{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "4b1c0ac1",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T13:48:16.522443Z",
     "start_time": "2023-01-09T13:48:16.508309Z"
    },
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "E001\t\t\t\t\tNo.1 Line Incoming Kwh\n",
      "\n",
      "\tE012\t\t\t\t30/40MVA TR Rougher Line\n",
      "\n",
      "\t\tF001\t\t\tRougher Incoming\n",
      "\n",
      "\t\t\tF002\t\tFurnace Power\n",
      "\n",
      "\t\t\tF008\t\tRougher Thy. P/S\n",
      "\n",
      "\t\t\tF009\t\tRougher AC Power\n",
      "\n",
      "\t\t\tF010\t\tWater Treatment Power Supply-1\n",
      "\n",
      "\t\t\tF011\t\tFinisher AC Power\n",
      "\n",
      "\t\t\t\tF411\tFM Fume Exhaust Fan\n",
      "\n",
      "\t\t\t\tF411H\tFM Fume Exhaust Fan Inverter\n",
      "\n",
      "\t\t\tF017\t\tNo.4 Furnace\n",
      "\n",
      "\tE024\t\t\t\tHSE Main Thy.\n",
      "\n",
      "\tE025\t\t\t\tR1 Main Thy. Top/Bottom\n",
      "\n",
      "\tE026\t\t\t\tR2 Main Thy. Top/Bottom\n",
      "\n",
      "E002\t\t\t\t\t22KV No.2 Incoming\n",
      "\n",
      "\tE013\t\t\t\t12/15MVA TR Hot Finishing Line(정정라인)\n",
      "\n",
      "\t\tFF04\t\t\tHDL Incomming\n",
      "\n",
      "\t\tFF05\t\t\tCoil Yard Cooling Incoming\n",
      "\n",
      "\t\tFF06\t\t\tHPL Incoming\n",
      "\n",
      "\t\tFF07\t\t\tNo.1 HSL Incoming\n",
      "\n",
      "\t\tFF08\t\t\tNo.2 HSL Incoming\n",
      "\n",
      "\t\tFF09\t\t\tCrane\n",
      "\n",
      "\t\tFF10\t\t\tLighting\n",
      "\n",
      "\t\tFF11\t\t\tRepair\n",
      "\n",
      "\t\tFF12\t\t\tHFY\n",
      "\n",
      "\tE014\t\t\t\t30/40MVA TR Finisher Line\n",
      "\n",
      "\t\tF101\t\t\tFinisher Incoming\n",
      "\n",
      "\t\t\tF102\t\tNo.2 Crane & Lighting Power\n",
      "\n",
      "\t\t\tF103\t\tFinisher Thy. P/S\n",
      "\n",
      "\t\t\tF104\t\tCrop Shear Main Drive\n",
      "\n",
      "\t\t\tF105\t\tEdge Heater Power\n",
      "\n",
      "\t\t\tF106\t\tCoiler/Conveyor AC Power\n",
      "\n",
      "\t\t\tF107\t\tCoiler Thy. P/S\n",
      "\n",
      "\t\t\tF108\t\tWater Treatment Power Supply-2\n",
      "\n",
      "\t\t\tF114\t\tNo.3 D/C AC Drive PS(FN550)\n",
      "\n",
      "\tE017\t\t\t\tPOL Line\n",
      "\n",
      "\tE018\t\t\t\t2MVA TR Emergency Power\n",
      "\n",
      "\t\tF605\t\t\tECS VCB\n",
      "\n",
      "E004\t\t\t\t\tNo.3 Bus Incoming\n",
      "\n",
      "E003\t\t\t\t\t22KV No.3 Incoming \n",
      "\n",
      "\tEN031\t\t\t\tF1 Mill Roll Drive\n",
      "\n",
      "\tEN032\t\t\t\tF2 Mill Roll Drive\n",
      "\n",
      "\tEN033\t\t\t\tF3 Mill Roll Drive\n",
      "\n",
      "\tEN034\t\t\t\tF4 Mill Roll Drive\n",
      "\n",
      "\tEN035\t\t\t\tF5 Mill Roll Drive\n",
      "\n",
      "\tEN036\t\t\t\tF6 Mill Roll Drive\n",
      "\n",
      "\tEN037\t\t\t\tF7 Mill Roll Drive\n",
      "\n",
      "EN060\t\t\t\t\t22KV No.4 Incoming \n",
      "\n",
      "\tEN065\t\t\t\tNo.4 30/40MVA TR 1'RY\n",
      "\n",
      "\t\tFN053\t\t\tAir Compressor\n",
      "\n",
      "\t\tFN054\t\t\tDescaling Pump\n",
      "\n",
      "\t\tFN055\t\t\tECS 가설전원\n",
      "\n",
      "\t\tFN056\t\t\tRoll Cool Water Booster Pump\n",
      "\n",
      "\tE050\t\t\t\tIncoming\n",
      "\n",
      "\t\tE053\t\t\t300Bar(FSB) Descaling\n",
      "\n",
      "\t\t\tF131\t\tDes Pump-1\n",
      "\n",
      "\t\t\tF133\t\tDes Pump-2\n"
     ]
    }
   ],
   "source": [
    "with open('FEEDER_TAGS_DESCRIPTION.TXT', encoding='UTF-8') as sld_file:\n",
    "    for line in sld_file:\n",
    "        print(line)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "b35cabe9",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T13:48:16.538397Z",
     "start_time": "2023-01-09T13:48:16.524436Z"
    },
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "E001\t\t\t\t\tNo.1 Line Incoming Kwh\n",
      "\tE012\t\t\t\t30/40MVA TR Rougher Line\n",
      "\t\tF001\t\t\tRougher Incoming\n",
      "\t\t\tF002\t\tFurnace Power\n",
      "\t\t\tF008\t\tRougher Thy. P/S\n",
      "\t\t\tF009\t\tRougher AC Power\n",
      "\t\t\tF010\t\tWater Treatment Power Supply-1\n",
      "\t\t\tF011\t\tFinisher AC Power\n",
      "\t\t\t\tF411\tFM Fume Exhaust Fan\n",
      "\t\t\t\tF411H\tFM Fume Exhaust Fan Inverter\n",
      "\t\t\tF017\t\tNo.4 Furnace\n",
      "\tE024\t\t\t\tHSE Main Thy.\n",
      "\tE025\t\t\t\tR1 Main Thy. Top/Bottom\n",
      "\tE026\t\t\t\tR2 Main Thy. Top/Bottom\n",
      "E002\t\t\t\t\t22KV No.2 Incoming\n",
      "\tE013\t\t\t\t12/15MVA TR Hot Finishing Line(정정라인)\n",
      "\t\tFF04\t\t\tHDL Incomming\n",
      "\t\tFF05\t\t\tCoil Yard Cooling Incoming\n",
      "\t\tFF06\t\t\tHPL Incoming\n",
      "\t\tFF07\t\t\tNo.1 HSL Incoming\n",
      "\t\tFF08\t\t\tNo.2 HSL Incoming\n",
      "\t\tFF09\t\t\tCrane\n",
      "\t\tFF10\t\t\tLighting\n",
      "\t\tFF11\t\t\tRepair\n",
      "\t\tFF12\t\t\tHFY\n",
      "\tE014\t\t\t\t30/40MVA TR Finisher Line\n",
      "\t\tF101\t\t\tFinisher Incoming\n",
      "\t\t\tF102\t\tNo.2 Crane & Lighting Power\n",
      "\t\t\tF103\t\tFinisher Thy. P/S\n",
      "\t\t\tF104\t\tCrop Shear Main Drive\n",
      "\t\t\tF105\t\tEdge Heater Power\n",
      "\t\t\tF106\t\tCoiler/Conveyor AC Power\n",
      "\t\t\tF107\t\tCoiler Thy. P/S\n",
      "\t\t\tF108\t\tWater Treatment Power Supply-2\n",
      "\t\t\tF114\t\tNo.3 D/C AC Drive PS(FN550)\n",
      "\tE017\t\t\t\tPOL Line\n",
      "\tE018\t\t\t\t2MVA TR Emergency Power\n",
      "\t\tF605\t\t\tECS VCB\n",
      "E004\t\t\t\t\tNo.3 Bus Incoming\n",
      "E003\t\t\t\t\t22KV No.3 Incoming \n",
      "\tEN031\t\t\t\tF1 Mill Roll Drive\n",
      "\tEN032\t\t\t\tF2 Mill Roll Drive\n",
      "\tEN033\t\t\t\tF3 Mill Roll Drive\n",
      "\tEN034\t\t\t\tF4 Mill Roll Drive\n",
      "\tEN035\t\t\t\tF5 Mill Roll Drive\n",
