Realworld_data.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from lxml import etree"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "df=pd.read_csv('RealWorld_data/traffic_volumes_2018.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "df=df.loc[df['classification'] == 'Lights']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>aggregation_period</th>\n",
       "      <th>int_id</th>\n",
       "      <th>intersection_name</th>\n",
       "      <th>px</th>\n",
       "      <th>datetime_bin</th>\n",
       "      <th>classification</th>\n",
       "      <th>leg</th>\n",
       "      <th>dir</th>\n",
       "      <th>volume</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:00:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>E</td>\n",
       "      <td>EB</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:00:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>E</td>\n",
       "      <td>WB</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:00:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>N</td>\n",
       "      <td>NB</td>\n",
       "      <td>105</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:00:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>N</td>\n",
       "      <td>SB</td>\n",
       "      <td>90</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:00:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>S</td>\n",
       "      <td>NB</td>\n",
       "      <td>108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:00:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>S</td>\n",
       "      <td>SB</td>\n",
       "      <td>96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:00:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>W</td>\n",
       "      <td>EB</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:00:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>W</td>\n",
       "      <td>WB</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:15:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>E</td>\n",
       "      <td>EB</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:15:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>E</td>\n",
       "      <td>WB</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:15:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>N</td>\n",
       "      <td>NB</td>\n",
       "      <td>83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:15:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>N</td>\n",
       "      <td>SB</td>\n",
       "      <td>104</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:15:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>S</td>\n",
       "      <td>NB</td>\n",
       "      <td>94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:15:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>S</td>\n",
       "      <td>SB</td>\n",
       "      <td>102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:15:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>W</td>\n",
       "      <td>EB</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:15:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>W</td>\n",
       "      <td>WB</td>\n",
       "      <td>47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:30:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>E</td>\n",
       "      <td>EB</td>\n",
       "      <td>28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:30:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>E</td>\n",
       "      <td>WB</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:30:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>N</td>\n",
       "      <td>NB</td>\n",
       "      <td>122</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:30:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>N</td>\n",
       "      <td>SB</td>\n",
       "      <td>116</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:30:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>S</td>\n",
       "      <td>NB</td>\n",
       "      <td>125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:30:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>S</td>\n",
       "      <td>SB</td>\n",
       "      <td>114</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:30:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>W</td>\n",
       "      <td>EB</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:30:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>W</td>\n",
       "      <td>WB</td>\n",
       "      <td>44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>Jan 2018</td>\n",
       "      <td>13466110</td>\n",
       "      <td>Queen St E / Jarvis St</td>\n",
       "      <td>6</td>\n",
       "      <td>2018-01-15 06:45:00</td>\n",
       "      <td>Lights</td>\n",
       "      <td>E</td>\n",
       "      <td>EB</td>\n",
       "      <td>29</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    aggregation_period    int_id       intersection_name  px  \\\n",
       "18            Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "19            Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "20            Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "21            Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "22            Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "23            Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "24            Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "25            Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "57            Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "58            Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "59            Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "60            Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "61            Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "62            Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "63            Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "64            Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "98            Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "99            Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "100           Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "101           Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "102           Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "103           Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "104           Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "105           Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "137           Jan 2018  13466110  Queen St E / Jarvis St   6   \n",
       "\n",
       "            datetime_bin classification leg dir  volume  \n",
       "18   2018-01-15 06:00:00         Lights   E  EB      12  \n",
       "19   2018-01-15 06:00:00         Lights   E  WB      30  \n",
       "20   2018-01-15 06:00:00         Lights   N  NB     105  \n",
       "21   2018-01-15 06:00:00         Lights   N  SB      90  \n",
       "22   2018-01-15 06:00:00         Lights   S  NB     108  \n",
       "23   2018-01-15 06:00:00         Lights   S  SB      96  \n",
       "24   2018-01-15 06:00:00         Lights   W  EB      19  \n",
       "25   2018-01-15 06:00:00         Lights   W  WB      34  \n",
       "57   2018-01-15 06:15:00         Lights   E  EB      26  \n",
       "58   2018-01-15 06:15:00         Lights   E  WB      38  \n",
       "59   2018-01-15 06:15:00         Lights   N  NB      83  \n",
       "60   2018-01-15 06:15:00         Lights   N  SB     104  \n",
       "61   2018-01-15 06:15:00         Lights   S  NB      94  \n",
       "62   2018-01-15 06:15:00         Lights   S  SB     102  \n",
       "63   2018-01-15 06:15:00         Lights   W  EB      22  \n",
       "64   2018-01-15 06:15:00         Lights   W  WB      47  \n",
       "98   2018-01-15 06:30:00         Lights   E  EB      28  \n",
       "99   2018-01-15 06:30:00         Lights   E  WB      34  \n",
       "100  2018-01-15 06:30:00         Lights   N  NB     122  \n",
       "101  2018-01-15 06:30:00         Lights   N  SB     116  \n",
       "102  2018-01-15 06:30:00         Lights   S  NB     125  \n",
       "103  2018-01-15 06:30:00         Lights   S  SB     114  \n",
       "104  2018-01-15 06:30:00         Lights   W  EB      33  \n",
       "105  2018-01-15 06:30:00         Lights   W  WB      44  \n",
       "137  2018-01-15 06:45:00         Lights   E  EB      29  "
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "traffic_data = df[:510]\n",
    "traffic_data.head(25)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [],
   "source": [
    "begin = 0\n",
    "root = etree.Element(\"root\")\n",
    "routes={\"eeb\":\"2si_to_4o\",\"ewb\":\"2si_to_1o\",\"nnb\":\"4si_to_1o\",\\\n",
