producer_.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\larax\\AppData\\Local\\Temp\\ipykernel_16556\\1660857465.py:75: DeprecationWarning: datetime.datetime.utcnow() is deprecated and scheduled for removal in a future version. Use timezone-aware objects to represent datetimes in UTC: datetime.datetime.now(datetime.UTC).\n",
      "  \"timestamp\": datetime.utcnow().isoformat()\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000452, \"longitude\": -75.000588, \"timestamp\": \"2024-12-12T00:02:56.040646\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000454, \"longitude\": -75.00061, \"timestamp\": \"2024-12-12T00:02:56.044993\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000454, \"longitude\": -75.00059, \"timestamp\": \"2024-12-12T00:02:56.054238\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000442, \"longitude\": -75.000582, \"timestamp\": \"2024-12-12T00:02:56.565865\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000456, \"longitude\": -75.000619, \"timestamp\": \"2024-12-12T00:02:56.571111\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000447, \"longitude\": -75.000604, \"timestamp\": \"2024-12-12T00:02:56.572135\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 75, \"timestamp\": \"2024-12-12T00:02:56.709344\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 97, \"timestamp\": \"2024-12-12T00:02:56.714801\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 121, \"timestamp\": \"2024-12-12T00:02:56.716422\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 37.7, \"timestamp\": \"2024-12-12T00:02:56.718822\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 36.5, \"timestamp\": \"2024-12-12T00:02:56.882741\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000447, \"longitude\": -75.00057, \"timestamp\": \"2024-12-12T00:02:57.079278\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.00045, \"longitude\": -75.000629, \"timestamp\": \"2024-12-12T00:02:57.083346\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000454, \"longitude\": -75.00061, \"timestamp\": \"2024-12-12T00:02:57.087175\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.2, \"timestamp\": \"2024-12-12T00:02:57.110275\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 71, \"timestamp\": \"2024-12-12T00:02:57.221071\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 134, \"timestamp\": \"2024-12-12T00:02:57.223343\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 38.6, \"timestamp\": \"2024-12-12T00:02:57.224884\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 119, \"timestamp\": \"2024-12-12T00:02:57.225435\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 37.2, \"timestamp\": \"2024-12-12T00:02:57.392558\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000455, \"longitude\": -75.000617, \"timestamp\": \"2024-12-12T00:02:57.596989\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000453, \"longitude\": -75.000572, \"timestamp\": \"2024-12-12T00:02:57.599691\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000455, \"longitude\": -75.000624, \"timestamp\": \"2024-12-12T00:02:57.600778\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 36.3, \"timestamp\": \"2024-12-12T00:02:57.628054\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 129, \"timestamp\": \"2024-12-12T00:02:57.735505\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 36.6, \"timestamp\": \"2024-12-12T00:02:57.737339\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 114, \"timestamp\": \"2024-12-12T00:02:57.738416\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 83, \"timestamp\": \"2024-12-12T00:02:57.738416\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 36.8, \"timestamp\": \"2024-12-12T00:02:57.905450\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.00046, \"longitude\": -75.000622, \"timestamp\": \"2024-12-12T00:02:58.110060\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000455, \"longitude\": -75.000568, \"timestamp\": \"2024-12-12T00:02:58.114227\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000453, \"longitude\": -75.00062, \"timestamp\": \"2024-12-12T00:02:58.115950\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.8, \"timestamp\": \"2024-12-12T00:02:58.117168\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 125, \"timestamp\": \"2024-12-12T00:02:58.250748\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 38.6, \"timestamp\": \"2024-12-12T00:02:58.252678\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 83, \"timestamp\": \"2024-12-12T00:02:58.253828\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 105, \"timestamp\": \"2024-12-12T00:02:58.254967\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 38.6, \"timestamp\": \"2024-12-12T00:02:58.421253\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 36.0, \"timestamp\": \"2024-12-12T00:02:58.625381\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000459, \"longitude\": -75.000608, \"timestamp\": \"2024-12-12T00:02:58.628380\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000462, \"longitude\": -75.000561, \"timestamp\": \"2024-12-12T00:02:58.629375\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000466, \"longitude\": -75.000634, \"timestamp\": \"2024-12-12T00:02:58.629375\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 77, \"timestamp\": \"2024-12-12T00:02:58.764727\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 93, \"timestamp\": \"2024-12-12T00:02:58.767509\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 38.8, \"timestamp\": \"2024-12-12T00:02:58.767708\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 134, \"timestamp\": \"2024-12-12T00:02:58.769228\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 37.6, \"timestamp\": \"2024-12-12T00:02:58.939001\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000474, \"longitude\": -75.000641, \"timestamp\": \"2024-12-12T00:02:59.141748\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000471, \"longitude\": -75.000559, \"timestamp\": \"2024-12-12T00:02:59.143346\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000456, \"longitude\": -75.000606, \"timestamp\": \"2024-12-12T00:02:59.143864\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 36.7, \"timestamp\": \"2024-12-12T00:02:59.143864\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 77, \"timestamp\": \"2024-12-12T00:02:59.281945\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 38.4, \"timestamp\": \"2024-12-12T00:02:59.284629\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 125, \"timestamp\": \"2024-12-12T00:02:59.286231\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 80, \"timestamp\": \"2024-12-12T00:02:59.287199\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 37.6, \"timestamp\": \"2024-12-12T00:02:59.451102\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 36.7, \"timestamp\": \"2024-12-12T00:02:59.654629\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000455, \"longitude\": -75.000612, \"timestamp\": \"2024-12-12T00:02:59.655756\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000465, \"longitude\": -75.000571, \"timestamp\": \"2024-12-12T00:02:59.656917\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000472, \"longitude\": -75.000635, \"timestamp\": \"2024-12-12T00:02:59.657533\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 