      "\tEN036\t\t\t\tF6 Mill Roll Drive\n",
      "\tEN037\t\t\t\tF7 Mill Roll Drive\n",
      "EN060\t\t\t\t\t22KV No.4 Incoming \n",
      "\tEN065\t\t\t\tNo.4 30/40MVA TR 1'RY\n",
      "\t\tFN053\t\t\tAir Compressor\n",
      "\t\tFN054\t\t\tDescaling Pump\n",
      "\t\tFN055\t\t\tECS 가설전원\n",
      "\t\tFN056\t\t\tRoll Cool Water Booster Pump\n",
      "\tE050\t\t\t\tIncoming\n",
      "\t\tE053\t\t\t300Bar(FSB) Descaling\n",
      "\t\t\tF131\t\tDes Pump-1\n",
      "\t\t\tF133\t\tDes Pump-2\n"
     ]
    }
   ],
   "source": [
    "with open('FEEDER_TAGS_DESCRIPTION.TXT', encoding='UTF-8') as sld_file:\n",
    "    print(sld_file.read())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "3d5b4ade",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T13:48:16.554355Z",
     "start_time": "2023-01-09T13:48:16.539394Z"
    }
   },
   "outputs": [],
   "source": [
    "with open('FEEDER_TAGS_DESCRIPTION.TXT', encoding='UTF-8') as sld_file:\n",
    "    tag_annotations = sld_file.readlines()    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "04703a04",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T13:48:16.569314Z",
     "start_time": "2023-01-09T13:48:16.556350Z"
    }
   },
   "outputs": [],
   "source": [
    "annotation_dict = {\n",
    "    words[0] : \" \".join(words[1:])\n",
    "    for words in map(str.split, tag_annotations)}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "665f036d",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T13:48:16.585275Z",
     "start_time": "2023-01-09T13:48:16.571310Z"
    }
   },
   "outputs": [],
   "source": [
    "import re"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "37ff949c",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T13:48:16.601233Z",
     "start_time": "2023-01-09T13:48:16.587266Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<function re.compile(pattern, flags=0)>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "re.compile"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "0e4d4de8",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T13:48:16.617198Z",
     "start_time": "2023-01-09T13:48:16.603224Z"
    }
   },
   "outputs": [],
   "source": [
    "raw_graph_data = '''\\\n",
    "STATION\n",
    "E001\n",
    "E002\n",
    "E003\n",
    "EN060\n",
    "\n",
    "E001\n",
    "E008PT\n",
    "E024\n",
    "E025\n",
    "E026\n",
    "E007\n",
    "E006\n",
    "E009\n",
    "E010\n",
    "E012\n",
    "E001LA\n",
    "E001PT\n",
    "\n",
    "E007\n",
    "E040\n",
    "E041\n",
    "E042\n",
    "E043\n",
    "E044\n",
    "\n",
    "E044\n",
    "F150\n",
    "\n",
    "E010\n",
    "E011\n",
    "\n",
    "E012\n",
    "F001\n",
    "F012\n",
    "\n",
    "F001\n",
    "F006\n",
    "F002\n",
    "F004\n",
    "F005\n",
    "F011\n",
    "F003\n",
    "F014\n",
    "F015\n",
    "F017\n",
    "F018\n",
    "F001LA\n",
    "F001PT\n",
    "F007\n",
    "F008\n",
    "F009\n",
    "F016\n",
    "F010\n",
    "F013\n",
    "\n",
    "F009\n",
    "F310\n",
    "F310PT\n",
    "\n",
    "F310\n",
    "F311\n",
    "F312\n",
    "F313\n",
    "F314\n",
    "F315\n",
    "F316\n",
    "F317\n",
    "F318\n",
    "F319\n",
    "F319H\n",
    "F320\n",
    "F321\n",
    "F321H\n",
    "F322\n",
    "\n",
    "F008\n",
    "F330\n",
    "F330PT\n",
    "\n",
    "F330\n",
    "F331\n",
    "F332\n",
    "F333\n",
    "F334\n",
    "F335\n",
    "F336\n",
    "F337\n",
    "F339\n",
    "F341\n",
    "F342\n",
    "F343\n",
    "F344\n",
    "F345\n",
    "F346\n",
    "F347\n",
    "F348\n",
    "F349\n",
    "F350\n",
    "F351\n",
    "F352\n",
    "F353\n",
    "F354\n",
    "F355\n",
    "F356\n",
    "F357\n",
    "F358\n",
    "\n",
    "F002\n",
    "F201\n",
    "F201PT\n",
    "\n",
    "F201\n",
    "F202\n",
    "F203\n",
    "F204\n",
    "F206\n",
    "F207\n",
    "F209\n",
    "F210\n",
    "F212\n",
    "F213\n",
    "F215\n",
    "F216\n",
    "F218\n",
    "F219\n",
    "F221\n",
    "F222\n",
    "F223\n",
    "F224\n",
    "F225\n",
    "F226\n",
    "\n",
    "F204\n",
    "F205\n",
    "\n",
    "F207\n",
    "F208\n",
    "\n",
    "F210\n",
    "F211\n",
    "\n",
    "F216\n",
    "F217\n",
    "\n",
    "F219\n",
    "F220\n",
    "\n",
    "F011\n",
    "F401\n",
    "F401PT\n",
    "\n",
    "F401\n",
    "F402\n",
    "F403\n",
    "F404\n",
    "F405\n",
    "F406\n",
    "F407\n",
    "F408\n",
    "F409\n",
    "F410\n",
    "F411\n",
    "F411H\n",
    "\n",
    "F017\n",
    "FN231\n",
    "\n",
    "FN231\n",
    "FN232\n",
    "FN233\n",
    "FN234\n",
    "FN235\n",
    "FN236\n",
    "FN237\n",
    "FN239\n",
    "FN240\n",
    "FN242\n",
    "FN243\n",
    "FN245\n",
    "FN246\n",
    "FN248\n",
    "\n",
    "FN237\n",
    "FN238\n",
    "\n",
    "FN240\n",
    "FN241\n",
    "\n",
    "FN243\n",
    "FN244\n",
    "\n",
    "FN246\n",
    "FN247\n",
    "\n",
    "E002\n",
    "E013\n",
    "E014\n",
    "E015\n",
    "E002LA\n",
    "E002PT\n",
    "E017\n",
    "E018\n",
    "E027\n",
    "\n",
    "E014\n",
    "F101\n",
    "F115\n",
    "\n",
    "F101\n",
    "F101LA\n",
    "F101PT\n",
    "F102\n",
    "F108\n",
    "F103\n",
    "F104\n",
    "F105\n",
    "F106\n",
    "F107\n",
    "F109\n",
    "F110\n",
    "F111\n",
    "F112\n",
    "F114\n",
    "F116\n",
    "F117\n",
    "\n",
    "F102\n",
    "F612\n",
    "F612GPT\n",
    "\n",
    "F612\n",
    "F613\n",
    "F614\n",
    "F615\n",
    "F616\n",
    "F61\n",
    "F618\n",
    "F619\n",
    "F620\n",
    "\n",
    "F103\n",
    "F420\n",
    "F420PT\n",
    "\n",
    "F420\n",
    "F421\n",
    "F422\n",
    "F423\n",
    "FN424\n",
    "F425\n",
    "F426\n",
    "F427\n",
    "F428\n",
    "F429\n",
    "\n",
    "FN424\n",
    "FN451\n",
    "FN452\n",
    "FN453\n",
    "FN454\n",