    "        \"nsb\":\"4si_to_3o\",\"snb\":\"3si_to_4o\",\"ssb\":\"3si_to_2o\",\\\n",
    "        \"web\":\"1si_to_2o\",\"wwb\":\"1si_to_3o\",\"eeb\":\"2si_to_3o\",\\\n",
    "        \"ewb\":\"2si_to_1o\"}\n",
    "for index, row in traffic_data.iterrows():\n",
    "    direction = row['leg'].lower()+row['dir'].lower()\n",
    "    \n",
    "    try:\n",
    "        #check whether previous_datetime_bin defined\n",
    "        previous_datetime_bin \n",
    "    except:\n",
    "        previous_datetime_bin = row['datetime_bin']\n",
    "        \n",
    "    if(row['datetime_bin'] != previous_datetime_bin):\n",
    "        begin += 900#incease the new flow start time by 15 min\n",
    "        previous_datetime_bin = row['datetime_bin']\n",
    "        \n",
    "    flow = etree.Element\\\n",
    "    (\"flow\", id=str(index),type=\"SUMO_DEFAULT_TYPE\",\\\n",
    "    route=str(routes[direction]), begin=str(begin),\\\n",
    "    end=str(begin+900), probability=str(row['volume']/900))\n",
    "    root.append(flow)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "b'<root>\\n  <flow begin=\"0\" end=\"900\" id=\"18\" probability=\"0.013333333333333334\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"0\" end=\"900\" id=\"19\" probability=\"0.03333333333333333\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"0\" end=\"900\" id=\"20\" probability=\"0.11666666666666667\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"0\" end=\"900\" id=\"21\" probability=\"0.1\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"0\" end=\"900\" id=\"22\" probability=\"0.12\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"0\" end=\"900\" id=\"23\" probability=\"0.10666666666666667\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"0\" end=\"900\" id=\"24\" probability=\"0.021111111111111112\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"0\" end=\"900\" id=\"25\" probability=\"0.03777777777777778\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"900\" end=\"1800\" id=\"57\" probability=\"0.028888888888888888\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"900\" end=\"1800\" id=\"58\" probability=\"0.042222222222222223\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"900\" end=\"1800\" id=\"59\" probability=\"0.09222222222222222\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"900\" end=\"1800\" id=\"60\" probability=\"0.11555555555555555\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"900\" end=\"1800\" id=\"61\" probability=\"0.10444444444444445\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"900\" end=\"1800\" id=\"62\" probability=\"0.11333333333333333\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"900\" end=\"1800\" id=\"63\" probability=\"0.024444444444444446\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"900\" end=\"1800\" id=\"64\" probability=\"0.052222222222222225\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"1800\" end=\"2700\" id=\"98\" probability=\"0.03111111111111111\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"1800\" end=\"2700\" id=\"99\" probability=\"0.03777777777777778\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"1800\" end=\"2700\" id=\"100\" probability=\"0.13555555555555557\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"1800\" end=\"2700\" id=\"101\" probability=\"0.1288888888888889\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"1800\" end=\"2700\" id=\"102\" probability=\"0.1388888888888889\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"1800\" end=\"2700\" id=\"103\" probability=\"0.12666666666666668\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"1800\" end=\"2700\" id=\"104\" probability=\"0.03666666666666667\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"1800\" end=\"2700\" id=\"105\" probability=\"0.04888888888888889\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"2700\" end=\"3600\" id=\"137\" probability=\"0.03222222222222222\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"2700\" end=\"3600\" id=\"138\" probability=\"0.06111111111111111\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"2700\" end=\"3600\" id=\"139\" probability=\"0.12555555555555556\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"2700\" end=\"3600\" id=\"140\" probability=\"0.18444444444444444\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"2700\" end=\"3600\" id=\"141\" probability=\"0.13666666666666666\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"2700\" end=\"3600\" id=\"142\" probability=\"0.1811111111111111\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"2700\" end=\"3600\" id=\"143\" probability=\"0.03777777777777778\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"2700\" end=\"3600\" id=\"144\" probability=\"0.0811111111111111\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"3600\" end=\"4500\" id=\"180\" probability=\"0.03666666666666667\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"3600\" end=\"4500\" id=\"181\" probability=\"0.06444444444444444\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"3600\" end=\"4500\" id=\"182\" probability=\"0.12666666666666668\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"3600\" end=\"4500\" id=\"183\" probability=\"0.22666666666666666\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"3600\" end=\"4500\" id=\"184\" probability=\"0.13555555555555557\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"3600\" end=\"4500\" id=\"185\" probability=\"0.23222222222222222\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"3600\" end=\"4500\" id=\"186\" probability=\"0.04111111111111111\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"3600\" end=\"4500\" id=\"187\" probability=\"0.07222222222222222\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"4500\" end=\"5400\" id=\"220\" probability=\"0.051111111111111114\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"4500\" end=\"5400\" id=\"221\" probability=\"0.08555555555555555\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"4500\" end=\"5400\" id=\"222\" probability=\"0.13444444444444445\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"4500\" end=\"5400\" id=\"223\" probability=\"0.22111111111111112\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"4500\" end=\"5400\" id=\"224\" probability=\"0.13111111111111112\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"4500\" end=\"5400\" id=\"225\" probability=\"0.21333333333333335\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"4500\" end=\"5400\" id=\"226\" probability=\"0.05444444444444444\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"4500\" end=\"5400\" id=\"227\" probability=\"0.09333333333333334\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"5400\" end=\"6300\" id=\"258\" probability=\"0.058888888888888886\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"5400\" end=\"6300\" id=\"259\" probability=\"0.09777777777777778\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"5400\" end=\"6300\" id=\"260\" probability=\"0.13555555555555557\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"5400\" end=\"6300\" id=\"261\" probability=\"0.22777777777777777\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"5400\" end=\"6300\" id=\"262\" probability=\"0.13777777777777778\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"5400\" end=\"6300\" id=\"263\" probability=\"0.22\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"5400\" end=\"6300\" id=\"264\" probability=\"0.06333333333333334\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"5400\" end=\"6300\" id=\"265\" probability=\"0.11222222222222222\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"6300\" end=\"7200\" id=\"299\" probability=\"0.057777777777777775\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"6300\" end=\"7200\" id=\"300\" probability=\"0.10555555555555556\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"6300\" end=\"7200\" id=\"301\" probability=\"0.11777777777777777\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"6300\" end=\"7200\" id=\"302\" probability=\"0.24\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"6300\" end=\"7200\" id=\"303\" probability=\"0.10666666666666667\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"6300\" end=\"7200\" id=\"304\" probability=\"0.2222222222222222\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"6300\" end=\"7200\" id=\"305\" probability=\"0.06777777777777778\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"6300\" end=\"7200\" id=\"306\" probability=\"0.12222222222222222\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"7200\" end=\"8100\" id=\"340\" probability=\"0.08666666666666667\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"7200\" end=\"8100\" id=\"341\" probability=\"0.14\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"7200\" end=\"8100\" id=\"342\" probability=\"0.11888888888888889\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