device-simulator.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import datetime\n",
    "import random\n",
    "import json\n",
    "import dotenv\n",
    "from azure.iot.device import IoTHubDeviceClient\n",
    "from azure.iot.hub import IoTHubRegistryManager\n",
    "from os import getenv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "oid = \"XYZ\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "PEDOMETER_DEVICE_CONNECTION_STRING = \"CONNECTION_STRING\"\n",
    "pedometer_device_id = PEDOMETER_DEVICE_CONNECTION_STRING.split(\";\")[1].split(\"=\")[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "SCALE_DEVICE_CONNECTION_STRING = \"CONNECTION_STRING\"\n",
    "scale_device_id = SCALE_DEVICE_CONNECTION_STRING.split(\";\")[1].split(\"=\")[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'HostName=my-project-iot-hub.azure-devices.net;SharedAccessKeyName=iothubowner;SharedAccessKey=6ccIWRhjQzmZz6Lu6Tzm8jmIB7+F5Fg2xAIoTIrXKNI='"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dotenv.load_dotenv(\"./device-function-app/.env\")\n",
    "# pRINT OUT THE ENVIRONMENT VARIABLES\n",
    "getenv(\"IOT_HUB_CONNECTION_STRING\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "registry = IoTHubRegistryManager.from_connection_string(getenv(\"IOT_HUB_CONNECTION_STRING\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "pedometer_device_twin = registry.get_twin(pedometer_device_id)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "ConnectionStateStage: DisconnectEvent received while in unexpected state - ConnectionState.DISCONNECTED\n",
      "Exception caught in background thread.  Unable to handle.\n",
      "['azure.iot.device.common.transport_exceptions.ConnectionDroppedError: Unexpected disconnection\\n']\n",
      "Exception caught in background thread.  Unable to handle.\n",
      "['azure.iot.device.common.transport_exceptions.ConnectionDroppedError: Unexpected disconnection\\n']\n",
      "ConnectionStateStage: DisconnectEvent received while in unexpected state - ConnectionState.DISCONNECTED\n",
      "Exception caught in background thread.  Unable to handle.\n",
      "['azure.iot.device.common.transport_exceptions.ConnectionDroppedError: Unexpected disconnection\\n']\n",
      "Exception caught in background thread.  Unable to handle.\n",
      "['azure.iot.device.common.transport_exceptions.ConnectionDroppedError: Unexpected disconnection\\n']\n"
     ]
    }
   ],
   "source": [
    "# Create an IoT Hub client\n",
    "pedometer_device = IoTHubDeviceClient.create_from_connection_string(PEDOMETER_DEVICE_CONNECTION_STRING)\n",
    "pedometer_device.connect()\n",
    "scale_device = IoTHubDeviceClient.create_from_connection_string(SCALE_DEVICE_CONNECTION_STRING)\n",
    "scale_device.connect()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "from abc import ABC\n",
    "class Measurement(ABC):\n",
    "    def __init__(self, oid: str, datetime: str):\n",
    "        self.oid = oid\n",
    "        self.datetime = datetime"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "class PedometerMeasurement(Measurement):\n",
    "    def __init__(self, steps, distance, datetime: datetime.datetime, oid: str, unit=\"30m\"):\n",
    "        super().__init__(oid, datetime.isoformat())\n",
    "        self.steps = steps\n",
    "        self.distance = distance\n",
    "        self.unit = unit\n",
    "    \n",
    "    def __str__(self):\n",
    "        return f\"Device Type: Steps: {self.steps}, Distance: {self.distance}, Unit: {self.unit}, Datetime: {self.datetime}\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "class ScaleMeasurement(Measurement):\n",
    "    def __init__(self, weight, timestamp: datetime.datetime, oid: str, unit=\"kg\"):\n",
    "        super().__init__(oid, timestamp.isoformat())\n",
    "        self.weight = weight\n",
    "        self.unit = unit\n",
    "\n",
    "    def __str__(self):\n",
    "        return f\"Device Type: Weight: {self.weight}, Unit: {self.unit}, Datetime: {self.datetime}\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Device Type: Steps: 76, Distance: 97, Unit: 30m, Datetime: 2024-02-10T13:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T13:00:00\", \"steps\": 76, \"distance\": 97, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 21, Distance: 7, Unit: 30m, Datetime: 2024-02-10T12:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T12:15:00\", \"steps\": 21, \"distance\": 7, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 0, Distance: 17, Unit: 30m, Datetime: 2024-02-10T11:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T11:30:00\", \"steps\": 0, \"distance\": 17, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 28, Distance: 87, Unit: 30m, Datetime: 2024-02-10T10:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T10:45:00\", \"steps\": 28, \"distance\": 87, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 91, Distance: 18, Unit: 30m, Datetime: 2024-02-10T10:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T10:00:00\", \"steps\": 91, \"distance\": 18, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 66, Distance: 37, Unit: 30m, Datetime: 2024-02-10T09:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T09:15:00\", \"steps\": 66, \"distance\": 37, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 79, Distance: 53, Unit: 30m, Datetime: 2024-02-10T08:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T08:30:00\", \"steps\": 79, \"distance\": 53, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 18, Distance: 47, Unit: 30m, Datetime: 2024-02-10T07:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T07:45:00\", \"steps\": 18, \"distance\": 47, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 87, Distance: 9, Unit: 30m, Datetime: 2024-02-10T07:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T07:00:00\", \"steps\": 87, \"distance\": 9, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 29, Distance: 16, Unit: 30m, Datetime: 2024-02-10T06:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T06:15:00\", \"steps\": 29, \"distance\": 16, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 86, Distance: 52, Unit: 30m, Datetime: 2024-02-10T05:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T05:30:00\", \"steps\": 86, \"distance\": 52, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 3, Distance: 3, Unit: 30m, Datetime: 2024-02-10T04:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T04:45:00\", \"steps\": 3, \"distance\": 3, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 90, Distance: 10, Unit: 30m, Datetime: 2024-02-10T04:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T04:00:00\", \"steps\": 90, \"distance\": 10, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 61, Distance: 34, Unit: 30m, Datetime: 2024-02-10T03:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T03:15:00\", \"steps\": 61, \"distance\": 34, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 34, Distance: 89, Unit: 30m, Datetime: 2024-02-10T02:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T02:30:00\", \"steps\": 34, \"distance\": 89, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 4, Distance: 48, Unit: 30m, Datetime: 2024-02-10T01:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T01:45:00\", \"steps\": 4, \"distance\": 48, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 82, Distance: 77, Unit: 30m, Datetime: 2024-02-10T01:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T01:00:00\", \"steps\": 82, \"distance\": 77, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 1, Distance: 30, Unit: 30m, Datetime: 2024-02-10T00:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T00:15:00\", \"steps\": 1, \"distance\": 30, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 67, Distance: 46, Unit: 30m, Datetime: 2024-02-09T23:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T23:30:00\", \"steps\": 67, \"distance\": 46, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 36, Distance: 49, Unit: 30m, Datetime: 2024-02-09T22:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T22:45:00\", \"steps\": 36, \"distance\": 49, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 69, Distance: 98, Unit: 30m, Datetime: 2024-02-09T22:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T22:00:00\", \"steps\": 69, \"distance\": 98, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 7, Distance: 73, Unit: 30m, Datetime: 2024-02-09T21:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T21:15:00\", \"steps\": 7, \"distance\": 73, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 16, Distance: 48, Unit: 30m, Datetime: 2024-02-09T20:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T20:30:00\", \"steps\": 16, \"distance\": 48, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 90, Distance: 94, Unit: 30m, Datetime: 2024-02-09T19:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T19:45:00\", \"steps\": 90, \"distance\": 94, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 38, Distance: 48, Unit: 30m, Datetime: 2024-02-09T19:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T19:00:00\", \"steps\": 38, \"distance\": 48, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 58, Distance: 26, Unit: 30m, Datetime: 2024-02-09T18:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T18:15:00\", \"steps\": 58, \"distance\": 26, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 7, Distance: 54, Unit: 30m, Datetime: 2024-02-09T17:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T17:30:00\", \"steps\": 7, \"distance\": 54, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 55, Distance: 78, Unit: 30m, Datetime: 2024-02-09T16:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T16:45:00\", \"steps\": 55, \"distance\": 78, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 29, Distance: 66, Unit: 30m, Datetime: 2024-02-09T16:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T16:00:00\", \"steps\": 29, \"distance\": 66, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 87, Distance: 39, Unit: 30m, Datetime: 2024-02-09T15:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T15:15:00\", \"steps\": 87, \"distance\": 39, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 43, Distance: 0, Unit: 30m, Datetime: 2024-02-09T14:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T14:30:00\", \"steps\": 43, \"distance\": 0, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 98, Distance: 91, Unit: 30m, Datetime: 2024-02-09T13:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T13:45:00\", \"steps\": 98, \"distance\": 91, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 26, Distance: 2, Unit: 30m, Datetime: 2024-02-09T13:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T13:00:00\", \"steps\": 26, \"distance\": 2, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 84, Distance: 47, Unit: 30m, Datetime: 2024-02-09T12:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T12:15:00\", \"steps\": 84, \"distance\": 47, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 99, Distance: 69, Unit: 30m, Datetime: 2024-02-09T11:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T11:30:00\", \"steps\": 99, \"distance\": 69, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 29, Distance: 24, Unit: 30m, Datetime: 2024-02-09T10:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T10:45:00\", \"steps\": 29, \"distance\": 24, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 52, Distance: 72, Unit: 30m, Datetime: 2024-02-09T10:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T10:00:00\", \"steps\": 52, \"distance\": 72, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 35, Distance: 7, Unit: 30m, Datetime: 2024-02-09T09:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T09:15:00\", \"steps\": 35, \"distance\": 7, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 66, Distance: 56, Unit: 30m, Datetime: 2024-02-09T08:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T08:30:00\", \"steps\": 66, \"distance\": 56, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 9, Distance: 88, Unit: 30m, Datetime: 2024-02-09T07:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T07:45:00\", \"steps\": 9, \"distance\": 88, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 4, Distance: 17, Unit: 30m, Datetime: 2024-02-09T07:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T07:00:00\", \"steps\": 4, \"distance\": 17, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 57, Distance: 46, Unit: 30m, Datetime: 2024-02-09T06:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T06:15:00\", \"steps\": 57, \"distance\": 46, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 43, Distance: 74, Unit: 30m, Datetime: 2024-02-09T05:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T05:30:00\", \"steps\": 43, \"distance\": 74, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 45, Distance: 36, Unit: 30m, Datetime: 2024-02-09T04:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T04:45:00\", \"steps\": 