    "\n",
    "F106\n",
    "F520\n",
    "F520PT\n",
    "\n",
    "F520\n",
    "F521\n",
    "F522\n",
    "F523\n",
    "F524\n",
    "F525\n",
    "F526\n",
    "F527\n",
    "\n",
    "F107\n",
    "FN530\n",
    "F530PT\n",
    "\n",
    "FN530\n",
    "F531\n",
    "F535\n",
    "FN532\n",
    "FN536\n",
    "F540\n",
    "F541\n",
    "F542\n",
    "F543\n",
    "F539\n",
    "F545\n",
    "F546\n",
    "\n",
    "F114\n",
    "FN550\n",
    "FN550PT\n",
    "\n",
    "FN550\n",
    "FN551\n",
    "FN552\n",
    "FN553\n",
    "\n",
    "E018\n",
    "F609\n",
    "F601PT\n",
    "F601\n",
    "\n",
    "F601\n",
    "F601LA\n",
    "F602\n",
    "F603\n",
    "F604\n",
    "F605\n",
    "F610\n",
    "F607\n",
    "F606\n",
    "F606PT\n",
    "\n",
    "F606\n",
    "F608\n",
    "F651\n",
    "\n",
    "E003\n",
    "E019\n",
    "E020\n",
    "E003LA\n",
    "E003PT\n",
    "E022\n",
    "E023\n",
    "EN031\n",
    "EN032\n",
    "EN033\n",
    "EN034\n",
    "EN035\n",
    "EN036\n",
    "EN037\n",
    "\n",
    "EN060\n",
    "EN060LA\n",
    "EN060PT\n",
    "EN061\n",
    "EN063\n",
    "EN066\n",
    "EN065\n",
    "EN064\n",
    "\n",
    "EN066\n",
    "E050\n",
    "\n",
    "E050\n",
    "E050LA\n",
    "E050PT\n",
    "E051\n",
    "E052\n",
    "E053\n",
    "E054\n",
    "E055\n",
    "E056\n",
    "E057\n",
    "\n",
    "E053\n",
    "F136\n",
    "F130\n",
    "F130PT\n",
    "\n",
    "F130\n",
    "F118\n",
    "F135\n",
    "F131\n",
    "F133\n",
    "\n",
    "F131\n",
    "F132\n",
    "\n",
    "F133\n",
    "F134\n",
    "\n",
    "EN065\n",
    "FN051\n",
    "FN063\n",
    "\n",
    "FN051\n",
    "FN051LA\n",
    "FN051PT\n",
    "FN052\n",
    "FN053\n",
    "FN054\n",
    "FN055\n",
    "FN056\n",
    "FN057\n",
    "FN058\n",
    "FN059\n",
    "FN060\n",
    "FN061\n",
    "FN062\n",
    "\n",
    "FN053\n",
    "F360\n",
    "F360PT\n",
    "\n",
    "F360\n",
    "F361\n",
    "F362\n",
    "F363\n",
    "F364\n",
    "F365\n",
    "F366\n",
    "\n",
    "FN054\n",
    "F301\n",
    "F301PT\n",
    "\n",
    "F301\n",
    "F302\n",
    "F303\n",
    "F304\n",
    "F305\n",
    "F306\n",
    "F307\n",
    "F308\n",
    "F309\n",
    "\n",
    "FN056\n",
    "F430\n",
    "F430PT\n",
    "\n",
    "F430\n",
    "F431\n",
    "F432\n",
    "F433\n",
    "F434\n",
    "F435\n",
    "F436\n",
    "F437\n",
    "F438\n",
    "'''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "b34a1d2e",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T13:48:16.632150Z",
     "start_time": "2023-01-09T13:48:16.620179Z"
    }
   },
   "outputs": [],
   "source": [
    "from graphviz import Digraph\n",
    "# Create Digraph object\n",
    "dot = Digraph()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "349a367f",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T13:48:16.648224Z",
     "start_time": "2023-01-09T13:48:16.634142Z"
    }
   },
   "outputs": [],
   "source": [
    "for elem in set(raw_graph_data.split()):\n",
    "    dot.node(elem)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "1bd6dcca",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T13:48:16.664182Z",
     "start_time": "2023-01-09T13:48:16.649218Z"
    }
   },
   "outputs": [],
   "source": [
    "dep_dict = {dep[0] : dep[1:] for dep in map(str.split, raw_graph_data.split('\\n\\n'))}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "4b4a5d57",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T13:48:16.680139Z",
     "start_time": "2023-01-09T13:48:16.667176Z"
    }
   },
   "outputs": [],
   "source": [
    "for k in dep_dict:\n",
    "    src = k\n",
    "    dst = dep_dict[k]\n",
    "    for d in dst:\n",
    "        dot.edge(src, d)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "af900640",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T13:48:19.171272Z",
     "start_time": "2023-01-09T13:48:16.682137Z"
    },
    "scrolled": false
   },
   "outputs": [
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       "<title>F430&#45;&gt;F433</title>\r\n",
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       "<title>F430&#45;&gt;F437</title>\r\n",
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       "<title>F430&#45;&gt;F431</title>\r\n",
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       "<title>F310&#45;&gt;F319</title>\r\n",
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       "<title>F310&#45;&gt;F313</title>\r\n",
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       "<title>F310&#45;&gt;F317</title>\r\n",
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       "<title>F310&#45;&gt;F321H</title>\r\n",
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       "<title>F301&#45;&gt;F302</title>\r\n",
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       "<g id=\"edge123\" class=\"edge\">\r\n",
       "<title>F401&#45;&gt;F410</title>\r\n",
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       "<!-- F401&#45;&gt;F409 -->\r\n",
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       "<title>F401&#45;&gt;F409</title>\r\n",
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       "<g id=\"edge115\" class=\"edge\">\r\n",
       "<title>F401&#45;&gt;F402</title>\r\n",
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       "<title>F401&#45;&gt;F411H</title>\r\n",
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       "<title>F401&#45;&gt;F403</title>\r\n",
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       "<title>F401&#45;&gt;F407</title>\r\n",
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       "<title>F101&#45;&gt;F101LA</title>\r\n",
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       "<title>F101&#45;&gt;F117</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"528.77\" y=\"-581.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">F105</text>\r\n",
