{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "running-darwin", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "fc9c348988ec4ce0874decc937da8078", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Text(value='esp32_1', description='Serial:', placeholder='Type something')" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "fcc822c898014962804e2fa52d397b5e", "version_major": 2, "version_minor": 0 }, "text/plain": [ "DatePicker(value=datetime.date(2021, 3, 25), description='From Date')" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "fe9cfdeb23104476a3bbc9afaeaf9838", "version_major": 2, "version_minor": 0 }, "text/plain": [ "DatePicker(value=datetime.date(2021, 3, 26), description='To Date')" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# -*- coding: utf-8 -*-\n", "# vim: tabstop=4 shiftwidth=4 softtabstop=4\n", "#\n", "# BITE - A Basic/IoT/Example\n", "# Copyright (C) 2020-2021 Daniele ViganĂ² \n", "#\n", "# BITE is free software: you can redistribute it and/or modify\n", "# it under the terms of the GNU Affero General Public License as published by\n", "# the Free Software Foundation, either version 3 of the License, or\n", "# (at your option) any later version.\n", "#\n", "# BITE is distributed in the hope that it will be useful,\n", "# but WITHOUT ANY WARRANTY; without even the implied warranty of\n", "# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n", "# GNU Affero General Public License for more details.\n", "#\n", "# You should have received a copy of the GNU Affero General Public License\n", "# along with this program. If not, see .\n", "\n", "import requests\n", "import pandas as pd\n", "import ipywidgets as widgets\n", "import plotly.graph_objects as go\n", "\n", "from IPython.display import display\n", "\n", "from datetime import date, timedelta\n", "\n", "serial = widgets.Text(\n", " value='esp32_1',\n", " placeholder='Type something',\n", " description='Serial:',\n", " disabled=False\n", ")\n", "date_from = widgets.DatePicker(\n", " description='From Date',\n", " disabled=False,\n", " value=date.today()\n", ")\n", "date_to = widgets.DatePicker(\n", " description='To Date',\n", " disabled=False,\n", " value=date.today() + timedelta(days=1)\n", ")\n", "display(serial)\n", "display(date_from)\n", "display(date_to)" ] }, { "cell_type": "code", "execution_count": 2, "id": "designing-milwaukee", "metadata": {}, "outputs": [], "source": [ "try:\n", " r = requests.get(\"http://localhost/telemetry/{serial}/{date_from}/{date_to}/\".format(\n", " serial=serial.value,\n", " date_from=date_from.value,\n", " date_to=date_to.value\n", " ))\n", " data = r.json()\n", "except requests.exceptions.RequestException as e:\n", " raise SystemExit(e)\n", "\n", "df = pd.json_normalize(data)\n", "index = pd.to_datetime(df['time'])\n", "df = df.set_index(index)\n", "df = df.resample('5min').agg(['min', 'max', 'mean'])" ] }, { "cell_type": "code", "execution_count": 3, "id": "related-place", "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "showlegend": false, "type": "scatter", "x": [ "2021-03-24T17:15:00+00:00", "2021-03-24T17:20:00+00:00", "2021-03-24T17:25:00+00:00", "2021-03-24T17:30:00+00:00", "2021-03-24T17:35:00+00:00", "2021-03-24T17:40:00+00:00", "2021-03-24T17:45:00+00:00", "2021-03-24T17:50:00+00:00", "2021-03-24T17:55:00+00:00", "2021-03-24T18:00:00+00:00", "2021-03-24T18:05:00+00:00", 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