45, \"distance\": 36, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 64, Distance: 14, Unit: 30m, Datetime: 2024-02-09T04:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T04:00:00\", \"steps\": 64, \"distance\": 14, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 21, Distance: 82, Unit: 30m, Datetime: 2024-02-09T03:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T03:15:00\", \"steps\": 21, \"distance\": 82, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 43, Distance: 73, Unit: 30m, Datetime: 2024-02-09T02:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T02:30:00\", \"steps\": 43, \"distance\": 73, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 96, Distance: 22, Unit: 30m, Datetime: 2024-02-09T01:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T01:45:00\", \"steps\": 96, \"distance\": 22, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 79, Distance: 78, Unit: 30m, Datetime: 2024-02-09T01:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T01:00:00\", \"steps\": 79, \"distance\": 78, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 44, Distance: 63, Unit: 30m, Datetime: 2024-02-09T00:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T00:15:00\", \"steps\": 44, \"distance\": 63, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 33, Distance: 91, Unit: 30m, Datetime: 2024-02-08T23:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T23:30:00\", \"steps\": 33, \"distance\": 91, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 97, Distance: 47, Unit: 30m, Datetime: 2024-02-08T22:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T22:45:00\", \"steps\": 97, \"distance\": 47, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 47, Distance: 98, Unit: 30m, Datetime: 2024-02-08T22:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T22:00:00\", \"steps\": 47, \"distance\": 98, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 21, Distance: 97, Unit: 30m, Datetime: 2024-02-08T21:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T21:15:00\", \"steps\": 21, \"distance\": 97, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 92, Distance: 65, Unit: 30m, Datetime: 2024-02-08T20:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T20:30:00\", \"steps\": 92, \"distance\": 65, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 45, Distance: 21, Unit: 30m, Datetime: 2024-02-08T19:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T19:45:00\", \"steps\": 45, \"distance\": 21, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 51, Distance: 83, Unit: 30m, Datetime: 2024-02-08T19:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T19:00:00\", \"steps\": 51, \"distance\": 83, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 5, Distance: 16, Unit: 30m, Datetime: 2024-02-08T18:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T18:15:00\", \"steps\": 5, \"distance\": 16, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 6, Distance: 24, Unit: 30m, Datetime: 2024-02-08T17:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T17:30:00\", \"steps\": 6, \"distance\": 24, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 91, Distance: 24, Unit: 30m, Datetime: 2024-02-08T16:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T16:45:00\", \"steps\": 91, \"distance\": 24, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 60, Distance: 1, Unit: 30m, Datetime: 2024-02-08T16:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T16:00:00\", \"steps\": 60, \"distance\": 1, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 80, Distance: 34, Unit: 30m, Datetime: 2024-02-08T15:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T15:15:00\", \"steps\": 80, \"distance\": 34, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 21, Distance: 6, Unit: 30m, Datetime: 2024-02-08T14:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T14:30:00\", \"steps\": 21, \"distance\": 6, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 86, Distance: 31, Unit: 30m, Datetime: 2024-02-08T13:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T13:45:00\", \"steps\": 86, \"distance\": 31, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 94, Distance: 90, Unit: 30m, Datetime: 2024-02-08T13:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T13:00:00\", \"steps\": 94, \"distance\": 90, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 54, Distance: 48, Unit: 30m, Datetime: 2024-02-08T12:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T12:15:00\", \"steps\": 54, \"distance\": 48, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 99, Distance: 34, Unit: 30m, Datetime: 2024-02-08T11:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T11:30:00\", \"steps\": 99, \"distance\": 34, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 13, Distance: 84, Unit: 30m, Datetime: 2024-02-08T10:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T10:45:00\", \"steps\": 13, \"distance\": 84, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 30, Distance: 40, Unit: 30m, Datetime: 2024-02-08T10:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T10:00:00\", \"steps\": 30, \"distance\": 40, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 14, Distance: 75, Unit: 30m, Datetime: 2024-02-08T09:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T09:15:00\", \"steps\": 14, \"distance\": 75, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 55, Distance: 69, Unit: 30m, Datetime: 2024-02-08T08:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T08:30:00\", \"steps\": 55, \"distance\": 69, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 35, Distance: 42, Unit: 30m, Datetime: 2024-02-08T07:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T07:45:00\", \"steps\": 35, \"distance\": 42, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 61, Distance: 17, Unit: 30m, Datetime: 2024-02-08T07:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T07:00:00\", \"steps\": 61, \"distance\": 17, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 9, Distance: 60, Unit: 30m, Datetime: 2024-02-08T06:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T06:15:00\", \"steps\": 9, \"distance\": 60, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 99, Distance: 5, Unit: 30m, Datetime: 2024-02-08T05:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T05:30:00\", \"steps\": 99, \"distance\": 5, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 36, Distance: 80, Unit: 30m, Datetime: 2024-02-08T04:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T04:45:00\", \"steps\": 36, \"distance\": 80, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 29, Distance: 53, Unit: 30m, Datetime: 2024-02-08T04:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T04:00:00\", \"steps\": 29, \"distance\": 53, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 70, Distance: 88, Unit: 30m, Datetime: 2024-02-08T03:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T03:15:00\", \"steps\": 70, \"distance\": 88, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 46, Distance: 94, Unit: 30m, Datetime: 2024-02-08T02:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T02:30:00\", \"steps\": 46, \"distance\": 94, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 24, Distance: 3, Unit: 30m, Datetime: 2024-02-08T01:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T01:45:00\", \"steps\": 24, \"distance\": 3, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 43, Distance: 72, Unit: 30m, Datetime: 2024-02-08T01:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T01:00:00\", \"steps\": 43, \"distance\": 72, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 11, Distance: 2, Unit: 30m, Datetime: 2024-02-08T00:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T00:15:00\", \"steps\": 11, \"distance\": 2, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 43, Distance: 85, Unit: 30m, Datetime: 2024-02-07T23:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T23:30:00\", \"steps\": 43, \"distance\": 85, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 61, Distance: 85, Unit: 30m, Datetime: 2024-02-07T22:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T22:45:00\", \"steps\": 61, \"distance\": 85, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 60, Distance: 92, Unit: 30m, Datetime: 2024-02-07T22:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T22:00:00\", \"steps\": 60, \"distance\": 92, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 63, Distance: 27, Unit: 30m, Datetime: 2024-02-07T21:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T21:15:00\", \"steps\": 63, \"distance\": 27, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 12, Distance: 91, Unit: 30m, Datetime: 2024-02-07T20:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T20:30:00\", \"steps\": 12, \"distance\": 91, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 62, Distance: 46, Unit: 30m, Datetime: 2024-02-07T19:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T19:45:00\", \"steps\": 62, \"distance\": 46, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 70, Distance: 61, Unit: 30m, Datetime: 2024-02-07T19:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T19:00:00\", \"steps\": 70, \"distance\": 61, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 98, Distance: 68, Unit: 30m, Datetime: 2024-02-07T18:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T18:15:00\", \"steps\": 98, \"distance\": 68, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 38, Distance: 77, Unit: 30m, Datetime: 2024-02-07T17:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T17:30:00\", \"steps\": 38, \"distance\": 77, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 34, Distance: 95, Unit: 30m, Datetime: 2024-02-07T16:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T16:45:00\", \"steps\": 34, \"distance\": 95, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 94, Distance: 36, Unit: 30m, Datetime: 2024-02-07T16:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T16:00:00\", \"steps\": 94, \"distance\": 36, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 61, Distance: 32, Unit: 30m, Datetime: 2024-02-07T15:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T15:15:00\", \"steps\": 61, \"distance\": 32, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 12, Distance: 8, Unit: 30m, Datetime: 2024-02-07T14:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T14:30:00\", \"steps\": 12, \"distance\": 8, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 93, Distance: 60, Unit: 30m, Datetime: 2024-02-07T13:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T13:45:00\", \"steps\": 93, \"distance\": 60, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 1, Distance: 45, Unit: 30m, Datetime: 2024-02-07T13:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T13:00:00\", \"steps\": 1, \"distance\": 45, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 17, Distance: 38, Unit: 30m, Datetime: 2024-02-07T12:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T12:15:00\", \"steps\": 17, \"distance\": 38, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 93, Distance: 89, Unit: 30m, Datetime: 2024-02-07T11:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T11:30:00\", \"steps\": 93, \"distance\": 89, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 21, Distance: 25, Unit: 30m, Datetime: 2024-02-07T10:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T10:45:00\", \"steps\": 21, \"distance\": 25, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 94, Distance: 70, Unit: 30m, Datetime: 2024-02-07T10:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T10:00:00\", \"steps\": 94, \"distance\": 70, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 44, Distance: 37, Unit: 30m, Datetime: 2024-02-07T09:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T09:15:00\", \"steps\": 44, \"distance\": 37, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 22, Distance: 40, Unit: 30m, Datetime: 2024-02-07T08:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T08:30:00\", \"steps\": 22, \"distance\": 40, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 3, Distance: 16, Unit: 30m, Datetime: 2024-02-07T07:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T07:45:00\", \"steps\": 3, \"distance\": 16, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 86, Distance: 76, Unit: 30m, Datetime: 2024-02-07T07:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T07:00:00\", \"steps\": 86, \"distance\": 76, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 20, Distance: 26, Unit: 30m, Datetime: 2024-02-07T06:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T06:15:00\", \"steps\": 20, \"distance\": 26, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 84, Distance: 27, Unit: 30m, Datetime: 2024-02-07T05:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T05:30:00\", \"steps\": 84, \"distance\": 27, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 52, Distance: 22, Unit: 30m, Datetime: 