"7200\" end=\"8100\" id=\"343\" probability=\"0.2588888888888889\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"7200\" end=\"8100\" id=\"344\" probability=\"0.11888888888888889\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"7200\" end=\"8100\" id=\"345\" probability=\"0.2477777777777778\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"7200\" end=\"8100\" id=\"346\" probability=\"0.08666666666666667\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"7200\" end=\"8100\" id=\"347\" probability=\"0.1511111111111111\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"8100\" end=\"9000\" id=\"379\" probability=\"0.07111111111111111\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"8100\" end=\"9000\" id=\"380\" probability=\"0.18333333333333332\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"8100\" end=\"9000\" id=\"381\" probability=\"0.13777777777777778\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"8100\" end=\"9000\" id=\"382\" probability=\"0.2644444444444444\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"8100\" end=\"9000\" id=\"383\" probability=\"0.13555555555555557\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"8100\" end=\"9000\" id=\"384\" probability=\"0.24555555555555555\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"8100\" end=\"9000\" id=\"385\" probability=\"0.06777777777777778\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"8100\" end=\"9000\" id=\"386\" probability=\"0.19666666666666666\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"9000\" end=\"9900\" id=\"421\" probability=\"0.06\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"9000\" end=\"9900\" id=\"422\" probability=\"0.19666666666666666\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"9000\" end=\"9900\" id=\"423\" probability=\"0.15\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"9000\" end=\"9900\" id=\"424\" probability=\"0.2677777777777778\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"9000\" end=\"9900\" id=\"425\" probability=\"0.14222222222222222\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"9000\" end=\"9900\" id=\"426\" probability=\"0.24222222222222223\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"9000\" end=\"9900\" id=\"427\" probability=\"0.05444444444444444\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"9000\" end=\"9900\" id=\"428\" probability=\"0.2088888888888889\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"9900\" end=\"10800\" id=\"465\" probability=\"0.07333333333333333\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"9900\" end=\"10800\" id=\"466\" probability=\"0.16666666666666666\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"9900\" end=\"10800\" id=\"467\" probability=\"0.13777777777777778\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"9900\" end=\"10800\" id=\"468\" probability=\"0.2911111111111111\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"9900\" end=\"10800\" id=\"469\" probability=\"0.13111111111111112\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"9900\" end=\"10800\" id=\"470\" probability=\"0.27444444444444444\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"9900\" end=\"10800\" id=\"471\" probability=\"0.07777777777777778\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"9900\" end=\"10800\" id=\"472\" probability=\"0.1811111111111111\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"10800\" end=\"11700\" id=\"505\" probability=\"0.07888888888888888\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"10800\" end=\"11700\" id=\"506\" probability=\"0.2111111111111111\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"10800\" end=\"11700\" id=\"507\" probability=\"0.1288888888888889\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"10800\" end=\"11700\" id=\"508\" probability=\"0.26555555555555554\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"10800\" end=\"11700\" id=\"509\" probability=\"0.12444444444444444\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"10800\" end=\"11700\" id=\"510\" probability=\"0.2477777777777778\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"10800\" end=\"11700\" id=\"511\" probability=\"0.09222222222222222\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"10800\" end=\"11700\" id=\"512\" probability=\"0.23777777777777778\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"11700\" end=\"12600\" id=\"548\" probability=\"0.07\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"11700\" end=\"12600\" id=\"549\" probability=\"0.13\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"11700\" end=\"12600\" id=\"550\" probability=\"0.16111111111111112\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"11700\" end=\"12600\" id=\"551\" probability=\"0.25222222222222224\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"11700\" end=\"12600\" id=\"552\" probability=\"0.15888888888888889\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"11700\" end=\"12600\" id=\"553\" probability=\"0.23444444444444446\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"11700\" end=\"12600\" id=\"554\" probability=\"0.06888888888888889\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"11700\" end=\"12600\" id=\"555\" probability=\"0.14444444444444443\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"12600\" end=\"13500\" id=\"588\" probability=\"0.05333333333333334\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"12600\" end=\"13500\" id=\"589\" probability=\"0.09666666666666666\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"12600\" end=\"13500\" id=\"590\" probability=\"0.13666666666666666\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"12600\" end=\"13500\" id=\"591\" probability=\"0.21444444444444444\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"12600\" end=\"13500\" id=\"592\" probability=\"0.13333333333333333\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"12600\" end=\"13500\" id=\"593\" probability=\"0.2\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"12600\" end=\"13500\" id=\"594\" probability=\"0.056666666666666664\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"12600\" end=\"13500\" id=\"595\" probability=\"0.1111111111111111\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"13500\" end=\"14400\" id=\"630\" probability=\"0.07444444444444444\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"13500\" end=\"14400\" id=\"631\" probability=\"0.1111111111111111\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"13500\" end=\"14400\" id=\"632\" probability=\"0.10888888888888888\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"13500\" end=\"14400\" id=\"633\" probability=\"0.19777777777777777\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"13500\" end=\"14400\" id=\"634\" probability=\"0.10555555555555556\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"13500\" end=\"14400\" id=\"635\" probability=\"0.19555555555555557\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"13500\" end=\"14400\" id=\"636\" probability=\"0.08222222222222222\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"13500\" end=\"14400\" id=\"637\" probability=\"0.11777777777777777\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"14400\" end=\"15300\" id=\"674\" probability=\"0.06222222222222222\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"14400\" end=\"15300\" id=\"675\" probability=\"0.07222222222222222\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"14400\" end=\"15300\" id=\"676\" probability=\"0.12222222222222222\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"14400\" end=\"15300\" id=\"677\" probability=\"0.19\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"14400\" end=\"15300\" id=\"678\" probability=\"0.11333333333333333\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"14400\" end=\"15300\" id=\"679\" probability=\"0.19\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"14400\" end=\"15300\" id=\"680\" probability=\"0.07333333333333333\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"14400\" end=\"15300\" id=\"681\" probability=\"0.07444444444444444\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"15300\" end=\"16200\" id=\"714\" probability=\"0.06222222222222222\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"15300\" end=\"16200\" id=\"715\" probability=\"0.08\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"15300\" end=\"16200\" id=\"716\" probability=\"0.11888888888888889\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"15300\" end=\"16200\" id=\"717\" probability=\"0.15444444444444444\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"15300\" end=\"16200\" id=\"718\" probability=\"0.11333333333333333\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"15300\" end=\"16200\" id=\"719\" probability=\"0.15444444444444444\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"15300\" end=\"16200\