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文件: /usr/lib64/python2.7/site-packages/pyanaconda/geoloc.py
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# # Copyright (C) 2013 Red Hat, Inc. # # This copyrighted material is made available to anyone wishing to use, # modify, copy, or redistribute it subject to the terms and conditions of # the GNU General Public License v.2, or (at your option) any later version. # This program is distributed in the hope that it will be useful, but WITHOUT # ANY WARRANTY expressed or implied, including the implied warranties of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General # Public License for more details. You should have received a copy of the # GNU General Public License along with this program; if not, write to the # Free Software Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA # 02110-1301, USA. Any Red Hat trademarks that are incorporated in the # source code or documentation are not subject to the GNU General Public # License and may only be used or replicated with the express permission of # Red Hat, Inc. # # Red Hat Author(s): Martin Kolman <mkolman@redhat.com> # """ A GeoIP and WiFi location module - location detection based on IP address How to use the geolocation module First call init_geolocation() - this creates the LocationInfo singleton and you can also use it to set what geolocation provider should be used. To actually look up current position, call refresh() - this will trigger the actual online geolocation query, which runs in a thread. After the look-up thread finishes, the results are stored in the singleton and can be retrieved using the get_territory_code() and get_result() methods. If you call these methods without calling refresh() first or if the look-up is currently in progress, both return None. Geolocation backends This module currently supports three geolocation backends: * Fedora GeoIP API * Hostip GeoIP * Google WiFi Fedora GeoIP backend This is the default backend. It queries the Fedora GeoIP API for location data based on current public IP address. The reply is JSON formated and contains the following fields: postal_code, latitude, longitude, region, city, country_code, country_name, time_zone, country_code3, area_code, metro_code, region_name and dma_code Anaconda currently uses just time_zone and country_code. Hostip backend A GeoIP look-up backend that can be used to determine current country code from current public IP address. The public IP address is determined automatically when calling the API. GeoIP results from Hostip contain the current public IP and an approximate address. To get this detail location info, use the get_result() method to get an instance of the LocationResult class, used to wrap the result. Google WiFi backend This backend is probably the most accurate one, at least as long as the computer has a working WiFi hardware and there are some WiFi APs nearby. It sends data about nearby APs (ssid, MAC address & signal strength) acquired from Network Manager to a Google API to get approximate geographic coordinates. If there are enough AP nearby (such as in a normal city) it can be very accurate, even up to currently determining which building is the computer currently in. But this only returns current geographic coordinates, to get country code the Nominatim reverse-geocoding API is called to convert the coordinates to an address, which includes a country code. While having many advantages, this backend also has some severe disadvantages: * needs working WiFi hardware * tells your public IP address & possibly quite precise geographic coordinates to two external entities (Google and Nominatim) This could have severe privacy issues and should be carefully considered before enabling it to be used by default. * the Google WiFi geolocation API seems to lack official documentation As a result its long-term stability might not be guarantied. Possible issues with GeoIP "I'm in Switzerland connected to corporate VPN and anaconda tells me I'm in Netherlands." The public IP address is not directly mapped to the physical location of a computer. So while your world visible IP address is registered to an IP block assigned to an ISP in Netherlands, it is just the external address of the Internet gateway of your corporate network. As VPNs and proxies can connect two computers anywhere on Earth, this issue is unfortunately probably unsolvable. Backends that could possibly be used in the future * GPS geolocation + doesn't leak your coordinates to a third party (not entirely true for assisted GPS) - unassisted cold GPS startup can take tens of minutes to acquire a GPS fix + assisted GPS startup (as used in most smartphones) can acquire a fix in a couple seconds * cell tower geolocation """ import urllib import urllib2 import json import dbus import threading import time from