2024-02-07T04:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T04:45:00\", \"steps\": 52, \"distance\": 22, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 22, Distance: 5, Unit: 30m, Datetime: 2024-02-07T04:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T04:00:00\", \"steps\": 22, \"distance\": 5, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 19, Distance: 100, Unit: 30m, Datetime: 2024-02-07T03:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T03:15:00\", \"steps\": 19, \"distance\": 100, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 4, Distance: 56, Unit: 30m, Datetime: 2024-02-07T02:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T02:30:00\", \"steps\": 4, \"distance\": 56, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 27, Distance: 8, Unit: 30m, Datetime: 2024-02-07T01:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T01:45:00\", \"steps\": 27, \"distance\": 8, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 22, Distance: 1, Unit: 30m, Datetime: 2024-02-07T01:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T01:00:00\", \"steps\": 22, \"distance\": 1, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 41, Distance: 73, Unit: 30m, Datetime: 2024-02-07T00:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T00:15:00\", \"steps\": 41, \"distance\": 73, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 55, Distance: 89, Unit: 30m, Datetime: 2024-02-06T23:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T23:30:00\", \"steps\": 55, \"distance\": 89, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 8, Distance: 15, Unit: 30m, Datetime: 2024-02-06T22:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T22:45:00\", \"steps\": 8, \"distance\": 15, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 69, Distance: 88, Unit: 30m, Datetime: 2024-02-06T22:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T22:00:00\", \"steps\": 69, \"distance\": 88, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 9, Distance: 81, Unit: 30m, Datetime: 2024-02-06T21:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T21:15:00\", \"steps\": 9, \"distance\": 81, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 5, Distance: 74, Unit: 30m, Datetime: 2024-02-06T20:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T20:30:00\", \"steps\": 5, \"distance\": 74, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 93, Distance: 65, Unit: 30m, Datetime: 2024-02-06T19:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T19:45:00\", \"steps\": 93, \"distance\": 65, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 84, Distance: 40, Unit: 30m, Datetime: 2024-02-06T19:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T19:00:00\", \"steps\": 84, \"distance\": 40, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 81, Distance: 86, Unit: 30m, Datetime: 2024-02-06T18:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T18:15:00\", \"steps\": 81, \"distance\": 86, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 29, Distance: 66, Unit: 30m, Datetime: 2024-02-06T17:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T17:30:00\", \"steps\": 29, \"distance\": 66, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 4, Distance: 8, Unit: 30m, Datetime: 2024-02-06T16:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T16:45:00\", \"steps\": 4, \"distance\": 8, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 98, Distance: 62, Unit: 30m, Datetime: 2024-02-06T16:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T16:00:00\", \"steps\": 98, \"distance\": 62, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 56, Distance: 35, Unit: 30m, Datetime: 2024-02-06T15:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T15:15:00\", \"steps\": 56, \"distance\": 35, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 20, Distance: 42, Unit: 30m, Datetime: 2024-02-06T14:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T14:30:00\", \"steps\": 20, \"distance\": 42, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 45, Distance: 59, Unit: 30m, Datetime: 2024-02-06T13:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T13:45:00\", \"steps\": 45, \"distance\": 59, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 72, Distance: 22, Unit: 30m, Datetime: 2024-02-06T13:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T13:00:00\", \"steps\": 72, \"distance\": 22, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 0, Distance: 90, Unit: 30m, Datetime: 2024-02-06T12:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T12:15:00\", \"steps\": 0, \"distance\": 90, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 98, Distance: 2, Unit: 30m, Datetime: 2024-02-06T11:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T11:30:00\", \"steps\": 98, \"distance\": 2, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 31, Distance: 84, Unit: 30m, Datetime: 2024-02-06T10:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T10:45:00\", \"steps\": 31, \"distance\": 84, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 78, Distance: 11, Unit: 30m, Datetime: 2024-02-06T10:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T10:00:00\", \"steps\": 78, \"distance\": 11, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 35, Distance: 30, Unit: 30m, Datetime: 2024-02-06T09:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T09:15:00\", \"steps\": 35, \"distance\": 30, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 26, Distance: 70, Unit: 30m, Datetime: 2024-02-06T08:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T08:30:00\", \"steps\": 26, \"distance\": 70, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 51, Distance: 9, Unit: 30m, Datetime: 2024-02-06T07:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T07:45:00\", \"steps\": 51, \"distance\": 9, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 33, Distance: 30, Unit: 30m, Datetime: 2024-02-06T07:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T07:00:00\", \"steps\": 33, \"distance\": 30, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 61, Distance: 66, Unit: 30m, Datetime: 2024-02-06T06:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T06:15:00\", \"steps\": 61, \"distance\": 66, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 71, Distance: 2, Unit: 30m, Datetime: 2024-02-06T05:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T05:30:00\", \"steps\": 71, \"distance\": 2, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 97, Distance: 86, Unit: 30m, Datetime: 2024-02-06T04:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T04:45:00\", \"steps\": 97, \"distance\": 86, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 63, Distance: 44, Unit: 30m, Datetime: 2024-02-06T04:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T04:00:00\", \"steps\": 63, \"distance\": 44, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 96, Distance: 45, Unit: 30m, Datetime: 2024-02-06T03:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T03:15:00\", \"steps\": 96, \"distance\": 45, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 95, Distance: 9, Unit: 30m, Datetime: 2024-02-06T02:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T02:30:00\", \"steps\": 95, \"distance\": 9, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 13, Distance: 84, Unit: 30m, Datetime: 2024-02-06T01:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T01:45:00\", \"steps\": 13, \"distance\": 84, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 11, Distance: 86, Unit: 30m, Datetime: 2024-02-06T01:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T01:00:00\", \"steps\": 11, \"distance\": 86, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 74, Distance: 67, Unit: 30m, Datetime: 2024-02-06T00:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T00:15:00\", \"steps\": 74, \"distance\": 67, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 34, Distance: 96, Unit: 30m, Datetime: 2024-02-05T23:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T23:30:00\", \"steps\": 34, \"distance\": 96, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 84, Distance: 21, Unit: 30m, Datetime: 2024-02-05T22:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T22:45:00\", \"steps\": 84, \"distance\": 21, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 45, Distance: 90, Unit: 30m, Datetime: 2024-02-05T22:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T22:00:00\", \"steps\": 45, \"distance\": 90, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 65, Distance: 79, Unit: 30m, Datetime: 2024-02-05T21:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T21:15:00\", \"steps\": 65, \"distance\": 79, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 38, Distance: 65, Unit: 30m, Datetime: 2024-02-05T20:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T20:30:00\", \"steps\": 38, \"distance\": 65, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 88, Distance: 99, Unit: 30m, Datetime: 2024-02-05T19:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T19:45:00\", \"steps\": 88, \"distance\": 99, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 60, Distance: 43, Unit: 30m, Datetime: 2024-02-05T19:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T19:00:00\", \"steps\": 60, \"distance\": 43, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 58, Distance: 0, Unit: 30m, Datetime: 2024-02-05T18:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T18:15:00\", \"steps\": 58, \"distance\": 0, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 80, Distance: 83, Unit: 30m, Datetime: 2024-02-05T17:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T17:30:00\", \"steps\": 80, \"distance\": 83, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 25, Distance: 94, Unit: 30m, Datetime: 2024-02-05T16:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T16:45:00\", \"steps\": 25, \"distance\": 94, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 61, Distance: 27, Unit: 30m, Datetime: 2024-02-05T16:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T16:00:00\", \"steps\": 61, \"distance\": 27, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 9, Distance: 20, Unit: 30m, Datetime: 2024-02-05T15:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T15:15:00\", \"steps\": 9, \"distance\": 20, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 29, Distance: 50, Unit: 30m, Datetime: 2024-02-05T14:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T14:30:00\", \"steps\": 29, \"distance\": 50, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 66, Distance: 52, Unit: 30m, Datetime: 2024-02-05T13:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T13:45:00\", \"steps\": 66, \"distance\": 52, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 79, Distance: 52, Unit: 30m, Datetime: 2024-02-05T13:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T13:00:00\", \"steps\": 79, \"distance\": 52, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 23, Distance: 88, Unit: 30m, Datetime: 2024-02-05T12:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T12:15:00\", \"steps\": 23, \"distance\": 88, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 48, Distance: 78, Unit: 30m, Datetime: 2024-02-05T11:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T11:30:00\", \"steps\": 48, \"distance\": 78, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 43, Distance: 41, Unit: 30m, Datetime: 2024-02-05T10:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T10:45:00\", \"steps\": 43, \"distance\": 41, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 81, Distance: 63, Unit: 30m, Datetime: 2024-02-05T10:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T10:00:00\", \"steps\": 81, \"distance\": 63, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 100, Distance: 53, Unit: 30m, Datetime: 2024-02-05T09:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T09:15:00\", \"steps\": 100, \"distance\": 53, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 35, Distance: 61, Unit: 30m, Datetime: 2024-02-05T08:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T08:30:00\", \"steps\": 35, \"distance\": 61, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 44, Distance: 74, Unit: 30m, Datetime: 2024-02-05T07:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T07:45:00\", \"steps\": 44, \"distance\": 74, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 50, Distance: 47, Unit: 30m, Datetime: 2024-02-05T07:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T07:00:00\", \"steps\": 50, \"distance\": 47, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 86, Distance: 63, Unit: 30m, Datetime: 2024-02-05T06:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T06:15:00\", \"steps\": 86, \"distance\": 63, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 39, Distance: 79, Unit: 30m, Datetime: 2024-02-05T05:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T05:30:00\", \"steps\": 39, \"distance\": 79, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 67, Distance: 52, Unit: 30m, Datetime: 2024-02-05T04:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T04:45:00\", \"steps\": 67, \"distance\": 52, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 87, Distance: 93, Unit: 30m, Datetime: 2024-02-05T04:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T04:00:00\", \"steps\": 87, \"distance\": 93, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 41, Distance: 44, Unit: 30m, Datetime: 2024-02-05T03:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T03:15:00\", \"steps\": 41, \"distance\": 44, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 33, Distance: 25, Unit: 30m, Datetime: 2024-02-05T02:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T02:30:00\", \"steps\": 33, \"distance\": 25, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 4, Distance: 60, Unit: 30m, Datetime: 2024-02-05T01:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T01:45:00\", \"steps\": 4, \"distance\": 60, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 7, Distance: 100, Unit: 30m, Datetime: 2024-02-05T01:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T01:00:00\", \"steps\": 7, \"distance\": 100, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 92, Distance: 37, Unit: 30m, Datetime: 2024-02-05T00:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T00:15:00\", \"steps\": 92, \"distance\": 37, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 23, Distance: 21, Unit: 30m, Datetime: 2024-02-04T23:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T23:30:00\", \"steps\": 23, \"distance\": 21, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 37, Distance: 60, Unit: 30m, Datetime: 2024-02-04T22:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T22:45:00\", \"steps\": 37, \"distance\": 60, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 94, Distance: 25, Unit: 30m, Datetime: 2024-02-04T22:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T22:00:00\", \"steps\": 94, \"distance\": 25, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 41, Distance: 98, Unit: 30m, Datetime: 2024-02-04T21:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T21:15:00\", \"steps\": 41, \"distance\": 98, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 90, Distance: 30, Unit: 30m, Datetime: 2024-02-04T20:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T20:30:00\", \"steps\": 90, \"distance\": 30, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 95, Distance: 8, Unit: 30m, Datetime: 2024-02-04T19:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T19:45:00\", \"steps\": 95, \"distance\": 8, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 86, Distance: 75, Unit: 30m, Datetime: 2024-02-04T19:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T19:00:00\", \"steps\": 86, \"distance\": 75, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 96, Distance: 14, Unit: 30m, Datetime: 2024-02-04T18:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T18:15:00\", \"steps\": 96, \"distance\": 14, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 92, Distance: 17, Unit: 30m, Datetime: 2024-02-04T17:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T17:30:00\", \"steps\": 92, \"distance\": 17, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 34, Distance: 88, Unit: 30m, Datetime: 2024-02-04T16:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T16:45:00\", \"steps\": 34, \"distance\": 88, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 2, Distance: 24, Unit: 30m, Datetime: 2024-02-04T16:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T16:00:00\", \"steps\": 2, \"distance\": 24, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 23, Distance: 70, Unit: 30m, Datetime: 2024-02-04T15:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T15:15:00\", \"steps\": 23, \"distance\": 70, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 67, Distance: 71, Unit: 30m, Datetime: 2024-02-04T14:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T14:30:00\", \"steps\": 67, \"distance\": 71, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 94, Distance: 49, Unit: 30m, Datetime: 2024-02-04T13:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T13:45:00\", \"steps\": 94, \"distance\": 49, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 79, Distance: 28, Unit: 30m, Datetime: 2024-02-04T13:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T13:00:00\", \"steps\": 79, \"distance\": 28, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 10, Distance: 71, Unit: 30m, Datetime: 2024-02-04T12:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T12:15:00\", \"steps\": 10, \"distance\": 71, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 4, Distance: 65, Unit: 30m, Datetime: 2024-02-04T11:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T11:30:00\", \"steps\": 4, \"distance\": 65, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 47, Distance: 99, Unit: 30m, Datetime: 2024-02-04T10:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T10:45:00\", \"steps\": 47, \"distance\": 99, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 33, Distance: 70, Unit: 30m, Datetime: 2024-02-04T10:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T10:00:00\", \"steps\": 33, \"distance\": 70, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 75, Distance: 96, Unit: 30m, Datetime: 2024-02-04T09:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T09:15:00\", \"steps\": 75, \"distance\": 96, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 24, Distance: 11, Unit: 30m, Datetime: 2024-02-04T08:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T08:30:00\", \"steps\": 24, \"distance\": 11, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 50, Distance: 95, Unit: 30m, Datetime: 2024-02-04T07:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T07:45:00\", \"steps\": 50, \"distance\": 95, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 48, Distance: 78, Unit: 30m, Datetime: 2024-02-04T07:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T07:00:00\", \"steps\": 48, \"distance\": 78, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 4, Distance: 71, Unit: 30m, Datetime: 2024-02-04T06:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T06:15:00\", \"steps\": 4, \"distance\": 71, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 62, Distance: 91, Unit: 30m, Datetime: 2024-02-04T05:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T05:30:00\", \"steps\": 62, \"distance\": 91, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 61, Distance: 75, Unit: 30m, Datetime: 2024-02-04T04:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T04:45:00\", \"steps\": 61, \"distance\": 75, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 92, Distance: 17, Unit: 30m, Datetime: 2024-02-04T04:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T04:00:00\", \"steps\": 92, \"distance\": 17, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 12, Distance: 19, Unit: 30m, Datetime: 2024-02-04T03:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T03:15:00\", \"steps\": 12, \"distance\": 19, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 54, Distance: 86, Unit: 30m, Datetime: 2024-02-04T02:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T02:30:00\", \"steps\": 54, \"distance\": 86, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 34, Distance: 60, Unit: 30m, Datetime: 2024-02-04T01:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T01:45:00\", \"steps\": 34, \"distance\": 60, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 74, Distance: 67, Unit: 30m, Datetime: 2024-02-04T01:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T01:00:00\", \"steps\": 74, \"distance\": 67, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 30, Distance: 59, Unit: 30m, Datetime: 2024-02-04T00:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T00:15:00\", \"steps\": 30, \"distance\": 59, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 84, Distance: 82, Unit: 30m, Datetime: 2024-02-03T23:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T23:30:00\", \"steps\": 84, \"distance\": 82, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 5, Distance: 40, Unit: 30m, Datetime: 2024-02-03T22:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T22:45:00\", \"steps\": 5, \"distance\": 40, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 61, Distance: 37, Unit: 30m, Datetime: 2024-02-03T22:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T22:00:00\", \"steps\": 61, \"distance\": 37, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 44, Distance: 7, Unit: 30m, Datetime: 2024-02-03T21:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T21:15:00\", \"steps\": 44, \"distance\": 7, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 79, Distance: 12, Unit: 30m, Datetime: 2024-02-03T20:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T20:30:00\", \"steps\": 79, \"distance\": 12, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 14, Distance: 78, Unit: 30m, Datetime: 2024-02-03T19:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T19:45:00\", \"steps\": 14, \"distance\": 78, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 0, Distance: 3, Unit: 30m, Datetime: 2024-02-03T19:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T19:00:00\", \"steps\": 0, \"distance\": 3, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 13, Distance: 26, Unit: 30m, Datetime: 2024-02-03T18:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T18:15:00\", \"steps\": 13, \"distance\": 26, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 90, Distance: 90, Unit: 30m, Datetime: 2024-02-03T17:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T17:30:00\", \"steps\": 90, \"distance\": 90, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 93, Distance: 46, Unit: 30m, Datetime: 2024-02-03T16:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T16:45:00\", \"steps\": 93, \"distance\": 46, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 98, Distance: 68, Unit: 30m, Datetime: 2024-02-03T16:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T16:00:00\", \"steps\": 98, \"distance\": 68, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 39, Distance: 46, Unit: 30m, Datetime: 2024-02-03T15:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T15:15:00\", \"steps\": 39, \"distance\": 46, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 3, Distance: 43, Unit: 30m, Datetime: 2024-02-03T14:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T14:30:00\", \"steps\": 3, \"distance\": 43, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 22, Distance: 66, Unit: 30m, Datetime: 2024-02-03T13:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T13:45:00\", \"steps\": 22, \"distance\": 66, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 34, Distance: 44, Unit: 30m, Datetime: 2024-02-03T13:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T13:00:00\", \"steps\": 34, \"distance\": 44, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 32, Distance: 41, Unit: 30m, Datetime: 2024-02-03T12:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T12:15:00\", \"steps\": 32, \"distance\": 41, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 48, Distance: 73, Unit: 30m, Datetime: 2024-02-03T11:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T11:30:00\", \"steps\": 48, \"distance\": 73, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 17, Distance: 14, Unit: 30m, Datetime: 2024-02-03T10:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T10:45:00\", \"steps\": 17, \"distance\": 14, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 3, Distance: 58, Unit: 30m, Datetime: 2024-02-03T10:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T10:00:00\", \"steps\": 3, \"distance\": 58, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 72, Distance: 36, Unit: 30m, Datetime: 2024-02-03T09:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T09:15:00\", \"steps\": 72, \"distance\": 36, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 19, Distance: 57, Unit: 30m, Datetime: 2024-02-03T08:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T08:30:00\", \"steps\": 19, \"distance\": 57, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 99, Distance: 79, Unit: 30m, Datetime: 2024-02-03T07:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T07:45:00\", \"steps\": 99, \"distance\": 79, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 34, Distance: 82, Unit: 30m, Datetime: 2024-02-03T07:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T07:00:00\", \"steps\": 34, \"distance\": 82, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 20, Distance: 12, Unit: 30m, Datetime: 2024-02-03T06:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T06:15:00\", \"steps\": 20, \"distance\": 12, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 82, Distance: 77, Unit: 30m, Datetime: 2024-02-03T05:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T05:30:00\", \"steps\": 