnVQf9ep4fpVb/LfysL8YdLWu6tOfVZNO38n3ddbp5tGXNXNJXdp7zkkP+ypdrzXruE+zdadOj7VzvesUoldyJL+tvXUGbft+lPBh/2V6T/vvzngPGAbvB97THNzP8PX2rMai+3L0a23p73iUdLnK3K/LyvFQPjdReudDZd7LlvYz5ZeuRXmHrLEaz3nFjOGy7Gl5+mHpa/KepqcfkycUH9PeLmFVT4UAAQg8RwI4IM8RIM0h0BEow6SnIO/VU5Cf1OHs+3RwGjVWLozB9mHAhwsHG0WHMWNdBlN1NpZlMNXOb14fUm0Na6CuLIP689E2zmW4VRdDHelR+0OK6jO+is/OQeUx2u7X6TwBibH2RxVsqPUZ6ckjuiv9UHsgVtmw3+H1qnkxGNNbKlNfFTJXHzwVWp0+3+m2dZUelJufe3Vdr6uyPp3yrl3fvxMK25wEFw7bj7Ud6nTtLPYydubtNeDXeVXwoT1OQXSGB8SUW+agZtk6InE2XO72yafvoXRfGSfSZWPBfbbjJh9pB6SNfvqh71tNnn788clc6636Vx8OSyQ812bAPj1WPtI+B9m+373oZLxdxvBcPOOMsePc3OegPxf1bfwUpAoWJemz1xm0La3uWnodJ1boeZ77xPyw3teP6SmIb3C0a9RNvSf4JoT7rvFXrEm3c8w+1qZ7h0Bts4fV0w/pew+rfUx17X6WvSyyxpduheYanc/YXlcZ39JjOfoaHL2fZU/TE91N/d0PP/34yf+kvZ2nH4JDgMAFIoADcoFA0g0ERMD2bHb69Om/tX///jfrYPTFMnZVNqRjQ7fkhFihM9oxlG7YGug4ADGaljbaZZzV1m/mGO4Y6ZIqj4G2THrJWKu8DXX4U0E7hxjqGGs7IPU5ac3B30RQnH9KXwh+Qgcif/ndwfNvQ+W7upT3OivaWG9UR4eiNozqtAruZzC2q4ftfBAb0/Pr0+s2/S6VrdDpx2nGb9s5bWLDcVuddn00w0+m/ovoC2dsAb2tVHqnJyFWzUHfMk5HHIyUjUkf/FdF91uOgRMKbXpRsvjf/SY4PYzt0w/X2fHQz+/On37qqcnjTzyxePrRddBffNNnXxYdj6F0W96mh4fwzM2y9Hboe0wn7ZcO5V0fS+N2iq3z0LdNYqd2F0JH/Y/NyV37SepU7+2ZHBDxG1XzftAHz7V5L7T7SO1bUvTrkLSl383ew7Kn+emHy2p/62T/RFf57GXD/Wx0ctKvtSXZzsX9J3r+cUD8k85yPrZOTqdrn9va+kPdWPlbd2jIOxfNpUmAAASeKwEckOdKkPYQOEvANnX26KOPHr/hhhu+R+l3K9re2UZuC60T4oZlIDujHeMcGQNt6ViGWjJG24Z5yVirHw865oDYQDtmUr3B9qFBoebSyIwZQ+15O9pg+66nnQ/9Pv7WfRsbs4/okLIqLHof1GqeFbqxB7Vns9E7W9KnRvvta8cTe25zgccdn83Z0qEDcrZmPOU1s0+HwisOH671M6ZlHTshlv4bIG2oNafySNclPeaE2JFw/SrHI45G6t1fypweBvfl0MqMH+fDMh+/sgOi/PTYsWOTp59+ejIbXM+w/2F+7IA/1DnXfP/+GWvYXd9YVVu2Yx+tYpPesc1u42Zdj+it7Ffv7YOXXeaf/POXcrJ9NDNa7AkpqNdRGa9pv8qO2UuS957isuwtkXUzRXNrnY+lvwGiNp6A52qZdOZesrm2jJc5WLZjZz+rPU3tvIvZAXlCQzw8nX7Pb2tPv3GxnXq6BAhA4AIQwAG5ABDpAgINAdu19QceeOA39FGs/0OHuDt0YLJd83fHt4U4Ib2BlPGrX4KRpi1dDGYMd4y1O/NAbu83cRlsyRjs4Z1Cl8dYW7ZR2aXQz0WlmUMOBhnTF3Rac7UDos9I+07h7H+cOPHUkzoprs1mU7VzN0uhDgVLJco0h4Rh1VJ+r3pLjS5AZrdxc5DLULvpR+/Cyempzc25DoZX6aegdb4u7NtQu9wH+TbkoD8ss5OSutYJsSORfByMVTJ9xvmITLllN9cqStoy87R0vnE+9Gc/NifHjx+fP/bkk0+q0n+AZNs6a8e44Olzfb2H+hd8QufZ4WKdjDYeA6oFpV/s3ZpvnDixdvXVVx/WUwovppVOiPtI9BMNOyFu0EbvJd7HXNbuL9ljvKdlPyupfjxg9rLI1vnIvia1pZC5WA7n4PG8n2VPs/OhmypnnpnN9j20tXXn/3fs2G/cpi32rsV2q1oCBCBwIQjggFwIivQBgWUC5RfoLu3b5YR8kQ5t3ynjbfu20glZMpADg90a5zgeNqJxPsYMdgy1ZaKN8/ka68zBY5ax1hzri+eahpyP9WObm++7bz7/1sPz+empDsRSu6jDkxf17M5pcn5J5bNOv1byPzrdtfbLvRRymHeh03E0kneZHQwHOwzOOybdSqcT2zYuS/sxWZXdf+47IWNFxgkZOB/zM2fOzBT/jP4OyG9deeWVMzkjud509ZKUV70EZq1Xa6ov/+/Xa/LLes3foNcqW9C22bvCT0b9CvsF8uva3lhxmWP2Fe9r6cxpOxeus0z0ynTaso1ecY6LlbtIK7sUPI9+Lkq3Y2dPyw0VOx/63sc+ffTqX/0X7eG3yfm4G+djiScZCFwIAgtrcSF6og8IQKAlUO8tOSCHVPgeHcxet5PBdkMb0P2KBzrp9H4d6GyQh9GG2HcPYqyTj7FuDbXTMdCWSStZacuEGGrn20OC0zHU/gWi1vl4eD7/wGfW1r75/vvue8ztCS8OAa2179I6+xmtM5/dvJxqDY7Nxk6DHRDLYdp5OxKpa9PuK/Upt3SwTEy+Krq6pC19IE1wOvmk7Xg4bUdE6bk+eqVfdt5Ye/bZZ7/7D//wD/9Z2iJfeAI33XTTy/SavEuv9Z72NO9n7Z62T+vEe1u7p3kv220/W7WnxfGIHC76rDTvYU63zoffKMMbKs/ohor3tN+eTN40P3bsZNdfulELAgQgcCEIDN+rF6JP+oAABBYEbBO3br755iO6a/trncG2vbPtHQ1+Q9oQtwa7jLWMdgx2a6jjgLisdT5aY+1JJLr/YVRRhVjYGOnWAbGhtuPhydcvxCirX71af0SG+oF9+9587733Pq4qD+tmhBeegNlvnIsTYmdh6ISkzHLogKTMcqfoS3d9Kysz8l8cDlfF4XDajoejnA5/7Kqcj5MnT373Zz7zGTsfXu5ekoQXnoC3ks3BnpaHF6Oz8UrwPtXuaXFCspe5PunsY6v2tOxt7teTyX7mtMNi5S3S3suyr2U/ax0Q72n9r175ycd0us972oPa0z6rPU1t3S172gIn/0PgghJo36sXtGM6gwAEikAZsBhsHepep4PVjgbbrWxk7XjYaMfxcN6/DJO8dZweM9geNIbaacehwVZRb6xjpGOwLX3Cs+W1kc7TDzsg+oz0GTkf+x6ToX64cz7u0BB3YqhF50UNPrMNnZC87KMTiyPROiJxPPKkI/nopjz5ofRALkto0ymztMMRGUckTkj35EOftKqnH2unTp0q5+O2225bv/vuu70cCS8egaU9Ta+vn4TseGPFU/Xi9B6WWPtYt5+5LtHlTmdfa2X2slZ6pbVR2QqL1bVwQJyOA+J9zT/vmz2tfslP7xt952P9ka2tD3xGe9qTixsqdZ2L3vgfAhC40ATOWokL3TP9QQACIdAbbP1E77/VAe7NMti2gy5f+R50RWu043jEcMdIO98a6aRbI52BIlcNaiMdY20jXQ6IyronH3N99GrThvoxGer7MdQic9EFL4vWCfEEvda8LFYGOwl2LFpHJGVDByTllonuOGnL5CvR1SUdZ8N6SdvhaNNyPBzW/KtXfvJx//33/zOcjxC8KKS3kv7prtZIbqx4na3aXqrC+9WSE6K8F62filhmX2ulB3PHrfQg7X42Nqj3skTvZd7T/GZonI+5bqhs6WNXa49vbf3aA/v3/zmcDwEiQOAFIDD2nn0BhmUICFxyBMpg+6r1MZmfksH+Hh+6FHY9HLphnA8bbqdjqEvKcNs4x2APDbXbDw113viWNtAO5XjIQJdUfmCoN+V8zE7oF66e2Nr6pU+trf21ib7zIbX+utwH4aIg4KVgJ+TNkr+gg/7LdLj3mWvHw6FnHmdjKONcuLxNp42ly9t8W2bnIsF6XvuRcTws5XTMVac/9bG1rqcej8lh/3b9mMOvqW1dU/pAXhQE6r3ffSfkn2ptvFWvW7YPr7WVwQ2zl2Vv8wucvc0/udvuZ+4s+5rbJnrFDaOKRvc072cje9ra01rTT25t/fSnjx37XrdVqOtaJPkfAhB4vggsLMbz1Tv9QgACLQEbNr/nNnU4/Ks6gP240lfu+XAo5RjrSBtlG+olY905JB7M9R4wA7fGWrecVTMw1srbSNs16u4SzvURhU1/3+O4DrHPTCZ/8/5jx/6Jqh0