97, \"timestamp\": \"2024-12-12T00:02:59.793882\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 105, \"timestamp\": \"2024-12-12T00:02:59.794464\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 36.0, \"timestamp\": \"2024-12-12T00:02:59.795637\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 75, \"timestamp\": \"2024-12-12T00:02:59.796148\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 36.8, \"timestamp\": \"2024-12-12T00:02:59.964623\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000466, \"longitude\": -75.000648, \"timestamp\": \"2024-12-12T00:03:00.163890\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000465, \"longitude\": -75.000585, \"timestamp\": \"2024-12-12T00:03:00.164997\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000448, \"longitude\": -75.000598, \"timestamp\": \"2024-12-12T00:03:00.165562\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 38.2, \"timestamp\": \"2024-12-12T00:03:00.165562\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 101, \"timestamp\": \"2024-12-12T00:03:00.301151\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 36.4, \"timestamp\": \"2024-12-12T00:03:00.303210\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 88, \"timestamp\": \"2024-12-12T00:03:00.303839\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 107, \"timestamp\": \"2024-12-12T00:03:00.304354\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 36.8, \"timestamp\": \"2024-12-12T00:03:00.487422\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000458, \"longitude\": -75.000596, \"timestamp\": \"2024-12-12T00:03:00.672405\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000453, \"longitude\": -75.000595, \"timestamp\": \"2024-12-12T00:03:00.675569\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000468, \"longitude\": -75.000636, \"timestamp\": \"2024-12-12T00:03:00.678102\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.5, \"timestamp\": \"2024-12-12T00:03:00.679721\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 91, \"timestamp\": \"2024-12-12T00:03:00.812877\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 37.6, \"timestamp\": \"2024-12-12T00:03:00.813845\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 96, \"timestamp\": \"2024-12-12T00:03:00.814449\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 114, \"timestamp\": \"2024-12-12T00:03:00.814785\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 36.1, \"timestamp\": \"2024-12-12T00:03:01.001309\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.2, \"timestamp\": \"2024-12-12T00:03:01.188634\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000446, \"longitude\": -75.000592, \"timestamp\": \"2024-12-12T00:03:01.189688\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000453, \"longitude\": -75.000592, \"timestamp\": \"2024-12-12T00:03:01.190063\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000469, \"longitude\": -75.000641, \"timestamp\": \"2024-12-12T00:03:01.190584\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 120, \"timestamp\": \"2024-12-12T00:03:01.329180\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 38.5, \"timestamp\": \"2024-12-12T00:03:01.332604\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 121, \"timestamp\": \"2024-12-12T00:03:01.333695\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 95, \"timestamp\": \"2024-12-12T00:03:01.334821\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 36.7, \"timestamp\": \"2024-12-12T00:03:01.518286\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000477, \"longitude\": -75.000648, \"timestamp\": \"2024-12-12T00:03:01.704623\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000444, \"longitude\": -75.000605, \"timestamp\": \"2024-12-12T00:03:01.707715\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000439, \"longitude\": -75.000584, \"timestamp\": \"2024-12-12T00:03:01.708256\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 36.5, \"timestamp\": \"2024-12-12T00:03:01.709280\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 99, \"timestamp\": \"2024-12-12T00:03:01.845001\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 79, \"timestamp\": \"2024-12-12T00:03:01.847534\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 37.9, \"timestamp\": \"2024-12-12T00:03:01.850471\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 140, \"timestamp\": \"2024-12-12T00:03:01.852242\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 37.0, \"timestamp\": \"2024-12-12T00:03:02.019038\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 38.1, \"timestamp\": \"2024-12-12T00:03:02.223321\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.00044, \"longitude\": -75.000597, \"timestamp\": \"2024-12-12T00:03:02.225319\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000452, \"longitude\": -75.000593, \"timestamp\": \"2024-12-12T00:03:02.226850\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000472, \"longitude\": -75.000651, \"timestamp\": \"2024-12-12T00:03:02.228257\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 36.2, \"timestamp\": \"2024-12-12T00:03:02.346531\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 101, \"timestamp\": \"2024-12-12T00:03:02.347584\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 75, \"timestamp\": \"2024-12-12T00:03:02.348260\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 76, \"timestamp\": \"2024-12-12T00:03:02.377057\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 38.2, \"timestamp\": \"2024-12-12T00:03:02.532919\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000453, \"longitude\": -75.000593, \"timestamp\": \"2024-12-12T00:03:02.733119\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000447, \"longitude\": -75.000597, \"timestamp\": \"2024-12-12T00:03:02.735348\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 36.2, \"timestamp\": \"2024-12-12T00:03:02.735920\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000475, \"longitude\": -75.000636, \"timestamp\": \"2024-12-12T00:03:02.736433\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 91, \"timestamp\": \"2024-12-12T00:03:02.858249\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 131, \"timestamp\": \"2024-12-12T00:03:02.862003\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 36.6, \"timestamp\": \"2024-12-12T00:03:02.863728\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 78, \"timestamp\": \"2024-12-12T00:03:02.865033\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 37.6, \"timestamp\": \"2024-12-12T00:03:03.044964\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000466, \"longitude\": -75.000649, \"timestamp\": \"2024-12-12T00:03:03.246837\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.8, \"timestamp\": \"2024-12-12T00:03:03.249545\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000437, \"longitude\": -75.000598, \"timestamp\": \"2024-12-12T00:03:03.251531\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000448, \"longitude\": -75.000579, \"timestamp\": \"2024-12-12T00:03:03.252045\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 