source: src/django_gheat/gheat/management/commands/import_datafile.py@ 9626

#!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Script for importing various stumble files in a modular fasion:
# - .ns1 (Netstumber)
# - .gpsxml .netxml (Kismet)
# - DroidStumbler-*.csv (DroidStumber)
#
# Rick van der Zwet <info@rickvanderzwet.nl>
#
from django.core.management.base import BaseCommand,CommandError
from django.db.utils import IntegrityError
from optparse import OptionParser, make_option
from gheat.models import *
from lxml import etree
import datetime
import gzip
import os
import sys
import logging

from collections import defaultdict

import netstumbler
import kismet
import droidstumbler

logger = logging.getLogger(__name__)
logger.setLevel(logging.INFO)

# Open files for reading
def open_file(file):
 if file.endswith('.gz'):
   return gzip.open(file,'rb')
 else:
  return open(file,'rb')

# Prefix/Suffix removal
valid_prefixes = ['DroidStumbler-', 'Kismet-','ScanResult-']
def strip_prefix(filename):
  for prefix in valid_prefixes:
    if filename.startswith(prefix):
      filename = filename[len(prefix):]
  return filename
valid_suffixes = ['.gz', '.gpsxml', '.netxml', '.csv', '.ns1']
def strip_suffix(filename):
  for suffix in valid_suffixes:
    if filename.endswith(suffix):
      filename = filename[:-len(suffix)]
  return filename
def strip_file(filename):
  return strip_suffix(strip_prefix(filename))


def import_accespoints(ap_pool, counters):
  # Determine which Accespoints to add
  bssid_list_present = Accespoint.objects.filter(mac__in=ap_pool.keys()).\
    values_list('mac', flat=True)
  bssid_list_insert = set(ap_pool.keys()) - set(bssid_list_present)

  # Create a bulk import list and import
  if bssid_list_insert:
    sql_values = []
    for bssid in bssid_list_insert:
      ssid, encryption = ap_pool[bssid]
      # Special trick in SSID ts avoid escaping in later stage
      item = str((bssid.upper(),ssid.replace('%','%%'),encryption,
        get_organization_id_by_ssid(ssid)))
      sql_values.append(item)
    counters['ap_added'] = bulk_sql('gheat_accespoint (`mac`, `ssid`,\
      `encryptie`, `organization_id`)',sql_values)
  return counters



def import_metingen(meetrondje, meting_pool, counters):
  # Temponary holders
  bssid_failed = defaultdict(int)

  bssid_list = [x[0] for x in meting_pool.keys()]
  # Build mapping for meting import
  mac2id = {}
  for mac,id in Accespoint.objects.filter(mac__in=bssid_list).\
    values_list('mac','id'):
    mac2id[mac] = int(id)

  clients = {}
  for mac in WirelessClient.objects.filter(mac__in=bssid_list).\
    values_list('mac',flat=True):
    clients[mac] = True

  sql_values = []
  for (bssid,lat,lon),signals in meting_pool.iteritems():
    if clients.has_key(bssid):
      counters['meting_ignored'] += len(signals)
    elif not mac2id.has_key(bssid):
      counters['meting_failed'] += len(signals)
      bssid_failed[bssid] += len(signals)
    else:
      item = str((int(meetrondje.id),mac2id[bssid],float(lat),\
        float(lon),max(signals)))
      sql_values.append(item)

  for bssid,count in sorted(bssid_failed.items(),
      key=lambda item: item[1], reverse=True):
    logger.debug("Missing BSSID %s found %3s times", bssid, count)

  if sql_values:
    counters['meting_added'] = bulk_sql('gheat_meting (`meetrondje_id`,\
      `accespoint_id`, `lat`, `lng`, `signaal`)',sql_values)
  return counters


def import_clients(client_pool, counters):
  # Determine which Wireless Clients to add
  bssid_list_present = WirelessClient.objects.filter(mac__in=client_pool.keys()).values_list('mac', flat=True)
  bssid_list_insert = set(client_pool.keys()) - set(bssid_list_present)

