Пример #1
0
class GeocoderTest(OmgeoTestCase):
    """Tests using various geocoding APIs. Requires internet connection."""
    g = None  # not set until set up
    BING_KEY_REQUIRED_MSG = 'Enter a Bing Maps API key to run the Bing tests.'
    MAPQUEST_KEY_REQUIRED_MSG = 'Enter a MapQuest API key to run the MapQuest tests. '\
                                'Keys can be obtained at http://developer.mapquest.com/.'
    PELIAS_KEY_REQUIRED_MSG = 'Enter a Pelias service search API key to run Pelias tests. '\
                              'Keys can be obtained at https://geocode.earth/.'
    GOOGLE_KEY_REQUIRED_MSG = 'Enter a Google API key to run Google tests.'
    ESRI_KEY_REQUIRED_MSG = 'Enter a Esri Client ID & Secret to run authenticated Esri tests.'

    def setUp(self):
        # Viewbox objects - callowhill is from BSS Spring Garden station to Wash. Sq.
        vb = {
            'callowhill': Viewbox(-75.162628, 39.962769, -75.150963, 39.956322)
        }
        # PlaceQuery objects
        self.pq = {  # North American Addresses:
            'azavea': PlaceQuery('340 N 12th St Ste 402 Philadelphia PA'),
            'ambiguous_azavea': PlaceQuery('340 12th St Ste 402 Philadelphia PA'),
            'zip_plus_4_in_postal_plus_country': PlaceQuery(postal='19127-1115', country='US'),
            'wolf': PlaceQuery('Wolf Building'),
            'wolf_philly': PlaceQuery('Wolf Building, Philadelphia PA'),
            'wolf_bounded': PlaceQuery('Wolf Building', bounded=True, viewbox=vb['callowhill']),
            'bounded_340_12th': PlaceQuery('340 12th St, Philadelphia PA',
                                           bounded=True, viewbox=vb['callowhill']),
            'alpha_774R_W_Central_Ave': PlaceQuery('774R W Central Ave Alpha NJ'),
            'alpha_774_W_Central_Ave_Rear': PlaceQuery('774 W Central Ave Rear, Alpha NJ'),
            '8_kirkbride': PlaceQuery('8 Kirkbride Rd 08822'),
            'george_washington': PlaceQuery('201 W Montmorency Blvd, George, Washington'),
            'pine_needles_dr': PlaceQuery('11761 pine needles providence forge'),
            'pine_needles_ct': PlaceQuery('5328 pine needles providence forge'),
            'pine_needles_terr': PlaceQuery('5359 pine needles providence forge'),
            'moorestown_hyphenated': PlaceQuery('111-113 W Main St Moorestown NJ'),
            'willow_street': PlaceQuery('2819F Willow Street Pike Willow Street PA'),
            'willow_street_parts': PlaceQuery(address='2819F Willow Street Pike',
                                              city='Willow Street', state='PA', country='US'),
            'quebec': PlaceQuery('756 Rue Berri Montreal QC', country='CA'),
            'quebec_accent': PlaceQuery('527 Ch. Beauséjour, Saint-Elzéar-de-Témiscouata QC'),
            'quebec_hyphenated': PlaceQuery('227-227A Rue Commerciale, Saint-Louis-du-Ha! Ha! QC'),
            'senado_mx': PlaceQuery('Paseo de la Reforma 135, Tabacalera, Cuauhtémoc, Distrito Federal, 06030'),
            'senado_mx_struct': PlaceQuery(address='Paseo de la Reforma 135', neighborhood='Tabacalera, Cuauhtémoc', subregion='', state='Distrito Federal', postal='06030', country='MX'),
            'robert_cheetham': PlaceQuery('Robert Cheetham, Philadelphia'),
            # European Addresses:
            'london_pieces': PlaceQuery(address='31 Maiden Lane', city='London', country='UK'),
            'london_one_line': PlaceQuery('31 Maiden Lane, London WC2E', country='UK'),
            'london_pieces_hyphenated': PlaceQuery(address='31-32 Maiden Lane', city='London',
                                                   country='UK'),
            'london_one_line_hyphenated': PlaceQuery('31-32 Maiden Lane London WC2E', country='UK'),
            # Oceanian Addresses:
            'karori': PlaceQuery('102 Karori Road Karori Wellington', country='NZ'),
        }

        if BING_MAPS_API_KEY is not None:
            bing_settings = dict(api_key=BING_MAPS_API_KEY)
            self.g_bing = Geocoder(
                [['omgeo.services.Bing', {
                    'settings': bing_settings
                }]])

        if MAPQUEST_API_KEY is not None:
            mapquest_settings = dict(api_key=MAPQUEST_API_KEY)
            self.g_mapquest = Geocoder(
                [['omgeo.services.MapQuest', {
                    'settings': mapquest_settings
                }]])
            self.g_mapquest_ssl = Geocoder([[
                'omgeo.services.MapQuestSSL', {
                    'settings': mapquest_settings
                }
            ]])

        if PELIAS_API_KEY is not None:
            pelias_settings = dict(api_key=PELIAS_API_KEY)
            self.g_pelias = Geocoder(
                [['omgeo.services.Pelias', {
                    'settings': pelias_settings
                }]])

        if GOOGLE_API_KEY is not None:
            self.g_google = Geocoder([[
                'omgeo.services.Google', {
                    'settings': {
                        'api_key': GOOGLE_API_KEY
                    }
                }
            ]])
            self.g_google_wo_postprocess = Geocoder([[
                'omgeo.services.Google', {
                    'settings': {
                        'api_key': GOOGLE_API_KEY
                    },
                    'postprocessors': []
                }
            ]])

        #: main geocoder used for tests, using default APIs
        self.g = Geocoder()

        # geocoders using individual services
        self.g_esri_wgs = Geocoder([['omgeo.services.EsriWGS', {}]])

        if ESRI_CLIENT_ID is not None and ESRI_CLIENT_SECRET is not None:
            self.g_esri_wgs_auth = Geocoder([[
                'omgeo.services.EsriWGS', {
                    'settings': {
                        'client_id': ESRI_CLIENT_ID,
                        'client_secret': ESRI_CLIENT_SECRET
                    }
                }
            ]])

        if MAPQUEST_API_KEY is not None:  # MapQuest's open Nominatime API now also requires a key
            self.g_nom = Geocoder([['omgeo.services.Nominatim', {}]])

        self.g_census = Geocoder([['omgeo.services.USCensus', {}]])

        ESRI_WGS_LOCATOR_MAP = {
            'PointAddress': 'rooftop',
            'StreetAddress': 'interpolation',
            'PostalExt': 'postal_specific',  # accept ZIP+4
            'Postal': 'postal'
        }
        ESRI_WGS_POSTPROCESSORS_POSTAL_OK = [
            AttrExclude(
                ['USA.Postal'], 'locator'
            ),  # accept postal from everywhere but US (need PostalExt)
            AttrFilter(
                ['PointAddress', 'StreetAddress', 'PostalExt', 'Postal'],
                'locator_type'),
            AttrSorter(
                ['PointAddress', 'StreetAddress', 'PostalExt', 'Postal'],
                'locator_type'),
            AttrRename('locator', ESRI_WGS_LOCATOR_MAP
                       ),  # after filter to avoid searching things we toss out
            UseHighScoreIfAtLeast(99.8),
            ScoreSorter(),
            GroupBy('match_addr'),
            GroupBy(('x', 'y')),
        ]
        GEOCODERS_POSTAL_OK = [[
            'omgeo.services.EsriWGS', {
                'postprocessors': ESRI_WGS_POSTPROCESSORS_POSTAL_OK
            }
        ]]
        self.g_esri_wgs_postal_ok = Geocoder(GEOCODERS_POSTAL_OK)

        #: geocoder with fast timeout
        self.impatient_geocoder = Geocoder(
            [['omgeo.services.EsriWGS', {
                'settings': {
                    'timeout': 0.001
                }
            }]])

    def tearDown(self):
        pass

    def test_geocode_azavea(self):
        candidates = self.g.get_candidates(self.pq['azavea'])
        self.assertOneCandidate(candidates)

    def test_impatiently_geocode_azavea(self):
        candidates = self.impatient_geocoder.get_candidates(self.pq['azavea'])
        self.assertEqual(
            len(candidates) == 0, True,
            'Candidates were unexpectedly returned in under 10ms.')