" id=\"720\" probability=\"0.07333333333333333\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"15300\" end=\"16200\" id=\"721\" probability=\"0.08555555555555555\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"16200\" end=\"17100\" id=\"758\" probability=\"0.06444444444444444\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"16200\" end=\"17100\" id=\"759\" probability=\"0.08444444444444445\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"16200\" end=\"17100\" id=\"760\" probability=\"0.13111111111111112\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"16200\" end=\"17100\" id=\"761\" probability=\"0.18222222222222223\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"16200\" end=\"17100\" id=\"762\" probability=\"0.12666666666666668\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"16200\" end=\"17100\" id=\"763\" probability=\"0.18444444444444444\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"16200\" end=\"17100\" id=\"764\" probability=\"0.07222222222222222\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"16200\" end=\"17100\" id=\"765\" probability=\"0.08555555555555555\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"17100\" end=\"18000\" id=\"795\" probability=\"0.07555555555555556\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"17100\" end=\"18000\" id=\"796\" probability=\"0.07111111111111111\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"17100\" end=\"18000\" id=\"797\" probability=\"0.12444444444444444\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"17100\" end=\"18000\" id=\"798\" probability=\"0.14666666666666667\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"17100\" end=\"18000\" id=\"799\" probability=\"0.11888888888888889\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"17100\" end=\"18000\" id=\"800\" probability=\"0.14888888888888888\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"17100\" end=\"18000\" id=\"801\" probability=\"0.08666666666666667\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"17100\" end=\"18000\" id=\"802\" probability=\"0.07444444444444444\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"18000\" end=\"18900\" id=\"837\" probability=\"0.06\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"18000\" end=\"18900\" id=\"838\" probability=\"0.07222222222222222\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"18000\" end=\"18900\" id=\"839\" probability=\"0.1322222222222222\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"18000\" end=\"18900\" id=\"840\" probability=\"0.17\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"18000\" end=\"18900\" id=\"841\" probability=\"0.11666666666666667\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"18000\" end=\"18900\" id=\"842\" probability=\"0.1711111111111111\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"18000\" end=\"18900\" id=\"843\" probability=\"0.07222222222222222\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"18000\" end=\"18900\" id=\"844\" probability=\"0.06777777777777778\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"18900\" end=\"19800\" id=\"877\" probability=\"0.056666666666666664\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"18900\" end=\"19800\" id=\"878\" probability=\"0.06888888888888889\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"18900\" end=\"19800\" id=\"879\" probability=\"0.12555555555555556\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"18900\" end=\"19800\" id=\"880\" probability=\"0.17888888888888888\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"18900\" end=\"19800\" id=\"881\" probability=\"0.11777777777777777\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"18900\" end=\"19800\" id=\"882\" probability=\"0.17222222222222222\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"18900\" end=\"19800\" id=\"883\" probability=\"0.06888888888888889\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"18900\" end=\"19800\" id=\"884\" probability=\"0.08\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"19800\" end=\"20700\" id=\"918\" probability=\"0.08666666666666667\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"19800\" end=\"20700\" id=\"919\" probability=\"0.08333333333333333\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"19800\" end=\"20700\" id=\"920\" probability=\"0.11444444444444445\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"19800\" end=\"20700\" id=\"921\" probability=\"0.1688888888888889\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"19800\" end=\"20700\" id=\"922\" probability=\"0.11666666666666667\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"19800\" end=\"20700\" id=\"923\" probability=\"0.1711111111111111\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"19800\" end=\"20700\" id=\"924\" probability=\"0.09\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"19800\" end=\"20700\" id=\"925\" probability=\"0.08666666666666667\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"20700\" end=\"21600\" id=\"958\" probability=\"0.08777777777777777\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"20700\" end=\"21600\" id=\"959\" probability=\"0.07222222222222222\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"20700\" end=\"21600\" id=\"960\" probability=\"0.1388888888888889\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"20700\" end=\"21600\" id=\"961\" probability=\"0.18777777777777777\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"20700\" end=\"21600\" id=\"962\" probability=\"0.1388888888888889\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"20700\" end=\"21600\" id=\"963\" probability=\"0.18666666666666668\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"20700\" end=\"21600\" id=\"964\" probability=\"0.08777777777777777\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"20700\" end=\"21600\" id=\"965\" probability=\"0.07333333333333333\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"21600\" end=\"22500\" id=\"998\" probability=\"0.06111111111111111\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"21600\" end=\"22500\" id=\"999\" probability=\"0.07555555555555556\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"21600\" end=\"22500\" id=\"1000\" probability=\"0.11222222222222222\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"21600\" end=\"22500\" id=\"1001\" probability=\"0.15444444444444444\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"21600\" end=\"22500\" id=\"1002\" probability=\"0.10222222222222223\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"21600\" end=\"22500\" id=\"1003\" probability=\"0.17222222222222222\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"21600\" end=\"22500\" id=\"1004\" probability=\"0.08777777777777777\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"21600\" end=\"22500\" id=\"1005\" probability=\"0.07444444444444444\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"22500\" end=\"23400\" id=\"1042\" probability=\"0.07333333333333333\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"22500\" end=\"23400\" id=\"1043\" probability=\"0.07444444444444444\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"22500\" end=\"23400\" id=\"1044\" probability=\"0.13666666666666666\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"22500\" end=\"23400\" id=\"1045\" probability=\"0.19555555555555557\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"22500\" end=\"23400\" id=\"1046\" probability=\"0.12555555555555556\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"22500\" end=\"23400\" id=\"1047\" probability=\"0.21\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"22500\" end=\"23400\" id=\"1048\" probability=\"0.09444444444444444\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"22500\" end=\"23400\" id=\"1049\" probability=\"0.07\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"23400\" end=\"24300\" id=\"1084\" probability=\"0.06666666666666667\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"23400\" end=\"24300\" id=\"1085\" probability=\"0.06\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"23400\" end=\"24300\" id=\"1086\" probability=\"0.12444444444444444\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"23400\" end=\"24300\" id=\"1087\" probability=\"0.16555555555555557\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"23400\" end=\"24300\" id=\"1088\" probability=\"0.12444444444444444\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"23400\" end=\"24300\" id=\"1089\" probability=\"0.1688888888888889\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"23400\" end=\"24300\" id=\"1090\" probability=\"0.07333333333333333\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"23400\" end=\"24300\" id=\"1091\" probability=\"0.06333333333333334\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"24300\" end=\"25200\" id=\"1124\" probability=\"0.10111111111111111\