108, \"timestamp\": \"2024-12-12T00:03:03.368910\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 38.6, \"timestamp\": \"2024-12-12T00:03:03.370075\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 93, \"timestamp\": \"2024-12-12T00:03:03.371233\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 92, \"timestamp\": \"2024-12-12T00:03:03.372609\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 38.6, \"timestamp\": \"2024-12-12T00:03:03.555280\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000449, \"longitude\": -75.000588, \"timestamp\": \"2024-12-12T00:03:03.757482\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000435, \"longitude\": -75.000586, \"timestamp\": \"2024-12-12T00:03:03.760000\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.2, \"timestamp\": \"2024-12-12T00:03:03.761574\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000469, \"longitude\": -75.000635, \"timestamp\": \"2024-12-12T00:03:03.762130\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 79, \"timestamp\": \"2024-12-12T00:03:03.880522\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 110, \"timestamp\": \"2024-12-12T00:03:03.883049\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 38.8, \"timestamp\": \"2024-12-12T00:03:03.884071\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 105, \"timestamp\": \"2024-12-12T00:03:03.885289\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 36.5, \"timestamp\": \"2024-12-12T00:03:04.067630\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000465, \"longitude\": -75.000649, \"timestamp\": \"2024-12-12T00:03:04.289223\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.5, \"timestamp\": \"2024-12-12T00:03:04.292293\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000441, \"longitude\": -75.000586, \"timestamp\": \"2024-12-12T00:03:04.293861\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000454, \"longitude\": -75.000586, \"timestamp\": \"2024-12-12T00:03:04.295032\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 78, \"timestamp\": \"2024-12-12T00:03:04.378811\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 140, \"timestamp\": \"2024-12-12T00:03:04.380882\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 112, \"timestamp\": \"2024-12-12T00:03:04.409703\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 36.2, \"timestamp\": \"2024-12-12T00:03:04.411956\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 38.8, \"timestamp\": \"2024-12-12T00:03:04.580482\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000446, \"longitude\": -75.000589, \"timestamp\": \"2024-12-12T00:03:04.813108\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 36.2, \"timestamp\": \"2024-12-12T00:03:04.816365\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000473, \"longitude\": -75.000639, \"timestamp\": \"2024-12-12T00:03:04.816881\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000451, \"longitude\": -75.000593, \"timestamp\": \"2024-12-12T00:03:04.818906\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 139, \"timestamp\": \"2024-12-12T00:03:04.890090\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 101, \"timestamp\": \"2024-12-12T00:03:04.891455\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 38.5, \"timestamp\": \"2024-12-12T00:03:04.921337\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 89, \"timestamp\": \"2024-12-12T00:03:04.923336\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 36.3, \"timestamp\": \"2024-12-12T00:03:05.095012\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000459, \"longitude\": -75.000598, \"timestamp\": \"2024-12-12T00:03:05.324690\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000465, \"longitude\": -75.000649, \"timestamp\": \"2024-12-12T00:03:05.329386\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 38.0, \"timestamp\": \"2024-12-12T00:03:05.330934\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000456, \"longitude\": -75.000585, \"timestamp\": \"2024-12-12T00:03:05.332029\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 135, \"timestamp\": \"2024-12-12T00:03:05.403017\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 73, \"timestamp\": \"2024-12-12T00:03:05.404012\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 37.4, \"timestamp\": \"2024-12-12T00:03:05.404490\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 97, \"timestamp\": \"2024-12-12T00:03:05.405332\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 36.8, \"timestamp\": \"2024-12-12T00:03:05.607892\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.8, \"timestamp\": \"2024-12-12T00:03:05.841450\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000462, \"longitude\": -75.000636, \"timestamp\": \"2024-12-12T00:03:05.843753\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.00046, \"longitude\": -75.000609, \"timestamp\": \"2024-12-12T00:03:05.844553\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000449, \"longitude\": -75.000583, \"timestamp\": \"2024-12-12T00:03:05.845317\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 85, \"timestamp\": \"2024-12-12T00:03:05.919395\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 128, \"timestamp\": \"2024-12-12T00:03:05.920791\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 137, \"timestamp\": \"2024-12-12T00:03:05.921519\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 36.4, \"timestamp\": \"2024-12-12T00:03:05.922124\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 38.8, \"timestamp\": \"2024-12-12T00:03:06.121875\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 36.4, \"timestamp\": \"2024-12-12T00:03:06.353383\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000458, \"longitude\": -75.000585, \"timestamp\": \"2024-12-12T00:03:06.354624\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000466, \"longitude\": -75.000596, \"timestamp\": \"2024-12-12T00:03:06.355338\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.00046, \"longitude\": -75.000634, \"timestamp\": \"2024-12-12T00:03:06.355655\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 96, \"timestamp\": \"2024-12-12T00:03:06.429184\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 38.9, \"timestamp\": \"2024-12-12T00:03:06.431609\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 98, \"timestamp\": \"2024-12-12T00:03:06.432841\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 78, \"timestamp\": \"2024-12-12T00:03:06.434584\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 38.5, \"timestamp\": \"2024-12-12T00:03:06.629140\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.5, \"timestamp\": \"2024-12-12T00:03:06.878966\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000452, \"longitude\": -75.000635, \"timestamp\": \"2024-12-12T00:03:06.881065\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000465, \"longitude\": -75.000574, \"timestamp\": \"2024-12-12T00:03:06.881065\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.00047, \"longitude\": -75.000605, \"timestamp\": \"2024-12-12T00:03:06.882413\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 106, \"timestamp\": \"2024-12-12T00:03:06.941148\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 