    @unittest.skipIf(BING_MAPS_API_KEY is None, BING_KEY_REQUIRED_MSG)
    def test_geocode_snap_points_2(self):
        """
        Bing geocoder expected to return the same place twice -- one with city as Alpha,
        and one with city as Phillipsburg. This test checks that only one is picked.
        """
        candidates = self.g_bing.get_candidates(
            self.pq['alpha_774_W_Central_Ave_Rear'])
        self.assertOneCandidate(candidates)

    def test_geocode_esri_wgs_senado_mx(self):
        """
        Attempt to geocode ``Paseo de la Reforma 135, Tabacalera,
        Cuauhtémoc, Distrito Federal, 06030``.
        """
        candidates = self.g_esri_wgs.get_candidates(self.pq['senado_mx'])
        self.assertOneCandidate(candidates)
        search_text = 'Paseo de la Reforma 135'
        self.assertEqual(
            search_text in candidates[0].match_addr, True,
            '"%s" not found in match_addr. Got "%s".' %
            (search_text, candidates[0].match_addr))

    def test_geocode_structured_esri_wgs_senado_mx(self):
        """
        Attempt to geocode ``Paseo de la Reforma 135, Tabacalera,
        Cuauhtémoc, Distrito Federal, 06030`` using a structured query to
        EsriWGS.
        """
        candidates = self.g_esri_wgs.get_candidates(
            self.pq['senado_mx_struct'])
        self.assertOneCandidate(candidates)
        search_text = 'Paseo de la Reforma 135'
        self.assertEqual(
            search_text in candidates[0].match_addr, True,
            '"%s" not found in match_addr. Got "%s".' %
            (search_text, candidates[0].match_addr))

    def test_geocode_esri_wgs_340_12th_bounded(self):
        """
        Trying to geocode ``340 12th St, Philadelphia PA`` would normally return results
        for both ``340 N 12th St`` and ``340 S 12th St``. Using a bounding box around Callowhill,
        we should only get the former.
        """
        candidates = self.g_esri_wgs.get_candidates(
            self.pq['bounded_340_12th'])
        self.assertOneCandidate(candidates)
        self.assertEqual(
            '340 N 12th' in candidates[0].match_addr, True,
            '"340 N 12th" not found in match_addr. Got "%s"' %
            candidates[0].match_addr)

    def test_geocode_esri_wgs_zip_plus_4(self):
        """Check that geocoding 19127-1112 returns one result."""
        candidates = self.g_esri_wgs_postal_ok.get_candidates(
            self.pq['zip_plus_4_in_postal_plus_country'])
        self.assertOneCandidate(candidates)

    def test_geocode_esri_wgs_multipart(self):
        """Check that geocoding multipart address returns one result."""
        candidates = self.g_esri_wgs.get_candidates(
            self.pq['willow_street_parts'])
        self.assertOneCandidate(candidates)

    @unittest.skipIf(ESRI_CLIENT_SECRET is None or ESRI_CLIENT_ID is None,
                     ESRI_KEY_REQUIRED_MSG)
    def test_geocode_esri_wgs_auth(self):
        """Test that using authentication with the ESRI WGS geocoder is working"""
        candidates = self.g_esri_wgs_auth.get_candidates(self.pq['azavea'])
        self.assertOneCandidate(candidates)

    @unittest.skipIf(BING_MAPS_API_KEY is None, BING_KEY_REQUIRED_MSG)
    def test_geocode_bing(self):
        """Test Azavea's address using Bing geocoder"""
        candidates = self.g_bing.get_candidates(self.pq['azavea'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    @unittest.skip("FIXME")
    def test_geocode_mapquest(self):
        """Test Azavea's address using MapQuest geocoder."""
        candidates = self.g_mapquest.get_candidates(self.pq['azavea'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    @unittest.skip("FIXME")
    def test_geocode_mapquest_ssl(self):
        """Test Azavea's address using secure MapQuest geocoder."""
        candidates = self.g_mapquest_ssl.get_candidates(self.pq['azavea'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    @unittest.skipIf(PELIAS_API_KEY is None, PELIAS_KEY_REQUIRED_MSG)
    def test_geocode_pelias(self):
        """Test Azavea's address using Pelias geocoder"""
        candidates = self.g_pelias.get_candidates(self.pq['azavea'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    @unittest.skip("FIXME")
    def test_geocode_nom(self):
        """
        Test 1200 Callowhill Street using Nominatim geocoder.
        Also check to make sure coordinate values are floats and not some other data type.
        """
        candidates = self.g_nom.get_candidates(
            PlaceQuery('1200 Callowhill St, Philadelphia, PA'))
        x_type = type(candidates[0].x)
        y_type = type(candidates[0].y)
        self.assertEqual(x_type == float, True,
                         'x coord is of type %s instead of float' % x_type)
        self.assertEqual(y_type == float, True,
                         'y coord is of type %s instead of float' % y_type)
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    def test_geocode_census(self):
        """Test Azavea's address using US Census geocoder."""
        candidates = self.g_census.get_candidates(
            PlaceQuery('1200 Callowhill St, Philadelphia, PA'))
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    def test_EsriWGS_address_components(self):
        """Make sure EsriWGS returns address components"""
        candidate = self.g_esri_wgs.get_candidates(self.pq['azavea'])[0]
        self._test_address_components(candidate)

    def test_census_address_components(self):
        """Make sure census geocoder returns address components"""
        candidate = self.g_census.get_candidates(self.pq['azavea'])[0]
        self._test_address_components(candidate)

    def test_geocode_dupepicker(self):
        """
        Check that '340 12th St returns results'
        """
        candidates = self.g.get_candidates(self.pq['ambiguous_azavea'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    @unittest.skipIf(BING_MAPS_API_KEY is None, BING_KEY_REQUIRED_MSG)
    def test_geocode_karori(self):
        """
        Check that '102 Karori Road Karori Wellington' returns an address
        with the correct house number and postcode.
        """
        candidates = self.g_bing.get_candidates(self.pq['karori'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')
        self.assertEqual(
            any([('102' in c.match_addr and '6012' in c.match_addr)
                 for c in candidates]), True,
            'Could not find bldg. no. "102" and postcode "6012" in any address.'
        )

    def _test_address_components(self, candidate):
        for field in [
                'match_streetaddr', 'match_city', 'match_subregion',
                'match_region', 'match_postal', 'match_country'
        ]:
            self.assertIsNotNone(getattr(candidate, field, None),
                                 msg='Missing address component %s' % field)

    def _test_geocode_results_all_(self,
                                   verbosity=0,
                                   geocoder=Geocoder(),
                                   expected_results=16):
        """
        Geocode a list of addresses. Some of these only work with Bing so
        fewer results are expected when Bing is not used as a geocoder.
        """
        if verbosity > 1:
            logger.setLevel(logging.INFO)

        queries_with_results = 0
        for place in self.pq:
            logger.info(place)
            logger.info(len(place) * '-')
            candidates = geocoder.get_candidates(self.pq[place])
            if len(candidates) == 0:
                logger.info('Input: %s\n(no results)' % self.pq[place].query)
            else:
                queries_with_results += 1
                logger.info('Input:  %s' % self.pq[place].query)
                logger.info([
                    'Output: %r (%s %s)\n' %
                    (c.match_addr, c.geoservice,
                     [c.locator, c.score, c.confidence, c.entity])
                    for c in candidates
                ])
        self.assertEqual(
            expected_results, queries_with_results,
            'Got results for %d of %d queries.' %
            (queries_with_results, len(self.pq)))

    def _test_geocode_results_all(self):
        if BING_MAPS_API_KEY is None:
            expected_results = 16
        else:
            self.g.add_source([
                'omgeo.services.Bing', {
                    'settings': {
                        'api_key': BING_MAPS_API_KEY
                    }
                }
            ])
            expected_results = len(self.pq)
        self._test_geocode_results_all_(geocoder=self.g,
                                        expected_results=expected_results)