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"24300\" end=\"25200\" id=\"1125\" probability=\"0.06555555555555556\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"24300\" end=\"25200\" id=\"1126\" probability=\"0.13555555555555557\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"24300\" end=\"25200\" id=\"1127\" probability=\"0.15666666666666668\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"24300\" end=\"25200\" id=\"1128\" probability=\"0.1322222222222222\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"24300\" end=\"25200\" id=\"1129\" probability=\"0.1622222222222222\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"24300\" end=\"25200\" id=\"1130\" probability=\"0.1111111111111111\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"24300\" end=\"25200\" id=\"1131\" probability=\"0.06666666666666667\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"25200\" end=\"26100\" id=\"1164\" probability=\"0.07777777777777778\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"25200\" end=\"26100\" id=\"1165\" probability=\"0.06666666666666667\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"25200\" end=\"26100\" id=\"1166\" probability=\"0.11888888888888889\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"25200\" end=\"26100\" id=\"1167\" probability=\"0.19777777777777777\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"25200\" end=\"26100\" id=\"1168\" probability=\"0.11888888888888889\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"25200\" end=\"26100\" id=\"1169\" probability=\"0.2011111111111111\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"25200\" end=\"26100\" id=\"1170\" probability=\"0.08555555555555555\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"25200\" end=\"26100\" id=\"1171\" probability=\"0.07111111111111111\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"26100\" end=\"27000\" id=\"1204\" probability=\"0.06888888888888889\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"26100\" end=\"27000\" id=\"1205\" probability=\"0.06555555555555556\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"26100\" end=\"27000\" id=\"1206\" probability=\"0.1288888888888889\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"26100\" end=\"27000\" id=\"1207\" probability=\"0.16111111111111112\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"26100\" end=\"27000\" id=\"1208\" probability=\"0.12222222222222222\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"26100\" end=\"27000\" id=\"1209\" probability=\"0.16555555555555557\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"26100\" end=\"27000\" id=\"1210\" probability=\"0.08222222222222222\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"26100\" end=\"27000\" id=\"1211\" probability=\"0.06777777777777778\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"27000\" end=\"27900\" id=\"1242\" probability=\"0.07888888888888888\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"27000\" end=\"27900\" id=\"1243\" probability=\"0.07222222222222222\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"27000\" end=\"27900\" id=\"1244\" probability=\"0.14888888888888888\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"27000\" end=\"27900\" id=\"1245\" probability=\"0.15444444444444444\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"27000\" end=\"27900\" id=\"1246\" probability=\"0.1388888888888889\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"27000\" end=\"27900\" id=\"1247\" probability=\"0.16\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"27000\" end=\"27900\" id=\"1248\" probability=\"0.09\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"27000\" end=\"27900\" id=\"1249\" probability=\"0.06777777777777778\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"27900\" end=\"28800\" id=\"1286\" probability=\"0.08\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"27900\" end=\"28800\" id=\"1287\" probability=\"0.06111111111111111\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"27900\" end=\"28800\" id=\"1288\" probability=\"0.12555555555555556\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"27900\" end=\"28800\" id=\"1289\" probability=\"0.17777777777777778\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"27900\" end=\"28800\" id=\"1290\" probability=\"0.12222222222222222\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"27900\" end=\"28800\" id=\"1291\" probability=\"0.17444444444444446\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"27900\" end=\"28800\" id=\"1292\" probability=\"0.08666666666666667\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"27900\" end=\"28800\" id=\"1293\" probability=\"0.06777777777777778\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"28800\" end=\"29700\" id=\"1329\" probability=\"0.09111111111111111\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"28800\" end=\"29700\" id=\"1330\" probability=\"0.05\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"28800\" end=\"29700\" id=\"1331\" probability=\"0.1288888888888889\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"28800\" end=\"29700\" id=\"1332\" probability=\"0.18222222222222223\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"28800\" end=\"29700\" id=\"1333\" probability=\"0.13333333333333333\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"28800\" end=\"29700\" id=\"1334\" probability=\"0.18444444444444444\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"28800\" end=\"29700\" id=\"1335\" probability=\"0.09888888888888889\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"28800\" end=\"29700\" id=\"1336\" probability=\"0.06\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"29700\" end=\"30600\" id=\"1368\" probability=\"0.07888888888888888\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"29700\" end=\"30600\" id=\"1369\" probability=\"0.06444444444444444\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"29700\" end=\"30600\" id=\"1370\" probability=\"0.11555555555555555\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"29700\" end=\"30600\" id=\"1371\" probability=\"0.17333333333333334\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"29700\" end=\"30600\" id=\"1372\" probability=\"0.10444444444444445\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"29700\" end=\"30600\" id=\"1373\" probability=\"0.17\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"29700\" end=\"30600\" id=\"1374\" probability=\"0.08444444444444445\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"29700\" end=\"30600\" id=\"1375\" probability=\"0.06222222222222222\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"30600\" end=\"31500\" id=\"1412\" probability=\"0.10222222222222223\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"30600\" end=\"31500\" id=\"1413\" probability=\"0.07222222222222222\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"30600\" end=\"31500\" id=\"1414\" probability=\"0.14444444444444443\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"30600\" end=\"31500\" id=\"1415\" probability=\"0.16444444444444445\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"30600\" end=\"31500\" id=\"1416\" probability=\"0.1511111111111111\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"30600\" end=\"31500\" id=\"1417\" probability=\"0.18333333333333332\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"30600\" end=\"31500\" id=\"1418\" probability=\"0.11555555555555555\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"30600\" end=\"31500\" id=\"1419\" probability=\"0.07333333333333333\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"31500\" end=\"32400\" id=\"1450\" probability=\"0.09222222222222222\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"31500\" end=\"32400\" id=\"1451\" probability=\"0.07111111111111111\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"31500\" end=\"32400\" id=\"1452\" probability=\"0.13\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"31500\" end=\"32400\" id=\"1453\" probability=\"0.18888888888888888\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"31500\" end=\"32400\" id=\"1454\" probability=\"0.12111111111111111\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"31500\" end=\"32400\" id=\"1455\" probability=\"0.19\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"31500\" end=\"32400\" id=\"1456\" probability=\"0.10222222222222223\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"31500\" end=\"32400\" id=\"1457\" probability=\"0.07111111111111111\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"32400\" end=\"33300\" id=\"1488\" probability=\"0.09555555555555556\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"32400\" end=\"33300\" id=\"1489\" probability=\"0.06111111111111111\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"32400\" end=\"33300\" id=\"1490\" probability=\"0.10222222222222223\