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       "<title>F101&#45;&gt;F105</title>\r\n",
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       "<title>F101&#45;&gt;F112</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M430.16,-924.87C436.26,-920.73 442.22,-915.43 445.97,-909 524.92,-773.51 397.33,-690.01 481.97,-558 485.23,-552.92 489.8,-548.68 494.81,-545.17\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"528.77\" y=\"-473.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">F108</text>\r\n",
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       "<title>F101&#45;&gt;F108</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M430.21,-924.91C436.32,-920.76 442.27,-915.46 445.97,-909 535.89,-752.25 385.46,-656.78 481.97,-504 485.19,-498.9 489.75,-494.65 494.76,-491.14\"/>\r\n",
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       "<g id=\"node140\" class=\"node\">\r\n",
       "<title>F130</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"657.06\" y=\"-7790.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">F130</text>\r\n",
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       "<title>F130&#45;&gt;F131</title>\r\n",
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       "<title>F130&#45;&gt;F133</title>\r\n",
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       "<title>F130&#45;&gt;F118</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M685.8,-7794C700.47,-7794 718.7,-7794 734.66,-7794\"/>\r\n",
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       "<text text-anchor=\"middle\" x=\"773.65\" y=\"-2336.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">FN243</text>\r\n",
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       "<title>FN244</title>\r\n",
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       "<!-- FN243&#45;&gt;FN244 -->\r\n",
       "<g id=\"edge142\" class=\"edge\">\r\n",
       "<title>FN243&#45;&gt;FN244</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"879.84\" y=\"-2228.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">FN247</text>\r\n",
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       "<!-- F541 -->\r\n",
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       "<g id=\"edge111\" class=\"edge\">\r\n",
       "<title>F216&#45;&gt;F217</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"841.07,-3315.5 851.07,-3312 841.07,-3308.5 841.07,-3315.5\"/>\r\n",
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       "<g id=\"node149\" class=\"node\">\r\n",
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       "<text text-anchor=\"middle\" x=\"528.77\" y=\"-7077.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">FN057</text>\r\n",
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       "<!-- F425 -->\r\n",
       "<g id=\"node150\" class=\"node\">\r\n",
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       "<ellipse fill=\"none\" stroke=\"black\" cx=\"773.65\" cy=\"-720\" rx=\"28.7\" ry=\"18\"/>\r\n",
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       "<!-- F601&#45;&gt;F604 -->\r\n",
       "<g id=\"edge228\" class=\"edge\">\r\n",
       "<title>F601&#45;&gt;F604</title>\r\n",
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       "<!-- F601&#45;&gt;F605 -->\r\n",
       "<g id=\"edge229\" class=\"edge\">\r\n",
       "<title>F601&#45;&gt;F605</title>\r\n",
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       "<title>F601&#45;&gt;F610</title>\r\n",
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       "<title>F601&#45;&gt;F606PT</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M426.98,-2002.36C433.07,-2006.68 439.83,-2011.51 445.97,-2016 462.12,-2027.79 465.33,-2031.9 481.97,-2043 485.98,-2045.68 490.26,-2048.38 494.54,-2051\"/>\r\n",
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       "<title>F601&#45;&gt;F601LA</title>\r\n",
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       "<title>F601&#45;&gt;F602</title>\r\n",
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       "<title>F601&#45;&gt;F607</title>\r\n",
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       "<title>F601&#45;&gt;F606</title>\r\n",
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       "<title>F601&#45;&gt;F603</title>\r\n",
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       "<title>FN530&#45;&gt;F546</title>\r\n",
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       "<title>FN530&#45;&gt;F540</title>\r\n",
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       "<title>FN530&#45;&gt;F541</title>\r\n",
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       "<title>FN530&#45;&gt;FN532</title>\r\n",
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       "<text text-anchor=\"middle\" x=\"406.97\" y=\"-7050.3\" font-family=\"Times New Roman,serif\" font-size=\"14.00\">FN051</text>\r\n",
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       "<title>EN065&#45;&gt;FN051</title>\r\n",
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       "<title>FN051LA</title>\r\n",
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       "<g id=\"edge283\" class=\"edge\">\r\n",
       "<title>FN051&#45;&gt;FN056</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M432.46,-7066.85C437.71,-7070.71 442.66,-7075.44 445.97,-7081 513.97,-7195.26 412.68,-7264.52 481.97,-7378 484.97,-7382.92 489.08,-7387.23 493.62,-7390.96\"/>\r\n",
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       "<!-- FN051&#45;&gt;FN055 -->\r\n",
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       "<title>FN051&#45;&gt;FN055</title>\r\n",
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       "<g id=\"edge286\" class=\"edge\">\r\n",