91, \"timestamp\": \"2024-12-12T00:03:06.943149\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 102, \"timestamp\": \"2024-12-12T00:03:06.943706\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 37.1, \"timestamp\": \"2024-12-12T00:03:06.944655\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 36.0, \"timestamp\": \"2024-12-12T00:03:07.146560\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.8, \"timestamp\": \"2024-12-12T00:03:07.394513\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000461, \"longitude\": -75.000593, \"timestamp\": \"2024-12-12T00:03:07.396536\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000459, \"longitude\": -75.000644, \"timestamp\": \"2024-12-12T00:03:07.398556\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000458, \"longitude\": -75.000564, \"timestamp\": \"2024-12-12T00:03:07.399563\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 105, \"timestamp\": \"2024-12-12T00:03:07.457431\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 37.8, \"timestamp\": \"2024-12-12T00:03:07.458592\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 139, \"timestamp\": \"2024-12-12T00:03:07.459507\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 78, \"timestamp\": \"2024-12-12T00:03:07.460086\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 36.9, \"timestamp\": \"2024-12-12T00:03:07.658665\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.9, \"timestamp\": \"2024-12-12T00:03:07.906928\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000461, \"longitude\": -75.000555, \"timestamp\": \"2024-12-12T00:03:07.908348\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000465, \"longitude\": -75.000586, \"timestamp\": \"2024-12-12T00:03:07.909467\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000468, \"longitude\": -75.000635, \"timestamp\": \"2024-12-12T00:03:07.909978\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 95, \"timestamp\": \"2024-12-12T00:03:07.968845\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 83, \"timestamp\": \"2024-12-12T00:03:07.969884\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 139, \"timestamp\": \"2024-12-12T00:03:07.970564\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 37.8, \"timestamp\": \"2024-12-12T00:03:07.971078\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 38.4, \"timestamp\": \"2024-12-12T00:03:08.171282\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 38.1, \"timestamp\": \"2024-12-12T00:03:08.420070\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000471, \"longitude\": -75.000633, \"timestamp\": \"2024-12-12T00:03:08.421808\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000462, \"longitude\": -75.000555, \"timestamp\": \"2024-12-12T00:03:08.423763\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000465, \"longitude\": -75.000598, \"timestamp\": \"2024-12-12T00:03:08.424382\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 133, \"timestamp\": \"2024-12-12T00:03:08.483796\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 37.0, \"timestamp\": \"2024-12-12T00:03:08.484935\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 137, \"timestamp\": \"2024-12-12T00:03:08.486248\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 137, \"timestamp\": \"2024-12-12T00:03:08.487386\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 38.6, \"timestamp\": \"2024-12-12T00:03:08.687127\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 36.3, \"timestamp\": \"2024-12-12T00:03:08.936162\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000459, \"longitude\": -75.000587, \"timestamp\": \"2024-12-12T00:03:08.940596\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000469, \"longitude\": -75.000619, \"timestamp\": \"2024-12-12T00:03:08.943030\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000468, \"longitude\": -75.000562, \"timestamp\": \"2024-12-12T00:03:08.944935\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 84, \"timestamp\": \"2024-12-12T00:03:08.998806\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 117, \"timestamp\": \"2024-12-12T00:03:09.000002\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 115, \"timestamp\": \"2024-12-12T00:03:09.001248\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 37.5, \"timestamp\": \"2024-12-12T00:03:09.001761\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 37.7, \"timestamp\": \"2024-12-12T00:03:09.199736\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.3, \"timestamp\": \"2024-12-12T00:03:09.449685\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000468, \"longitude\": -75.000573, \"timestamp\": \"2024-12-12T00:03:09.451632\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000455, \"longitude\": -75.0006, \"timestamp\": \"2024-12-12T00:03:09.452501\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000469, \"longitude\": -75.000619, \"timestamp\": \"2024-12-12T00:03:09.452824\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 79, \"timestamp\": \"2024-12-12T00:03:09.511969\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 37.4, \"timestamp\": \"2024-12-12T00:03:09.513970\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 135, \"timestamp\": \"2024-12-12T00:03:09.514972\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 119, \"timestamp\": \"2024-12-12T00:03:09.515964\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 36.2, \"timestamp\": \"2024-12-12T00:03:09.715766\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.4, \"timestamp\": \"2024-12-12T00:03:09.964696\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000472, \"longitude\": -75.000616, \"timestamp\": \"2024-12-12T00:03:09.966751\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000473, \"longitude\": -75.000563, \"timestamp\": \"2024-12-12T00:03:09.966751\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000453, \"longitude\": -75.000596, \"timestamp\": \"2024-12-12T00:03:09.967766\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 72, \"timestamp\": \"2024-12-12T00:03:10.025977\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 118, \"timestamp\": \"2024-12-12T00:03:10.027113\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 89, \"timestamp\": \"2024-12-12T00:03:10.027633\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 37.0, \"timestamp\": \"2024-12-12T00:03:10.027633\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 38.3, \"timestamp\": \"2024-12-12T00:03:10.227810\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 36.6, \"timestamp\": \"2024-12-12T00:03:10.474738\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.00045, \"longitude\": -75.000582, \"timestamp\": \"2024-12-12T00:03:10.477734\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000467, \"longitude\": -75.000614, \"timestamp\": \"2024-12-12T00:03:10.479315\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000483, \"longitude\": -75.000576, \"timestamp\": \"2024-12-12T00:03:10.481158\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 134, \"timestamp\": \"2024-12-12T00:03:10.536137\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 37.8, \"timestamp\": \"2024-12-12T00:03:10.537229\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 