pyanaconda import network import logging log = logging.getLogger("anaconda") slog = logging.getLogger("sensitive-info") from pyanaconda import constants from pyanaconda.threads import AnacondaThread, threadMgr from pyanaconda.timezone import get_preferred_timezone, is_valid_timezone from pyanaconda.flags import flags geolocation_enabled = False location_info_instance = None refresh_condition = threading.Condition() refresh_in_progress = False def set_geolocation_enabled(options_override, install_class_override): """Check if geolocation can be used during this installation run. And set the geolocation_enabled module attribute accordingly. The result is based on current installation type - fully interactive vs fully or partially automated kickstart installation and on the state of the "geoloc*" boot/CLI options. By default geolocation is not enabled during a kickstart based installation, unless the geoloc_use_with_ks boot/CLI option is used or the Install Class indicates geolocation should be used with kickstart. Also the geoloc boot/CLI option can be used to make sure geolocation will not be used during an installation, like this: inst.geoloc=0 :param bool options_override: use with kickstart due to CLI/boot option override :param bool install_class_override: use with kickstart due to install class override """ use_geolocation = True # don't use geolocation during image and directory installation if flags.imageInstall or flags.dirInstall: log.info("Geolocation is disabled for image or directory installation.") use_geolocation = False # don't use geolocation during kickstart installation unless explicitly # requested by the user elif flags.automatedInstall: # check for use-with-kickstart overrides if options_override or install_class_override: use_geolocation = True else: # otherwise disable geolocation during a kickstart installation use_geolocation = False # and also check if geolocation was not disabled by boot or command like option if not flags.cmdline.getbool('geoloc', True): # flags.cmdline.getbool is used as it handles values such as # 0, no, off and also nogeoloc as False # and other values or geoloc not being present as True use_geolocation = False # log the end result if use_geolocation: if flags.automatedInstall: if options_override: log.info("Geolocation is enabled during kickstart installation due to use of the " "geoloc-use-with-ks option.") if install_class_override: log.info("Geolocation is enabled during kickstart installation due to " "install class override.") else: log.info("Geolocation is enabled.") else: if flags.imageInstall or flags.dirInstall: log.info("Geolocation is disabled for image or directory installation.") elif flags.automatedInstall: log.info("Geolocation is disabled due to automated kickstart based installation.") if not flags.cmdline.getbool('geoloc', True): log.info("Geolocation is disabled by the geoloc option.") global geolocation_enabled geolocation_enabled = use_geolocation def init_geolocation(geoloc_option_value): """Prepare the geolocation module for handling geolocation queries. This method sets-up the GeoLocation instance with the given geolocation_provider (or using the default one if no provider is given. Please note that calling this method doesn't actually execute any queries by itself, you need to call refresh() to do that. :param geoloc_option_value: provider id as specified by CLI/Boot option (if any) :type geoloc_option_value: str or None """ provider_id = constants.GEOLOC_DEFAULT_PROVIDER # check if a provider was specified by an option if geoloc_option_value is not None: parsed_id = get_provider_id_from_option(geoloc_option_value) if parsed_id is None: log.error('geoloc: wrong provider id specified: %s', geoloc_option_value) else: provider_id = parsed_id global location_info_instance location_info_instance = LocationInfo(provider_id=provider_id) def refresh(): """Refresh information about current location using the currently specified geolocation provider. """ if location_info_instance: location_info_instance.refresh() else: log.debug("Geoloc: refresh() called before init_geolocation()") def get_territory_code(wait=False): """This function returns the current country code or None, if: - no results were found - the lookup is still in progress - the geolocation module was not activated (init & refresh were not called) - this is for example the case during image and directory installs :param wait: wait for lookup in progress to finish False - don't wait True - wait for default period number - wait for up to number seconds :type wait: bool or number :return: current country code or None if not known :rtype: string or None """ if _get_location_info_instance(wait): return location_info_instance.get_territory_code() else: return None def get_timezone(wait=False): """This function returns the current time zone or None, if: - no timezone