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"32400\" end=\"33300\" id=\"1491\" probability=\"0.2\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"32400\" end=\"33300\" id=\"1492\" probability=\"0.09222222222222222\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"32400\" end=\"33300\" id=\"1493\" probability=\"0.20777777777777778\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"32400\" end=\"33300\" id=\"1494\" probability=\"0.11333333333333333\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"32400\" end=\"33300\" id=\"1495\" probability=\"0.06111111111111111\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"33300\" end=\"34200\" id=\"1526\" probability=\"0.10777777777777778\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"33300\" end=\"34200\" id=\"1527\" probability=\"0.07444444444444444\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"33300\" end=\"34200\" id=\"1528\" probability=\"0.15777777777777777\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"33300\" end=\"34200\" id=\"1529\" probability=\"0.15777777777777777\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"33300\" end=\"34200\" id=\"1530\" probability=\"0.15888888888888889\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"33300\" end=\"34200\" id=\"1531\" probability=\"0.16777777777777778\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"33300\" end=\"34200\" id=\"1532\" probability=\"0.11444444444444445\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"33300\" end=\"34200\" id=\"1533\" probability=\"0.07222222222222222\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"34200\" end=\"35100\" id=\"1564\" probability=\"0.1\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"34200\" end=\"35100\" id=\"1565\" probability=\"0.06\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"34200\" end=\"35100\" id=\"1566\" probability=\"0.14777777777777779\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"34200\" end=\"35100\" id=\"1567\" probability=\"0.17\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"34200\" end=\"35100\" id=\"1568\" probability=\"0.15222222222222223\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"34200\" end=\"35100\" id=\"1569\" probability=\"0.16555555555555557\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"34200\" end=\"35100\" id=\"1570\" probability=\"0.10777777777777778\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"34200\" end=\"35100\" id=\"1571\" probability=\"0.07666666666666666\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"35100\" end=\"36000\" id=\"1601\" probability=\"0.12111111111111111\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"35100\" end=\"36000\" id=\"1602\" probability=\"0.07666666666666666\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"35100\" end=\"36000\" id=\"1603\" probability=\"0.1411111111111111\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"35100\" end=\"36000\" id=\"1604\" probability=\"0.13\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"35100\" end=\"36000\" id=\"1605\" probability=\"0.13777777777777778\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"35100\" end=\"36000\" id=\"1606\" probability=\"0.13\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"35100\" end=\"36000\" id=\"1607\" probability=\"0.12777777777777777\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"35100\" end=\"36000\" id=\"1608\" probability=\"0.08\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"36000\" end=\"36900\" id=\"1639\" probability=\"0.11777777777777777\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"36000\" end=\"36900\" id=\"1640\" probability=\"0.06666666666666667\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"36000\" end=\"36900\" id=\"1641\" probability=\"0.18333333333333332\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"36000\" end=\"36900\" id=\"1642\" probability=\"0.1322222222222222\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"36000\" end=\"36900\" id=\"1643\" probability=\"0.17888888888888888\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"36000\" end=\"36900\" id=\"1644\" probability=\"0.14555555555555555\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"36000\" end=\"36900\" id=\"1645\" probability=\"0.12333333333333334\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"36000\" end=\"36900\" id=\"1646\" probability=\"0.05444444444444444\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"36900\" end=\"37800\" id=\"1677\" probability=\"0.10888888888888888\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"36900\" end=\"37800\" id=\"1678\" probability=\"0.07888888888888888\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"36900\" end=\"37800\" id=\"1679\" probability=\"0.2088888888888889\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"36900\" end=\"37800\" id=\"1680\" probability=\"0.13444444444444445\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"36900\" end=\"37800\" id=\"1681\" probability=\"0.19666666666666666\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"36900\" end=\"37800\" id=\"1682\" probability=\"0.1388888888888889\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"36900\" end=\"37800\" id=\"1683\" probability=\"0.11666666666666667\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"36900\" end=\"37800\" id=\"1684\" probability=\"0.07\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"37800\" end=\"38700\" id=\"1713\" probability=\"0.09444444444444444\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"37800\" end=\"38700\" id=\"1714\" probability=\"0.05333333333333334\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"37800\" end=\"38700\" id=\"1715\" probability=\"0.20777777777777778\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"37800\" end=\"38700\" id=\"1716\" probability=\"0.1511111111111111\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"37800\" end=\"38700\" id=\"1717\" probability=\"0.20444444444444446\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"37800\" end=\"38700\" id=\"1718\" probability=\"0.15444444444444444\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"37800\" end=\"38700\" id=\"1719\" probability=\"0.09444444444444444\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"37800\" end=\"38700\" id=\"1720\" probability=\"0.04666666666666667\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"38700\" end=\"39600\" id=\"1751\" probability=\"0.11777777777777777\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"38700\" end=\"39600\" id=\"1752\" probability=\"0.07111111111111111\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"38700\" end=\"39600\" id=\"1753\" probability=\"0.1988888888888889\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"38700\" end=\"39600\" id=\"1754\" probability=\"0.13\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"38700\" end=\"39600\" id=\"1755\" probability=\"0.1922222222222222\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"38700\" end=\"39600\" id=\"1756\" probability=\"0.13333333333333333\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"38700\" end=\"39600\" id=\"1757\" probability=\"0.12222222222222222\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"38700\" end=\"39600\" id=\"1758\" probability=\"0.06555555555555556\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"39600\" end=\"40500\" id=\"1791\" probability=\"0.16333333333333333\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"39600\" end=\"40500\" id=\"1792\" probability=\"0.08555555555555555\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"39600\" end=\"40500\" id=\"1793\" probability=\"0.24666666666666667\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"39600\" end=\"40500\" id=\"1794\" probability=\"0.1511111111111111\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"39600\" end=\"40500\" id=\"1795\" probability=\"0.24333333333333335\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"39600\" end=\"40500\" id=\"1796\" probability=\"0.1622222222222222\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"39600\" end=\"40500\" id=\"1797\" probability=\"0.16555555555555557\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"39600\" end=\"40500\" id=\"1798\" probability=\"0.07333333333333333\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"40500\" end=\"41400\" id=\"1825\" probability=\"0.2\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"40500\" end=\"41400\" id=\"1826\" probability=\"0.06777777777777778\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"40500\" end=\"41400\" id=\"1827\" probability=\"0.2011111111111111\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"40500\" end=\"41400\" id=\"1828\" probability=\"0.14222222222222222\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"40500\" end=\"41400\" id=\"1829\" probability=\"0.2\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"40500\" end=\"41400\" id=\"1830\" probability