    @unittest.skipIf(GOOGLE_API_KEY is None, GOOGLE_KEY_REQUIRED_MSG)
    def test_google_geocode_azavea(self):
        candidates = self.g_google.get_candidates(self.pq['azavea'])
        self.assertOneCandidate(candidates)

    @unittest.skipIf(GOOGLE_API_KEY is None, GOOGLE_KEY_REQUIRED_MSG)
    def test_google_geocode_multipart(self):
        """Check that geocoding multipart address returns one result."""
        candidates = self.g_google.get_candidates(
            self.pq['willow_street_parts'])
        self.assertOneCandidate(candidates)

    @unittest.skipIf(GOOGLE_API_KEY is None, GOOGLE_KEY_REQUIRED_MSG)
    def test_google_country_filter(self):
        candidates = self.g_google.get_candidates(
            PlaceQuery('York', country='US'))
        self.assertOneCandidate(candidates)
        self.assertEqual(candidates[0].match_region, 'PA')
        candidates = self.g_google_wo_postprocess.get_candidates(
            PlaceQuery('York', country='GB'))
        self.assertOneCandidate(candidates)
        self.assertEqual(candidates[0].match_country, 'GB')

    @unittest.skipIf(GOOGLE_API_KEY is None, GOOGLE_KEY_REQUIRED_MSG)
    def test_google_geocode_without_postprocessor_allows_people(self):
        candidates = self.g_google_wo_postprocess.get_candidates(
            self.pq['robert_cheetham'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    @unittest.skipIf(GOOGLE_API_KEY is None, GOOGLE_KEY_REQUIRED_MSG)
    def test_google_geocode_excludes_people(self):
        candidates = self.g_google.get_candidates(self.pq['robert_cheetham'])
        self.assertEqual(
            len(candidates) == 0, True, 'Candidate(s) unexpectedly returned.')
Пример #2
0
class GeocoderTest(OmgeoTestCase):
    """Tests using various geocoding APIs. Requires internet connection."""

    g = None  # not set until set up
    BING_KEY_REQUIRED_MSG = "Enter a Bing Maps API key to run the Bing tests."
    MAPQUEST_KEY_REQUIRED_MSG = (
        "Enter a MapQuest API key to run the MapQuest tests. " "Keys can be obtained at http://developer.mapquest.com/."
    )

    def setUp(self):
        # Viewbox objects - callowhill is from BSS Spring Garden station to Wash. Sq.
        vb = {"callowhill": Viewbox(-75.162628, 39.962769, -75.150963, 39.956322)}
        # PlaceQuery objects
        self.pq = {  # North American Addresses:
            "azavea": PlaceQuery("340 N 12th St Ste 402 Philadelphia PA"),
            "ambiguous_azavea": PlaceQuery("340 12th St Ste 402 Philadelphia PA"),
            "zip_plus_4_in_postal_plus_country": PlaceQuery(postal="19127-1115", country="US"),
            "wolf": PlaceQuery("Wolf Building"),
            "wolf_philly": PlaceQuery("Wolf Building, Philadelphia PA"),
            "wolf_bounded": PlaceQuery("Wolf Building", bounded=True, viewbox=vb["callowhill"]),
            "bounded_340_12th": PlaceQuery("340 12th St, Philadelphia PA", bounded=True, viewbox=vb["callowhill"]),
            "alpha_774R_W_Central_Ave": PlaceQuery("774R W Central Ave Alpha NJ"),
            "alpha_774_W_Central_Ave_Rear": PlaceQuery("774 W Central Ave Rear, Alpha NJ"),
            "8_kirkbride": PlaceQuery("8 Kirkbride Rd 08822"),
            "george_washington": PlaceQuery("201 W Montmorency Blvd, George, Washington"),
            "pine_needles_dr": PlaceQuery("11761 pine needles providence forge"),
            "pine_needles_ct": PlaceQuery("5328 pine needles providence forge"),
            "pine_needles_terr": PlaceQuery("5359 pine needles providence forge"),
            "moorestown_hyphenated": PlaceQuery("111-113 W Main St Moorestown NJ"),
            "willow_street": PlaceQuery("2819F Willow Street Pike Willow Street PA"),
            "willow_street_parts": PlaceQuery(
                address="2819F Willow Street Pike", city="Willow Street", state="PA", country="US"
            ),
            "quebec": PlaceQuery("756 Rue Berri Montreal QC", country="CA"),
            "quebec_accent": PlaceQuery("527 Ch. Beauséjour, Saint-Elzéar-de-Témiscouata QC"),
            "quebec_hyphenated": PlaceQuery("227-227A Rue Commerciale, Saint-Louis-du-Ha! Ha! QC"),
            "senado_mx": PlaceQuery("Paseo de la Reforma 135, Tabacalera, Cuauhtémoc, Distrito Federal, 06030"),
            # European Addresses:
            "london_pieces": PlaceQuery(address="31 Maiden Lane", city="London", country="UK"),
            "london_one_line": PlaceQuery("31 Maiden Lane, London WC2E", country="UK"),
            "london_pieces_hyphenated": PlaceQuery(address="31-32 Maiden Lane", city="London", country="UK"),
            "london_one_line_hyphenated": PlaceQuery("31-32 Maiden Lane London WC2E", country="UK"),
            # Oceanian Addresses:
            "karori": PlaceQuery("102 Karori Road Karori Wellington", country="NZ"),
        }

        if BING_MAPS_API_KEY is not None:
            bing_settings = dict(api_key=BING_MAPS_API_KEY)
            self.g_bing = Geocoder([["omgeo.services.Bing", {"settings": bing_settings}]])

        if MAPQUEST_API_KEY is not None:
            mapquest_settings = dict(api_key=MAPQUEST_API_KEY)
            self.g_mapquest = Geocoder([["omgeo.services.MapQuest", {"settings": mapquest_settings}]])
            self.g_mapquest_ssl = Geocoder([["omgeo.services.MapQuestSSL", {"settings": mapquest_settings}]])

        #: main geocoder used for tests, using default APIs
        self.g = Geocoder()

        # Set up params for old ESRI rest services:
        esri_settings = {} if ESRI_MAPS_API_KEY is None else {"api_key": ESRI_MAPS_API_KEY}
        old_esri_params = {"settings": esri_settings}

        # geocoders using individual services
        # self.g_dc = Geocoder([['omgeo.services.CitizenAtlas', {}]])
        self.g_esri_na = Geocoder([["omgeo.services.EsriNA", old_esri_params]])
        self.g_esri_eu = Geocoder([["omgeo.services.EsriEU", old_esri_params]])
        self.g_esri_na_soap = Geocoder([["omgeo.services.EsriNASoap", {}]])
        self.g_esri_eu_soap = Geocoder([["omgeo.services.EsriEUSoap", {}]])
        self.g_esri_wgs = Geocoder([["omgeo.services.EsriWGS", {}]])
        self.g_nom = Geocoder([["omgeo.services.Nominatim", {}]])

        ESRI_WGS_LOCATOR_MAP = {
            "PointAddress": "rooftop",
            "StreetAddress": "interpolation",
            "PostalExt": "postal_specific",  # accept ZIP+4
            "Postal": "postal",
        }
        ESRI_WGS_POSTPROCESSORS_POSTAL_OK = [
            AttrExclude(["USA.Postal"], "locator"),  # accept postal from everywhere but US (need PostalExt)
            AttrFilter(["PointAddress", "StreetAddress", "PostalExt", "Postal"], "locator_type"),
            AttrSorter(["PointAddress", "StreetAddress", "PostalExt", "Postal"], "locator_type"),
            AttrRename("locator", ESRI_WGS_LOCATOR_MAP),  # after filter to avoid searching things we toss out
            UseHighScoreIfAtLeast(99.8),
            ScoreSorter(),
            GroupBy("match_addr"),
            GroupBy(("x", "y")),
        ]
        GEOCODERS_POSTAL_OK = [["omgeo.services.EsriWGS", {"postprocessors": ESRI_WGS_POSTPROCESSORS_POSTAL_OK}]]
        self.g_esri_wgs_postal_ok = Geocoder(GEOCODERS_POSTAL_OK)