was found - the lookup is still in progress - the geolocation module was not activated (init & refresh were not called) - this is for example the case during image and directory installs :param wait: wait for lookup in progress to finish False - don't wait True - wait for default period number - wait for up to number seconds :type wait: bool or number :return: current timezone or None if not known :rtype: string or None """ if _get_location_info_instance(wait): return location_info_instance.get_timezone() else: return None def get_result(wait=False): """Returns the current geolocation result wrapper or None, if: - no results were found - the refresh is still in progress - the geolocation module was not activated (init & refresh were not called) - this is for example the case during image and directory installs :param wait: wait for lookup in progress to finish False - don't wait True - wait for default period number - wait for up to number seconds :type wait: bool or number :return: LocationResult instance or None if location is unknown :rtype: LocationResult or None """ if _get_location_info_instance(wait): return location_info_instance.get_result() else: return None def get_provider_id_from_option(option_string): """Get a valid provider id from a string This function is used to parse command line arguments/boot options for the geolocation module. :param option_string: option specifying the provider :type option_string: string :return: provider id """ providers = { constants.GEOLOC_PROVIDER_FEDORA_GEOIP, constants.GEOLOC_PROVIDER_HOSTIP } if option_string in providers: return option_string else: # fall back to the default provider return None def _get_provider(provider_id): """Return GeoIP provider instance based on the provider id If the provider id is unknown, return the default provider. :return: GeolocationBackend subclass instance :rtype: GeolocationBackend subclass """ providers = { constants.GEOLOC_PROVIDER_FEDORA_GEOIP: FedoraGeoIPProvider, constants.GEOLOC_PROVIDER_HOSTIP: HostipGeoIPProvider, constants.GEOLOC_PROVIDER_GOOGLE_WIFI: GoogleWiFiLocationProvider } # if unknown provider id is specified, # use the Fedora GeoIP provider default_provider = FedoraGeoIPProvider provider = providers.get(provider_id, default_provider) return provider() def _get_location_info_instance(wait=False): """Return instance of the location info object and optionally wait for the Geolocation thread to finish If there is no lookup in progress (no Geolocation refresh thread is running), this function returns at once). Meaning of the wait parameter: - False or <=0: don't wait - True : wait for default number of seconds specified by the GEOLOC_TIMEOUT constant - >0 : wait for a given number of seconds :param wait: specifies if this function should wait for the lookup to finish before returning the instance :type wait: bool or integer or float """ if not wait: # just returns the instance return location_info_instance # check if wait is a boolean or a number if wait is True: # use the default waiting period wait = constants.GEOLOC_TIMEOUT # check if there is a refresh in progress start_time = time.time() refresh_condition.acquire() if refresh_in_progress: # calling wait releases the lock and blocks, # after the thread is notified, it unblocks and # reacquires the lock refresh_condition.wait(timeout=wait) if refresh_in_progress: log.info("Waiting for Geolocation timed out after %d seconds.", wait) # please note that this does not mean that the actual # geolocation lookup was stopped in any way, it just # means the caller was unblocked after the waiting period # ended while the lookup thread is still running else: elapsed_time = time.time() - start_time log.info("Waited %1.2f seconds for Geolocation", elapsed_time) refresh_condition.release() return location_info_instance class GeolocationError(Exception): """Exception class for geolocation related errors""" pass class LocationInfo(object): """Determines current location based on IP address or nearby WiFi access points (depending on what backend is used) """ def __init__(self, provider_id=constants.GEOLOC_DEFAULT_PROVIDER, refresh_now=False): """ :param provider_id: GeoIP provider id specified by module constant :param refresh_now: if a GeoIP information refresh should be done once the class is initialized :type refresh_now: bool """ self._provider = _get_provider(provider_id) if refresh_now: self.refresh() def refresh(self): """Refresh location info""" # first check if a provider is available if self._provider is None: log.error("Geoloc: can't refresh - no provider") return # then check if a refresh is already in progress if threadMgr.get(constants.THREAD_GEOLOCATION_REFRESH): log.debug("Geoloc: refresh already in progress") else: # wait for Internet connectivity if network.wait_for_connectivity(): threadMgr.add(AnacondaThread( name=constants.THREAD_GEOLOCATION_REFRESH, target=self._provider.refresh)) else: log.error("Geolocation refresh failed" " - no connectivity") def get_result(self): """Get result from the provider :return: the result object or return None if no results are available :rtype: LocationResult or None """ return self._provider.get_result() def get_territory_code(self): """A convenience function for getting the current territory code :return: territory code or None if no results are available :rtype: string or None """ result = self._provider.get_result() if result: return result.territory_code else: return None def get_timezone(self): """A convenience function for getting the current time zone :return: time zone or None if no results are available :rtype: string or None """ result = self._provider.get_result() if result: return result.timezone else: return None def get_public_ip_address(self): """A convenience function for getting current public IP :return: current public IP or None if no results are available :rtype: string or None """ result = self._provider.get_result() if result: return result.public_ip_address else: return None class LocationResult(object): def __init__(self, territory_code=None, timezone=None, timezone_source="unknown", public_ip_address=None, city=None): """Encapsulates the result from GeoIP lookup. :param territory_code: the territory code from GeoIP lookup :type territory_code: string :param timezone: the time zone from GeoIP lookup :type timezone: string :param timezone_source: specifies source of the time zone string :type timezone_source: string :param public_ip_address: current public IP address :type public_ip_address: string :param city: current city :type city: string """ self._territory_code = territory_code self._timezone = timezone self._timezone_source = timezone_source self._public_ip_address = public_ip_address self._city = city @property def territory_code(self): return self._territory_code @property def timezone(self): return self._timezone @property def public_ip_address(self): return self._public_ip_address @property def city(self): return self._city def __str__(self): if self.territory_code: result_string = "territory: %s" % self.territory_code if self.timezone: result_string += "\ntime zone: %s (from %s)" % ( self.timezone, self._timezone_source ) if self.public_ip_address: result_string += "\npublic IP address: " result_string += "%s" % self.public_ip_address if self.city: result_string += "\ncity: %s" % self.city return result_string else: return "Position unknown" class GeolocationBackend(object): """Base class for GeoIP backends.""" def __init__(self): self._result = None self._result_lock = threading.Lock() def get_name(self): """Get name of the backend :return: name of the backend :rtype: string """ pass def refresh(self, force=False): """Refresh the geolocation data :param force: do a refresh even if there is a result already available :type force: bool """ # check if refresh is needed if force is True or self._result is None: log.info("Starting geolocation lookup") log.info("Geolocation provider: %s", self.get_name()) global refresh_in_progress with refresh_condition: refresh_in_progress = True start_time = time.time() self._refresh() log.info("Geolocation lookup finished in %1.1f seconds", time.time() - start_time) with refresh_condition: refresh_in_progress = False refresh_condition.notify_all() # check if there were any results result = self.get_result() if result: log.info("got results from geolocation") slog.info("geolocation result:\n%s", result) else: log.info("no results from geolocation") def _refresh(self): pass def _set_result(self, result): """Set current location :param result: geolocation lookup result :type result: LocationResult """ # As the value is set from a thread but read from # the main thread, use a lock when accessing it with self._result_lock: self._result = result def get_result(self): """Get current location :return: geolocation lookup result :rtype: LocationResult """ with self._result_lock: return self._result def __str__(self): return self.get_name() class FedoraGeoIPProvider(GeolocationBackend): """The Fedora GeoIP service provider""" API_URL = "https://geoip.fedoraproject.org/city" def __init__(self): GeolocationBackend.