       "<title>FN051&#45;&gt;FN059</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M431.8,-7066.72C437.2,-7070.64 442.39,-7075.42 445.97,-7081 492.16,-7152.96 432.76,-7200.07 481.97,-7270 484.75,-7273.94 488.3,-7277.4 492.19,-7280.41\"/>\r\n",
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       "<g id=\"edge287\" class=\"edge\">\r\n",
       "<title>FN051&#45;&gt;FN060</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M431.53,-7066.91C436.93,-7070.82 442.19,-7075.55 445.97,-7081 481.38,-7132.01 444.42,-7166.54 481.97,-7216 484.89,-7219.84 488.52,-7223.24 492.46,-7226.21\"/>\r\n",
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       "<!-- FN051&#45;&gt;FN058 -->\r\n",
       "<g id=\"edge285\" class=\"edge\">\r\n",
       "<title>FN051&#45;&gt;FN058</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M430.95,-7067.35C436.36,-7071.25 441.77,-7075.86 445.97,-7081 470.91,-7111.49 455.75,-7132.6 481.97,-7162 485.18,-7165.6 488.99,-7168.85 493.01,-7171.76\"/>\r\n",
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       "<g id=\"edge288\" class=\"edge\">\r\n",
       "<title>FN051&#45;&gt;FN061</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M428.55,-7068.48C434.22,-7072.5 440.35,-7076.9 445.97,-7081 462.12,-7092.79 465.33,-7096.9 481.97,-7108 486.28,-7110.87 490.89,-7113.78 495.47,-7116.57\"/>\r\n",
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       "<title>FN051&#45;&gt;FN057</title>\r\n",
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       "<title>FN051&#45;&gt;FN052</title>\r\n",
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       "<title>FN051&#45;&gt;FN053</title>\r\n",
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       "<title>FN051&#45;&gt;FN051LA</title>\r\n",
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       "<title>FN062</title>\r\n",
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       "<!-- FN051&#45;&gt;FN062 -->\r\n",
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       "<title>FN051&#45;&gt;FN062</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M412.28,-7036.21C420.82,-7004.1 442.55,-6935.76 481.97,-6892 485.2,-6888.42 489.02,-6885.17 493.05,-6882.28\"/>\r\n",
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       "<!-- FN054 -->\r\n",
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       "<title>FN054</title>\r\n",
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       "<!-- FN051&#45;&gt;FN054 -->\r\n",
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       "<title>FN051&#45;&gt;FN054</title>\r\n",
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       "<title>FN051PT</title>\r\n",
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       "<!-- FN051&#45;&gt;FN051PT -->\r\n",
       "<g id=\"edge278\" class=\"edge\">\r\n",
       "<title>FN051&#45;&gt;FN051PT</title>\r\n",
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       "<title>F219&#45;&gt;F220</title>\r\n",
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       "<title>E001LA</title>\r\n",
       "<ellipse fill=\"none\" stroke=\"black\" cx=\"284.53\" cy=\"-3690\" rx=\"40.89\" ry=\"18\"/>\r\n",
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       "<!-- F330&#45;&gt;F331 -->\r\n",
       "<g id=\"edge61\" class=\"edge\">\r\n",
       "<title>F330&#45;&gt;F331</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M682.31,-5805.23C690.1,-5809.44 697.9,-5815.25 702.55,-5823 776.76,-5946.67 672.18,-6342.96 738.55,-6471 740.08,-6473.95 742.09,-6476.68 744.38,-6479.19\"/>\r\n",
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       "<title>F330&#45;&gt;F336</title>\r\n",
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       "<!-- F330&#45;&gt;F350 -->\r\n",
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       "<title>F330&#45;&gt;F350</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M682.26,-5805.26C690.05,-5809.47 697.86,-5815.28 702.55,-5823 765,-5925.78 682.61,-6256.54 738.55,-6363 740.1,-6365.94 742.12,-6368.67 744.41,-6371.17\"/>\r\n",
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       "<title>F330&#45;&gt;F347</title>\r\n",
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       "<title>F330&#45;&gt;F349</title>\r\n",
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       "<title>F330&#45;&gt;F357</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M682.14,-5805.33C689.91,-5809.55 697.75,-5815.35 702.55,-5823 792.22,-5965.97 657.94,-6052.74 738.55,-6201 740.14,-6203.92 742.19,-6206.63 744.49,-6209.12\"/>\r\n",
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       "<title>F330&#45;&gt;F346</title>\r\n",
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       "<title>F330&#45;&gt;F332</title>\r\n",
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       "<title>F330&#45;&gt;F343</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M681.84,-5805.52C689.59,-5809.76 697.49,-5815.52 702.55,-5823 757.13,-5903.58 689.09,-5955.18 738.55,-6039 740.24,-6041.86 742.36,-6044.54 744.7,-6047.01\"/>\r\n",
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       "<title>F330&#45;&gt;F337</title>\r\n",
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       "<!-- F330&#45;&gt;F334 -->\r\n",
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       "<title>F330&#45;&gt;F334</title>\r\n",
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       "<title>F330&#45;&gt;F358</title>\r\n",
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       "<!-- F353 -->\r\n",
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       "<title>F330&#45;&gt;F353</title>\r\n",
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       "<title>F330&#45;&gt;F345</title>\r\n",
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       "<title>F330&#45;&gt;F333</title>\r\n",