137, \"timestamp\": \"2024-12-12T00:03:10.537229\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 89, \"timestamp\": \"2024-12-12T00:03:10.538070\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 36.0, \"timestamp\": \"2024-12-12T00:03:10.756269\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.8, \"timestamp\": \"2024-12-12T00:03:10.991165\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000476, \"longitude\": -75.000584, \"timestamp\": \"2024-12-12T00:03:10.994350\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000442, \"longitude\": -75.000569, \"timestamp\": \"2024-12-12T00:03:10.995901\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000467, \"longitude\": -75.000617, \"timestamp\": \"2024-12-12T00:03:10.996428\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 109, \"timestamp\": \"2024-12-12T00:03:11.038266\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 135, \"timestamp\": \"2024-12-12T00:03:11.039262\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 104, \"timestamp\": \"2024-12-12T00:03:11.040262\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 37.7, \"timestamp\": \"2024-12-12T00:03:11.041129\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 37.0, \"timestamp\": \"2024-12-12T00:03:11.256624\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.6, \"timestamp\": \"2024-12-12T00:03:11.522856\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000458, \"longitude\": -75.00061, \"timestamp\": \"2024-12-12T00:03:11.525944\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000476, \"longitude\": -75.000588, \"timestamp\": \"2024-12-12T00:03:11.527100\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000434, \"longitude\": -75.000555, \"timestamp\": \"2024-12-12T00:03:11.527613\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 101, \"timestamp\": \"2024-12-12T00:03:11.528259\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 128, \"timestamp\": \"2024-12-12T00:03:11.528773\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 85, \"timestamp\": \"2024-12-12T00:03:11.529271\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 36.4, \"timestamp\": \"2024-12-12T00:03:11.529936\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 36.2, \"timestamp\": \"2024-12-12T00:03:11.755956\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 36.8, \"timestamp\": \"2024-12-12T00:03:12.039147\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 135, \"timestamp\": \"2024-12-12T00:03:12.041111\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000442, \"longitude\": -75.000549, \"timestamp\": \"2024-12-12T00:03:12.043208\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000473, \"longitude\": -75.000575, \"timestamp\": \"2024-12-12T00:03:12.045621\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 36.0, \"timestamp\": \"2024-12-12T00:03:12.046641\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 80, \"timestamp\": \"2024-12-12T00:03:12.048220\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 81, \"timestamp\": \"2024-12-12T00:03:12.048734\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000465, \"longitude\": -75.000613, \"timestamp\": \"2024-12-12T00:03:12.048734\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 37.2, \"timestamp\": \"2024-12-12T00:03:12.273014\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.6, \"timestamp\": \"2024-12-12T00:03:12.552814\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 140, \"timestamp\": \"2024-12-12T00:03:12.554469\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000482, \"longitude\": -75.000572, \"timestamp\": \"2024-12-12T00:03:12.555802\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 37.0, \"timestamp\": \"2024-12-12T00:03:12.556364\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000452, \"longitude\": -75.000536, \"timestamp\": \"2024-12-12T00:03:12.556975\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 84, \"timestamp\": \"2024-12-12T00:03:12.557565\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000473, \"longitude\": -75.000621, \"timestamp\": \"2024-12-12T00:03:12.558091\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 103, \"timestamp\": \"2024-12-12T00:03:12.558239\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 37.2, \"timestamp\": \"2024-12-12T00:03:12.770497\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 99, \"timestamp\": \"2024-12-12T00:03:13.066028\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000485, \"longitude\": -75.00058, \"timestamp\": \"2024-12-12T00:03:13.068023\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 36.3, \"timestamp\": \"2024-12-12T00:03:13.069017\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 38.3, \"timestamp\": \"2024-12-12T00:03:13.070398\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000451, \"longitude\": -75.000539, \"timestamp\": \"2024-12-12T00:03:13.071010\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 97, \"timestamp\": \"2024-12-12T00:03:13.071585\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 125, \"timestamp\": \"2024-12-12T00:03:13.072268\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000465, \"longitude\": -75.000611, \"timestamp\": \"2024-12-12T00:03:13.072841\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 37.6, \"timestamp\": \"2024-12-12T00:03:13.269607\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000492, \"longitude\": -75.000576, \"timestamp\": \"2024-12-12T00:03:13.581601\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 37.7, \"timestamp\": \"2024-12-12T00:03:13.583216\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.00045, \"longitude\": -75.000547, \"timestamp\": \"2024-12-12T00:03:13.583763\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 36.1, \"timestamp\": \"2024-12-12T00:03:13.584312\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 119, \"timestamp\": \"2024-12-12T00:03:13.584387\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 80, \"timestamp\": \"2024-12-12T00:03:13.584976\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 73, \"timestamp\": \"2024-12-12T00:03:13.585489\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000463, \"longitude\": -75.000613, \"timestamp\": \"2024-12-12T00:03:13.585489\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 38.0, \"timestamp\": \"2024-12-12T00:03:13.783970\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 38.4, \"timestamp\": \"2024-12-12T00:03:14.097138\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.6, \"timestamp\": \"2024-12-12T00:03:14.098170\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 115, \"timestamp\": \"2024-12-12T00:03:14.098682\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000454, \"longitude\": -75.000547, \"timestamp\": \"2024-12-12T00:03:14.099682\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000495, \"longitude\": -75.000575, \"timestamp\": \"2024-12-12T00:03:14.100194\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 99, \"timestamp\": \"2024-12-12T00:03:14.100194\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000472, \"longitude\": -75.000625, \"timestamp\": \"2024-12-12T00:03:14.100831\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 