program_requests.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 124,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'1007': {'lat': 40.5243286, 'lon': -74.4510408, 'heading': 125.30990141589359, 'line': 'Route LX', 'lineCode': '36874', 'lineColor': 'CC99FF', 'lineTextColor': '000000', 'dest': 'Livingston Student Center', 'predictions': [{'stationID': '10035', 'stationName': 'College Avenue Student Center', 'actualETA': 1703100663000, 'noETA': False}, {'stationID': '27767', 'stationName': 'The Yard', 'actualETA': 1703100683000, 'noETA': False}, {'stationID': '10038', 'stationName': 'Student Activities Center NB', 'actualETA': 1703100748000, 'noETA': False}, {'stationID': '10071', 'stationName': 'Livingston Plaza', 'actualETA': 1703101105000, 'noETA': False}], 'extra': {'load': 6, 'cap': 69, 'info': None}}, '3278': {'lat': 40.736713, 'lon': -74.1782371, 'heading': 147.86275099880658, 'line': 'Campus Connect', 'lineCode': '4063', 'lineColor': 'BE2625', 'lineTextColor': 'FFFFFF', 'dest': 'Broad Street Station', 'predictions': [{'stationID': '10058', 'stationName': 'CLJ', 'actualETA': 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1703101248000, 'noETA': False}], 'extra': {'load': 67, 'cap': 67, 'info': None}}, '0201': {'lat': 40.487324, 'lon': -74.4398436, 'heading': 217.33319573811187, 'line': 'Route F', 'lineCode': '31651', 'lineColor': 'FF0000', 'lineTextColor': 'FFFFFF', 'dest': 'Red Oak Lane', 'predictions': [{'stationID': '10059', 'stationName': 'Lipman Hall', 'actualETA': 1703100654000, 'noETA': False}, {'stationID': '10036', 'stationName': 'College Hall', 'actualETA': 1703100788000, 'noETA': False}, {'stationID': '10038', 'stationName': 'Student Activities Center NB', 'actualETA': 1703101039000, 'noETA': False}, {'stationID': '27767', 'stationName': 'The Yard', 'actualETA': 1703101281000, 'noETA': False}], 'extra': {'load': 0, 'cap': 67, 'info': None}}, '0127': {'lat': 40.4996125, 'lon': -74.4457594, 'heading': 74.01209981890293, 'line': 'Route H', 'lineCode': '36873', 'lineColor': '0000FF', 'lineTextColor': 'FFFFFF', 'dest': 'Busch Student Center', 'predictions': [{'stationID': '10038', 'stationName': 'Student Activities Center NB', 'actualETA': 1703100511000, 'noETA': False}, {'stationID': '10089', 'stationName': 'Werblin Recreation Center', 'actualETA': 1703100842000, 'noETA': False}], 'extra': {'load': 7, 'cap': 67, 'info': None}}, '0129': {'lat': 40.4812189, 'lon': -74.4363658, 'heading': 218.21903753453157, 'line': 'Route F', 'lineCode': '31651', 'lineColor': 'FF0000', 'lineTextColor': 'FFFFFF', 'dest': 'Red Oak Lane', 'predictions': [{'stationID': '10059', 'stationName': 'Lipman Hall', 'actualETA': 1703100469000, 'noETA': False}, {'stationID': '10036', 'stationName': 'College Hall', 'actualETA': 1703100606000, 'noETA': False}, {'stationID': '10038', 'stationName': 'Student Activities Center NB', 'actualETA': 1703100856000, 'noETA': False}, {'stationID': '27767', 'stationName': 'The Yard', 'actualETA': 1703101095000, 'noETA': False}], 'extra': {'load': 3, 'cap': 67, 'info': None}}, '0126': {'lat': 40.4845296, 'lon': -74.4327978, 'heading': 237.70861925073183, 'line': 'Route 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40.5232838, 'lon': -74.4403949, 'heading': 50.27175387025534, 'line': 'B-He Route', 'lineCode': '31650', 'lineColor': 'DAA520', 'lineTextColor': 'FFFFFF', 'dest': 'Livingston Student Center', 'predictions': [{'stationID': '10071', 'stationName': 'Livingston Plaza', 'actualETA': 1703100511216, 'noETA': False}, {'stationID': '10029', 'stationName': 'Livingston Student Center', 'actualETA': 1703100616000, 'noETA': False}, {'stationID': '10065', 'stationName': 'Quads', 'actualETA': 1703100751000, 'noETA': False}, {'stationID': '10096', 'stationName': 'Busch-Livingston Health Center', 'actualETA': 1703100848000, 'noETA': False}, {'stationID': '10052', 'stationName': 'Busch Student Center', 'actualETA': 1703101028000, 'noETA': False}, {'stationID': '10039', 'stationName': 'Allison Road Classrooms', 'actualETA': 1703101363000, 'noETA': False}, {'stationID': '10034', 'stationName': 'Hill Center (NB)', 'actualETA': 1703101426000, 'noETA': False}], 'extra': {'load': 9, 'cap': 67, 'info': None}}, '0128': {'lat': 40.5238039, 'lon': -74.4364956, 'heading': 90, 'line': 'Route LX', 'lineCode': '36874', 'lineColor': 'CC99FF', 'lineTextColor': '000000', 'dest': 'Livingston Student Center', 'predictions': [{'stationID': '10065', 'stationName': 'Quads', 'actualETA': 1703100511216, 'noETA': False}, {'stationID': '10035', 'stationName': 'College Avenue Student Center', 'actualETA': 1703100827000, 'noETA': False}, {'stationID': '27767', 'stationName': 'The Yard', 'actualETA': 1703100844000, 'noETA': False}, {'stationID': '10038', 'stationName': 'Student Activities Center NB', 'actualETA': 1703100902000, 'noETA': False}, {'stationID': '10071', 'stationName': 'Livingston Plaza', 'actualETA': 1703101219000, 'noETA': False}], 'extra': {'load': 2, 'cap': 67, 'info': None}}}\n"