82, \"distance\": 77, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 82, Distance: 27, Unit: 30m, Datetime: 2024-02-03T04:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T04:45:00\", \"steps\": 82, \"distance\": 27, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 51, Distance: 16, Unit: 30m, Datetime: 2024-02-03T04:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T04:00:00\", \"steps\": 51, \"distance\": 16, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 70, Distance: 93, Unit: 30m, Datetime: 2024-02-03T03:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T03:15:00\", \"steps\": 70, \"distance\": 93, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 38, Distance: 36, Unit: 30m, Datetime: 2024-02-03T02:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T02:30:00\", \"steps\": 38, \"distance\": 36, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 13, Distance: 85, Unit: 30m, Datetime: 2024-02-03T01:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T01:45:00\", \"steps\": 13, \"distance\": 85, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 1, Distance: 90, Unit: 30m, Datetime: 2024-02-03T01:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T01:00:00\", \"steps\": 1, \"distance\": 90, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 88, Distance: 80, Unit: 30m, Datetime: 2024-02-03T00:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T00:15:00\", \"steps\": 88, \"distance\": 80, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 71, Distance: 100, Unit: 30m, Datetime: 2024-02-02T23:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T23:30:00\", \"steps\": 71, \"distance\": 100, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 14, Distance: 65, Unit: 30m, Datetime: 2024-02-02T22:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T22:45:00\", \"steps\": 14, \"distance\": 65, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 86, Distance: 100, Unit: 30m, Datetime: 2024-02-02T22:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T22:00:00\", \"steps\": 86, \"distance\": 100, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 72, Distance: 81, Unit: 30m, Datetime: 2024-02-02T21:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T21:15:00\", \"steps\": 72, \"distance\": 81, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 4, Distance: 20, Unit: 30m, Datetime: 2024-02-02T20:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T20:30:00\", \"steps\": 4, \"distance\": 20, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 3, Distance: 87, Unit: 30m, Datetime: 2024-02-02T19:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T19:45:00\", \"steps\": 3, \"distance\": 87, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 0, Distance: 40, Unit: 30m, Datetime: 2024-02-02T19:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T19:00:00\", \"steps\": 0, \"distance\": 40, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 53, Distance: 83, Unit: 30m, Datetime: 2024-02-02T18:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T18:15:00\", \"steps\": 53, \"distance\": 83, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 75, Distance: 57, Unit: 30m, Datetime: 2024-02-02T17:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T17:30:00\", \"steps\": 75, \"distance\": 57, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 68, Distance: 87, Unit: 30m, Datetime: 2024-02-02T16:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T16:45:00\", \"steps\": 68, \"distance\": 87, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 74, Distance: 13, Unit: 30m, Datetime: 2024-02-02T16:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T16:00:00\", \"steps\": 74, \"distance\": 13, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 31, Distance: 91, Unit: 30m, Datetime: 2024-02-02T15:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T15:15:00\", \"steps\": 31, \"distance\": 91, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 68, Distance: 71, Unit: 30m, Datetime: 2024-02-02T14:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T14:30:00\", \"steps\": 68, \"distance\": 71, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 32, Distance: 3, Unit: 30m, Datetime: 2024-02-02T13:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T13:45:00\", \"steps\": 32, \"distance\": 3, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 34, Distance: 2, Unit: 30m, Datetime: 2024-02-02T13:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T13:00:00\", \"steps\": 34, \"distance\": 2, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 24, Distance: 0, Unit: 30m, Datetime: 2024-02-02T12:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T12:15:00\", \"steps\": 24, \"distance\": 0, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 74, Distance: 1, Unit: 30m, Datetime: 2024-02-02T11:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T11:30:00\", \"steps\": 74, \"distance\": 1, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 100, Distance: 28, Unit: 30m, Datetime: 2024-02-02T10:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T10:45:00\", \"steps\": 100, \"distance\": 28, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 13, Distance: 54, Unit: 30m, Datetime: 2024-02-02T10:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T10:00:00\", \"steps\": 13, \"distance\": 54, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 77, Distance: 45, Unit: 30m, Datetime: 2024-02-02T09:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T09:15:00\", \"steps\": 77, \"distance\": 45, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 1, Distance: 4, Unit: 30m, Datetime: 2024-02-02T08:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T08:30:00\", \"steps\": 1, \"distance\": 4, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 67, Distance: 99, Unit: 30m, Datetime: 2024-02-02T07:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T07:45:00\", \"steps\": 67, \"distance\": 99, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 73, Distance: 72, Unit: 30m, Datetime: 2024-02-02T07:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T07:00:00\", \"steps\": 73, \"distance\": 72, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 10, Distance: 52, Unit: 30m, Datetime: 2024-02-02T06:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T06:15:00\", \"steps\": 10, \"distance\": 52, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 31, Distance: 82, Unit: 30m, Datetime: 2024-02-02T05:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T05:30:00\", \"steps\": 31, \"distance\": 82, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 45, Distance: 29, Unit: 30m, Datetime: 2024-02-02T04:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T04:45:00\", \"steps\": 45, \"distance\": 29, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 0, Distance: 36, Unit: 30m, Datetime: 2024-02-02T04:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T04:00:00\", \"steps\": 0, \"distance\": 36, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 35, Distance: 75, Unit: 30m, Datetime: 2024-02-02T03:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T03:15:00\", \"steps\": 35, \"distance\": 75, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 34, Distance: 84, Unit: 30m, Datetime: 2024-02-02T02:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T02:30:00\", \"steps\": 34, \"distance\": 84, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 61, Distance: 15, Unit: 30m, Datetime: 2024-02-02T01:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T01:45:00\", \"steps\": 61, \"distance\": 15, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 97, Distance: 40, Unit: 30m, Datetime: 2024-02-02T01:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T01:00:00\", \"steps\": 97, \"distance\": 40, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 57, Distance: 6, Unit: 30m, Datetime: 2024-02-02T00:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T00:15:00\", \"steps\": 57, \"distance\": 6, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 47, Distance: 91, Unit: 30m, Datetime: 2024-02-01T23:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T23:30:00\", \"steps\": 47, \"distance\": 91, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 15, Distance: 73, Unit: 30m, Datetime: 2024-02-01T22:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T22:45:00\", \"steps\": 15, \"distance\": 73, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 19, Distance: 39, Unit: 30m, Datetime: 2024-02-01T22:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T22:00:00\", \"steps\": 19, \"distance\": 39, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 2, Distance: 24, Unit: 30m, Datetime: 2024-02-01T21:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T21:15:00\", \"steps\": 2, \"distance\": 24, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 48, Distance: 97, Unit: 30m, Datetime: 2024-02-01T20:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T20:30:00\", \"steps\": 48, \"distance\": 97, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 85, Distance: 34, Unit: 30m, Datetime: 2024-02-01T19:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T19:45:00\", \"steps\": 85, \"distance\": 34, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 8, Distance: 92, Unit: 30m, Datetime: 2024-02-01T19:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T19:00:00\", \"steps\": 8, \"distance\": 92, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 59, Distance: 100, Unit: 30m, Datetime: 2024-02-01T18:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T18:15:00\", \"steps\": 59, \"distance\": 100, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 7, Distance: 68, Unit: 30m, Datetime: 2024-02-01T17:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T17:30:00\", \"steps\": 7, \"distance\": 68, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 68, Distance: 0, Unit: 30m, Datetime: 2024-02-01T16:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T16:45:00\", \"steps\": 68, \"distance\": 0, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 55, Distance: 38, Unit: 30m, Datetime: 2024-02-01T16:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T16:00:00\", \"steps\": 55, \"distance\": 38, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 90, Distance: 2, Unit: 30m, Datetime: 2024-02-01T15:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T15:15:00\", \"steps\": 90, \"distance\": 2, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 3, Distance: 33, Unit: 30m, Datetime: 2024-02-01T14:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T14:30:00\", \"steps\": 3, \"distance\": 33, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 74, Distance: 21, Unit: 30m, Datetime: 2024-02-01T13:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T13:45:00\", \"steps\": 74, \"distance\": 21, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 78, Distance: 18, Unit: 30m, Datetime: 2024-02-01T13:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T13:00:00\", \"steps\": 78, \"distance\": 18, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 98, Distance: 100, Unit: 30m, Datetime: 2024-02-01T12:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T12:15:00\", \"steps\": 98, \"distance\": 100, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 64, Distance: 6, Unit: 30m, Datetime: 2024-02-01T11:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T11:30:00\", \"steps\": 64, \"distance\": 6, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 7, Distance: 70, Unit: 30m, Datetime: 2024-02-01T10:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T10:45:00\", \"steps\": 7, \"distance\": 70, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 66, Distance: 87, Unit: 30m, Datetime: 2024-02-01T10:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T10:00:00\", \"steps\": 66, \"distance\": 87, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 0, Distance: 38, Unit: 30m, Datetime: 2024-02-01T09:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T09:15:00\", \"steps\": 0, \"distance\": 38, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 44, Distance: 75, Unit: 30m, Datetime: 2024-02-01T08:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T08:30:00\", \"steps\": 44, \"distance\": 75, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 3, Distance: 69, Unit: 30m, Datetime: 2024-02-01T07:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T07:45:00\", \"steps\": 3, \"distance\": 69, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 22, Distance: 29, Unit: 30m, Datetime: 2024-02-01T07:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T07:00:00\", \"steps\": 22, \"distance\": 29, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 81, Distance: 84, Unit: 30m, Datetime: 2024-02-01T06:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T06:15:00\", \"steps\": 81, \"distance\": 84, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 54, Distance: 4, Unit: 30m, Datetime: 2024-02-01T05:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T05:30:00\", \"steps\": 54, \"distance\": 4, \"unit\": \"30m\"}\n",