100, \"timestamp\": \"2024-12-12T00:03:14.101354\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 38.6, \"timestamp\": \"2024-12-12T00:03:14.297977\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 38.9, \"timestamp\": \"2024-12-12T00:03:14.606644\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000463, \"longitude\": -75.000558, \"timestamp\": \"2024-12-12T00:03:14.607378\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.0005, \"longitude\": -75.000575, \"timestamp\": \"2024-12-12T00:03:14.608438\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 132, \"timestamp\": \"2024-12-12T00:03:14.608952\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 38.5, \"timestamp\": \"2024-12-12T00:03:14.609015\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 93, \"timestamp\": \"2024-12-12T00:03:14.609015\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 78, \"timestamp\": \"2024-12-12T00:03:14.609597\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000476, \"longitude\": -75.000639, \"timestamp\": \"2024-12-12T00:03:14.609597\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 37.1, \"timestamp\": \"2024-12-12T00:03:14.807318\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000458, \"longitude\": -75.00057, \"timestamp\": \"2024-12-12T00:03:15.106026\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 81, \"timestamp\": \"2024-12-12T00:03:15.107372\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 36.4, \"timestamp\": \"2024-12-12T00:03:15.107903\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000498, \"longitude\": -75.000565, \"timestamp\": \"2024-12-12T00:03:15.107903\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 36.3, \"timestamp\": \"2024-12-12T00:03:15.108460\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 82, \"timestamp\": \"2024-12-12T00:03:15.108637\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000484, \"longitude\": -75.00064, \"timestamp\": \"2024-12-12T00:03:15.108637\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 114, \"timestamp\": \"2024-12-12T00:03:15.109257\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 37.9, \"timestamp\": \"2024-12-12T00:03:15.322980\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 124, \"timestamp\": \"2024-12-12T00:03:15.620206\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000502, \"longitude\": -75.000569, \"timestamp\": \"2024-12-12T00:03:15.623324\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.3, \"timestamp\": \"2024-12-12T00:03:15.624507\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 36.9, \"timestamp\": \"2024-12-12T00:03:15.624507\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000463, \"longitude\": -75.000574, \"timestamp\": \"2024-12-12T00:03:15.625020\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 85, \"timestamp\": \"2024-12-12T00:03:15.625407\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 134, \"timestamp\": \"2024-12-12T00:03:15.626017\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000482, \"longitude\": -75.000626, \"timestamp\": \"2024-12-12T00:03:15.626017\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 37.0, \"timestamp\": \"2024-12-12T00:03:15.839340\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 38.7, \"timestamp\": \"2024-12-12T00:03:16.134637\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000473, \"longitude\": -75.000589, \"timestamp\": \"2024-12-12T00:03:16.136345\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000502, \"longitude\": -75.000562, \"timestamp\": \"2024-12-12T00:03:16.137681\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.7, \"timestamp\": \"2024-12-12T00:03:16.138280\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 116, \"timestamp\": \"2024-12-12T00:03:16.138852\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 137, \"timestamp\": \"2024-12-12T00:03:16.139363\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.00048, \"longitude\": -75.000627, \"timestamp\": \"2024-12-12T00:03:16.140194\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 109, \"timestamp\": \"2024-12-12T00:03:16.140761\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 37.3, \"timestamp\": \"2024-12-12T00:03:16.351985\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 37.6, \"timestamp\": \"2024-12-12T00:03:16.659880\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000478, \"longitude\": -75.00058, \"timestamp\": \"2024-12-12T00:03:16.660448\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000497, \"longitude\": -75.000573, \"timestamp\": \"2024-12-12T00:03:16.661984\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.00048, \"longitude\": -75.000616, \"timestamp\": \"2024-12-12T00:03:16.662591\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 123, \"timestamp\": \"2024-12-12T00:03:16.663103\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 140, \"timestamp\": \"2024-12-12T00:03:16.663223\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 36.7, \"timestamp\": \"2024-12-12T00:03:16.663855\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 135, \"timestamp\": \"2024-12-12T00:03:16.663855\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 38.9, \"timestamp\": \"2024-12-12T00:03:16.858590\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000471, \"longitude\": -75.000579, \"timestamp\": \"2024-12-12T00:03:17.167794\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 95, \"timestamp\": \"2024-12-12T00:03:17.168421\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 85, \"timestamp\": \"2024-12-12T00:03:17.168421\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 36.3, \"timestamp\": \"2024-12-12T00:03:17.169026\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.6, \"timestamp\": \"2024-12-12T00:03:17.169599\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 79, \"timestamp\": \"2024-12-12T00:03:17.169599\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000498, \"longitude\": -75.000586, \"timestamp\": \"2024-12-12T00:03:17.170167\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000484, \"longitude\": -75.000627, \"timestamp\": \"2024-12-12T00:03:17.170167\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 38.2, \"timestamp\": \"2024-12-12T00:03:17.366536\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 36.6, \"timestamp\": \"2024-12-12T00:03:17.688270\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 84, \"timestamp\": \"2024-12-12T00:03:17.688858\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000505, \"longitude\": -75.000587, \"timestamp\": \"2024-12-12T00:03:17.689421\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000476, \"longitude\": -75.000613, \"timestamp\": \"2024-12-12T00:03:17.689634\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.00048, \"longitude\": -75.000594, \"timestamp\": \"2024-12-12T00:03:17.690098\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 140, \"timestamp\": \"2024-12-12T00:03:17.690098\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 96, \"timestamp\": \"2024-12-12T00:03:17.690448\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 37.4, \"timestamp\": \"2024-12-12T00:03:17.690853\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 