{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\jerin\\AppData\\Local\\Temp\\ipykernel_3260\\368714138.py:22: DeprecationWarning: Callback API version 1 is deprecated, update to latest version\n",
      "  client = mqtt.Client(mqtt.CallbackAPIVersion.VERSION1)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'date': '2018-05-02 00:09:00', 'hp_hws_temp': 96.3, 'rtu_003_sa_temp': 64.2, 'rtu_003_oadmpr_pct': 88.4, 'rtu_003_ra_temp': 72.5, 'rtu_003_oa_temp': 61.6, 'rtu_003_ma_temp': 63.5, 'rtu_003_sf_vfd_spd_fbk_tn': 77.8, 'rtu_003_rf_vfd_spd_fbk_tn': 54.3, 'rtu_004_sa_temp': 68.9, 'rtu_004_oadmpr_pct': 54.2, 'rtu_004_ra_temp': 73.3, 'rtu_004_oa_temp': 67.4, 'rtu_004_ma_temp': 67.6, 'rtu_004_sf_vfd_spd_fbk_tn': 75.7, 'rtu_004_rf_vfd_spd_fbk_tn': 78.3, 'air_temp_set_1': 14.9, 'air_temp_set_2': 14.44, 'dew_point_temperature_set_1d': 7.02, 'relative_humidity_set_1': 59.5, 'solar_radiation_set_1': 335.9}\n",
      "{'date': '2018-05-02 00:10:00', 'hp_hws_temp': 97.0, 'rtu_003_sa_temp': 64.1, 'rtu_003_oadmpr_pct': 88.4, 'rtu_003_ra_temp': 72.4, 'rtu_003_oa_temp': 61.9, 'rtu_003_ma_temp': 63.3, 'rtu_003_sf_vfd_spd_fbk_tn': 77.2, 'rtu_003_rf_vfd_spd_fbk_tn': 52.5, 'rtu_004_sa_temp': 68.8, 'rtu_004_oadmpr_pct': 80.6, 'rtu_004_ra_temp': 73.3, 'rtu_004_oa_temp': 68.2, 'rtu_004_ma_temp': 66.1, 'rtu_004_sf_vfd_spd_fbk_tn': 75.6, 'rtu_004_rf_vfd_spd_fbk_tn': 67.3, 'air_temp_set_1': 14.9, 'air_temp_set_2': 14.44, 'dew_point_temperature_set_1d': 7.02, 'relative_humidity_set_1': 59.5, 'solar_radiation_set_1': 335.9}\n",
      "{'date': '2018-05-02 00:11:00', 'hp_hws_temp': 97.6, 'rtu_003_sa_temp': 64.1, 'rtu_003_oadmpr_pct': 88.4, 'rtu_003_ra_temp': 72.4, 'rtu_003_oa_temp': 62.0, 'rtu_003_ma_temp': 63.8, 'rtu_003_sf_vfd_spd_fbk_tn': 78.2, 'rtu_003_rf_vfd_spd_fbk_tn': 56.7, 'rtu_004_sa_temp': 67.3, 'rtu_004_oadmpr_pct': 76.6, 'rtu_004_ra_temp': 73.4, 'rtu_004_oa_temp': 68.6, 'rtu_004_ma_temp': 64.3, 'rtu_004_sf_vfd_spd_fbk_tn': 78.6, 'rtu_004_rf_vfd_spd_fbk_tn': 77.5, 'air_temp_set_1': 14.9, 'air_temp_set_2': 14.44, 'dew_point_temperature_set_1d': 7.02, 'relative_humidity_set_1': 59.5, 'solar_radiation_set_1': 335.9}\n",
      "{'date': '2018-05-02 00:12:00', 'hp_hws_temp': 98.3, 'rtu_003_sa_temp': 64.2, 'rtu_003_oadmpr_pct': 88.4, 'rtu_003_ra_temp': 72.4, 'rtu_003_oa_temp': 62.1, 'rtu_003_ma_temp': 64.1, 'rtu_003_sf_vfd_spd_fbk_tn': 76.4, 'rtu_003_rf_vfd_spd_fbk_tn': 52.9, 'rtu_004_sa_temp': 66.7, 'rtu_004_oadmpr_pct': 51.4, 'rtu_004_ra_temp': 73.4, 'rtu_004_oa_temp': 68.9, 'rtu_004_ma_temp': 65.1, 'rtu_004_sf_vfd_spd_fbk_tn': 79.6, 'rtu_004_rf_vfd_spd_fbk_tn': 82.5, 'air_temp_set_1': 14.9, 'air_temp_set_2': 14.44, 'dew_point_temperature_set_1d': 7.02, 'relative_humidity_set_1': 59.5, 'solar_radiation_set_1': 335.9}\n",
      "{'date': '2018-05-02 00:13:00', 'hp_hws_temp': 98.9, 'rtu_003_sa_temp': 64.3, 'rtu_003_oadmpr_pct': 88.4, 'rtu_003_ra_temp': 72.3, 'rtu_003_oa_temp': 62.2, 'rtu_003_ma_temp': 63.8, 'rtu_003_sf_vfd_spd_fbk_tn': 78.5, 'rtu_003_rf_vfd_spd_fbk_tn': 57.0, 'rtu_004_sa_temp': 67.8, 'rtu_004_oadmpr_pct': 52.4, 'rtu_004_ra_temp': 73.4, 'rtu_004_oa_temp': 68.9, 'rtu_004_ma_temp': 67.8, 'rtu_004_sf_vfd_spd_fbk_tn': 78.3, 'rtu_004_rf_vfd_spd_fbk_tn': 73.9, 'air_temp_set_1': 14.9, 'air_temp_set_2': 14.44, 'dew_point_temperature_set_1d': 7.02, 'relative_humidity_set_1': 59.5, 'solar_radiation_set_1': 335.9}\n",