      "Device Type: Steps: 21, Distance: 11, Unit: 30m, Datetime: 2024-02-01T04:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T04:45:00\", \"steps\": 21, \"distance\": 11, \"unit\": \"30m\"}\n"
     ]
    }
   ],
   "source": [
    "current_time = datetime.datetime.now()\n",
    "current_time -= datetime.timedelta(minutes=current_time.minute % 30, seconds=current_time.second, microseconds=current_time.microsecond)\n",
    "thirty_minutes = datetime.timedelta(minutes=45) # Round to the previous whole 30 minutes\n",
    "# Send pedometer measurements\n",
    "for i in range(300):\n",
    "    pm = PedometerMeasurement(random.randint(0, 100), random.randint(0, 100), current_time, oid)\n",
    "    print(pm)\n",
    "    current_time -= thirty_minutes\n",
    "    message = json.dumps(pm.__dict__)\n",
    "    print(message)\n",
    "    pedometer_device.send_message(message)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Device Type: Weight: 74.89430621515532, Unit: kg, Datetime: 2024-02-10T13:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T13:00:00\", \"weight\": 74.89430621515532, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.1919451188054, Unit: kg, Datetime: 2024-02-10T12:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T12:15:00\", \"weight\": 73.1919451188054, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 75.16944149054379, Unit: kg, Datetime: 2024-02-10T11:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T11:30:00\", \"weight\": 75.16944149054379, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 74.54281444323514, Unit: kg, Datetime: 2024-02-10T10:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T10:45:00\", \"weight\": 74.54281444323514, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 66.2383585589296, Unit: kg, Datetime: 2024-02-10T10:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T10:00:00\", \"weight\": 66.2383585589296, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 71.68863493440075, Unit: kg, Datetime: 2024-02-10T09:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T09:15:00\", \"weight\": 71.68863493440075, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.3308378567006, Unit: kg, Datetime: 2024-02-10T08:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T08:30:00\", \"weight\": 73.3308378567006, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 72.41265152351919, Unit: kg, Datetime: 2024-02-10T07:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T07:45:00\", \"weight\": 72.41265152351919, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 75.24382066159463, Unit: kg, Datetime: 2024-02-10T07:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T07:00:00\", \"weight\": 75.24382066159463, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 71.10380932175198, Unit: kg, Datetime: 2024-02-10T06:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T06:15:00\", \"weight\": 71.10380932175198, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 71.70441896198872, Unit: kg, Datetime: 2024-02-10T05:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T05:30:00\", \"weight\": 71.70441896198872, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 65.37423242250219, Unit: kg, Datetime: 2024-02-10T04:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T04:45:00\", \"weight\": 65.37423242250219, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 71.11193944788334, Unit: kg, Datetime: 2024-02-10T04:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T04:00:00\", \"weight\": 71.11193944788334, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 68.49750642020022, Unit: kg, Datetime: 2024-02-10T03:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T03:15:00\", \"weight\": 68.49750642020022, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.23909976526873, Unit: kg, Datetime: 2024-02-10T02:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T02:30:00\", \"weight\": 69.23909976526873, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 68.95256327478408, Unit: kg, Datetime: 2024-02-10T01:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T01:45:00\", \"weight\": 68.95256327478408, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 71.03024869332972, Unit: kg, Datetime: 2024-02-10T01:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T01:00:00\", \"weight\": 71.03024869332972, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 65.21525941483513, Unit: kg, Datetime: 2024-02-10T00:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-10T00:15:00\", \"weight\": 65.21525941483513, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 74.34195036898653, Unit: kg, Datetime: 2024-02-09T23:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T23:30:00\", \"weight\": 74.34195036898653, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 72.68649334129032, Unit: kg, Datetime: 2024-02-09T22:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T22:45:00\", \"weight\": 72.68649334129032, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 75.90806730908787, Unit: kg, Datetime: 2024-02-09T22:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T22:00:00\", \"weight\": 75.90806730908787, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.67009405141218, Unit: kg, Datetime: 2024-02-09T21:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T21:15:00\", \"weight\": 73.67009405141218, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 74.02839283049944, Unit: kg, Datetime: 2024-02-09T20:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T20:30:00\", \"weight\": 74.02839283049944, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.89689489642639, Unit: kg, Datetime: 2024-02-09T19:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T19:45:00\", \"weight\": 69.89689489642639, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 74.1361148565831, Unit: kg, Datetime: 2024-02-09T19:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T19:00:00\", \"weight\": 74.1361148565831, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 67.30064880217185, Unit: kg, Datetime: 2024-02-09T18:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T18:15:00\", \"weight\": 67.30064880217185, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 66.97608389098673, Unit: kg, Datetime: 2024-02-09T17:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T17:30:00\", \"weight\": 66.97608389098673, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 74.27680308000829, Unit: kg, Datetime: 2024-02-09T16:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T16:45:00\", \"weight\": 74.27680308000829, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 66.17536968266339, Unit: kg, Datetime: 2024-02-09T16:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T16:00:00\", \"weight\": 66.17536968266339, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.14770439957367, Unit: kg, Datetime: 2024-02-09T15:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T15:15:00\", \"weight\": 73.14770439957367, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 74.35937489340044, Unit: kg, Datetime: 2024-02-09T14:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T14:30:00\", \"weight\": 74.35937489340044, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 75.19404504163181, Unit: kg, Datetime: 2024-02-09T13:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T13:45:00\", \"weight\": 75.19404504163181, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.92582694565428, Unit: kg, Datetime: 2024-02-09T13:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T13:00:00\", \"weight\": 73.92582694565428, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 66.63712160181286, Unit: kg, Datetime: 2024-02-09T12:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T12:15:00\", \"weight\": 66.63712160181286, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 71.09279836827022, Unit: kg, Datetime: 2024-02-09T11:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T11:30:00\", \"weight\": 71.09279836827022, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 70.7016918757014, Unit: kg, Datetime: 2024-02-09T10:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T10:45:00\", \"weight\": 70.7016918757014, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 68.45061997543115, Unit: kg, Datetime: 2024-02-09T10:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T10:00:00\", \"weight\": 68.45061997543115, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 74.66385561002278, Unit: kg, Datetime: 2024-02-09T09:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T09:15:00\", \"weight\": 74.66385561002278, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 75.34097588716264, Unit: kg, Datetime: 2024-02-09T08:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T08:30:00\", \"weight\": 75.34097588716264, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.58812958221081, Unit: kg, Datetime: 2024-02-09T07:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T07:45:00\", \"weight\": 73.58812958221081, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.36706235757919, Unit: kg, Datetime: 2024-02-09T07:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T07:00:00\", \"weight\": 69.36706235757919, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 71.23715474063683, Unit: kg, Datetime: 2024-02-09T06:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T06:15:00\", \"weight\": 71.23715474063683, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 66.52500450931996, Unit: kg, Datetime: 2024-02-09T05:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T05:30:00\", \"weight\": 66.52500450931996, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 75.36930471309407, Unit: kg, Datetime: 2024-02-09T04:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T04:45:00\", \"weight\": 75.36930471309407, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 71.90414609827262, Unit: kg, Datetime: 2024-02-09T04:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T04:00:00\", \"weight\": 71.90414609827262, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.19862641529706, Unit: kg, Datetime: 2024-02-09T03:15:00\n",
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      "Device Type: Weight: 67.18968563261252, Unit: kg, Datetime: 2024-02-09T02:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T02:30:00\", \"weight\": 67.18968563261252, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T01:45:00\", \"weight\": 74.49967811057145, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 67.09546160196327, Unit: kg, Datetime: 2024-02-09T01:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T01:00:00\", \"weight\": 67.09546160196327, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.2916445567415, Unit: kg, Datetime: 2024-02-09T00:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-09T00:15:00\", \"weight\": 73.2916445567415, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T23:30:00\", \"weight\": 66.51467216225306, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T22:45:00\", \"weight\": 73.55203435627129, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T22:00:00\", \"weight\": 68.32017221413936, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T21:15:00\", \"weight\": 65.89787823492289, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.01680513852793, Unit: kg, Datetime: 2024-02-08T20:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T20:30:00\", \"weight\": 69.01680513852793, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T19:45:00\", \"weight\": 73.39200677450441, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T19:00:00\", \"weight\": 74.82894417649283, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T18:15:00\", \"weight\": 66.49634410028949, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T17:30:00\", \"weight\": 66.30731151416215, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T16:45:00\", \"weight\": 69.86480070456143, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T16:00:00\", \"weight\": 71.68734311711019, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T15:15:00\", \"weight\": 65.37410712754924, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T14:30:00\", \"weight\": 72.00017032608753, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T13:45:00\", \"weight\": 70.34873776260311, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T13:00:00\", \"weight\": 65.72060122369028, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T12:15:00\", \"weight\": 67.17762241570033, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T11:30:00\", \"weight\": 72.08635450429168, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T10:45:00\", \"weight\": 74.3422220496998, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T10:00:00\", \"weight\": 67.26463529215522, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T09:15:00\", \"weight\": 