        #: geocoder with fast timeout
        self.impatient_geocoder = Geocoder([["omgeo.services.EsriWGS", {"settings": {"timeout": 0.01}}]])

    def tearDown(self):
        pass

    def test_geocode_azavea(self):
        candidates = self.g.get_candidates(self.pq["azavea"])
        self.assertOneCandidate(candidates)

    def test_impatiently_geocode_azavea(self):
        candidates = self.impatient_geocoder.get_candidates(self.pq["azavea"])
        self.assertEqual(len(candidates) == 0, True, "Candidates were unexpectedly returned in under 10ms.")

    def test_geocode_snap_points_1(self):
        """
        Geocoder expected to return the same place twice -- one with city as Flemington,
        and one with city as Readington Twp. This test checks that only one is picked.
        """
        candidates = self.g_esri_na.get_candidates(self.pq["8_kirkbride"])
        self.assertOneCandidate(candidates)

    @unittest.skipIf(BING_MAPS_API_KEY is None, BING_KEY_REQUIRED_MSG)
    def test_geocode_snap_points_2(self):
        """
        Bing geocoder expected to return the same place twice -- one with city as Alpha,
        and one with city as Phillipsburg. This test checks that only one is picked.
        """
        candidates = self.g_bing.get_candidates(self.pq["alpha_774_W_Central_Ave_Rear"])
        self.assertOneCandidate(candidates)

    def test_geocode_esri_wgs_senado_mx(self):
        """
        Attempt to geocode ``Paseo de la Reforma 135, Tabacalera,
        Cuauhtémoc, Distrito Federal, 06030``.
        """
        candidates = self.g_esri_wgs.get_candidates(self.pq["senado_mx"])
        self.assertOneCandidate(candidates)
        search_text = "Paseo de la Reforma 135"
        self.assertEqual(
            search_text in candidates[0].match_addr,
            True,
            '"%s" not found in match_addr. Got "%s".' % (search_text, candidates[0].match_addr),
        )

    def test_geocode_esri_wgs_340_12th_bounded(self):
        """
        Trying to geocode ``340 12th St, Philadelphia PA`` would normally return results
        for both ``340 N 12th St`` and ``340 S 12th St``. Using a bounding box around Callowhill,
        we should only get the former.
        """
        candidates = self.g_esri_wgs.get_candidates(self.pq["bounded_340_12th"])
        self.assertOneCandidate(candidates)
        self.assertEqual(
            "340 N 12th" in candidates[0].match_addr,
            True,
            '"340 N 12th" not found in match_addr. Got "%s"' % candidates[0].match_addr,
        )

    def test_geocode_esri_wgs_zip_plus_4(self):
        """Check that geocoding 19127-1112 returns one result."""
        candidates = self.g_esri_wgs_postal_ok.get_candidates(self.pq["zip_plus_4_in_postal_plus_country"])
        self.assertOneCandidate(candidates)

    def test_geocode_esri_wgs_multipart(self):
        """Check that geocoding multipart address returns one result."""
        candidates = self.g_esri_wgs.get_candidates(self.pq["willow_street_parts"])
        self.assertOneCandidate(candidates)

    def test_bounded_no_viewbox(self):
        """
        Should return a nice error saying that PlaceQuery can't be bounded without Viewbox.
        """
        pass

    def test_geocode_esri_na_us_soap(self):
        """Test ESRI North America SOAP geocoder"""
        location = "340 N 12th St., Philadelphia, PA, US"
        candidates = self.g_esri_na_soap.get_candidates(location)
        self.assertEqual(len(candidates) > 0, True, "No candidates returned for %s." % location)

    def test_geocode_esri_na_us(self):
        """Test ESRI North America REST geocoder"""
        location = "340 N 12th St., Philadelphia, PA, US"
        candidates = self.g_esri_na.get_candidates(location)
        self.assertEqual(len(candidates) > 0, True, "No candidates returned for %s." % location)

    def test_geocode_esri_eu_soap(self):
        """Test ESRI Europe SOAP geocoder"""
        candidates = self.g_esri_eu_soap.get_candidates(
            PlaceQuery(address="31 Maiden Lane", city="London", country="UK")
        )
        self.assertEqual(len(candidates) > 0, True, "No candidates returned.")

    def test_geocode_esri_na_nz(self):
        """
        Test ESRI North America REST geocoder using a city in New Zealand.
        """
        candidates = self.g_esri_na.get_candidates(self.pq["karori"])
        self.assertEqual(
            len(candidates) > 0,
            False,
            "Found New Zealand address when this should only"
            "be using the North American ESRI geocoder. "
            "Candidates are %s." % candidates,
        )

    @unittest.skipIf(BING_MAPS_API_KEY is None, BING_KEY_REQUIRED_MSG)
    def test_geocode_bing(self):
        """Test Azavea's address using Bing geocoder"""
        candidates = self.g_bing.get_candidates(self.pq["azavea"])
        self.assertEqual(len(candidates) > 0, True, "No candidates returned.")

    @unittest.skipIf(MAPQUEST_API_KEY is None, MAPQUEST_KEY_REQUIRED_MSG)
    def test_geocode_mapquest(self):
        """Test Azavea's address using MapQuest geocoder."""
        candidates = self.g_mapquest.get_candidates(self.pq["azavea"])
        self.assertEqual(len(candidates) > 0, True, "No candidates returned.")

    @unittest.skipIf(MAPQUEST_API_KEY is None, MAPQUEST_KEY_REQUIRED_MSG)
    def test_geocode_mapquest_ssl(self):
        """Test Azavea's address using secure MapQuest geocoder."""
        candidates = self.g_mapquest_ssl.get_candidates(self.pq["azavea"])
        self.assertEqual(len(candidates) > 0, True, "No candidates returned.")

    def test_geocode_nom(self):
        """
        Test 1200 Callowhill Street using Nominatim geocoder.
        Also check to make sure coordinate values are floats and not some other data type.
        """
        candidates = self.g_nom.get_candidates(PlaceQuery("1200 Callowhill St, Philadelphia, PA"))
        x_type = type(candidates[0].x)
        y_type = type(candidates[0].y)
        self.assertEqual(x_type == float, True, "x coord is of type %s instead of float" % x_type)
        self.assertEqual(y_type == float, True, "y coord is of type %s instead of float" % y_type)
        self.assertEqual(len(candidates) > 0, True, "No candidates returned.")

    # def test_geocode_dc_address(self):
    #     """
    #     Check that '1600 Pennsylvania' returns first result using DC address locator.
    #     """
    #     candidates = self.g_dc.get_candidates(PlaceQuery('1600 pennsylvania'))
    #     self.assertTrue(len(candidates) > 0, 'No candidates returned.')
    #     self.assertTrue(candidates[0].locator == 'DC Address',
    #                     'Expected 1600 pennsylvania to be an address match')

    # def test_geocode_dc_intersection(self):
    #     """
    #     Check that 'H and 15th' returns first result using DC intersection locator.
    #     """
    #     candidates = self.g_dc.get_candidates(PlaceQuery('h and 15th'))
    #     self.assertTrue(len(candidates) > 0, 'No candidates returned.')
    #     self.assertTrue(candidates[0].locator == 'DC Intersection',
    #                     'h and 15th to be an intersection match')

    def test_geocode_dupepicker(self):
        """
        Check that '340 12th St returns results'
        """
        candidates = self.g.get_candidates(self.pq["ambiguous_azavea"])
        self.assertEqual(len(candidates) > 0, True, "No candidates returned.")