__init__(self) def get_name(self): return "Fedora GeoIP" def _refresh(self): try: reply = urllib2.urlopen(self.API_URL, timeout= constants.NETWORK_CONNECTION_TIMEOUT) if reply: json_reply = json.load(reply) territory = json_reply.get("country_code", None) timezone_source = "GeoIP" timezone_code = json_reply.get("time_zone", None) if timezone_code is not None: # the timezone code is returned as Unicode, # it needs to be converted to UTF-8 encoded string, # otherwise some string processing in Anaconda might fail timezone_code = timezone_code.encode("utf8") # check if the timezone returned by the API is valid if not is_valid_timezone(timezone_code): # try to get a timezone from the territory code timezone_code = get_preferred_timezone(territory) timezone_source = "territory code" if territory or timezone_code: self._set_result(LocationResult( territory_code=territory, timezone=timezone_code, timezone_source=timezone_source)) except urllib2.HTTPError as e: log.debug("Geoloc: HTTPError for Fedora GeoIP API lookup:\n%s", e) except urllib2.URLError as e: log.debug("Geoloc: URLError for Fedora GeoIP API lookup:\n%s", e) except ValueError as e: log.debug("Geoloc: Unable to decode GeoIP JSON:\n%s", e) class HostipGeoIPProvider(GeolocationBackend): """The Hostip GeoIP service provider""" API_URL = "http://api.hostip.info/get_json.php" def __init__(self): GeolocationBackend.__init__(self) def get_name(self): return "Hostip.info" def _refresh(self): try: reply = urllib2.urlopen(self.API_URL, timeout= constants.NETWORK_CONNECTION_TIMEOUT) if reply: reply_dict = json.load(reply) territory = reply_dict.get("country_code", None) # unless at least country_code is available, # we don't return any results if territory is not None: self._set_result(LocationResult( territory_code=territory, public_ip_address=reply_dict.get("ip", None), city=reply_dict.get("city", None) )) except urllib2.URLError as e: log.debug("Geoloc: URLError during Hostip lookup:\n%s", e) class GoogleWiFiLocationProvider(GeolocationBackend): """The Google WiFi location service provider""" API_URL = "https://maps.googleapis.com/" \ "maps/api/browserlocation/json?browser=firefox&sensor=true" def __init__(self): GeolocationBackend.__init__(self) def get_name(self): return "Google WiFi" def _refresh(self): log.info("Scanning for WiFi access points.") scanner = WifiScanner(scan_now=True) access_points = scanner.get_results() if access_points: try: url = self._get_url(access_points) reply = urllib2.urlopen(url, timeout= constants.NETWORK_CONNECTION_TIMEOUT) result_dict = json.load(reply) status = result_dict.get('status', 'NOT OK') if status == 'OK': lat = result_dict['location']['lat'] lon = result_dict['location']['lng'] log.info("Found current location.") coords = Coordinates(lat=lat, lon=lon) geocoder = Geocoder() geocoding_result = geocoder.reverse_geocode_coords(coords) # for compatibility, return GeoIP result instead # of GeocodingResult t_code = geocoding_result.territory_code self._set_result(LocationResult(territory_code=t_code)) else: log.info("Service couldn't find current location.") except urllib2.URLError as e: log.debug("Geoloc: URLError during Google" " Wifi lookup:\n%s", e) else: log.info("No WiFi access points found - can't detect location.") def _get_url(self, access_points): """Generate Google API URL for the given access points :param access_points: a list of WiFiAccessPoint objects :return Google WiFi location API URL :rtype: string """ url = self.API_URL for ap in access_points: url += self._describe_access_point(ap) return url def _describe_access_point(self, access_point): """Describe an access point in a format compatible with the API call :param access_point: a WiFiAccessPoint instance :return: API compatible AP description :rtype: string """ quoted_ssid = urllib.quote_plus(access_point.ssid) return "&wifi=mac:%s|ssid:%s|ss:%d" % (access_point.bssid, quoted_ssid, access_point.rssi) class Geocoder(object): """Provides online geocoding services (only reverse geocoding at the moment). """ # MapQuest Nominatim instance without (?) rate limiting NOMINATIM_API_URL = "http://open.mapquestapi.com/" \ "nominatim/v1/reverse.php?format=json" # Alternative OSM hosted Nominatim instance (with rate limiting): # http://nominatim.openstreetmap.org/reverse?format=json def __init__(self, geocoder=constants.GEOLOC_DEFAULT_GEOCODER): """:param geocoder: a constant selecting what geocoder to use""" self._geocoder = geocoder def reverse_geocode_coords(self, coordinates): """Turn geographic coordinates to address :param coordinates: Coordinates (geographic coordinates) :type coordinates: Coordinates :return: GeocodingResult if the lookup succeeds or None if it fails """ if self._geocoder == constants.GEOLOC_GEOCODER_NOMINATIM: return self._reverse_geocode_nominatim(coordinates) else: log.error("Wrong Geocoder specified!") return None # unknown geocoder specified def _reverse_geocode_nominatim(self, coordinates): """Reverse geocoding using the Nominatim API Reverse geocoding tries to convert geographic coordinates to an accurate address. :param coordinates: input coordinates :type coordinates: Coordinates :return: an address or None if no address was found :rtype: GeocodingResult or None """ url = "%s&addressdetails=1&lat=%f&lon=%f" % ( self.NOMINATIM_API_URL, coordinates.latitude, coordinates.longitude) try: reply = urllib2.urlopen(url, timeout= constants.NETWORK_CONNECTION_TIMEOUT) if reply: reply_dict = json.load(reply) territory_code = reply_dict['address']['country_code'].upper() return GeocodingResult(coordinates=coordinates, territory_code=territory_code) else: return None except urllib2.URLError as e: log.debug("Geoloc: URLError during Nominatim reverse geocoding" " :\n%s", e) class GeocodingResult(object): """A result from geocoding lookup""" def __init__(self, coordinates=None, territory_code=None, address=None): """ :param coordinates: geographic coordinates :type coordinates: Coordinates :param territory_code: territory code of the result :type territory_code: string :param address: a (street) address string :type address: string """ self._coords = coordinates self._territory_code = territory_code self._address = address @property def coordinates(self): return self._coords @property def territory_code(self): return self._territory_code @property def address(self): return self._address class Coordinates(object): """A set of geographic coordinates.""" def __init__(self, lat=None, lon=None): """ :param lat: WGS84 latitude :type lat: float :param lon: WGS84 longitude :type lon: float """ self._lat = lat self._lon = lon @property def latitude(self): return self._lat @property def longitude(self): return self._lon def __str__(self): return "lat,lon: %f,%f" % (self.latitude, self.longitude) class WifiScanner(object): """Uses the Network Manager DBUS API to provide information about nearby WiFi access points """ NETWORK_MANAGER_DEVICE_TYPE_WIFI = 2 def __init__(self, scan_now=True): """ :param scan_now: if an initial scan should be done :type scan_now: bool """ self._scan_results = [] if scan_now: self.scan() def scan(self): """Scan for WiFi access points""" devices = "" access_points = [] # connect to network manager try: bus = dbus.SystemBus() network_manager = bus.get_object('org.freedesktop.NetworkManager', '/org/freedesktop/NetworkManager') devices = network_manager.GetDevices() except dbus.DBusException as e: log.debug("Exception caught during WiFi AP scan: %s", e) # iterate over all devices for device_path in devices: device = bus.get_object('org.freedesktop.NetworkManager', device_path) # get type of the device device_type = device.Get("org.freedesktop.NetworkManager.Device", 'DeviceType') # iterate over all APs if device_type == self.NETWORK_MANAGER_DEVICE_TYPE_WIFI: dbus_iface_id = 'org.freedesktop.DBus.Properties' ap_id = "org.freedesktop.NetworkManager.AccessPoint" for ap_path in device.GetAccessPoints(): # drill down to the DBUS object for the AP net = bus.get_object('org.freedesktop.NetworkManager', ap_path) network_properties = dbus.Interface( net, dbus_interface=dbus_iface_id) # get the MAC, name & signal strength bssid = str(network_properties.Get(ap_id, "HwAddress")) essid = str(network_properties.Get( ap_id, "Ssid", byte_arrays=True)) rssi = int(network_properties.Get(ap_id, "Strength")) # create a new AP object and add it to the # list of discovered APs ap = WiFiAccessPoint(bssid=bssid, ssid=essid, rssi=rssi) access_points.append(ap) self._scan_results = access_points def get_results(self): """ :return: a list of WiFiAccessPoint objects or an empty list if no APs were found or the scan failed """ return self._scan_results class WiFiAccessPoint(object): """Encapsulates information about WiFi access point""" def __init__(self, bssid, ssid=None, rssi=None): """ :param bssid: MAC address of the access point :param ssid: name of the access point :param rssi: signal strength """ self._bssid = bssid self._ssid = ssid self._rssi = rssi @property def bssid(self): return self._bssid @property def ssid(self): return self._ssid @property def rssi(self): return self._rssi def __str__(self): return "bssid (MAC): %s ssid: %s rssi " \ "(signal strength): %d" % (self.bssid, self.ssid, self.rssi) if __name__ == "__main__": print("GeoIP directly started") print("trying the default backend") location_info = LocationInfo() location_info.refresh() print(" provider used: %s" % location_info._provider) print(" territory code: %s" % location_info.get_territory_code()) print("trying the Fedora GeoIP backend") location_info = LocationInfo(provider_id= constants.GEOLOC_PROVIDER_FEDORA_GEOIP) location_info.refresh() print(" provider used: %s" % location_info._provider) print(" territory code: %s" % location_info.get_territory_code()) print("trying the Google WiFi location backend") location_info = LocationInfo(provider_id= constants.GEOLOC_PROVIDER_GOOGLE_WIFI) location_info.refresh() print(" provider used: %s" % location_info._provider) print(" territory code: %s" % location_info.get_territory_code()) print("trying the Hostip backend") location_info = LocationInfo(provider_id=constants.GEOLOC_PROVIDER_HOSTIP) location_info.refresh() print(" provider used: %s" % location_info._provider) print(" territory code: %s" % location_info.get_territory_code())
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