75.04075741544534, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T08:30:00\", \"weight\": 70.11898011059664, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T07:45:00\", \"weight\": 74.37283757080003, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T07:00:00\", \"weight\": 65.74022156224288, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T06:15:00\", \"weight\": 65.45147263773573, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T05:30:00\", \"weight\": 73.53231292313292, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T04:45:00\", \"weight\": 74.49034198012893, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T04:00:00\", \"weight\": 66.9361943794262, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 68.90187349676579, Unit: kg, Datetime: 2024-02-08T03:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T03:15:00\", \"weight\": 68.90187349676579, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T02:30:00\", \"weight\": 70.00226494171271, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T01:45:00\", \"weight\": 72.62421615490199, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T01:00:00\", \"weight\": 74.46491086734345, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-08T00:15:00\", \"weight\": 67.73938685887772, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T23:30:00\", \"weight\": 73.15467574835532, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T22:45:00\", \"weight\": 73.45298114418125, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T22:00:00\", \"weight\": 69.37115015064556, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T21:15:00\", \"weight\": 75.4652378510493, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T20:30:00\", \"weight\": 74.03798316196502, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T19:45:00\", \"weight\": 65.09840420526511, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T19:00:00\", \"weight\": 65.22510402489839, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T18:15:00\", \"weight\": 70.06454464368393, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-07T16:00:00\", \"weight\": 72.4961029085966, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T08:30:00\", \"weight\": 68.54279583202579, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 66.81080485606313, Unit: kg, Datetime: 2024-02-06T07:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T07:45:00\", \"weight\": 66.81080485606313, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 74.4692599882242, Unit: kg, Datetime: 2024-02-06T07:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T07:00:00\", \"weight\": 74.4692599882242, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 75.05075066160073, Unit: kg, Datetime: 2024-02-06T06:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T06:15:00\", \"weight\": 75.05075066160073, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 71.61985985727817, Unit: kg, Datetime: 2024-02-06T05:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T05:30:00\", \"weight\": 71.61985985727817, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 68.42453182187, Unit: kg, Datetime: 2024-02-06T04:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T04:45:00\", \"weight\": 68.42453182187, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 67.96571536891301, Unit: kg, Datetime: 2024-02-06T04:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T04:00:00\", \"weight\": 67.96571536891301, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.33557476236533, Unit: kg, Datetime: 2024-02-06T03:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T03:15:00\", \"weight\": 73.33557476236533, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 65.03903616477946, Unit: kg, Datetime: 2024-02-06T02:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T02:30:00\", \"weight\": 65.03903616477946, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.04253943756802, Unit: kg, Datetime: 2024-02-06T01:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T01:45:00\", \"weight\": 73.04253943756802, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 65.9664469007068, Unit: kg, Datetime: 2024-02-06T01:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T01:00:00\", \"weight\": 65.9664469007068, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.00233433619073, Unit: kg, Datetime: 2024-02-06T00:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-06T00:15:00\", \"weight\": 69.00233433619073, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 67.46674064926471, Unit: kg, Datetime: 2024-02-05T23:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T23:30:00\", \"weight\": 67.46674064926471, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 71.58811498518322, Unit: kg, Datetime: 2024-02-05T22:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T22:45:00\", \"weight\": 71.58811498518322, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.02625081892559, Unit: kg, Datetime: 2024-02-05T22:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T22:00:00\", \"weight\": 69.02625081892559, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 68.4318560737785, Unit: kg, Datetime: 2024-02-05T21:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T21:15:00\", \"weight\": 68.4318560737785, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 74.36046796273021, Unit: kg, Datetime: 2024-02-05T20:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T20:30:00\", \"weight\": 74.36046796273021, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T19:45:00\", \"weight\": 72.75928328336212, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.7051045109822, Unit: kg, Datetime: 2024-02-05T19:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T19:00:00\", \"weight\": 73.7051045109822, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 75.93456093396826, Unit: kg, Datetime: 2024-02-05T18:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T18:15:00\", \"weight\": 75.93456093396826, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.04250026081026, Unit: kg, Datetime: 2024-02-05T17:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T17:30:00\", \"weight\": 69.04250026081026, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 66.48291462003988, Unit: kg, Datetime: 2024-02-05T16:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T16:45:00\", \"weight\": 66.48291462003988, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 75.60689669145219, Unit: kg, Datetime: 2024-02-05T16:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T16:00:00\", \"weight\": 75.60689669145219, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 71.37987532645295, Unit: kg, Datetime: 2024-02-05T15:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T15:15:00\", \"weight\": 71.37987532645295, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T14:30:00\", \"weight\": 67.45266410350371, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T13:45:00\", \"weight\": 66.69095222989957, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 71.0817896391309, Unit: kg, Datetime: 2024-02-05T13:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T13:00:00\", \"weight\": 71.0817896391309, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T12:15:00\", \"weight\": 67.6063157931495, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T11:30:00\", \"weight\": 66.72478086618582, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T10:45:00\", \"weight\": 74.24779124213568, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T10:00:00\", \"weight\": 75.26307515896639, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.83931840116117, Unit: kg, Datetime: 2024-02-05T09:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T09:15:00\", \"weight\": 73.83931840116117, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T08:30:00\", \"weight\": 75.64943789811797, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T07:45:00\", \"weight\": 68.11824469089262, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T07:00:00\", \"weight\": 74.10644906300358, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T06:15:00\", \"weight\": 67.29700086023635, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T05:30:00\", \"weight\": 71.62031808476173, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T04:45:00\", \"weight\": 75.18933248800168, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T04:00:00\", \"weight\": 71.00413656615062, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T03:15:00\", \"weight\": 67.0144085314721, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T02:30:00\", \"weight\": 74.9672399096779, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T01:45:00\", \"weight\": 70.36975214924729, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T01:00:00\", \"weight\": 73.7196955787911, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-05T00:15:00\", \"weight\": 67.16907429924574, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T23:30:00\", \"weight\": 73.43713131002241, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T22:45:00\", \"weight\": 70.76370366508456, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T21:15:00\", \"weight\": 66.96369371342917, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T20:30:00\", \"weight\": 71.65778932808823, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T19:45:00\", \"weight\": 69.52674724731823, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T15:15:00\", \"weight\": 72.97345316364839, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T13:00:00\", \"weight\": 68.55626530130655, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-04T00:15:00\", \"weight\": 75.3629915617182, \"unit\": \"kg\"}\n",
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      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T15:15:00\", \"weight\": 68.5889841249679, \"unit\": \"kg\"}\n",
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      "Device Type: Weight: 66.87233920662538, Unit: kg, Datetime: 2024-02-03T13:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T13:00:00\", \"weight\": 66.87233920662538, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.73854345676541, Unit: kg, Datetime: 2024-02-03T12:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T12:15:00\", \"weight\": 69.73854345676541, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 71.48314397540362, Unit: kg, Datetime: 2024-02-03T11:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T11:30:00\", \"weight\": 71.48314397540362, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 65.78922521912354, Unit: kg, Datetime: 2024-02-03T10:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T10:45:00\", \"weight\": 65.78922521912354, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 72.30816395003566, Unit: kg, Datetime: 2024-02-03T10:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T10:00:00\", \"weight\": 72.30816395003566, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.04096825612757, Unit: kg, Datetime: 2024-02-03T09:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T09:15:00\", \"weight\": 69.04096825612757, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.39819658548328, Unit: kg, Datetime: 2024-02-03T08:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T08:30:00\", \"weight\": 73.39819658548328, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 72.8384333889738, Unit: kg, Datetime: 2024-02-03T07:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T07:45:00\", \"weight\": 72.8384333889738, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.46251538072924, Unit: kg, Datetime: 2024-02-03T07:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T07:00:00\", \"weight\": 69.46251538072924, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 71.08143041376509, Unit: kg, Datetime: 2024-02-03T06:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T06:15:00\", \"weight\": 71.08143041376509, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 67.36335191932997, Unit: kg, Datetime: 2024-02-03T05:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T05:30:00\", \"weight\": 67.36335191932997, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 74.68920181115949, Unit: kg, Datetime: 2024-02-03T04:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T04:45:00\", \"weight\": 74.68920181115949, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 68.49419880944194, Unit: kg, Datetime: 2024-02-03T04:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T04:00:00\", \"weight\": 68.49419880944194, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 72.99863819398833, Unit: kg, Datetime: 2024-02-03T03:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T03:15:00\", \"weight\": 72.99863819398833, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 72.69703381986768, Unit: kg, Datetime: 2024-02-03T02:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T02:30:00\", \"weight\": 72.69703381986768, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 65.22579368663347, Unit: kg, Datetime: 