    @unittest.skipIf(BING_MAPS_API_KEY is None, BING_KEY_REQUIRED_MSG)
    def test_geocode_karori(self):
        """
        Check that '102 Karori Road Karori Wellington' returns an address
        with the correct house number and postcode.
        """
        candidates = self.g_bing.get_candidates(self.pq["karori"])
        self.assertEqual(len(candidates) > 0, True, "No candidates returned.")
        self.assertEqual(
            any([("102" in c.match_addr and "6012" in c.match_addr) for c in candidates]),
            True,
            'Could not find bldg. no. "102" and postcode "6012" in any address.',
        )

    def _test_geocode_results_all_(self, verbosity=0, geocoder=Geocoder(), expected_results=16):
        """
        Geocode a list of addresses. Some of these only work with Bing so 
        fewer results are expected when Bing is not used as a geocoder.
        """
        if verbosity > 1:
            logger.setLevel(logging.INFO)

        queries_with_results = 0
        for place in self.pq:
            logger.info(place)
            logger.info(len(place) * "-")
            candidates = geocoder.get_candidates(self.pq[place])
            if len(candidates) == 0:
                logger.info("Input: %s\n(no results)" % self.pq[place].query)
            else:
                queries_with_results += 1
                logger.info("Input:  %s" % self.pq[place].query)
                logger.info(
                    map(
                        lambda c: "Output: %r (%s %s)\n"
                        % (c.match_addr, c.geoservice, [c.locator, c.score, c.confidence, c.entity]),
                        candidates,
                    )
                )
        self.assertEqual(
            expected_results,
            queries_with_results,
            "Got results for %d of %d queries." % (queries_with_results, len(self.pq)),
        )

    def _test_geocode_results_all(self):
        if BING_MAPS_API_KEY is None:
            expected_results = 16
        else:
            self.g.add_source(["omgeo.services.Bing", {"settings": {"api_key": BING_MAPS_API_KEY}}])
            expected_results = len(self.pq)
        self._test_geocode_results_all_(geocoder=self.g, expected_results=len(self.pq))

    def test_esri_geocoder_na_default_override(self):
        """
        Test for default argument bug in 3.1 --
        EsriNA and EsriEU append processors rather than replace them
        """
        geocoder = Geocoder(
            [
                [
                    "omgeo.services.EsriNA",
                    {"postprocessors": [AttrFilter(["rooftop", "interpolation", "postal_specific"], "locator")]},
                ]
            ]
        )

        self.assertEqual(1, len(geocoder._sources[0]._postprocessors), "EsriNA geocoder incorrectly processed defaults")
        self.assertEqual(
            "AttrFilter",
            geocoder._sources[0]._postprocessors[0].__class__.__name__,
            "EsriNA geocoder incorrectly processed defaults",
        )

    def test_esri_geocoder_eu_default_override(self):
        """
        Test for default argument bug in 3.1 --
        EsriNA and EsriEU append processors rather than replace them
        """
        geocoder = Geocoder(
            [
                [
                    "omgeo.services.EsriEU",
                    {"postprocessors": [AttrFilter(["rooftop", "interpolation", "postal_specific"], "locator")]},
                ]
            ]
        )

        self.assertEqual(1, len(geocoder._sources[0]._postprocessors), "EsriEU geocoder incorrectly processed defaults")
        self.assertEqual(
            "AttrFilter",
            geocoder._sources[0]._postprocessors[0].__class__.__name__,
            "EsriEU geocoder incorrectly processed defaults",
        )
Пример #3
0
class GeocoderTest(OmgeoTestCase):
    """Tests using various geocoding APIs. Requires internet connection."""
    g = None  # not set until set up
    BING_KEY_REQUIRED_MSG = 'Enter a Bing Maps API key to run the Bing tests.'
    MAPQUEST_KEY_REQUIRED_MSG = 'Enter a MapQuest API key to run the MapQuest tests. '\
                                'Keys can be obtained at http://developer.mapquest.com/.'
    MAPZEN_KEY_REQUIRED_MSG = 'Enter a Mapzen Search API key to run Mapzen ' \
                              'tests. Keys can be obtained at ' \
                              'https://mapzen.com/developers/sign_in.'
    ESRI_KEY_REQUIRED_MSG = 'Enter an ESRI API key to run ESRI SOAP tests.'
    GOOGLE_KEY_REQUIRED_MSG = 'Enter a Google API key to run Google tests.'

    def setUp(self):
        # Viewbox objects - callowhill is from BSS Spring Garden station to Wash. Sq.
        vb = {'callowhill': Viewbox(-75.162628, 39.962769, -75.150963, 39.956322)}
        # PlaceQuery objects
        self.pq = {  # North American Addresses:
            'azavea': PlaceQuery('340 N 12th St Ste 402 Philadelphia PA'),
            'ambiguous_azavea': PlaceQuery('340 12th St Ste 402 Philadelphia PA'),
            'zip_plus_4_in_postal_plus_country': PlaceQuery(postal='19127-1115', country='US'),
            'wolf': PlaceQuery('Wolf Building'),
            'wolf_philly': PlaceQuery('Wolf Building, Philadelphia PA'),
            'wolf_bounded': PlaceQuery('Wolf Building', bounded=True, viewbox=vb['callowhill']),
            'bounded_340_12th': PlaceQuery('340 12th St, Philadelphia PA',
                                           bounded=True, viewbox=vb['callowhill']),
            'alpha_774R_W_Central_Ave': PlaceQuery('774R W Central Ave Alpha NJ'),
            'alpha_774_W_Central_Ave_Rear': PlaceQuery('774 W Central Ave Rear, Alpha NJ'),
            '8_kirkbride': PlaceQuery('8 Kirkbride Rd 08822'),
            'george_washington': PlaceQuery('201 W Montmorency Blvd, George, Washington'),
            'pine_needles_dr': PlaceQuery('11761 pine needles providence forge'),
            'pine_needles_ct': PlaceQuery('5328 pine needles providence forge'),
            'pine_needles_terr': PlaceQuery('5359 pine needles providence forge'),
            'moorestown_hyphenated': PlaceQuery('111-113 W Main St Moorestown NJ'),
            'willow_street': PlaceQuery('2819F Willow Street Pike Willow Street PA'),
            'willow_street_parts': PlaceQuery(address='2819F Willow Street Pike',
                                              city='Willow Street', state='PA', country='US'),
            'quebec': PlaceQuery('756 Rue Berri Montreal QC', country='CA'),
            'quebec_accent': PlaceQuery('527 Ch. Beauséjour, Saint-Elzéar-de-Témiscouata QC'),
            'quebec_hyphenated': PlaceQuery('227-227A Rue Commerciale, Saint-Louis-du-Ha! Ha! QC'),
            'senado_mx': PlaceQuery('Paseo de la Reforma 135, Tabacalera, Cuauhtémoc, Distrito Federal, 06030'),
            'senado_mx_struct': PlaceQuery(address='Paseo de la Reforma 135', neighborhood='Tabacalera, Cuauhtémoc', subregion='', state='Distrito Federal', postal='06030', country='MX'),
            # European Addresses:
            'london_pieces': PlaceQuery(address='31 Maiden Lane', city='London', country='UK'),
            'london_one_line': PlaceQuery('31 Maiden Lane, London WC2E', country='UK'),
            'london_pieces_hyphenated': PlaceQuery(address='31-32 Maiden Lane', city='London',
                                                   country='UK'),
            'london_one_line_hyphenated': PlaceQuery('31-32 Maiden Lane London WC2E', country='UK'),
            # Oceanian Addresses:
            'karori': PlaceQuery('102 Karori Road Karori Wellington', country='NZ'),
        }

        if BING_MAPS_API_KEY is not None:
            bing_settings = dict(api_key=BING_MAPS_API_KEY)
            self.g_bing = Geocoder([['omgeo.services.Bing', {'settings': bing_settings}]])

        if MAPQUEST_API_KEY is not None:
            mapquest_settings = dict(api_key=MAPQUEST_API_KEY)
            self.g_mapquest = Geocoder([['omgeo.services.MapQuest',
                                       {'settings': mapquest_settings}]])
            self.g_mapquest_ssl = Geocoder([['omgeo.services.MapQuestSSL',
                                           {'settings': mapquest_settings}]])

        if MAPZEN_API_KEY is not None:
            mapzen_settings = dict(api_key=MAPZEN_API_KEY)
            self.g_mapzen = Geocoder([['omgeo.services.Mapzen', {'settings': mapzen_settings}]])

        if GOOGLE_API_KEY is not None:
            self.g_google = Geocoder([['omgeo.services.Google',
                                     {'settings': {'api_key': GOOGLE_API_KEY}}]])