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       "      <td>36874</td>\n",
       "      <td>Livingston Student Center</td>\n",
       "      <td>10038</td>\n",
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       "      <td>1007</td>\n",
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       "      <td>36874</td>\n",
       "      <td>Livingston Student Center</td>\n",
       "      <td>10065</td>\n",
       "      <td>Quads</td>\n",
       "      <td>1703100511216</td>\n",
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       "      <td>0128</td>\n",
       "      <td>Route LX</td>\n",
       "      <td>36874</td>\n",
       "      <td>Livingston Student Center</td>\n",
       "      <td>10035</td>\n",
       "      <td>College Avenue Student Center</td>\n",
       "      <td>1703100827000</td>\n",
       "      <td>False</td>\n",
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       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>0128</td>\n",
       "      <td>Route LX</td>\n",
       "      <td>36874</td>\n",
       "      <td>Livingston Student Center</td>\n",
       "      <td>27767</td>\n",
       "      <td>The Yard</td>\n",
       "      <td>1703100844000</td>\n",
       "      <td>False</td>\n",
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       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>0128</td>\n",
       "      <td>Route LX</td>\n",
       "      <td>36874</td>\n",
       "      <td>Livingston Student Center</td>\n",
       "      <td>10038</td>\n",
       "      <td>Student Activities Center NB</td>\n",
       "      <td>1703100902000</td>\n",
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       "      <td>0128</td>\n",
       "      <td>Route LX</td>\n",
       "      <td>36874</td>\n",
       "      <td>Livingston Student Center</td>\n",
       "      <td>10071</td>\n",
       "      <td>Livingston Plaza</td>\n",
       "      <td>1703101219000</td>\n",
       "      <td>False</td>\n",
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      ],
      "text/plain": [
       "    bus_id            line lineCode                       dest stationID  \\\n",
       "0     1007        Route LX    36874  Livingston Student Center     10035   \n",
       "1     1007        Route LX    36874  Livingston Student Center     27767   \n",
       "2     1007        Route LX    36874  Livingston Student Center     10038   \n",
       "3     1007        Route LX    36874  Livingston Student Center     10071   \n",
       "4     3278  Campus Connect     4063       Broad Street Station     10058   \n",
       "..     ...             ...      ...                        ...       ...   \n",
       "158   0128        Route LX    36874  Livingston Student Center     10065   \n",
       "159   0128        Route LX    36874  Livingston Student Center     10035   \n",
       "160   0128        Route LX    36874  Livingston Student Center     27767   \n",
       "161   0128        Route LX    36874  Livingston Student Center     10038   \n",
       "162   0128        Route LX    36874  Livingston Student Center     10071   \n",
       "\n",
       "                       stationName      actualETA  noETA  \n",
       "0    College Avenue Student Center  1703100663000  False  \n",
       "1                         The Yard  1703100683000  False  \n",
       "2     Student Activities Center NB  1703100748000  False  \n",
       "3                 Livingston Plaza  1703101105000  False  \n",
       "4                              CLJ  1703100560000  False  \n",
       "..                             ...            ...    ...  \n",
       "158                          Quads  1703100511216  False  \n",
       "159  College Avenue Student Center  1703100827000  False  \n",
       "160                       The Yard  1703100844000  False  \n",
       "161   Student Activities Center NB  1703100902000  False  \n",
       "162               Livingston Plaza  1703101219000  False  \n",
       "\n",
       "[163 rows x 8 columns]"
      ]
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1007</td>\n",
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       "      <td>36874</td>\n",
       "      <td>Livingston Student Center</td>\n",
       "      <td>10071</td>\n",
       "      <td>Livingston Plaza</td>\n",
       "      <td>1703101105000</td>\n",
       "      <td>False</td>\n",
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       "      <th>17</th>\n",
       "      <td>4032</td>\n",
       "      <td>REXL Route</td>\n",
       "      <td>36877</td>\n",
       "      <td>Red Oak Lane</td>\n",
       "      <td>10071</td>\n",