=\"0.1411111111111111\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"40500\" end=\"41400\" id=\"1831\" probability=\"0.19333333333333333\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"40500\" end=\"41400\" id=\"1832\" probability=\"0.06111111111111111\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"41400\" end=\"42300\" id=\"1863\" probability=\"0.12555555555555556\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"41400\" end=\"42300\" id=\"1864\" probability=\"0.06333333333333334\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"41400\" end=\"42300\" id=\"1865\" probability=\"0.19444444444444445\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"41400\" end=\"42300\" id=\"1866\" probability=\"0.13111111111111112\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"41400\" end=\"42300\" id=\"1867\" probability=\"0.19555555555555557\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"41400\" end=\"42300\" id=\"1868\" probability=\"0.1411111111111111\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"41400\" end=\"42300\" id=\"1869\" probability=\"0.1288888888888889\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"41400\" end=\"42300\" id=\"1870\" probability=\"0.057777777777777775\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"42300\" end=\"43200\" id=\"1903\" probability=\"0.17666666666666667\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"42300\" end=\"43200\" id=\"1904\" probability=\"0.08888888888888889\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"42300\" end=\"43200\" id=\"1905\" probability=\"0.22555555555555556\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"42300\" end=\"43200\" id=\"1906\" probability=\"0.15333333333333332\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"42300\" end=\"43200\" id=\"1907\" probability=\"0.22555555555555556\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"42300\" end=\"43200\" id=\"1908\" probability=\"0.15222222222222223\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"42300\" end=\"43200\" id=\"1909\" probability=\"0.17333333333333334\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"42300\" end=\"43200\" id=\"1910\" probability=\"0.08666666666666667\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"43200\" end=\"44100\" id=\"1944\" probability=\"0.11888888888888889\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"43200\" end=\"44100\" id=\"1945\" probability=\"0.08\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"43200\" end=\"44100\" id=\"1946\" probability=\"0.2288888888888889\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"43200\" end=\"44100\" id=\"1947\" probability=\"0.17\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"43200\" end=\"44100\" id=\"1948\" probability=\"0.22111111111111112\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"43200\" end=\"44100\" id=\"1949\" probability=\"0.1811111111111111\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"43200\" end=\"44100\" id=\"1950\" probability=\"0.12444444444444444\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"43200\" end=\"44100\" id=\"1951\" probability=\"0.06666666666666667\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"44100\" end=\"45000\" id=\"1984\" probability=\"0.10555555555555556\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"44100\" end=\"45000\" id=\"1985\" probability=\"0.07111111111111111\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"44100\" end=\"45000\" id=\"1986\" probability=\"0.19444444444444445\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"44100\" end=\"45000\" id=\"1987\" probability=\"0.13555555555555557\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"44100\" end=\"45000\" id=\"1988\" probability=\"0.19111111111111112\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"44100\" end=\"45000\" id=\"1989\" probability=\"0.13555555555555557\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"44100\" end=\"45000\" id=\"1990\" probability=\"0.10888888888888888\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"44100\" end=\"45000\" id=\"1991\" probability=\"0.07111111111111111\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"45000\" end=\"45900\" id=\"2022\" probability=\"0.07888888888888888\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"45000\" end=\"45900\" id=\"2023\" probability=\"0.06555555555555556\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"45000\" end=\"45900\" id=\"2024\" probability=\"0.17\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"45000\" end=\"45900\" id=\"2025\" probability=\"0.11222222222222222\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"45000\" end=\"45900\" id=\"2026\" probability=\"0.17666666666666667\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"45000\" end=\"45900\" id=\"2027\" probability=\"0.11666666666666667\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"45000\" end=\"45900\" id=\"2028\" probability=\"0.08777777777777777\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"45000\" end=\"45900\" id=\"2029\" probability=\"0.07666666666666666\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"45900\" end=\"46800\" id=\"2060\" probability=\"0.07111111111111111\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"45900\" end=\"46800\" id=\"2061\" probability=\"0.058888888888888886\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"45900\" end=\"46800\" id=\"2062\" probability=\"0.17555555555555555\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"45900\" end=\"46800\" id=\"2063\" probability=\"0.14222222222222222\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"45900\" end=\"46800\" id=\"2064\" probability=\"0.17666666666666667\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"45900\" end=\"46800\" id=\"2065\" probability=\"0.13777777777777778\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"45900\" end=\"46800\" id=\"2066\" probability=\"0.07444444444444444\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"45900\" end=\"46800\" id=\"2067\" probability=\"0.06777777777777778\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"46800\" end=\"47700\" id=\"2102\" probability=\"0.06444444444444444\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"46800\" end=\"47700\" id=\"2103\" probability=\"0.05444444444444444\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"46800\" end=\"47700\" id=\"2104\" probability=\"0.13111111111111112\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"46800\" end=\"47700\" id=\"2105\" probability=\"0.14\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"46800\" end=\"47700\" id=\"2106\" probability=\"0.13333333333333333\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"46800\" end=\"47700\" id=\"2107\" probability=\"0.14444444444444443\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"46800\" end=\"47700\" id=\"2108\" probability=\"0.07222222222222222\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"46800\" end=\"47700\" id=\"2109\" probability=\"0.06\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"47700\" end=\"48600\" id=\"2143\" probability=\"0.06444444444444444\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"47700\" end=\"48600\" id=\"2144\" probability=\"0.06111111111111111\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"47700\" end=\"48600\" id=\"2145\" probability=\"0.13777777777777778\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"47700\" end=\"48600\" id=\"2146\" probability=\"0.16\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"47700\" end=\"48600\" id=\"2147\" probability=\"0.14\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"47700\" end=\"48600\" id=\"2148\" probability=\"0.15555555555555556\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"47700\" end=\"48600\" id=\"2149\" probability=\"0.06444444444444444\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"47700\" end=\"48600\" id=\"2150\" probability=\"0.06777777777777778\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"48600\" end=\"49500\" id=\"2182\" probability=\"0.06\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"48600\" end=\"49500\" id=\"2183\" probability=\"0.05\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"48600\" end=\"49500\" id=\"2184\" probability=\"0.11\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"48600\" end=\"49500\" id=\"2185\" probability=\"0.14222222222222222\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"48600\" end=\"49500\" id=\"2186\" probability=\"0.10444444444444445\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"48600\" end=\"49500\" id=\"2187\" probability=\"0.14777777777777779\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"48600\" end=\"49500\" id=\"2188\" probability=\"0.0811111111111111\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"48600\" end=\"49500\" id=\"2189\" probability=\"0.06\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