      "{'date': '2018-05-02 00:14:00', 'hp_hws_temp': 99.3, 'rtu_003_sa_temp': 64.4, 'rtu_003_oadmpr_pct': 88.4, 'rtu_003_ra_temp': 72.4, 'rtu_003_oa_temp': 62.5, 'rtu_003_ma_temp': 63.9, 'rtu_003_sf_vfd_spd_fbk_tn': 75.9, 'rtu_003_rf_vfd_spd_fbk_tn': 49.8, 'rtu_004_sa_temp': 68.8, 'rtu_004_oadmpr_pct': 52.4, 'rtu_004_ra_temp': 73.3, 'rtu_004_oa_temp': 68.1, 'rtu_004_ma_temp': 68.3, 'rtu_004_sf_vfd_spd_fbk_tn': 76.5, 'rtu_004_rf_vfd_spd_fbk_tn': 74.7, 'air_temp_set_1': 14.9, 'air_temp_set_2': 14.44, 'dew_point_temperature_set_1d': 7.02, 'relative_humidity_set_1': 59.5, 'solar_radiation_set_1': 335.9}\n",
      "{'date': '2018-05-02 00:15:00', 'hp_hws_temp': 99.0, 'rtu_003_sa_temp': 63.9, 'rtu_003_oadmpr_pct': 88.4, 'rtu_003_ra_temp': 72.3, 'rtu_003_oa_temp': 62.6, 'rtu_003_ma_temp': 63.6, 'rtu_003_sf_vfd_spd_fbk_tn': 74.3, 'rtu_003_rf_vfd_spd_fbk_tn': 53.5, 'rtu_004_sa_temp': 69.1, 'rtu_004_oadmpr_pct': 79.0, 'rtu_004_ra_temp': 73.3, 'rtu_004_oa_temp': 67.2, 'rtu_004_ma_temp': 66.6, 'rtu_004_sf_vfd_spd_fbk_tn': 75.3, 'rtu_004_rf_vfd_spd_fbk_tn': 69.0, 'air_temp_set_1': 16.0, 'air_temp_set_2': 15.48, 'dew_point_temperature_set_1d': 6.63, 'relative_humidity_set_1': 54.0, 'solar_radiation_set_1': 426.3}\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[6], line 26\u001b[0m\n\u001b[0;32m     24\u001b[0m client\u001b[38;5;241m.\u001b[39mconnect(broker_address, broker_port)\n\u001b[0;32m     25\u001b[0m client\u001b[38;5;241m.\u001b[39msubscribe(topic)\n\u001b[1;32m---> 26\u001b[0m \u001b[43mclient\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mloop_forever\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[1;32mc:\\Users\\jerin\\anaconda3\\envs\\smartbuilding\\Lib\\site-packages\\paho\\mqtt\\client.py:2291\u001b[0m, in \u001b[0;36mClient.loop_forever\u001b[1;34m(self, timeout, retry_first_connection)\u001b[0m\n\u001b[0;32m   2289\u001b[0m rc \u001b[38;5;241m=\u001b[39m MQTTErrorCode\u001b[38;5;241m.\u001b[39mMQTT_ERR_SUCCESS\n\u001b[0;32m   2290\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m rc \u001b[38;5;241m==\u001b[39m MQTTErrorCode\u001b[38;5;241m.\u001b[39mMQTT_ERR_SUCCESS:\n\u001b[1;32m-> 2291\u001b[0m     rc \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_loop\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtimeout\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   2292\u001b[0m     \u001b[38;5;66;03m# We don't need to worry about locking here, because we've\u001b[39;00m\n\u001b[0;32m   2293\u001b[0m     \u001b[38;5;66;03m# either called loop_forever() when in single threaded mode, or\u001b[39;00m\n\u001b[0;32m   2294\u001b[0m     \u001b[38;5;66;03m# in multi threaded mode when loop_stop() has been called and\u001b[39;00m\n\u001b[0;32m   2295\u001b[0m     \u001b[38;5;66;03m# so no other threads can access _out_packet or _messages.\u001b[39;00m\n\u001b[0;32m   2296\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m (\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_thread_terminate \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[0;32m   2297\u001b[0m         \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_out_packet) \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m\n\u001b[0;32m   2298\u001b[0m             \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_out_messages) \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m):\n",