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       "      <td>1703101375000</td>\n",
       "      <td>False</td>\n",
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       "      <th>20</th>\n",
       "      <td>4034</td>\n",
       "      <td>Route REXB</td>\n",
       "      <td>36875</td>\n",
       "      <td>Red Oak Lane</td>\n",
       "      <td>10039</td>\n",
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       "      <th>29</th>\n",
       "      <td>4040</td>\n",
       "      <td>Route LX</td>\n",
       "      <td>36874</td>\n",
       "      <td>Livingston Student Center</td>\n",
       "      <td>10071</td>\n",
       "      <td>Livingston Plaza</td>\n",
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       "      <td>False</td>\n",
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       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>4041</td>\n",
       "      <td>Route A</td>\n",
       "      <td>31678</td>\n",
       "      <td>College Avenue Student Center</td>\n",
       "      <td>10041</td>\n",
       "      <td>Science Building</td>\n",
       "      <td>1703100629000</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>4128</td>\n",
       "      <td>Route B</td>\n",
       "      <td>31961</td>\n",
       "      <td>Livingston Student Center</td>\n",
       "      <td>10071</td>\n",
       "      <td>Livingston Plaza</td>\n",
       "      <td>1703100498000</td>\n",
       "      <td>False</td>\n",
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       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>4128</td>\n",
       "      <td>Route B</td>\n",
       "      <td>31961</td>\n",
       "      <td>Livingston Student Center</td>\n",
       "      <td>10041</td>\n",
       "      <td>Science Building</td>\n",
       "      <td>1703101231216</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>4176</td>\n",
       "      <td>Route LX</td>\n",
       "      <td>36874</td>\n",
       "      <td>Livingston Student Center</td>\n",
       "      <td>10071</td>\n",
       "      <td>Livingston Plaza</td>\n",
       "      <td>1703101188000</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>4184</td>\n",
       "      <td>Route H</td>\n",
       "      <td>36873</td>\n",
       "      <td>Busch Student Center</td>\n",
       "      <td>10039</td>\n",
       "      <td>Allison Road Classrooms</td>\n",
       "      <td>1703100451216</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>4185</td>\n",
       "      <td>Route B</td>\n",
       "      <td>31961</td>\n",
       "      <td>Livingston Student Center</td>\n",
       "      <td>10041</td>\n",
       "      <td>Science Building</td>\n",
       "      <td>1703100451216</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>4185</td>\n",
       "      <td>Route B</td>\n",
       "      <td>31961</td>\n",
       "      <td>Livingston Student Center</td>\n",
       "      <td>10071</td>\n",
       "      <td>Livingston Plaza</td>\n",
       "      <td>1703100838000</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>4197</td>\n",
       "      <td>Route REXB</td>\n",
       "      <td>36875</td>\n",
       "      <td>Red Oak Lane</td>\n",
       "      <td>10039</td>\n",
       "      <td>Allison Road Classrooms</td>\n",
       "      <td>1703101210000</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>4200</td>\n",
       "      <td>Route A</td>\n",
       "      <td>31678</td>\n",
       "      <td>College Avenue Student Center</td>\n",
       "      <td>10041</td>\n",
       "      <td>Science Building</td>\n",
       "      <td>1703101054000</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>4205</td>\n",
       "      <td>Route LX</td>\n",
       "      <td>36874</td>\n",
       "      <td>Livingston Student Center</td>\n",
       "      <td>10071</td>\n",
       "      <td>Livingston Plaza</td>\n",
       "      <td>1703100697000</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>4211</td>\n",
       "      <td>Route REXB</td>\n",
       "      <td>36875</td>\n",
       "      <td>Red Oak Lane</td>\n",
       "      <td>10039</td>\n",
       "      <td>Allison Road Classrooms</td>\n",
       "      <td>1703100511216</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>4213</td>\n",
       "      <td>Route LX</td>\n",
       "      <td>36874</td>\n",
       "      <td>Livingston Student Center</td>\n",
       "      <td>10071</td>\n",
       "      <td>Livingston Plaza</td>\n",
       "      <td>1703101234000</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>0130</td>\n",
       "      <td>B-He Route</td>\n",
       "      <td>31650</td>\n",
       "      <td>Livingston Student Center</td>\n",
       "      <td>10071</td>\n",
       "      <td>Livingston Plaza</td>\n",