        #: main geocoder used for tests, using default APIs
        self.g = Geocoder()

        # Set up params for old ESRI rest services:
        esri_settings = {} if ESRI_MAPS_API_KEY is None else {'api_key': ESRI_MAPS_API_KEY}
        old_esri_params = {'settings': esri_settings}

        # geocoders using individual services
        # self.g_dc = Geocoder([['omgeo.services.CitizenAtlas', {}]])
        self.g_esri_na = Geocoder([['omgeo.services.EsriNA', old_esri_params]])
        self.g_esri_eu = Geocoder([['omgeo.services.EsriEU', old_esri_params]])
        self.g_esri_wgs = Geocoder([['omgeo.services.EsriWGS', {}]])
        if ESRI_MAPS_API_KEY is not None:  # SOAP services are subscriber-only now
            self.g_esri_na_soap = Geocoder([['omgeo.services.EsriNASoap', {}]])
            self.g_esri_eu_soap = Geocoder([['omgeo.services.EsriEUSoap', {}]])

        if MAPQUEST_API_KEY is not None:  # MapQuest's open Nominatime API now also requires a key
            self.g_nom = Geocoder([['omgeo.services.Nominatim', {}]])

        self.g_census = Geocoder([['omgeo.services.USCensus', {}]])

        ESRI_WGS_LOCATOR_MAP = {'PointAddress': 'rooftop',
                                'StreetAddress': 'interpolation',
                                'PostalExt': 'postal_specific',  # accept ZIP+4
                                'Postal': 'postal'}
        ESRI_WGS_POSTPROCESSORS_POSTAL_OK = [
            AttrExclude(['USA.Postal'], 'locator'),  # accept postal from everywhere but US (need PostalExt)
            AttrFilter(['PointAddress', 'StreetAddress', 'PostalExt', 'Postal'], 'locator_type'),
            AttrSorter(['PointAddress', 'StreetAddress', 'PostalExt', 'Postal'], 'locator_type'),
            AttrRename('locator', ESRI_WGS_LOCATOR_MAP),  # after filter to avoid searching things we toss out
            UseHighScoreIfAtLeast(99.8),
            ScoreSorter(),
            GroupBy('match_addr'),
            GroupBy(('x', 'y')),
        ]
        GEOCODERS_POSTAL_OK = [['omgeo.services.EsriWGS', {'postprocessors': ESRI_WGS_POSTPROCESSORS_POSTAL_OK}]]
        self.g_esri_wgs_postal_ok = Geocoder(GEOCODERS_POSTAL_OK)

        #: geocoder with fast timeout
        self.impatient_geocoder = Geocoder([['omgeo.services.EsriWGS', {'settings': {'timeout': 0.01}}]])

    def tearDown(self):
        pass

    def test_geocode_azavea(self):
        candidates = self.g.get_candidates(self.pq['azavea'])
        self.assertOneCandidate(candidates)

    def test_impatiently_geocode_azavea(self):
        candidates = self.impatient_geocoder.get_candidates(self.pq['azavea'])
        self.assertEqual(len(candidates) == 0, True,
                         'Candidates were unexpectedly returned in under 10ms.')

    @unittest.skipIf(ESRI_MAPS_API_KEY is None, ESRI_KEY_REQUIRED_MSG)
    def test_geocode_snap_points_1(self):
        """
        Geocoder expected to return the same place twice -- one with city as Flemington,
        and one with city as Readington Twp. This test checks that only one is picked.
        """
        candidates = self.g_esri_na.get_candidates(self.pq['8_kirkbride'])
        self.assertOneCandidate(candidates)

    @unittest.skipIf(BING_MAPS_API_KEY is None, BING_KEY_REQUIRED_MSG)
    def test_geocode_snap_points_2(self):
        """
        Bing geocoder expected to return the same place twice -- one with city as Alpha,
        and one with city as Phillipsburg. This test checks that only one is picked.
        """
        candidates = self.g_bing.get_candidates(self.pq['alpha_774_W_Central_Ave_Rear'])
        self.assertOneCandidate(candidates)

    def test_geocode_esri_wgs_senado_mx(self):
        """
        Attempt to geocode ``Paseo de la Reforma 135, Tabacalera,
        Cuauhtémoc, Distrito Federal, 06030``.
        """
        candidates = self.g_esri_wgs.get_candidates(self.pq['senado_mx'])
        self.assertOneCandidate(candidates)
        search_text = 'Paseo de la Reforma 135'
        self.assertEqual(search_text in candidates[0].match_addr, True,
                         '"%s" not found in match_addr. Got "%s".'
                         % (search_text, candidates[0].match_addr))

    def test_geocode_structured_esri_wgs_senado_mx(self):
        """
        Attempt to geocode ``Paseo de la Reforma 135, Tabacalera,
        Cuauhtémoc, Distrito Federal, 06030`` using a structured query to
        EsriWGS.
        """
        candidates = self.g_esri_wgs.get_candidates(self.pq['senado_mx_struct'])
        self.assertOneCandidate(candidates)
        search_text = 'Paseo de la Reforma 135'
        self.assertEqual(search_text in candidates[0].match_addr, True,
                         '"%s" not found in match_addr. Got "%s".'
                         % (search_text, candidates[0].match_addr))

    def test_geocode_esri_wgs_340_12th_bounded(self):
        """
        Trying to geocode ``340 12th St, Philadelphia PA`` would normally return results
        for both ``340 N 12th St`` and ``340 S 12th St``. Using a bounding box around Callowhill,
        we should only get the former.
        """
        candidates = self.g_esri_wgs.get_candidates(self.pq['bounded_340_12th'])
        self.assertOneCandidate(candidates)
        self.assertEqual('340 N 12th' in candidates[0].match_addr, True,
                         '"340 N 12th" not found in match_addr. Got "%s"' % candidates[0].match_addr)

    def test_geocode_esri_wgs_zip_plus_4(self):
        """Check that geocoding 19127-1112 returns one result."""
        candidates = self.g_esri_wgs_postal_ok.get_candidates(self.pq['zip_plus_4_in_postal_plus_country'])
        self.assertOneCandidate(candidates)

    def test_geocode_esri_wgs_multipart(self):
        """Check that geocoding multipart address returns one result."""
        candidates = self.g_esri_wgs.get_candidates(self.pq['willow_street_parts'])
        self.assertOneCandidate(candidates)

    def test_bounded_no_viewbox(self):
        """
        Should return a nice error saying that PlaceQuery can't be bounded without Viewbox.
        """
        pass

    @unittest.skipIf(ESRI_MAPS_API_KEY is None, ESRI_KEY_REQUIRED_MSG)
    def test_geocode_esri_na_us_soap(self):
        """Test ESRI North America SOAP geocoder"""
        location = '340 N 12th St., Philadelphia, PA, US'
        candidates = self.g_esri_na_soap.get_candidates(location)
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned for %s.' % location)

    @unittest.skipIf(ESRI_MAPS_API_KEY is None, ESRI_KEY_REQUIRED_MSG)
    def test_geocode_esri_na_us(self):
        """Test ESRI North America REST geocoder"""
        location = '340 N 12th St., Philadelphia, PA, US'
        candidates = self.g_esri_na.get_candidates(location)
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned for %s.' % location)

    @unittest.skipIf(ESRI_MAPS_API_KEY is None, ESRI_KEY_REQUIRED_MSG)
    def test_geocode_esri_eu_soap(self):
        """Test ESRI Europe SOAP geocoder"""
        candidates = self.g_esri_eu_soap.get_candidates(PlaceQuery(
            address='31 Maiden Lane', city='London', country='UK'))
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    @unittest.skipIf(ESRI_MAPS_API_KEY is None, ESRI_KEY_REQUIRED_MSG)
    def test_geocode_esri_na_nz(self):
        """
        Test ESRI North America REST geocoder using a city in New Zealand.
        """
        candidates = self.g_esri_na.get_candidates(self.pq['karori'])
        self.assertEqual(len(candidates) > 0, False,
                         'Found New Zealand address when this should only'
                         'be using the North American ESRI geocoder. '
                         'Candidates are %s.' % candidates)