36.9, \"timestamp\": \"2024-12-12T00:03:17.876944\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000487, \"longitude\": -75.000593, \"timestamp\": \"2024-12-12T00:03:18.203952\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 107, \"timestamp\": \"2024-12-12T00:03:18.204635\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 111, \"timestamp\": \"2024-12-12T00:03:18.204635\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 36.6, \"timestamp\": \"2024-12-12T00:03:18.205492\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 36.5, \"timestamp\": \"2024-12-12T00:03:18.205492\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 84, \"timestamp\": \"2024-12-12T00:03:18.206177\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000496, \"longitude\": -75.000573, \"timestamp\": \"2024-12-12T00:03:18.206177\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000473, \"longitude\": -75.000608, \"timestamp\": \"2024-12-12T00:03:18.206177\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 37.5, \"timestamp\": \"2024-12-12T00:03:18.389468\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.2, \"timestamp\": \"2024-12-12T00:03:18.711976\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 101, \"timestamp\": \"2024-12-12T00:03:18.712485\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000488, \"longitude\": -75.000578, \"timestamp\": \"2024-12-12T00:03:18.713537\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000478, \"longitude\": -75.000608, \"timestamp\": \"2024-12-12T00:03:18.713537\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000486, \"longitude\": -75.000605, \"timestamp\": \"2024-12-12T00:03:18.714050\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 83, \"timestamp\": \"2024-12-12T00:03:18.714256\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 116, \"timestamp\": \"2024-12-12T00:03:18.714256\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 36.6, \"timestamp\": \"2024-12-12T00:03:18.714764\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 37.0, \"timestamp\": \"2024-12-12T00:03:18.898531\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 37.0, \"timestamp\": \"2024-12-12T00:03:19.226897\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000488, \"longitude\": -75.000607, \"timestamp\": \"2024-12-12T00:03:19.227404\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 92, \"timestamp\": \"2024-12-12T00:03:19.227947\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 95, \"timestamp\": \"2024-12-12T00:03:19.228325\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 119, \"timestamp\": \"2024-12-12T00:03:19.228325\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000496, \"longitude\": -75.000584, \"timestamp\": \"2024-12-12T00:03:19.229003\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000474, \"longitude\": -75.000618, \"timestamp\": \"2024-12-12T00:03:19.229756\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 38.3, \"timestamp\": \"2024-12-12T00:03:19.229756\"}\n",
      "Sent data from player_temperature_2 (run run_001): {\"temperature\": 38.6, \"timestamp\": \"2024-12-12T00:03:19.396994\"}\n",
      "Sent data from player_temperature_3 (run run_001): {\"temperature\": 38.7, \"timestamp\": \"2024-12-12T00:03:19.739148\"}\n",
      "Sent data from gps_3 (run run_001): {\"latitude\": 40.000492, \"longitude\": -75.000597, \"timestamp\": \"2024-12-12T00:03:19.739765\"}\n",
      "Sent data from player_heart_rate_3 (run run_001): {\"heart_rate\": 78, \"timestamp\": \"2024-12-12T00:03:19.740273\"}\n",
      "Sent data from player_heart_rate_2 (run run_001): {\"heart_rate\": 122, \"timestamp\": \"2024-12-12T00:03:19.740417\"}\n",
      "Sent data from player_heart_rate_1 (run run_001): {\"heart_rate\": 76, \"timestamp\": \"2024-12-12T00:03:19.740417\"}\n",
      "Sent data from gps_1 (run run_001): {\"latitude\": 40.000504, \"longitude\": -75.000572, \"timestamp\": \"2024-12-12T00:03:19.740417\"}\n",
      "Sent data from gps_2 (run run_001): {\"latitude\": 40.000475, \"longitude\": -75.000627, \"timestamp\": \"2024-12-12T00:03:19.740417\"}\n",
      "Sent data from player_temperature_1 (run run_001): {\"temperature\": 38.2, \"timestamp\": \"2024-12-12T00:03:19.740923\"}\n"
     ]
    },
    {
     "ename": "CancelledError",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mCancelledError\u001b[0m                            Traceback (most recent call last)",
      "Cell \u001b[1;32mIn [1], line 113\u001b[0m, in \u001b[0;36msend_synthetic_data\u001b[1;34m(device_id, run_id, schema_type)\u001b[0m\n\u001b[0;32m    112\u001b[0m message_count \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m\n\u001b[1;32m--> 113\u001b[0m \u001b[38;5;28;01mawait\u001b[39;00m asyncio\u001b[38;5;241m.\u001b[39msleep(INTERVAL_SECONDS)\n",
      "File \u001b[1;32mc:\\Users\\emilio.arzamendi\\AppData\\Local\\Programs\\Python\\Python39\\lib\\asyncio\\tasks.py:652\u001b[0m, in \u001b[0;36msleep\u001b[1;34m(delay, result, loop)\u001b[0m\n\u001b[0;32m    651\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m--> 652\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mawait\u001b[39;00m future\n\u001b[0;32m    653\u001b[0m \u001b[38;5;28;01mfinally\u001b[39;00m:\n",
      "\u001b[1;31mCancelledError\u001b[0m: ",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "\u001b[1;31mCancelledError\u001b[0m                            Traceback (most recent call last)",
      "Cell \u001b[1;32mIn [1], line 128\u001b[0m\n\u001b[0;32m    125\u001b[0m     \u001b[38;5;28;01mawait\u001b[39;00m asyncio\u001b[38;5;241m.\u001b[39mgather(\u001b[38;5;241m*\u001b[39mtasks)\n\u001b[0;32m    127\u001b[0m \u001b[38;5;66;03m# Run the main function\u001b[39;00m\n\u001b[1;32m--> 128\u001b[0m \u001b[38;5;28;01mawait\u001b[39;00m main()\n",
      "Cell \u001b[1;32mIn [1], line 125\u001b[0m, in \u001b[0;36mmain\u001b[1;34m()\u001b[0m\n\u001b[0;32m    118\u001b[0m \u001b[38;5;66;03m# Generate tasks for 10 devices of each type\u001b[39;00m\n\u001b[0;32m    119\u001b[0m tasks \u001b[38;5;241m=\u001b[39m [\n\u001b[0;32m    120\u001b[0m     \u001b[38;5;241m*\u001b[39m[send_synthetic_data(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgps_\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mi\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, run_id, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgps\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(\u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m4\u001b[39m)],\n\u001b[0;32m    121\u001b[0m     \u001b[38;5;241m*\u001b[39m[send_synthetic_data(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mplayer_heart_rate_\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mi\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, run_id, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mheart_rate\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(\u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m4\u001b[39m)],\n\u001b[0;32m    122\u001b[0m     \u001b[38;5;241m*\u001b[39m[send_synthetic_data(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mplayer_temperature_\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mi\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, run_id, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtemperature\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(\u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m4\u001b[39m)]\n\u001b[0;32m    123\u001b[0m ]\n\u001b[1;32m--> 125\u001b[0m \u001b[38;5;28;01mawait\u001b[39;00m asyncio\u001b[38;5;241m.\u001b[39mgather(\u001b[38;5;241m*\u001b[39mtasks)\n",