       "      <td>1703100511216</td>\n",
       "      <td>False</td>\n",
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       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>0130</td>\n",
       "      <td>B-He Route</td>\n",
       "      <td>31650</td>\n",
       "      <td>Livingston Student Center</td>\n",
       "      <td>10039</td>\n",
       "      <td>Allison Road Classrooms</td>\n",
       "      <td>1703101363000</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>0128</td>\n",
       "      <td>Route LX</td>\n",
       "      <td>36874</td>\n",
       "      <td>Livingston Student Center</td>\n",
       "      <td>10071</td>\n",
       "      <td>Livingston Plaza</td>\n",
       "      <td>1703101219000</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    bus_id        line lineCode                           dest stationID  \\\n",
       "3     1007    Route LX    36874      Livingston Student Center     10071   \n",
       "17    4032  REXL Route    36877                   Red Oak Lane     10071   \n",
       "20    4034  Route REXB    36875                   Red Oak Lane     10039   \n",
       "29    4040    Route LX    36874      Livingston Student Center     10071   \n",
       "35    4041     Route A    31678  College Avenue Student Center     10041   \n",
       "47    4128     Route B    31961      Livingston Student Center     10071   \n",
       "49    4128     Route B    31961      Livingston Student Center     10041   \n",
       "53    4176    Route LX    36874      Livingston Student Center     10071   \n",
       "54    4184     Route H    36873           Busch Student Center     10039   \n",
       "61    4185     Route B    31961      Livingston Student Center     10041   \n",
       "63    4185     Route B    31961      Livingston Student Center     10071   \n",
       "74    4197  Route REXB    36875                   Red Oak Lane     10039   \n",
       "82    4200     Route A    31678  College Avenue Student Center     10041   \n",
       "86    4205    Route LX    36874      Livingston Student Center     10071   \n",
       "89    4211  Route REXB    36875                   Red Oak Lane     10039   \n",
       "95    4213    Route LX    36874      Livingston Student Center     10071   \n",
       "151   0130  B-He Route    31650      Livingston Student Center     10071   \n",
       "156   0130  B-He Route    31650      Livingston Student Center     10039   \n",
       "162   0128    Route LX    36874      Livingston Student Center     10071   \n",
       "\n",
       "                 stationName      actualETA  noETA  \n",
       "3           Livingston Plaza  1703101105000  False  \n",
       "17          Livingston Plaza  1703101375000  False  \n",
       "20   Allison Road Classrooms  1703100836000  False  \n",
       "29          Livingston Plaza  1703100571216  False  \n",
       "35          Science Building  1703100629000  False  \n",
       "47          Livingston Plaza  1703100498000  False  \n",
       "49          Science Building  1703101231216  False  \n",
       "53          Livingston Plaza  1703101188000  False  \n",
       "54   Allison Road Classrooms  1703100451216  False  \n",
       "61          Science Building  1703100451216  False  \n",
       "63          Livingston Plaza  1703100838000  False  \n",
       "74   Allison Road Classrooms  1703101210000  False  \n",
       "82          Science Building  1703101054000  False  \n",
       "86          Livingston Plaza  1703100697000  False  \n",
       "89   Allison Road Classrooms  1703100511216  False  \n",
       "95          Livingston Plaza  1703101234000  False  \n",
       "151         Livingston Plaza  1703100511216  False  \n",
       "156  Allison Road Classrooms  1703101363000  False  \n",
       "162         Livingston Plaza  1703101219000  False  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import requests\n",
    "from datetime import datetime, timedelta\n",
    "import googlemaps\n",
    "import pandas as pd\n",
    "import json\n",
    "\n",
    "# timestamp = 1703019206145 / 1000  # Assuming the timestamp is in milliseconds, divide by 1000 to convert to seconds\n",
    "\n",
    "# # Convert the timestamp to a datetime object\n",
    "# dt_object = datetime.utcfromtimestamp(timestamp)\n",
    "\n",
    "# # Format the datetime object as a string\n",
    "# formatted_datetime = dt_object.strftime('%Y-%m-%d %H:%M:%S UTC')\n",
    "\n",
    "# print(\"Converted DateTime:\", formatted_datetime)\n",
    "\n",
    "\n",
    "url = \"https://store.transitstat.us/passio_go/rutgers\"  # Replace this with the actual URL of the website\n",
    "\n",
    "# Make an HTTP GET request to the URL\n",
    "response = requests.get(url)\n",
    "\n",
    "# Check if the request was successful (status code 200)\n",
