How to create a SQLite database of UK power outages using sqlite-utils

UK power outages.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "incidents = requests.get(\"https://www.ukpowernetworks.co.uk/Incidents/GetIncidents\").json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys(['Incidents', 'TwitterFeeds', 'PollingInterval', 'ServiceDown', 'IsCached'])"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "incidents.keys()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'PanelContentUrl': '/power-cut/map/unplanned?incidentId=INCD-36248-C',\n",
       " 'PowerCutType': 'Unplanned',\n",
       " 'PostcodesRemaining': [],\n",
       " 'PostcodeData': [],\n",
       " 'ServiceDown': False}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "incidents['Incidents'][0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "base = 'https://www.ukpowernetworks.co.uk'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "def fix_incident(incident):\n",
    "    return {\n",
    "        \"url\": base + incident[\"PanelContentUrl\"],\n",
    "        \"postcode\": incident[\"PostcodeData\"][0][\"Postcode\"],\n",
    "        \"latitude\": incident[\"PostcodeData\"][0][\"Center\"][\"lat\"],\n",
    "        \"longitude\": incident[\"PostcodeData\"][0][\"Center\"][\"lng\"],\n",
    "        \"service_down\": incident[\"ServiceDown\"],\n",
    "        \"type\": incident[\"PowerCutType\"],\n",
    "    }"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'url': 'https://www.ukpowernetworks.co.uk/power-cut/map/unplanned?incidentId=INCD-238340-J',\n",
       " 'postcode': 'DA14 4',\n",
       " 'latitude': 51.43033,\n",
       " 'longitude': 0.11887,\n",
       " 'service_down': False,\n",
       " 'type': 'Unplanned'}"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fix_incident(incidents['Incidents'][1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sqlite_utils"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "db = sqlite_utils.Database(\"/tmp/power.db\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Table incidents (url, postcode, latitude, longitude, service_down, type)>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "db[\"incidents\"].insert_all(\n",
    "    fix_incident(incident) for incident in incidents[\"Incidents\"] if incident[\"PostcodeData\"]\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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