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       "<title>FN231&#45;&gt;FN242</title>\r\n",
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       "<!-- FN231&#45;&gt;FN236 -->\r\n",
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       "<title>FN231&#45;&gt;FN234</title>\r\n",
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       "<title>F001&#45;&gt;F010</title>\r\n",
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       "<title>F001&#45;&gt;F009</title>\r\n",
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       "<title>F001&#45;&gt;F003</title>\r\n",
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       "<title>F001&#45;&gt;F004</title>\r\n",
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       "<title>F001&#45;&gt;F007</title>\r\n",
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       "<title>F001&#45;&gt;F002</title>\r\n",
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       "<title>F001&#45;&gt;F001PT</title>\r\n",
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       "<title>F001&#45;&gt;F006</title>\r\n",
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       "<title>F015</title>\r\n",
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       "<title>F001&#45;&gt;F015</title>\r\n",
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       "<title>F001&#45;&gt;F014</title>\r\n",
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       "<title>F001&#45;&gt;F017</title>\r\n",
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       "<title>F001LA</title>\r\n",
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       "<title>F001&#45;&gt;F001LA</title>\r\n",
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       "<title>F001&#45;&gt;F016</title>\r\n",
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       "<title>F360&#45;&gt;F365</title>\r\n",
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      ],
      "text/plain": [
       "<graphviz.dot.Digraph at 0x29ea880cd90>"
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     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dot.graph_attr['rankdir'] = 'LR'\n",
    "dot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "d71c53bb",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T13:48:19.186232Z",
     "start_time": "2023-01-09T13:48:19.173266Z"
    }
   },
   "outputs": [],
   "source": [
    "vertices = set(raw_graph_data.split())\n",
    "graph = {v: dep_dict.get(v, set()) for v in vertices}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "1f4af4bb",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T13:48:19.202188Z",
     "start_time": "2023-01-09T13:48:19.188226Z"
    }
   },
   "outputs": [],
   "source": [
    "def depth (dep, root, d):\n",
    "    me = {root: d}\n",
    "    for leaf in dep[root]:\n",
    "        me.update(depth(dep, leaf, d+1))\n",
    "    return me\n",
    "\n",
    "depth_e002 = depth(graph, 'STATION', 0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "a1526ca6",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T13:48:19.218148Z",
     "start_time": "2023-01-09T13:48:19.204183Z"
    }
   },
   "outputs": [],
   "source": [
    "def dfs (dep, root):\n",
    "    visited = []\n",
    "    stack = [root]\n",
    "    \n",
    "    while stack:\n",
    "        n = stack.pop()\n",
    "        if n not in visited:\n",
    "            visited.append(n)\n",
    "            stack += sorted(set(dep[n]) - set(visited))\n",
    "    return visited\n",
    "\n",
    "order_e002 = dfs(graph, 'STATION')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "3f851b38",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T13:48:19.234104Z",
     "start_time": "2023-01-09T13:48:19.220141Z"
    }
   },
   "outputs": [],
   "source": [
    "roots = \"E001 E002 E003 EN060\".split()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "c674725f",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T13:51:09.311909Z",
     "start_time": "2023-01-09T13:51:09.306928Z"
    }
   },
   "outputs": [],
   "source": [
    "dmax = max(depth_e002.values())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "e710aee6",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T13:57:44.303979Z",
     "start_time": "2023-01-09T13:57:44.297959Z"
    },
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "\tEN060\t\t\t\t\t\t\t22KV No.4 Incoming\tO\n",
      "\t\tEN066\t\t\t\t\t\t\t\n",
      "\t\t\tE050\t\t\t\t\tIncoming\tO\n",
      "\t\t\t\tE057\t\t\t\t\t\n",
      "\t\t\t\tE056\t\t\t\t\t\n",
      "\t\t\t\tE055\t\t\t\t\t\n",
      "\t\t\t\tE054\t\t\t\t\t\n",
      "\t\t\t\tE053\t\t\t\t300Bar(FSB) Descaling\tO\n",
      "\t\t\t\t\tF136\t\t\t\t\n",
      "\t\t\t\t\tF130PT\t\t\t\t\n",
      "\t\t\t\t\tF130\t\t\t\t\n",
      "\t\t\t\t\t\tF135\t\t\t\n",
      "\t\t\t\t\t\tF133\t\tDes Pump-2\tO\n",
      "\t\t\t\t\t\t\tF134\t\t\n",
      "\t\t\t\t\t\tF131\t\tDes Pump-1\tO\n",
      "\t\t\t\t\t\t\tF132\t\t\n",
      "\t\t\t\t\t\tF118\t\t\t\n",
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      "\t\t\t\tE050PT\t\t\t\t\t\n",
      "\t\t\t\tE050LA\t\t\t\t\t\n",
      "\t\tEN065\t\t\t\t\t\tNo.4 30/40MVA TR 1'RY\tO\n",
      "\t\t\tFN063\t\t\t\t\t\t\n",
      "\t\t\tFN051\t\t\t\t\t\t\n",
      "\t\t\t\tFN062\t\t\t\t\t\n",
      "\t\t\t\tFN061\t\t\t\t\t\n",
      "\t\t\t\tFN060\t\t\t\t\t\n",
      "\t\t\t\tFN059\t\t\t\t\t\n",
      "\t\t\t\tFN058\t\t\t\t\t\n",
      "\t\t\t\tFN057\t\t\t\t\t\n",
      "\t\t\t\tFN056\t\t\t\tRoll Cool Water Booster Pump\tO\n",
      "\t\t\t\t\tF430PT\t\t\t\t\n",
      "\t\t\t\t\tF430\t\t\t\t\n",
      "\t\t\t\t\t\tF438\t\t\t\n",
      "\t\t\t\t\t\tF437\t\t\t\n",
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      "\t\t\t\t\t\tF434\t\t\t\n",
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      "\t\t\t\t\t\tF431\t\t\t\n",