    "if response.status_code == 200:\n",
    "    # Assuming `response` is the response object from a web request\n",
    "    columns = ['bus_id', 'line', 'lineCode', 'dest', 'stationID', 'stationName', 'actualETA', 'noETA']\n",
    "    \n",
    "    data = response.json()['trains']\n",
    "    print(data)\n",
    "    \n",
    "    \n",
    "    results = pd.DataFrame()\n",
    "    \n",
    "    for bus_id, bus_data in data.items():\n",
    "        for predictions in bus_data['predictions']:\n",
    "            temp = pd.DataFrame([bus_id, bus_data['line'], bus_data['lineCode'], bus_data['dest'], predictions['stationID'], predictions['stationName'], predictions['actualETA'], predictions['noETA']]).T\n",
    "            temp.columns = columns\n",
    "            results = pd.concat([results, temp], ignore_index=True)\n",
    "    display(results)\n",
    "else:\n",
    "    print(f\"Error: Unable to retrieve data. Status code: {response.status_code}\")\n",
    "    \n",
    "origin = \"Livingston Plaza\"\n",
    "destination1 = \"Science Building\"\n",
    "destination2 = \"Allison Road Classrooms\"\n",
    "\n",
    "filter = results[(results['stationName'] == origin) | (results['stationName'] == destination1) | (results['stationName'] == destination2)]\n",
    "display(filter)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2023-12-19 22:31:33.391681\n",
      "2023-12-19 22:21:33.391681\n",
      "12 mins\n",
      "3.2 mi\n"
     ]
    },
    {
     "ename": "ApiError",
     "evalue": "INVALID_REQUEST (departure_time is in the past. Traffic information is only available for future and current times.)",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mApiError\u001b[0m                                  Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-122-34f5836a2a19>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m     27\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdistance\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     28\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 29\u001b[0;31m \u001b[0mduration\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgmaps\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdirections\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0morigin_lat\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0morigin_lng\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mdest_lat\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdest_lng\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmode\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'driving'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdeparture_time\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mlater\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'legs'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'duration'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'text'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     30\u001b[0m \u001b[0mdistance\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgmaps\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdirections\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0morigin_lat\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0morigin_lng\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mdest_lat\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdest_lng\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmode\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'driving'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdeparture_time\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mlater\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'legs'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'distance'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'text'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     31\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mduration\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/Library/Python/3.9/lib/python/site-packages/googlemaps/client.py\u001b[0m in \u001b[0;36mwrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    443\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mwrapper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    444\u001b[0m         \u001b[0margs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_extra_params\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpop\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"extra_params\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 445\u001b[0;31m         \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    446\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    447\u001b[0m             \u001b[0;32mdel\u001b[0m \u001b[0margs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_extra_params\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/Library/Python/3.9/lib/python/site-packages/googlemaps/directions.py\u001b[0m