    @unittest.skipIf(BING_MAPS_API_KEY is None, BING_KEY_REQUIRED_MSG)
    def test_geocode_bing(self):
        """Test Azavea's address using Bing geocoder"""
        candidates = self.g_bing.get_candidates(self.pq['azavea'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    @unittest.skipIf(MAPQUEST_API_KEY is None, MAPQUEST_KEY_REQUIRED_MSG)
    def test_geocode_mapquest(self):
        """Test Azavea's address using MapQuest geocoder."""
        candidates = self.g_mapquest.get_candidates(self.pq['azavea'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    @unittest.skipIf(MAPQUEST_API_KEY is None, MAPQUEST_KEY_REQUIRED_MSG)
    def test_geocode_mapquest_ssl(self):
        """Test Azavea's address using secure MapQuest geocoder."""
        candidates = self.g_mapquest_ssl.get_candidates(self.pq['azavea'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    @unittest.skipIf(MAPZEN_API_KEY is None, MAPZEN_KEY_REQUIRED_MSG)
    def test_geocode_mapzen(self):
        """Test Azavea's address using Mapzen geocoder"""
        candidates = self.g_mapzen.get_candidates(self.pq['azavea'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    @unittest.skipIf(MAPQUEST_API_KEY is None, MAPQUEST_KEY_REQUIRED_MSG)
    def test_geocode_nom(self):
        """
        Test 1200 Callowhill Street using Nominatim geocoder.
        Also check to make sure coordinate values are floats and not some other data type.
        """
        candidates = self.g_nom.get_candidates(PlaceQuery('1200 Callowhill St, Philadelphia, PA'))
        x_type = type(candidates[0].x)
        y_type = type(candidates[0].y)
        self.assertEqual(x_type == float, True, 'x coord is of type %s instead of float' % x_type)
        self.assertEqual(y_type == float, True, 'y coord is of type %s instead of float' % y_type)
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    def test_geocode_census(self):
        """Test Azavea's address using US Census geocoder."""
        candidates = self.g_census.get_candidates(PlaceQuery('1200 Callowhill St, Philadelphia, PA'))
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    def test_EsriWGS_address_components(self):
        """Make sure EsriWGS returns address components"""
        candidate = self.g_esri_wgs.get_candidates(self.pq['azavea'])[0]
        self._test_address_components(candidate)

    def test_census_address_components(self):
        """Make sure census geocoder returns address components"""
        candidate = self.g_census.get_candidates(self.pq['azavea'])[0]
        self._test_address_components(candidate)

    def test_geocode_dupepicker(self):
        """
        Check that '340 12th St returns results'
        """
        candidates = self.g.get_candidates(self.pq['ambiguous_azavea'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    @unittest.skipIf(BING_MAPS_API_KEY is None, BING_KEY_REQUIRED_MSG)
    def test_geocode_karori(self):
        """
        Check that '102 Karori Road Karori Wellington' returns an address
        with the correct house number and postcode.
        """
        candidates = self.g_bing.get_candidates(self.pq['karori'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')
        self.assertEqual(any([('102' in c.match_addr and '6012' in c.match_addr) for c in candidates]),
            True, 'Could not find bldg. no. "102" and postcode "6012" in any address.')

    def _test_address_components(self, candidate):
            for field in ['match_streetaddr', 'match_city', 'match_subregion', 'match_region',
                          'match_postal', 'match_country']:
                self.assertIsNotNone(getattr(candidate, field, None),
                                     msg='Missing address component %s' % field)

    def _test_geocode_results_all_(self, verbosity=0, geocoder=Geocoder(),
                                   expected_results=16):
        """
        Geocode a list of addresses. Some of these only work with Bing so
        fewer results are expected when Bing is not used as a geocoder.
        """
        if verbosity > 1:
            logger.setLevel(logging.INFO)

        queries_with_results = 0
        for place in self.pq:
            logger.info(place)
            logger.info(len(place) * '-')
            candidates = geocoder.get_candidates(self.pq[place])
            if len(candidates) == 0:
                logger.info('Input: %s\n(no results)' % self.pq[place].query)
            else:
                queries_with_results += 1
                logger.info('Input:  %s' % self.pq[place].query)
                logger.info(map(lambda c: 'Output: %r (%s %s)\n' %
                                (c.match_addr,
                                 c.geoservice,
                                 [c.locator, c.score, c.confidence, c.entity]),
                                candidates))
        self.assertEqual(expected_results, queries_with_results,
                         'Got results for %d of %d queries.' % (queries_with_results, len(self.pq)))

    def _test_geocode_results_all(self):
        if BING_MAPS_API_KEY is None:
            expected_results = 16
        else:
            self.g.add_source(['omgeo.services.Bing', {'settings': {'api_key': BING_MAPS_API_KEY}}])
            expected_results = len(self.pq)
        self._test_geocode_results_all_(geocoder=self.g, expected_results=expected_results)

    def test_esri_geocoder_na_default_override(self):
        """
        Test for default argument bug in 3.1 --
        EsriNA and EsriEU append processors rather than replace them
        """
        geocoder = Geocoder([['omgeo.services.EsriNA',
                            {'postprocessors': [AttrFilter([
                                'rooftop',
                                'interpolation',
                                'postal_specific'],
                                'locator')]}]])

        self.assertEqual(1, len(geocoder._sources[0]._postprocessors),
                         'EsriNA geocoder incorrectly processed defaults')
        self.assertEqual('AttrFilter', geocoder._sources[0]._postprocessors[0].__class__.__name__,
                         'EsriNA geocoder incorrectly processed defaults')

    def test_esri_geocoder_eu_default_override(self):
        """
        Test for default argument bug in 3.1 --
        EsriNA and EsriEU append processors rather than replace them
        """
        geocoder = Geocoder([['omgeo.services.EsriEU',
                            {'postprocessors': [AttrFilter([
                                'rooftop',
                                'interpolation',
                                'postal_specific'],
                                'locator')]}]])

        self.assertEqual(1, len(geocoder._sources[0]._postprocessors),
                         'EsriEU geocoder incorrectly processed defaults')
        self.assertEqual('AttrFilter',
                         geocoder._sources[0]._postprocessors[0].__class__.__name__,
                         'EsriEU geocoder incorrectly processed defaults')

    @unittest.skipIf(GOOGLE_API_KEY is None, GOOGLE_KEY_REQUIRED_MSG)
    def test_google_geocode_azavea(self):
        candidates = self.g_google.get_candidates(self.pq['azavea'])
        self.assertOneCandidate(candidates)

    @unittest.skipIf(GOOGLE_API_KEY is None, GOOGLE_KEY_REQUIRED_MSG)
    def test_google_geocode_multipart(self):
        """Check that geocoding multipart address returns one result."""
        candidates = self.g_google.get_candidates(self.pq['willow_street_parts'])
        self.assertOneCandidate(candidates)

    @unittest.skipIf(GOOGLE_API_KEY is None, GOOGLE_KEY_REQUIRED_MSG)
    def test_google_country_filter(self):
        candidates = self.g_google.get_candidates('York')
        self.assertOneCandidate(candidates)
        self.assertEqual(candidates[0].match_region, 'PA')
        candidates = self.g_google.get_candidates(PlaceQuery('York', country='UK'))
        self.assertOneCandidate(candidates)
        self.assertEqual(candidates[0].match_country, 'GB')
Пример #4
0
class GeocoderTest(OmgeoTestCase):
    """Tests using various geocoding APIs. Requires internet connection."""
    g = None # not set until set up
    BING_KEY_REQUIRED_MSG = 'Enter a Bing Maps API key to run the Bing tests.'
    MAPQUEST_KEY_REQUIRED_MSG = 'Enter a MapQuest API key to run the MapQuest tests. '\
                                'Keys can be obtained at http://developer.mapquest.com/.'
    MAPZEN_KEY_REQUIRED_MSG = 'Enter a Mapzen Search API key to run Mapzen ' \
                              'tests. Keys can be obtained at ' \
                              'https://mapzen.com/developers/sign_in.'