w1AsOF+P/fuk3b7zxxi/R+voXWmtfu9fDoS9mzAGJ8xEZvUg7FG2wnp2KhNSnzDJRc7PzYcdjpjiV4/Fb+sL5X37kkUf+QO3rWtIP8qIi0O8B2tP+umb2D/U664+l783h9Qubvax1QLKfRdoh8UCJ2deyt6mq9rmd9rQ4IHqaW09y9beL1p+aTI6fmM/fJif3Z9WFu40D5S4JEIDA80hg2WI8jwPRNQQg0BOoA5UM9lfLWP+k4uu7g9je7lKrGxvm1mC7w95YK21D7bIY7Dgezju0b/xY3MjuLqE/1O2nHuvP6iB5cmvr/Se2tr7/sYceer+auxurOxIuXgK1zjS9fVprPyj5g83hMEtjx9nH2fBHs9S2osscko9sy72ek88ALnNopdNyOPxdD/25iPm6fqxhQ+kf1YHwR6WqJYjzYWYXecj2svWKV7zi9Xrdf0Lx9XpZPe1z2tPsjGRva/czL+R2P/MK9KCRSu5pT/PNFDseuqEyOTmfv//Z+fz7Hjl27ENqnveKuyJAAAIvAIH2HPICDMcQEIBARyAGz4fD79Uh7ocUr+uMtn2A1raOQosBXmWw3UFiTgh5w0fGi/BRwVED2/HwHy1ZO6OD5rNbW6d1gvgHDx079iOqzmHC8yO8NAh4CdRJsDsc/qgOh9/og7+iX8csox2vpnUynLZzkbJId+B0KyvT/ecxHbqxLetL5pJrLtP3PX5D6/8HH1o4uVbt5+4M4aInkD1tXXvaD2m2f1vrZP+57mnuJM5HpMscs59ZeqUlKlnp3BGxzJ6mTcuPY7bkfNSedmo+/5x+WONHtKf9lNRwcg2PAIEXgcDCWrwIAzMkBCBw9oClz1HfqDu/Pywm39EYbR/4Y3N3xOU3chRXGWvXD4MNtU+hMtb+aS6fSNc2dbjckOOhup/XB/J/XAfCj3bt3DXORwfjJSS8PPzaeT1Nbrjhhr+iA//f0Dp7jQ/+ijmv5VxntZUhDsdQusEqB2QxRDkf/o6Hn3bUWC5X9qNq948feOCBf94N6nOn15nnRXhpEej3CDm8r9Eae5um3+5pfl2zXe14ZVFyh14skU7X4pG0jmMb4nhooC1HLfr1rWZPO7229ncfu++++7s27spNCBCAwAtMYPjefYGHZzgIXPIEYmdtmCeN0X6LjLf+sHh/QGwN957et1Yaxoa2T51zOx6S+XyND4On1OYXJIeOh400B8IG4Esw6cOWX8P5Lbfcsv+JJ57481pf36/D/2vtOOg19yXVOpT00rH+nsIqx6NrbIcja0cf5+9//eojSv/E1Vdf/W/uuece/xpqlisHwj1Rv2iVsnaGe9q3a087MNjTWl9i1wsaKnugJniReRVbtnvaU9J5x8jNFPa0Bh5JCLzQBAbv3xd6eMaDAAQ6AktGW18evkmG+tsU/6IOaV/RHNqsbsPpmPfv8KCY8jr0dSc/6zs46w/K1EGwUouz4T0a6y7V/aI+f/9xKyr4pqP109ZlhJc+gf4utS5lTR+X+QbJv6D4LXZ6fXnNIdGvfa0ZSa+rrC0l+3S3xFxUD1ScrzZat3Vm9PrtKn0YfKfiz2md/WfJODztnKxKeOkTqNdel1GvsdbZlyn9bVoLt0veMtjTrJN1puSS85s1V+us/rPG2X3JRTMpzWqdea1pT9Ma/l3l/7XiL+pnnO+rFos9LWu6K0JAAAIvBoG8sV+MsRkTAhDYTmDJaKt6po/MvEHym3SH+k9KfqUOiZfFeLu5D4uDYANrM3z2/a1cZTrjrJ8b0k/fTz8mvbslf1kff/GXy9vDoDt1P4TPTwJeDl5rec0nndP7TSr701prt2qd3ex15pA1FlmFZ9eH+6kQ/chO/15VflDxP6r83c1h0G3seHAgNInP3zDc09a0p/mHN75Vl3yb5Kt32dO8F8XJOEup2dO8zrRm9SN9kw+rr1+XfLf2tPdJZg/jZspZcqQgcFEQWFiXi2IqTAICEGgI+L1po1mf20+5DPcXyNh+ueLrVHarDnTXKH2L0v7c/Fz5w4r1pV6VP64y97OhsnskH5H8iMr90Zf/JgP9WZW1ASPd0rg00l4fcSB6Z0R3qy/Tge41+vWrWyS/UuvlK6R31FHrx+vMd5uvMiJln1TcUt59HXNU/nd1EPywvtd0j+RH9bTDh8MErzMHHI8Fh0vl/6EjUtfd7Wl/TMvntVo3r1XhtZLtnnbES0tl+juC86dU3+9pyj