{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "from pymongo import MongoClient\n",
    "import pandas as pd\n",
    "import json\n",
    "from bson.json_util import dumps\n",
    "from pandas.io.json import json_normalize"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "ip = '127.0.0.1'\n",
    "port = 27017\n",
    "client = MongoClient(ip, port)\n",
    "db = client['Vulnerabilities']\n",
    "joinedVulnerabilitiesDateFormat = db['Vulnerabilities']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def getImpact():\n",
    "            return joinedVulnerabilitiesDateFormat.aggregate([\n",
    "            { \"$project\" : \n",
    "                { \n",
    "                    \"_id\" : 0,\n",
    "                    \"CVE-ID\" : \"$cveId\",\n",
    "                    \"integrityImpact\" : \"$webScrapingInformation.cvssScoreCVED.integrityImpact\",\n",
    "                    \"availabilityImpact\" : \"$webScrapingInformation.cvssScoreCVED.availabilityImpact\",\n",
    "                    \"confidentialityImpact\": \"$webScrapingInformation.cvssScoreCVED.confidentialityImpact\",\n",
    "                    \"accessComplexity\" :\"$webScrapingInformation.cvssScoreCVED.accessComplexity\"\n",
    "            \n",
    "                }\n",
    "            }])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "MongoResponse = getImpact()\n",
    "dataFromMongoResponse = json.loads(dumps(MongoResponse))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "with open(\"impactRelationEMSE.json\", \"w\") as fp:\n",
    "        json.dump(dataFromMongoResponse, fp)"
   ]
  }
 ],
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