in \u001b[0;36mdirections\u001b[0;34m(client, origin, destination, mode, waypoints, alternatives, avoid, language, units, region, departure_time, arrival_time, optimize_waypoints, transit_mode, transit_routing_preference, traffic_model)\u001b[0m\n\u001b[1;32m    151\u001b[0m         \u001b[0mparams\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"traffic_model\"\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtraffic_model\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    152\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 153\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0mclient\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_request\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"/maps/api/directions/json\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"routes\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32m~/Library/Python/3.9/lib/python/site-packages/googlemaps/client.py\u001b[0m in \u001b[0;36m_request\u001b[0;34m(self, url, params, first_request_time, retry_counter, base_url, accepts_clientid, extract_body, requests_kwargs, post_json)\u001b[0m\n\u001b[1;32m    338\u001b[0m                 \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mextract_body\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresponse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    339\u001b[0m             \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 340\u001b[0;31m                 \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_body\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresponse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    341\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msent_times\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtime\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtime\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    342\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mresult\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/Library/Python/3.9/lib/python/site-packages/googlemaps/client.py\u001b[0m in \u001b[0;36m_get_body\u001b[0;34m(self, response)\u001b[0m\n\u001b[1;32m    367\u001b[0m                 api_status, body.get(\"error_message\"))\n\u001b[1;32m    368\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 369\u001b[0;31m         raise googlemaps.exceptions.ApiError(api_status,\n\u001b[0m\u001b[1;32m    370\u001b[0m                                              body.get(\"error_message\"))\n\u001b[1;32m    371\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mApiError\u001b[0m: INVALID_REQUEST (departure_time is in the past. Traffic information is only available for future and current times.)"
     ]
    }
   ],
   "source": [
    "# g = geocoder.ip('me')#this function is used to find the current information using our IP Add\n",
    "# if g.latlng is not None: #g.latlng tells if the coordiates are found or not\n",
    "#     location = g.latlng\n",
    "# else:\n",
    "#     location = None\n",
    "# print(location)\n",
    "gmaps = googlemaps.Client(key='AIzaSyAM-OL61bAhosULEJcT9sxONxjyw-bjo60')\n",
    "\n",
    "geocode_result = gmaps.geocode('Alex Library')\n",
    "origin_lat = geocode_result[0]['geometry']['location']['lat']\n",
    "origin_lng = geocode_result[0]['geometry']['location']['lng']\n",
    "\n",
    "geocode_result = gmaps.geocode('Paris Baguette Edison')\n",
    "dest_lat = geocode_result[0]['geometry']['location']['lat']\n",
    "dest_lng = geocode_result[0]['geometry']['location']['lng']\n",
    "\n",
    "# We are going to loop through the bus stop long/lang and find the closest one to the origin and destination respectively by using gmaps.directions((origin_lat, origin_lng), (dest_lat, dest_lng), mode='walking', departure_time=now)[0]['legs'][0]['distance']['text']\n",
    "\n",
    "now = datetime.now()\n",
    "print(now)\n",
    "\n",
    "later = now + timedelta(minutes=10)\n",
    "print(later)\n",
    "duration = gmaps.directions((origin_lat, origin_lng), (dest_lat, dest_lng), mode='driving', departure_time=now)[0]['legs'][0]['duration']['text']\n",
    "distance = gmaps.directions((origin_lat, origin_lng), (dest_lat, dest_lng), mode='driving', departure_time=now)[0]['legs'][0]['distance']['text']\n",
    "print(duration)\n",
    "print(distance)\n",
    "\n",
    "duration = gmaps.directions((origin_lat, origin_lng), (dest_lat, dest_lng), mode='driving', departure_time=later)[0]['legs'][0]['duration']['text']\n",
    "distance = gmaps.directions((origin_lat, origin_lng), (dest_lat, dest_lng), mode='driving', departure_time=later)[0]['legs'][0]['distance']['text']\n",
    "print(duration)\n",
    "print(distance)"
   ]
  }
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