+q/AdV/wHF3xvZ0/g+UVHmPwhcfAT8RiZAAAIXL4EcEC19QPSdwKVw5MiRq6688kofCOf6+wnX68B3VAe/4wcOHPikDPT0+PHjW48//viTS40WGffZOh3b+h5pQ9HnLwEfEB29DnpnpLnctZtvvtkO7lw/l7tmB8V1djD27dvnw+H03nvv9QFxtK3Kvd7sdOSutJKES5CA14HXmeWue5r+IOWr5AhfqfV2bP/+/Q+yp12CK4ZL/rwk4A2AAAEIvHQIxHD7veuDouNeDnTn2+6lQ4aZXkgC7SHR/Z6L4+C15uiQ9WlJgMAYgfPdm8633dgcKIMABF5gAjggLzBwhoPA80CgfR87nXzrmHAAfB7AX2JdZl3lsuNktOvMday1EEKeL4F2rWWdeV21a6tNn+84tIMABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAALnQuD/B/gbRtG5ek4IAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=800x400>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zero_system = ChemicalSystem(\n",
    "    \"\"\"\n",
    "System\n",
    "  Atoms\n",
    "    O 1.5 0.0 0.0\n",
    "    C 0.0 0.0 0.0\n",
    "    O -1.5 0.0 0.0\n",
    "  End\n",
    "End\n",
    "\"\"\"\n",
    ")\n",
    "view(zero_system, guess_bonds=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4fa3c3b6",
   "metadata": {},
   "source": [
    "## Run the custom `Zero` example with `Type File`\n",
    "\n",
    "Here the ASE engine loads the calculator from the file distributed with AMS. The calculator argument is again given through\n",
    "the multiline literal format.\n",
    "\n",
    "If the ASE calculator is installed in a separate conda or uv environment, you can specify that environment using the arguments below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "269e5297",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Task GeometryOptimization\n",
      "\n",
      "System\n",
      "   Atoms\n",
      "      O 1.5 0 0\n",
      "      C 0 0 0\n",
      "      O -1.5 0 0\n",
      "   End\n",
      "End\n",
      "\n",
      "Engine ASE\n",
      "  Arguments\n",
      "     \n",
      "energy_per_atom = 1.0\n",
      "\n",
      "  End\n",
      "  File $AMSHOME/scripting/scm/external_engines/backends/_zero/calculator.py\n",
      "  Python\n",
      "    Type amspython\n",
      "  End\n",
      "  Type File\n",
      "EndEngine\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "zero_calculator_file = \"$AMSHOME/scripting/scm/external_engines/backends/_zero/calculator.py\"\n",
    "\n",
    "s = Settings()\n",
    "s.input.ams.Task = \"GeometryOptimization\"\n",
