First Commit: simple anomaly detection

notebooks/read_influxdb_data.ipynb

@@ -0,0 +1,66 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## import data from InfluxDB\n",
+    "\n",
+    "Note: you must run `influxd` in your terminal"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from influxdb import InfluxDBClient\n",
+    "import pandas as pd\n",
+    "\n",
+    "client = InfluxDBClient(host='localhost', port=8086)\n",
+    "\n",
+    "client.switch_database('ISS')\n",
+    "\n",
+    "query = \"SELECT * FROM \\\"EP_Battery.Thing_HMD8310\\\"\"\n",
+    "\n",
+    "result = client.query(query)\n",
+    "\n",
+    "points = list(result.get_points())\n",
+    "\n",
+    "df = pd.DataFrame(points)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df.to_csv('output.csv')"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.12"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}