      "File \u001b[1;32mc:\\Users\\jerin\\anaconda3\\envs\\smartbuilding\\Lib\\site-packages\\paho\\mqtt\\client.py:1657\u001b[0m, in \u001b[0;36mClient._loop\u001b[1;34m(self, timeout)\u001b[0m\n\u001b[0;32m   1654\u001b[0m     rlist \u001b[38;5;241m=\u001b[39m [\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_sock, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_sockpairR]\n\u001b[0;32m   1656\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m-> 1657\u001b[0m     socklist \u001b[38;5;241m=\u001b[39m select\u001b[38;5;241m.\u001b[39mselect(rlist, wlist, [], timeout)\n\u001b[0;32m   1658\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m:\n\u001b[0;32m   1659\u001b[0m     \u001b[38;5;66;03m# Socket isn't correct type, in likelihood connection is lost\u001b[39;00m\n\u001b[0;32m   1660\u001b[0m     \u001b[38;5;66;03m# ... or we called disconnect(). In that case the socket will\u001b[39;00m\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m   1663\u001b[0m     \u001b[38;5;66;03m# rc != MQTT_ERR_SUCCESS and we don't want state to change from\u001b[39;00m\n\u001b[0;32m   1664\u001b[0m     \u001b[38;5;66;03m# mqtt_cs_disconnecting.\u001b[39;00m\n\u001b[0;32m   1665\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_state \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m (_ConnectionState\u001b[38;5;241m.\u001b[39mMQTT_CS_DISCONNECTING, _ConnectionState\u001b[38;5;241m.\u001b[39mMQTT_CS_DISCONNECTED):\n",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "import paho.mqtt.client as mqtt\n",
    "import json\n",
    "import pandas as pd\n",
    "\n",
    "broker_address = \"localhost\"\n",
    "broker_port = 1883\n",
    "topic = \"sensor_data\"\n",
    "\n",
    "df = pd.DataFrame(columns=[\"sa_temp\", \"ma_temp\"])\n",
    "\n",
    "def on_message(client, userdata, message):\n",
    "    global df\n",
    "    payload = json.loads(message.payload.decode())\n",
    "    # sa_temp = payload[\"sa_temp\"]\n",
    "    # ma_temp = payload[\"ma_temp\"]\n",
    "    \n",
    "    print(payload)\n",
    "    # df.loc[len(df)] = {\"sa_temp\": sa_temp, \"ma_temp\": ma_temp}\n",
    " \n",
    "\n",
    "\n",
    "client = mqtt.Client(mqtt.CallbackAPIVersion.VERSION1)\n",
    "client.on_message = on_message\n",
    "client.connect(broker_address, broker_port)\n",
    "client.subscribe(topic)\n",
    "client.loop_forever()\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
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       "        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>sa_temp</th>\n",
       "      <th>ma_temp</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>68.6</td>\n",
       "      <td>70.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>68.6</td>\n",
       "      <td>70.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>68.6</td>\n",
       "      <td>70.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>68.6</td>\n",
       "      <td>70.0</td>\n",
       "    </tr>\n",
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       "</table>\n",
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      "text/plain": [
       "   sa_temp  ma_temp\n",
       "0     68.6     70.0\n",
       "1     68.6     70.0\n",
       "2     68.6     70.0\n",