      "\u001b[1;31mCancelledError\u001b[0m: "
     ]
    }
   ],
   "source": [
    "import asyncio\n",
    "import websockets\n",
    "import json\n",
    "import random\n",
    "import time\n",
    "from datetime import datetime\n",
    "\n",
    "# \"Magic\" Variables\n",
    "WEBSOCKET_ENDPOINT_TEMPLATE = \"ws://localhost:8000/send-stream/{device_id}/{run_id}\"\n",
    "DURATION_SECONDS = 500  # Total duration to send data\n",
    "INTERVAL_SECONDS = 0.5  # Interval between data sends\n",
    "OUT_OF_BOUNDS_INTERVAL = 100  # Every 100 messages, send an out-of-bounds message\n",
    "\n",
    "# GPS-related boundaries and step sizes\n",
    "PITCH_LAT_MIN = 40.0\n",
    "PITCH_LAT_MAX = 40.0009\n",
    "PITCH_LON_MIN = -75.0012\n",
    "PITCH_LON_MAX = -75.0\n",
    "STEP_SIZE_LAT = 0.00001  # Latitude step size for random walk (~1 meter)\n",
    "STEP_SIZE_LON = 0.000015  # Longitude step size for random walk (~1 meter)\n",
    "\n",
    "# Heart rate boundaries\n",
    "HR_MIN = 70  # Minimum normal heart rate\n",
    "HR_MAX = 140  # Maximum normal heart rate\n",
    "HR_OUT_OF_BOUNDS_LOW = (30, 60)  # Out-of-bounds low range\n",
    "HR_OUT_OF_BOUNDS_HIGH = (160, 200)  # Out-of-bounds high range\n",
    "\n",
    "# Temperature boundaries\n",
    "TEMP_MIN = 36.0  # Minimum normal temperature\n",
    "TEMP_MAX = 39.0  # Maximum normal temperature\n",
    "TEMP_OUT_OF_BOUNDS_LOW = (34.0, 35.5)  # Out-of-bounds low range\n",
    "TEMP_OUT_OF_BOUNDS_HIGH = (39.5, 42.0)  # Out-of-bounds high range\n",
    "\n",
    "def random_walk(current_lat, current_lon):\n",
    "    \"\"\"Perform a random walk within the boundaries of the football pitch.\"\"\"\n",
    "    new_lat = current_lat + random.uniform(-STEP_SIZE_LAT, STEP_SIZE_LAT)\n",
    "    new_lon = current_lon + random.uniform(-STEP_SIZE_LON, STEP_SIZE_LON)\n",
    "    new_lat = max(min(new_lat, PITCH_LAT_MAX), PITCH_LAT_MIN)\n",
    "    new_lon = max(min(new_lon, PITCH_LON_MAX), PITCH_LON_MIN)\n",
    "    return new_lat, new_lon\n",
    "\n",
    "def generate_heart_rate():\n",
    "    \"\"\"Generate a random heart rate between HR_MIN and HR_MAX.\"\"\"\n",
    "    return random.randint(HR_MIN, HR_MAX)\n",
    "\n",
    "def generate_temperature():\n",
    "    \"\"\"Generate a random temperature between TEMP_MIN and TEMP_MAX.\"\"\"\n",
    "    return round(random.uniform(TEMP_MIN, TEMP_MAX), 1)\n",
    "\n",
    "async def send_synthetic_data(device_id, run_id, schema_type):\n",
    "    websocket_endpoint = WEBSOCKET_ENDPOINT_TEMPLATE.format(device_id=device_id, run_id=run_id)\n",
    "\n",
    "    async with websockets.connect(websocket_endpoint) as websocket:\n",
    "        start_time = time.time()\n",
    "        end_time = start_time + DURATION_SECONDS\n",
    "        current_lat = (PITCH_LAT_MIN + PITCH_LAT_MAX) / 2\n",
    "        current_lon = (PITCH_LON_MIN + PITCH_LON_MAX) / 2\n",
    "        message_count = 0\n",
    "\n",
    "        while time.time() < end_time:\n",
    "            if schema_type == \"gps\":\n",
    "                if message_count % OUT_OF_BOUNDS_INTERVAL == 0 and message_count > 0:\n",
    "                    out_of_bounds_lat = PITCH_LAT_MAX + random.uniform(0.0001, 0.0005)\n",
    "                    out_of_bounds_lon = PITCH_LON_MAX + random.uniform(0.0001, 0.0005)\n",
    "                    data = {\n",
    "                        \"latitude\": round(out_of_bounds_lat, 6),\n",
    "                        \"longitude\": round(out_of_bounds_lon, 6),\n",
    "                        \"timestamp\": datetime.utcnow().isoformat()\n",
    "                    }\n",
    "                else:\n",
    "                    current_lat, current_lon = random_walk(current_lat, current_lon)\n",
    "                    data = {\n",
    "                        \"latitude\": round(current_lat, 6),\n",
    "                        \"longitude\": round(current_lon, 6),\n",
    "                        \"timestamp\": datetime.utcnow().isoformat()\n",
    "                    }\n",
    "            elif schema_type == \"heart_rate\":\n",
    "                if message_count % OUT_OF_BOUNDS_INTERVAL == 0 and message_count > 0:\n",
    "                    out_of_bounds_hr = random.choice(\n",
    "                        [random.randint(*HR_OUT_OF_BOUNDS_LOW), random.randint(*HR_OUT_OF_BOUNDS_HIGH)]\n",
    "                    )\n",
    "                    data = {\n",
    "                        \"heart_rate\": out_of_bounds_hr,\n",
    "                        \"timestamp\": datetime.utcnow().isoformat()\n",
    "                    }\n",
    "                else:\n",
    "                    heart_rate = generate_heart_rate()\n",
    "                    data = {\n",
    "                        \"heart_rate\": heart_rate,\n",
    "                        \"timestamp\": datetime.utcnow().isoformat()\n",
    "                    }\n",
    "            elif schema_type == \"temperature\":\n",
    "                if message_count % OUT_OF_BOUNDS_INTERVAL == 0 and message_count > 0:\n",
    "                    out_of_bounds_temp = random.choice(\n",
    "                        [round(random.uniform(*TEMP_OUT_OF_BOUNDS_LOW), 1), round(random.uniform(*TEMP_OUT_OF_BOUNDS_HIGH), 1)]\n",
    "                    )\n",
    "                    data = {\n",
    "                        \"temperature\": out_of_bounds_temp,\n",
    "                        \"timestamp\": datetime.utcnow().isoformat()\n",
    "                    }\n",
    "                else:\n",
    "                    temperature = generate_temperature()\n",
    "                    data = {\n",
    "                        \"temperature\": temperature,\n",
    "                        \"timestamp\": datetime.utcnow().isoformat()\n",
    "                    }\n",
    "\n",
    "            data_str = json.dumps(data)\n",
    "            await websocket.send(data_str)\n",
    "            print(f\"Sent data from {device_id} (run {run_id}): {data_str}\")\n",
    "\n",
    "            message_count += 1\n",
    "            await asyncio.sleep(INTERVAL_SECONDS)\n",
    "\n",
    "async def main():\n",
    "    run_id = \"run_001\"\n",
    "    \n",
    "    # Generate tasks for 10 devices of each type\n",
    "    tasks = [\n",
    "        *[send_synthetic_data(f\"gps_{i}\", run_id, \"gps\") for i in range(1, 12)],\n",
    "        *[send_synthetic_data(f\"player_heart_rate_{i}\", run_id, \"heart_rate\") for i in range(1, 12)],\n",
    "        *[send_synthetic_data(f\"player_temperature_{i}\", run_id, \"temperature\") for i in range(1, 12)]\n",
    "    ]\n",
    "    \n",
    "    await asyncio.gather(*tasks)\n",
    "\n",
    "# Run the main function\n",
    "await main()\n"
   ]
  },
  {
   "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": "3.9.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}