2024-02-03T01:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T01:45:00\", \"weight\": 65.22579368663347, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 75.90311922182397, Unit: kg, Datetime: 2024-02-03T01:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T01:00:00\", \"weight\": 75.90311922182397, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 66.94694330583616, Unit: kg, Datetime: 2024-02-03T00:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-03T00:15:00\", \"weight\": 66.94694330583616, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.23632129530468, Unit: kg, Datetime: 2024-02-02T23:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T23:30:00\", \"weight\": 73.23632129530468, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 66.64641364044135, Unit: kg, Datetime: 2024-02-02T22:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T22:45:00\", \"weight\": 66.64641364044135, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 75.23331319806496, Unit: kg, Datetime: 2024-02-02T22:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T22:00:00\", \"weight\": 75.23331319806496, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.56821628231957, Unit: kg, Datetime: 2024-02-02T21:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T21:15:00\", \"weight\": 69.56821628231957, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 66.29030443633704, Unit: kg, Datetime: 2024-02-02T20:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T20:30:00\", \"weight\": 66.29030443633704, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 67.43898975067029, Unit: kg, Datetime: 2024-02-02T19:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T19:45:00\", \"weight\": 67.43898975067029, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.30296331254242, Unit: kg, Datetime: 2024-02-02T19:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T19:00:00\", \"weight\": 73.30296331254242, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 66.2902099204339, Unit: kg, Datetime: 2024-02-02T18:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T18:15:00\", \"weight\": 66.2902099204339, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.51616055430696, Unit: kg, Datetime: 2024-02-02T17:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T17:30:00\", \"weight\": 69.51616055430696, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.61702940901614, Unit: kg, Datetime: 2024-02-02T16:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T16:45:00\", \"weight\": 69.61702940901614, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 68.21184221656814, Unit: kg, Datetime: 2024-02-02T16:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T16:00:00\", \"weight\": 68.21184221656814, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.7378271919576, Unit: kg, Datetime: 2024-02-02T15:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T15:15:00\", \"weight\": 73.7378271919576, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 68.4103255035063, Unit: kg, Datetime: 2024-02-02T14:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T14:30:00\", \"weight\": 68.4103255035063, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 70.88956208417143, Unit: kg, Datetime: 2024-02-02T13:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T13:45:00\", \"weight\": 70.88956208417143, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 70.43449563611239, Unit: kg, Datetime: 2024-02-02T13:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T13:00:00\", \"weight\": 70.43449563611239, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 67.58733969542257, Unit: kg, Datetime: 2024-02-02T12:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T12:15:00\", \"weight\": 67.58733969542257, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.27052094781459, Unit: kg, Datetime: 2024-02-02T11:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T11:30:00\", \"weight\": 69.27052094781459, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 66.35577391880773, Unit: kg, Datetime: 2024-02-02T10:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T10:45:00\", \"weight\": 66.35577391880773, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 75.76260277317485, Unit: kg, Datetime: 2024-02-02T10:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T10:00:00\", \"weight\": 75.76260277317485, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.16869168816775, Unit: kg, Datetime: 2024-02-02T09:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T09:15:00\", \"weight\": 73.16869168816775, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 68.07198669621799, Unit: kg, Datetime: 2024-02-02T08:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T08:30:00\", \"weight\": 68.07198669621799, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.57940093102223, Unit: kg, Datetime: 2024-02-02T07:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T07:45:00\", \"weight\": 73.57940093102223, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.0915945556477, Unit: kg, Datetime: 2024-02-02T07:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T07:00:00\", \"weight\": 69.0915945556477, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 68.10763249801079, Unit: kg, Datetime: 2024-02-02T06:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T06:15:00\", \"weight\": 68.10763249801079, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.09680873937519, Unit: kg, Datetime: 2024-02-02T05:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T05:30:00\", \"weight\": 69.09680873937519, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 65.75375465283062, Unit: kg, Datetime: 2024-02-02T04:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T04:45:00\", \"weight\": 65.75375465283062, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.23650956951283, Unit: kg, Datetime: 2024-02-02T04:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T04:00:00\", \"weight\": 69.23650956951283, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 66.95397002146105, Unit: kg, Datetime: 2024-02-02T03:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T03:15:00\", \"weight\": 66.95397002146105, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 66.56602241590451, Unit: kg, Datetime: 2024-02-02T02:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T02:30:00\", \"weight\": 66.56602241590451, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 74.72065496515515, Unit: kg, Datetime: 2024-02-02T01:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T01:45:00\", \"weight\": 74.72065496515515, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.77248950984597, Unit: kg, Datetime: 2024-02-02T01:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T01:00:00\", \"weight\": 73.77248950984597, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.00128544085499, Unit: kg, Datetime: 2024-02-02T00:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-02T00:15:00\", \"weight\": 69.00128544085499, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 67.18571673062365, Unit: kg, Datetime: 2024-02-01T23:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T23:30:00\", \"weight\": 67.18571673062365, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 72.77234312499927, Unit: kg, Datetime: 2024-02-01T22:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T22:45:00\", \"weight\": 72.77234312499927, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 71.39162429475374, Unit: kg, Datetime: 2024-02-01T22:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T22:00:00\", \"weight\": 71.39162429475374, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 68.28773280770397, Unit: kg, Datetime: 2024-02-01T21:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T21:15:00\", \"weight\": 68.28773280770397, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.41601543422854, Unit: kg, Datetime: 2024-02-01T20:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T20:30:00\", \"weight\": 73.41601543422854, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 74.62650488477064, Unit: kg, Datetime: 2024-02-01T19:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T19:45:00\", \"weight\": 74.62650488477064, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 74.66768852522502, Unit: kg, Datetime: 2024-02-01T19:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T19:00:00\", \"weight\": 74.66768852522502, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.7239630633314, Unit: kg, Datetime: 2024-02-01T18:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T18:15:00\", \"weight\": 73.7239630633314, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 75.65913473224118, Unit: kg, Datetime: 2024-02-01T17:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T17:30:00\", \"weight\": 75.65913473224118, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 66.88509344490042, Unit: kg, Datetime: 2024-02-01T16:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T16:45:00\", \"weight\": 66.88509344490042, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 72.37009795837193, Unit: kg, Datetime: 2024-02-01T16:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T16:00:00\", \"weight\": 72.37009795837193, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 74.59072765092193, Unit: kg, Datetime: 2024-02-01T15:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T15:15:00\", \"weight\": 74.59072765092193, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 65.22852327417037, Unit: kg, Datetime: 2024-02-01T14:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T14:30:00\", \"weight\": 65.22852327417037, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 75.82937426728861, Unit: kg, Datetime: 2024-02-01T13:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T13:45:00\", \"weight\": 75.82937426728861, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 68.64339167287211, Unit: kg, Datetime: 2024-02-01T13:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T13:00:00\", \"weight\": 68.64339167287211, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.34750672888582, Unit: kg, Datetime: 2024-02-01T12:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T12:15:00\", \"weight\": 73.34750672888582, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 68.40177387832885, Unit: kg, Datetime: 2024-02-01T11:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T11:30:00\", \"weight\": 68.40177387832885, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 75.06945540939158, Unit: kg, Datetime: 2024-02-01T10:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T10:45:00\", \"weight\": 75.06945540939158, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 66.4594028075908, Unit: kg, Datetime: 2024-02-01T10:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T10:00:00\", \"weight\": 66.4594028075908, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.68880106480101, Unit: kg, Datetime: 2024-02-01T09:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T09:15:00\", \"weight\": 69.68880106480101, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 66.33632268327761, Unit: kg, Datetime: 2024-02-01T08:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T08:30:00\", \"weight\": 66.33632268327761, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 73.14576241511165, Unit: kg, Datetime: 2024-02-01T07:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T07:45:00\", \"weight\": 73.14576241511165, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 72.28016033554762, Unit: kg, Datetime: 2024-02-01T07:00:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T07:00:00\", \"weight\": 72.28016033554762, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 65.39166864353322, Unit: kg, Datetime: 2024-02-01T06:15:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T06:15:00\", \"weight\": 65.39166864353322, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 69.71455540927322, Unit: kg, Datetime: 2024-02-01T05:30:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T05:30:00\", \"weight\": 69.71455540927322, \"unit\": \"kg\"}\n",
      "Device Type: Weight: 65.25314992879166, Unit: kg, Datetime: 2024-02-01T04:45:00\n",
      "{\"oid\": \"XYZ\", \"datetime\": \"2024-02-01T04:45:00\", \"weight\": 65.25314992879166, \"unit\": \"kg\"}\n"
     ]
    }
   ],
   "source": [
    "current_time = datetime.datetime.now()\n",
    "current_time -= datetime.timedelta(minutes=current_time.minute % 30, seconds=current_time.second, microseconds=current_time.microsecond)\n",
    "thirty_minutes = datetime.timedelta(minutes=45) # Round to the previous whole 30 minutes\n",
    "# Send pedometer measurements\n",
    "for i in range(300):\n",
    "    pm = ScaleMeasurement(random.randint(65, 75) + random.random(), current_time, oid)\n",
    "    print(pm)\n",
    "    current_time -= thirty_minutes\n",
    "    message = json.dumps(pm.__dict__)\n",
    "    print(message)\n",
    "    scale_device.send_message(message)"
   ]
  }
 ],
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