       "3     68.6     70.0"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "Mime type rendering requires nbformat>=4.2.0 but it is not installed",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "File \u001b[1;32mc:\\Users\\jerin\\anaconda3\\envs\\smartbuilding\\Lib\\site-packages\\IPython\\core\\formatters.py:925\u001b[0m, in \u001b[0;36mIPythonDisplayFormatter.__call__\u001b[1;34m(self, obj)\u001b[0m\n\u001b[0;32m    923\u001b[0m method \u001b[38;5;241m=\u001b[39m get_real_method(obj, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mprint_method)\n\u001b[0;32m    924\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m method \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m--> 925\u001b[0m     \u001b[43mmethod\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    926\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m\n",
      "File \u001b[1;32mc:\\Users\\jerin\\anaconda3\\envs\\smartbuilding\\Lib\\site-packages\\plotly\\basedatatypes.py:832\u001b[0m, in \u001b[0;36mBaseFigure._ipython_display_\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m    829\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mplotly\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mio\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mpio\u001b[39;00m\n\u001b[0;32m    831\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m pio\u001b[38;5;241m.\u001b[39mrenderers\u001b[38;5;241m.\u001b[39mrender_on_display \u001b[38;5;129;01mand\u001b[39;00m pio\u001b[38;5;241m.\u001b[39mrenderers\u001b[38;5;241m.\u001b[39mdefault:\n\u001b[1;32m--> 832\u001b[0m     \u001b[43mpio\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mshow\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m    833\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m    834\u001b[0m     \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;28mrepr\u001b[39m(\u001b[38;5;28mself\u001b[39m))\n",
      "File \u001b[1;32mc:\\Users\\jerin\\anaconda3\\envs\\smartbuilding\\Lib\\site-packages\\plotly\\io\\_renderers.py:394\u001b[0m, in \u001b[0;36mshow\u001b[1;34m(fig, renderer, validate, **kwargs)\u001b[0m\n\u001b[0;32m    389\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[0;32m    390\u001b[0m             \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMime type rendering requires ipython but it is not installed\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    391\u001b[0m         )\n\u001b[0;32m    393\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m nbformat \u001b[38;5;129;01mor\u001b[39;00m Version(nbformat\u001b[38;5;241m.\u001b[39m__version__) \u001b[38;5;241m<\u001b[39m Version(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m4.2.0\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[1;32m--> 394\u001b[0m         \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[0;32m    395\u001b[0m             \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMime type rendering requires nbformat>=4.2.0 but it is not installed\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    396\u001b[0m         )\n\u001b[0;32m    398\u001b[0m     ipython_display\u001b[38;5;241m.\u001b[39mdisplay(bundle, raw\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[0;32m    400\u001b[0m \u001b[38;5;66;03m# external renderers\u001b[39;00m\n",
      "\u001b[1;31mValueError\u001b[0m: Mime type rendering requires nbformat>=4.2.0 but it is not installed"
     ]
    },
    {
     "data": {
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       "Figure({\n",
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