      "\t\t\t\tFN055\t\t\t\tECS 가설전원\tO\n",
      "\t\t\t\tFN054\t\t\t\tDescaling Pump\tO\n",
      "\t\t\t\t\tF301PT\t\t\t\t\n",
      "\t\t\t\t\tF301\t\t\t\t\n",
      "\t\t\t\t\t\tF309\t\t\t\n",
      "\t\t\t\t\t\tF308\t\t\t\n",
      "\t\t\t\t\t\tF307\t\t\t\n",
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      "\t\t\t\t\t\tF304\t\t\t\n",
      "\t\t\t\t\t\tF303\t\t\t\n",
      "\t\t\t\t\t\tF302\t\t\t\n",
      "\t\t\t\tFN053\t\t\t\tAir Compressor\tO\n",
      "\t\t\t\t\tF360PT\t\t\t\t\n",
      "\t\t\t\t\tF360\t\t\t\t\n",
      "\t\t\t\t\t\tF366\t\t\t\n",
      "\t\t\t\t\t\tF365\t\t\t\n",
      "\t\t\t\t\t\tF364\t\t\t\n",
      "\t\t\t\t\t\tF363\t\t\t\n",
      "\t\t\t\t\t\tF362\t\t\t\n",
      "\t\t\t\t\t\tF361\t\t\t\n",
      "\t\t\t\tFN052\t\t\t\t\t\n",
      "\t\t\t\tFN051PT\t\t\t\t\t\n",
      "\t\t\t\tFN051LA\t\t\t\t\t\n",
      "\t\tEN064\t\t\t\t\t\t\t\n",
      "\t\tEN063\t\t\t\t\t\t\t\n",
      "\t\tEN061\t\t\t\t\t\t\t\n",
      "\t\tEN060PT\t\t\t\t\t\t\t\n",
      "\t\tEN060LA\t\t\t\t\t\t\t\n",
      "\tE003\t\t\t\t\t\t\t22KV No.3 Incoming\tO\n",
      "\t\tEN037\t\t\t\t\t\tF7 Mill Roll Drive\tO\n",
      "\t\tEN036\t\t\t\t\t\tF6 Mill Roll Drive\tO\n",
      "\t\tEN035\t\t\t\t\t\tF5 Mill Roll Drive\tO\n",
      "\t\tEN034\t\t\t\t\t\tF4 Mill Roll Drive\tO\n",
      "\t\tEN033\t\t\t\t\t\tF3 Mill Roll Drive\tO\n",
      "\t\tEN032\t\t\t\t\t\tF2 Mill Roll Drive\tO\n",
      "\t\tEN031\t\t\t\t\t\tF1 Mill Roll Drive\tO\n",
      "\t\tE023\t\t\t\t\t\t\t\n",
      "\t\tE022\t\t\t\t\t\t\t\n",
      "\t\tE020\t\t\t\t\t\t\t\n",
      "\t\tE019\t\t\t\t\t\t\t\n",
      "\t\tE003PT\t\t\t\t\t\t\t\n",
      "\t\tE003LA\t\t\t\t\t\t\t\n",
      "\tE002\t\t\t\t\t\t\t22KV No.2 Incoming\tO\n",
      "\t\tE027\t\t\t\t\t\t\t\n",
      "\t\tE018\t\t\t\t\t\t2MVA TR Emergency Power\tO\n",
      "\t\t\tF609\t\t\t\t\t\t\n",
      "\t\t\tF601PT\t\t\t\t\t\t\n",
      "\t\t\tF601\t\t\t\t\t\t\n",
      "\t\t\t\tF610\t\t\t\t\t\n",
      "\t\t\t\tF607\t\t\t\t\t\n",
      "\t\t\t\tF606PT\t\t\t\t\t\n",
      "\t\t\t\tF606\t\t\t\t\t\n",
      "\t\t\t\t\tF651\t\t\t\t\n",
      "\t\t\t\t\tF608\t\t\t\t\n",
      "\t\t\t\tF605\t\t\t\tECS VCB\tO\n",
      "\t\t\t\tF604\t\t\t\t\t\n",
      "\t\t\t\tF603\t\t\t\t\t\n",
      "\t\t\t\tF602\t\t\t\t\t\n",
      "\t\t\t\tF601LA\t\t\t\t\t\n",
      "\t\tE017\t\t\t\t\t\tPOL Line\tO\n",
      "\t\tE015\t\t\t\t\t\t\t\n",
      "\t\tE014\t\t\t\t\t\t30/40MVA TR Finisher Line\tO\n",
      "\t\t\tF115\t\t\t\t\t\t\n",
      "\t\t\tF101\t\t\t\t\tFinisher Incoming\tO\n",
      "\t\t\t\tF117\t\t\t\t\t\n",
      "\t\t\t\tF116\t\t\t\t\t\n",
      "\t\t\t\tF114\t\t\t\tNo.3 D/C AC Drive PS(FN550)\tO\n",
      "\t\t\t\t\tFN550PT\t\t\t\t\n",
      "\t\t\t\t\tFN550\t\t\t\t\n",
      "\t\t\t\t\t\tFN553\t\t\t\n",
      "\t\t\t\t\t\tFN552\t\t\t\n",
      "\t\t\t\t\t\tFN551\t\t\t\n",
      "\t\t\t\tF112\t\t\t\t\t\n",
      "\t\t\t\tF111\t\t\t\t\t\n",
      "\t\t\t\tF110\t\t\t\t\t\n",
      "\t\t\t\tF109\t\t\t\t\t\n",
      "\t\t\t\tF108\t\t\t\tWater Treatment Power Supply-2\tO\n",
      "\t\t\t\tF107\t\t\t\tCoiler Thy. P/S\tO\n",
      "\t\t\t\t\tFN530\t\t\t\t\n",
      "\t\t\t\t\t\tFN536\t\t\t\n",
      "\t\t\t\t\t\tFN532\t\t\t\n",
      "\t\t\t\t\t\tF546\t\t\t\n",
      "\t\t\t\t\t\tF545\t\t\t\n",
      "\t\t\t\t\t\tF543\t\t\t\n",
      "\t\t\t\t\t\tF542\t\t\t\n",
      "\t\t\t\t\t\tF541\t\t\t\n",
      "\t\t\t\t\t\tF540\t\t\t\n",
      "\t\t\t\t\t\tF539\t\t\t\n",
      "\t\t\t\t\t\tF535\t\t\t\n",
      "\t\t\t\t\t\tF531\t\t\t\n",
      "\t\t\t\t\tF530PT\t\t\t\t\n",
      "\t\t\t\tF106\t\t\t\tCoiler/Conveyor AC Power\tO\n",
      "\t\t\t\t\tF520PT\t\t\t\t\n",
      "\t\t\t\t\tF520\t\t\t\t\n",
      "\t\t\t\t\t\tF527\t\t\t\n",
      "\t\t\t\t\t\tF526\t\t\t\n",
      "\t\t\t\t\t\tF525\t\t\t\n",
      "\t\t\t\t\t\tF524\t\t\t\n",
      "\t\t\t\t\t\tF523\t\t\t\n",
      "\t\t\t\t\t\tF522\t\t\t\n",
      "\t\t\t\t\t\tF521\t\t\t\n",
      "\t\t\t\tF105\t\t\t\tEdge Heater Power\tO\n",
      "\t\t\t\tF104\t\t\t\tCrop Shear Main Drive\tO\n",
      "\t\t\t\tF103\t\t\t\tFinisher Thy. P/S\tO\n",
      "\t\t\t\t\tF420PT\t\t\t\t\n",
      "\t\t\t\t\tF420\t\t\t\t\n",
      "\t\t\t\t\t\tFN424\t\t\t\n",
      "\t\t\t\t\t\t\tFN454\t\t\n",
      "\t\t\t\t\t\t\tFN453\t\t\n",
      "\t\t\t\t\t\t\tFN452\t\t\n",
      "\t\t\t\t\t\t\tFN451\t\t\n",
      "\t\t\t\t\t\tF429\t\t\t\n",
      "\t\t\t\t\t\tF428\t\t\t\n",
      "\t\t\t\t\t\tF427\t\t\t\n",
      "\t\t\t\t\t\tF426\t\t\t\n",
      "\t\t\t\t\t\tF425\t\t\t\n",
      "\t\t\t\t\t\tF423\t\t\t\n",
      "\t\t\t\t\t\tF422\t\t\t\n",
      "\t\t\t\t\t\tF421\t\t\t\n",
      "\t\t\t\tF102\t\t\t\tNo.2 Crane & Lighting Power\tO\n",
      "\t\t\t\t\tF612GPT\t\t\t\t\n",
      "\t\t\t\t\tF612\t\t\t\t\n",
      "\t\t\t\t\t\tF620\t\t\t\n",
      "\t\t\t\t\t\tF619\t\t\t\n",
      "\t\t\t\t\t\tF618\t\t\t\n",
      "\t\t\t\t\t\tF616\t\t\t\n",
      "\t\t\t\t\t\tF615\t\t\t\n",
      "\t\t\t\t\t\tF614\t\t\t\n",
      "\t\t\t\t\t\tF613\t\t\t\n",
      "\t\t\t\t\t\tF61\t\t\t\n",
      "\t\t\t\tF101PT\t\t\t\t\t\n",
      "\t\t\t\tF101LA\t\t\t\t\t\n",
      "\t\tE013\t\t\t\t\t\t12/15MVA TR Hot Finishing Line(정정라인)\tO\n",
      "\t\tE002PT\t\t\t\t\t\t\t\n",
      "\t\tE002LA\t\t\t\t\t\t\t\n",
      "\tE001\t\t\t\t\t\t\tNo.1 Line Incoming Kwh\tO\n",
      "\t\tE026\t\t\t\t\t\tR2 Main Thy. Top/Bottom\tO\n",
      "\t\tE025\t\t\t\t\t\tR1 Main Thy. Top/Bottom\tO\n",
      "\t\tE024\t\t\t\t\t\tHSE Main Thy.\tO\n",
      "\t\tE012\t\t\t\t\t\t30/40MVA TR Rougher Line\tO\n",
      "\t\t\tF012\t\t\t\t\t\t\n",
      "\t\t\tF001\t\t\t\t\tRougher Incoming\tO\n",
      "\t\t\t\tF018\t\t\t\t\t\n",
      "\t\t\t\tF017\t\t\t\tNo.4 Furnace\tO\n",
      "\t\t\t\t\tFN231\t\t\t\t\n",
      "\t\t\t\t\t\tFN248\t\t\t\n",
      "\t\t\t\t\t\tFN246\t\t\t\n",
      "\t\t\t\t\t\t\tFN247\t\t\n",