    "s.input.ASE.Type = \"File\"\n",
    "s.input.ASE.File = zero_calculator_file\n",
    "s.input.ASE.Arguments._1 = \"\"\"\n",
    "energy_per_atom = 1.0\n",
    "\"\"\"\n",
    "s.input.ASE.Python.Type = \"amspython\"\n",
    "\n",
    "# for Conda:\n",
    "# s.input.ASE.Python.Type = \"Conda\"\n",
    "# s.input.ASE.Python.Conda = \"name-of-conda-env\"\n",
    "\n",
    "# for uv:\n",
    "# s.input.ASE.Python.Type = \"Uv\"\n",
    "# s.input.ASE.Python.Uv = \"/path/to/uv/project\"\n",
    "\n",
    "zero_job = AMSJob(settings=s, molecule=zero_system, name=\"ase_zero\")\n",
    "print(zero_job.get_input())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "99992ca5",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[19.03|09:00:45] JOB ase_zero STARTED\n",
      "[19.03|09:00:45] JOB ase_zero RUNNING\n",
      "[19.03|09:00:46] JOB ase_zero FINISHED\n",
      "[19.03|09:00:46] JOB ase_zero SUCCESSFUL\n",
      "Final energy: 3.000000 eV\n",
      "Expected energy from 1.0 eV per atom: 3.000000 eV\n",
      "Maximum absolute gradient component (eV/angstrom):\n",
      "0.0\n"
     ]
    }
   ],
   "source": [
    "zero_results = zero_job.run()\n",
    "\n",
    "energy_ev = zero_results.get_energy(unit=\"eV\")\n",
    "expected_energy_ev = len(zero_system) * 1.0\n",
    "\n",
    "print(f\"Final energy: {energy_ev:.6f} eV\")\n",
    "print(f\"Expected energy from 1.0 eV per atom: {expected_energy_ev:.6f} eV\")\n",
    "print(\"Maximum absolute gradient component (eV/angstrom):\")\n",
    "print(abs(zero_results.get_gradients(energy_unit=\"eV\", dist_unit=\"angstrom\")).max())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "0ffddca5",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Distance matrix: (angstrom)\n",
      "[[0.  1.5 3. ]\n",
      " [1.5 0.  1.5]\n",
      " [3.  1.5 0. ]]\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=800x400>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zero_final_system = zero_results.get_main_system()\n",
    "print(\"Distance matrix: (angstrom)\")\n",
    "print(zero_final_system.distance_matrix())\n",
    "view(zero_final_system, guess_bonds=True)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}