  # Create a bulk import list and import
  if bssid_list_insert:
    sql_values = []
    for bssid in bssid_list_insert:
      sql_values.append("('%s')" % bssid.upper())
    counters['client_added'] = bulk_sql('gheat_wirelessclient (`mac`)',sql_values)

  return counters





class Command(BaseCommand):
  args = '<netstumber.ns1>[.gz] [netstumber2.ns1[.gz]  netstumber3.ns1[.gz] ...]'
  option_list = BaseCommand.option_list + (
    make_option('-k', '--kaart', dest='kaart', default='onbekend', 
      help="Kaart gebruikt"),
    make_option('-m', '--meetrondje', dest='meetrondje', default=None),
    make_option('-g', '--gebruiker', dest='gebruiker', default='username',
      help='Naam van de persoon die de meting uitgevoerd heeft'),
    make_option('-e', '--email', dest='email', default='foo@bar.org',
      help='Email van de persoon die de meting uitgevoerd heeft'),
    make_option('-d', '--datum', dest='datum', default=None,
      help="Provide date in following format: '%Y%m%d-%H-%M-%S-1', by \
      default it will be generated from the filename"),
  )

  def handle(self, *args, **options):
    if options['verbosity'] > 1:
      logger.setLevel(logging.DEBUG)
    if len(args) == 0:
      self.print_help(sys.argv[0],sys.argv[1])
      raise CommandError("Not all arguments are provided")

    # Please first the netxml and the gpsxml files and the rest
    sorted_args = [x for x in args if "netxml" in x] +\
     [x for x in args if "gpsxml" in x] +\
     [x for x in args if "ns1" in x]
    remainder = list(set(args) - set(sorted_args))
    args = sorted_args + remainder
    logger.debug("Parsing files in the following order: %s", args)

    # Make sure the all exists at first
    for filename in args:
      if not os.path.isfile(filename):
        raise CommandError("file '%s' does not exists" % filename)


    def get_date(filename):
      def process_date(datestr):
        try:
           # Kismet-20110805-15-37-30-1
           return datetime.datetime.strptime(datestr,'%Y%m%d-%H-%M-%S-1')
        except ValueError:
          raise CommandError("Invalid date '%s'" % datestr)
      if options['datum'] == None:
         datestr = strip_file(os.path.basename(filename))
         datum = process_date(datestr)
      elif options['datum'] == 'now':
         datum = datetime.datetime.now()
      else:
         datum = process_date(options['datum'])
      return datum

    def get_meetrondje(meetrondje):
      # Meetrondje from filename if needed
      if options['meetrondje'] == None:
        meetrondje = strip_suffix(os.path.basename(filename))
      else:
        meetrondje = options['meetrondje']
      return meetrondje

    # Get Gheat Objects, pre-req
    g, created = Gebruiker.objects.get_or_create(naam=options['gebruiker'],
      email=options['email'])
    a, created = Apparatuur.objects.get_or_create(kaart=options['kaart'])

    # Check if all files are valid
    for filename in args:
      logger.info("Processing '%s'" % filename)
      mr, created = MeetRondje.objects.get_or_create(
        datum=get_date(filename), naam=get_meetrondje(filename),
        gebruiker=g, apparatuur=a)
      if not created:
        logger.error("Meetrondje '%s' already imported",  mr)
        continue

      counters = {
        'ap_added' : 0, 'ap_total' : 0,
        'ap_failed' : 0, 'ap_ignored' : 0,
        'client_added' : 0, 'client_total' : 0,
        'client_failed' : 0, 'client_ignored' : 0,
        'meting_added' : 0, 'meting_total' : 0,
        'meting_failed' : 0, 'meting_ignored' : 0
        }
      logger.info('Meetrondje: %s', mr)
      fh = open_file(filename)
      if 'ns1' in filename:
        (counters, ap_pool, client_pool, meting_pool) = netstumbler.process_ns1(fh, counters)
      elif 'gpsxml' in filename:
        (counters, ap_pool, client_pool, meting_pool) = kismet.process_gpsxml(fh, counters)
      elif 'netxml' in filename:
        (counters, ap_pool, client_pool, meting_pool) = kismet.process_netxml(fh, counters)
      elif 'ScanResult' in filename:
        (counters, ap_pool, client_pool, meting_pool) = droidstumbler.process_csv(fh, counters)
      else:
        raise CommandError("file '%s' format not recognized" % filename)

      if ap_pool:
        counters = import_accespoints(ap_pool, counters)
      if client_pool:
        counters = import_clients(client_pool, counters)
      if meting_pool:
        counters = import_metingen(mr, meting_pool, counters)

      logger.info("summary accespoints: total:%(ap_total)-6s added:%(ap_added)-6s failed:%(ap_failed)-6s ignored:%(ap_ignored)-6s" % counters)
      logger.info("summary client     : total:%(client_total)-6s added:%(client_added)-6s failed:%(client_failed)-6s ignored:%(client_ignored)-6s" % counters)
      logger.info("summary metingen   : total:%(meting_total)-6s added:%(meting_added)-6s failed:%(meting_failed)-6s ignored:%(meting_ignored)-6s" % counters)