"49500\" end=\"50400\" id=\"2220\" probability=\"0.06333333333333334\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"49500\" end=\"50400\" id=\"2221\" probability=\"0.028888888888888888\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"49500\" end=\"50400\" id=\"2222\" probability=\"0.11333333333333333\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"49500\" end=\"50400\" id=\"2223\" probability=\"0.14555555555555555\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"49500\" end=\"50400\" id=\"2224\" probability=\"0.11333333333333333\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"49500\" end=\"50400\" id=\"2225\" probability=\"0.15777777777777777\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"49500\" end=\"50400\" id=\"2226\" probability=\"0.07888888888888888\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"49500\" end=\"50400\" id=\"2227\" probability=\"0.03222222222222222\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"50400\" end=\"51300\" id=\"2252\" probability=\"0.058888888888888886\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"50400\" end=\"51300\" id=\"2253\" probability=\"0.03666666666666667\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"50400\" end=\"51300\" id=\"2254\" probability=\"0.11444444444444445\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"50400\" end=\"51300\" id=\"2255\" probability=\"0.12666666666666668\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"50400\" end=\"51300\" id=\"2256\" probability=\"0.11888888888888889\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"50400\" end=\"51300\" id=\"2257\" probability=\"0.14666666666666667\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"50400\" end=\"51300\" id=\"2258\" probability=\"0.07555555555555556\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"50400\" end=\"51300\" id=\"2259\" probability=\"0.03777777777777778\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"51300\" end=\"52200\" id=\"2286\" probability=\"0.06222222222222222\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"51300\" end=\"52200\" id=\"2287\" probability=\"0.027777777777777776\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"51300\" end=\"52200\" id=\"2288\" probability=\"0.11444444444444445\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"51300\" end=\"52200\" id=\"2289\" probability=\"0.12444444444444444\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"51300\" end=\"52200\" id=\"2290\" probability=\"0.12111111111111111\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"51300\" end=\"52200\" id=\"2291\" probability=\"0.1288888888888889\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"51300\" end=\"52200\" id=\"2292\" probability=\"0.07111111111111111\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"51300\" end=\"52200\" id=\"2293\" probability=\"0.03888888888888889\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"52200\" end=\"53100\" id=\"2320\" probability=\"0.04777777777777778\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"52200\" end=\"53100\" id=\"2321\" probability=\"0.04\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"52200\" end=\"53100\" id=\"2322\" probability=\"0.1111111111111111\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"52200\" end=\"53100\" id=\"2323\" probability=\"0.13777777777777778\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"52200\" end=\"53100\" id=\"2324\" probability=\"0.11\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"52200\" end=\"53100\" id=\"2325\" probability=\"0.1411111111111111\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"52200\" end=\"53100\" id=\"2326\" probability=\"0.04777777777777778\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"52200\" end=\"53100\" id=\"2327\" probability=\"0.035555555555555556\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"53100\" end=\"54000\" id=\"2354\" probability=\"0.06555555555555556\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"53100\" end=\"54000\" id=\"2355\" probability=\"0.03777777777777778\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"53100\" end=\"54000\" id=\"2356\" probability=\"0.09777777777777778\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"53100\" end=\"54000\" id=\"2357\" probability=\"0.11222222222222222\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"53100\" end=\"54000\" id=\"2358\" probability=\"0.1\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"53100\" end=\"54000\" id=\"2359\" probability=\"0.12\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"53100\" end=\"54000\" id=\"2360\" probability=\"0.07444444444444444\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"53100\" end=\"54000\" id=\"2361\" probability=\"0.04111111111111111\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"54000\" end=\"54900\" id=\"2390\" probability=\"0.05444444444444444\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"54000\" end=\"54900\" id=\"2391\" probability=\"0.04111111111111111\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"54000\" end=\"54900\" id=\"2392\" probability=\"0.10666666666666667\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"54000\" end=\"54900\" id=\"2393\" probability=\"0.11888888888888889\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"54000\" end=\"54900\" id=\"2394\" probability=\"0.10888888888888888\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"54000\" end=\"54900\" id=\"2395\" probability=\"0.12222222222222222\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"54000\" end=\"54900\" id=\"2396\" probability=\"0.057777777777777775\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"54000\" end=\"54900\" id=\"2397\" probability=\"0.043333333333333335\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"54900\" end=\"55800\" id=\"2430\" probability=\"0.034444444444444444\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"54900\" end=\"55800\" id=\"2431\" probability=\"0.04111111111111111\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"54900\" end=\"55800\" id=\"2432\" probability=\"0.12111111111111111\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"54900\" end=\"55800\" id=\"2433\" probability=\"0.10888888888888888\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"54900\" end=\"55800\" id=\"2434\" probability=\"0.11\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"54900\" end=\"55800\" id=\"2435\" probability=\"0.12\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"54900\" end=\"55800\" id=\"2436\" probability=\"0.051111111111111114\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"54900\" end=\"55800\" id=\"2437\" probability=\"0.035555555555555556\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"55800\" end=\"56700\" id=\"2462\" probability=\"0.043333333333333335\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"55800\" end=\"56700\" id=\"2463\" probability=\"0.03111111111111111\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"55800\" end=\"56700\" id=\"2464\" probability=\"0.11333333333333333\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"55800\" end=\"56700\" id=\"2465\" probability=\"0.11777777777777777\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"55800\" end=\"56700\" id=\"2466\" probability=\"0.10666666666666667\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"55800\" end=\"56700\" id=\"2467\" probability=\"0.11888888888888889\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"55800\" end=\"56700\" id=\"2468\" probability=\"0.04888888888888889\" route=\"1si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"55800\" end=\"56700\" id=\"2469\" probability=\"0.028888888888888888\" route=\"1si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"56700\" end=\"57600\" id=\"2503\" probability=\"0.04\" route=\"2si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"56700\" end=\"57600\" id=\"2504\" probability=\"0.035555555555555556\" route=\"2si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"56700\" end=\"57600\" id=\"2505\" probability=\"0.1\" route=\"4si_to_1o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"56700\" end=\"57600\" id=\"2506\" probability=\"0.10555555555555556\" route=\"4si_to_3o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"56700\" end=\"57600\" id=\"2507\" probability=\"0.09555555555555556\" route=\"3si_to_4o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n  <flow begin=\"56700\" end=\"57600\" id=\"2508\" probability=\"0.11222222222222222\" route=\"3si_to_2o\" type=\"SUMO_DEFAULT_TYPE\"/>\\n</root>\\n'\n"
     ]
    }
   ],
   "source": [
    "print(etree.tostring(root, pretty_print=True))\n",
    "tree = etree.ElementTree(root)\n",
    "tree.write(\"realworld.rou.xml\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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": "3.6.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}