      "\t\t\t\t\t\tFN245\t\t\t\n",
      "\t\t\t\t\t\tFN243\t\t\t\n",
      "\t\t\t\t\t\t\tFN244\t\t\n",
      "\t\t\t\t\t\tFN242\t\t\t\n",
      "\t\t\t\t\t\tFN240\t\t\t\n",
      "\t\t\t\t\t\t\tFN241\t\t\n",
      "\t\t\t\t\t\tFN239\t\t\t\n",
      "\t\t\t\t\t\tFN237\t\t\t\n",
      "\t\t\t\t\t\t\tFN238\t\t\n",
      "\t\t\t\t\t\tFN236\t\t\t\n",
      "\t\t\t\t\t\tFN235\t\t\t\n",
      "\t\t\t\t\t\tFN234\t\t\t\n",
      "\t\t\t\t\t\tFN233\t\t\t\n",
      "\t\t\t\t\t\tFN232\t\t\t\n",
      "\t\t\t\tF016\t\t\t\t\t\n",
      "\t\t\t\tF015\t\t\t\t\t\n",
      "\t\t\t\tF014\t\t\t\t\t\n",
      "\t\t\t\tF013\t\t\t\t\t\n",
      "\t\t\t\tF011\t\t\t\tFinisher AC Power\tO\n",
      "\t\t\t\t\tF401PT\t\t\t\t\n",
      "\t\t\t\t\tF401\t\t\t\t\n",
      "\t\t\t\t\t\tF411H\t\tFM Fume Exhaust Fan Inverter\tO\n",
      "\t\t\t\t\t\tF411\t\tFM Fume Exhaust Fan\tO\n",
      "\t\t\t\t\t\tF410\t\t\t\n",
      "\t\t\t\t\t\tF409\t\t\t\n",
      "\t\t\t\t\t\tF408\t\t\t\n",
      "\t\t\t\t\t\tF407\t\t\t\n",
      "\t\t\t\t\t\tF406\t\t\t\n",
      "\t\t\t\t\t\tF405\t\t\t\n",
      "\t\t\t\t\t\tF404\t\t\t\n",
      "\t\t\t\t\t\tF403\t\t\t\n",
      "\t\t\t\t\t\tF402\t\t\t\n",
      "\t\t\t\tF010\t\t\t\tWater Treatment Power Supply-1\tO\n",
      "\t\t\t\tF009\t\t\t\tRougher AC Power\tO\n",
      "\t\t\t\t\tF310PT\t\t\t\t\n",
      "\t\t\t\t\tF310\t\t\t\t\n",
      "\t\t\t\t\t\tF322\t\t\t\n",
      "\t\t\t\t\t\tF321H\t\t\t\n",
      "\t\t\t\t\t\tF321\t\t\t\n",
      "\t\t\t\t\t\tF320\t\t\t\n",
      "\t\t\t\t\t\tF319H\t\t\t\n",
      "\t\t\t\t\t\tF319\t\t\t\n",
      "\t\t\t\t\t\tF318\t\t\t\n",
      "\t\t\t\t\t\tF317\t\t\t\n",
      "\t\t\t\t\t\tF316\t\t\t\n",
      "\t\t\t\t\t\tF315\t\t\t\n",
      "\t\t\t\t\t\tF314\t\t\t\n",
      "\t\t\t\t\t\tF313\t\t\t\n",
      "\t\t\t\t\t\tF312\t\t\t\n",
      "\t\t\t\t\t\tF311\t\t\t\n",
      "\t\t\t\tF008\t\t\t\tRougher Thy. P/S\tO\n",
      "\t\t\t\t\tF330PT\t\t\t\t\n",
      "\t\t\t\t\tF330\t\t\t\t\n",
      "\t\t\t\t\t\tF358\t\t\t\n",
      "\t\t\t\t\t\tF357\t\t\t\n",
      "\t\t\t\t\t\tF356\t\t\t\n",
      "\t\t\t\t\t\tF355\t\t\t\n",
      "\t\t\t\t\t\tF354\t\t\t\n",
      "\t\t\t\t\t\tF353\t\t\t\n",
      "\t\t\t\t\t\tF352\t\t\t\n",
      "\t\t\t\t\t\tF351\t\t\t\n",
      "\t\t\t\t\t\tF350\t\t\t\n",
      "\t\t\t\t\t\tF349\t\t\t\n",
      "\t\t\t\t\t\tF348\t\t\t\n",
      "\t\t\t\t\t\tF347\t\t\t\n",
      "\t\t\t\t\t\tF346\t\t\t\n",
      "\t\t\t\t\t\tF345\t\t\t\n",
      "\t\t\t\t\t\tF344\t\t\t\n",
      "\t\t\t\t\t\tF343\t\t\t\n",
      "\t\t\t\t\t\tF342\t\t\t\n",
      "\t\t\t\t\t\tF341\t\t\t\n",
      "\t\t\t\t\t\tF339\t\t\t\n",
      "\t\t\t\t\t\tF337\t\t\t\n",
      "\t\t\t\t\t\tF336\t\t\t\n",
      "\t\t\t\t\t\tF335\t\t\t\n",
      "\t\t\t\t\t\tF334\t\t\t\n",
      "\t\t\t\t\t\tF333\t\t\t\n",
      "\t\t\t\t\t\tF332\t\t\t\n",
      "\t\t\t\t\t\tF331\t\t\t\n",
      "\t\t\t\tF007\t\t\t\t\t\n",
      "\t\t\t\tF006\t\t\t\t\t\n",
      "\t\t\t\tF005\t\t\t\t\t\n",
      "\t\t\t\tF004\t\t\t\t\t\n",
      "\t\t\t\tF003\t\t\t\t\t\n",
      "\t\t\t\tF002\t\t\t\tFurnace Power\tO\n",
      "\t\t\t\t\tF201PT\t\t\t\t\n",
      "\t\t\t\t\tF201\t\t\t\t\n",
      "\t\t\t\t\t\tF226\t\t\t\n",
      "\t\t\t\t\t\tF225\t\t\t\n",
      "\t\t\t\t\t\tF224\t\t\t\n",
      "\t\t\t\t\t\tF223\t\t\t\n",
      "\t\t\t\t\t\tF222\t\t\t\n",
      "\t\t\t\t\t\tF221\t\t\t\n",
      "\t\t\t\t\t\tF219\t\t\t\n",
      "\t\t\t\t\t\t\tF220\t\t\n",
      "\t\t\t\t\t\tF218\t\t\t\n",
      "\t\t\t\t\t\tF216\t\t\t\n",
      "\t\t\t\t\t\t\tF217\t\t\n",
      "\t\t\t\t\t\tF215\t\t\t\n",
      "\t\t\t\t\t\tF213\t\t\t\n",
      "\t\t\t\t\t\tF212\t\t\t\n",
      "\t\t\t\t\t\tF210\t\t\t\n",
      "\t\t\t\t\t\t\tF211\t\t\n",
      "\t\t\t\t\t\tF209\t\t\t\n",
      "\t\t\t\t\t\tF207\t\t\t\n",
      "\t\t\t\t\t\t\tF208\t\t\n",
      "\t\t\t\t\t\tF206\t\t\t\n",
      "\t\t\t\t\t\tF204\t\t\t\n",
      "\t\t\t\t\t\t\tF205\t\t\n",
      "\t\t\t\t\t\tF203\t\t\t\n",
      "\t\t\t\t\t\tF202\t\t\t\n",
      "\t\t\t\tF001PT\t\t\t\t\t\n",
      "\t\t\t\tF001LA\t\t\t\t\t\n",
      "\t\tE010\t\t\t\t\t\t\t\n",
      "\t\t\tE011\t\t\t\t\t\t\n",
      "\t\tE009\t\t\t\t\t\t\t\n",
      "\t\tE008PT\t\t\t\t\t\t\t\n",
      "\t\tE007\t\t\t\t\t\t\t\n",
      "\t\t\tE044\t\t\t\t\t\t\n",
      "\t\t\t\tF150\t\t\t\t\t\n",
      "\t\t\tE043\t\t\t\t\t\t\n",
      "\t\t\tE042\t\t\t\t\t\t\n",
      "\t\t\tE041\t\t\t\t\t\t\n",
      "\t\t\tE040\t\t\t\t\t\t\n",
      "\t\tE006\t\t\t\t\t\t\t\n",
      "\t\tE001PT\t\t\t\t\t\t\t\n",
      "\t\tE001LA\t\t\t\t\t\t\t\n"
     ]
    }
   ],
   "source": [
    "for node in order_e002:\n",
    "    d = depth_e002[node]\n",
    "    prefix = '\\t'*d\n",
    "    suffix = '\\t'*(1 + dmax - d)\n",
    "    print(f\"{prefix}{node}{suffix}{annotation_dict.get(node, '')}\\t{'O' if node in annotation_dict else ''}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "d600a946",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-01-09T14:06:09.194393Z",
     "start_time": "2023-01-09T14:06:09.186443Z"
    }
   },
   "outputs": [],
   "source": [
    "with open('FEEDER_LIST.CSV', 'w') as feeder_list_file:\n",
    "    for node in order_e002:\n",
    "        d = depth_e002[node]\n",
    "        prefix = ','*d\n",
    "        suffix = ','*(1 + dmax - d)\n",
    "        feeder_list_file.write(f\"{prefix}{node}{suffix}{annotation_dict.get(node, '')},{'O' if node in annotation_dict else ''}\\n\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
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   "pygments_lexer": "ipython3",
   "version": "3.9.12"
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  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
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   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
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