    def setUp(self):
        # Viewbox objects - callowhill is from BSS Spring Garden station to Wash. Sq.
        vb = {'callowhill': Viewbox(-75.162628, 39.962769, -75.150963, 39.956322)}
        # PlaceQuery objects
        self.pq = { # North American Addresses:
                    'azavea': PlaceQuery('340 N 12th St Ste 402 Philadelphia PA'),
                    'ambiguous_azavea': PlaceQuery('340 12th St Ste 402 Philadelphia PA'),
                    'zip_plus_4_in_postal_plus_country': PlaceQuery(postal='19127-1115', country='US'),
                    'wolf': PlaceQuery('Wolf Building'),
                    'wolf_philly': PlaceQuery('Wolf Building, Philadelphia PA'),
                    'wolf_bounded': PlaceQuery('Wolf Building',
                        bounded=True, viewbox=vb['callowhill']),
                    'bounded_340_12th': PlaceQuery('340 12th St, Philadelphia PA',
                        bounded=True, viewbox=vb['callowhill']),
                    'alpha_774R_W_Central_Ave': PlaceQuery('774R W Central Ave Alpha NJ'),
                    'alpha_774_W_Central_Ave_Rear': PlaceQuery('774 W Central Ave Rear, Alpha NJ'),
                    '8_kirkbride': PlaceQuery('8 Kirkbride Rd 08822'),
                    'george_washington': PlaceQuery('201 W Montmorency Blvd, George, Washington'),
                    'pine_needles_dr': PlaceQuery('11761 pine needles providence forge'),
                    'pine_needles_ct': PlaceQuery('5328 pine needles providence forge'),
                    'pine_needles_terr': PlaceQuery('5359 pine needles providence forge'),
                    'moorestown_hyphenated': PlaceQuery('111-113 W Main St Moorestown NJ'),
                    'willow_street': PlaceQuery('2819F Willow Street Pike Willow Street PA'),
                    'willow_street_parts': PlaceQuery(address='2819F Willow Street Pike',
                                                      city='Willow Street', state='PA', country='US'),
                    'quebec': PlaceQuery('756 Rue Berri Montreal QC', country='CA'),
                    'quebec_accent': PlaceQuery('527 Ch. Beauséjour, Saint-Elzéar-de-Témiscouata QC'),
                    'quebec_hyphenated': PlaceQuery('227-227A Rue Commerciale, Saint-Louis-du-Ha! Ha! QC'),
                    'senado_mx': PlaceQuery('Paseo de la Reforma 135, Tabacalera, Cuauhtémoc, Distrito Federal, 06030'),
                    'senado_mx_struct': PlaceQuery(address='Paseo de la Reforma 135', neighborhood='Tabacalera, Cuauhtémoc', subregion='', state='Distrito Federal', postal='06030', country='MX'),
                    # European Addresses:
                    'london_pieces': PlaceQuery(address='31 Maiden Lane', city='London', country='UK'),
                    'london_one_line': PlaceQuery('31 Maiden Lane, London WC2E', country='UK'),
                    'london_pieces_hyphenated': PlaceQuery(address='31-32 Maiden Lane', city='London', country='UK'),
                    'london_one_line_hyphenated': PlaceQuery('31-32 Maiden Lane London WC2E', country='UK'),
                    # Oceanian Addresses:
                    'karori': PlaceQuery('102 Karori Road Karori Wellington', country='NZ'),
                    }

        if BING_MAPS_API_KEY is not None:
            bing_settings = dict(api_key=BING_MAPS_API_KEY)
            self.g_bing = Geocoder([['omgeo.services.Bing', {'settings': bing_settings}]])

        if MAPQUEST_API_KEY is not None:
            mapquest_settings = dict(api_key=MAPQUEST_API_KEY)
            self.g_mapquest = Geocoder([['omgeo.services.MapQuest', {'settings': mapquest_settings}]])
            self.g_mapquest_ssl = Geocoder([['omgeo.services.MapQuestSSL', {'settings': mapquest_settings}]])

        if MAPZEN_API_KEY is not None:
            mapzen_settings = dict(api_key=MAPZEN_API_KEY)
            self.g_mapzen = Geocoder([['omgeo.services.Mapzen', {'settings':
            mapzen_settings}]])

        #: main geocoder used for tests, using default APIs
        self.g = Geocoder()

        # Set up params for old ESRI rest services:
        esri_settings = {} if ESRI_MAPS_API_KEY is None else {'api_key': ESRI_MAPS_API_KEY}
        old_esri_params = {'settings': esri_settings}

        # geocoders using individual services
        # self.g_dc = Geocoder([['omgeo.services.CitizenAtlas', {}]])
        self.g_esri_na = Geocoder([['omgeo.services.EsriNA', old_esri_params]])
        self.g_esri_eu = Geocoder([['omgeo.services.EsriEU', old_esri_params]])
        self.g_esri_na_soap = Geocoder([['omgeo.services.EsriNASoap', {}]])
        self.g_esri_eu_soap = Geocoder([['omgeo.services.EsriEUSoap', {}]])
        self.g_esri_wgs = Geocoder([['omgeo.services.EsriWGS', {}]])
        self.g_nom = Geocoder([['omgeo.services.Nominatim', {}]])
        self.g_census = Geocoder([['omgeo.services.USCensus', {}]])

        ESRI_WGS_LOCATOR_MAP = {'PointAddress': 'rooftop',
                                'StreetAddress': 'interpolation',
                                'PostalExt': 'postal_specific', # accept ZIP+4
                                'Postal': 'postal'}
        ESRI_WGS_POSTPROCESSORS_POSTAL_OK = [
            AttrExclude(['USA.Postal'], 'locator'), #accept postal from everywhere but US (need PostalExt)
            AttrFilter(['PointAddress', 'StreetAddress', 'PostalExt', 'Postal'], 'locator_type'),
            AttrSorter(['PointAddress', 'StreetAddress', 'PostalExt', 'Postal'], 'locator_type'),
            AttrRename('locator', ESRI_WGS_LOCATOR_MAP), # after filter to avoid searching things we toss out
            UseHighScoreIfAtLeast(99.8),
            ScoreSorter(),
            GroupBy('match_addr'),
            GroupBy(('x', 'y')),
        ]
        GEOCODERS_POSTAL_OK = [['omgeo.services.EsriWGS', {'postprocessors': ESRI_WGS_POSTPROCESSORS_POSTAL_OK}]]
        self.g_esri_wgs_postal_ok = Geocoder(GEOCODERS_POSTAL_OK)

        #: geocoder with fast timeout
        self.impatient_geocoder = Geocoder([['omgeo.services.EsriWGS', {'settings': {'timeout': 0.01}}]])

    def tearDown(self):
        pass

    def test_geocode_azavea(self):
        candidates = self.g.get_candidates(self.pq['azavea'])
        self.assertOneCandidate(candidates)

    def test_impatiently_geocode_azavea(self):
        candidates = self.impatient_geocoder.get_candidates(self.pq['azavea'])
        self.assertEqual(len(candidates) == 0, True, 'Candidates were unexpectedly returned in under 10ms.')

    def test_geocode_snap_points_1(self):
        """
        Geocoder expected to return the same place twice -- one with city as Flemington,
        and one with city as Readington Twp. This test checks that only one is picked.
        """
        candidates = self.g_esri_na.get_candidates(self.pq['8_kirkbride'])
        self.assertOneCandidate(candidates)

    @unittest.skipIf(BING_MAPS_API_KEY is None, BING_KEY_REQUIRED_MSG)
    def test_geocode_snap_points_2(self):
        """
        Bing geocoder expected to return the same place twice -- one with city as Alpha,
        and one with city as Phillipsburg. This test checks that only one is picked.
        """
        candidates = self.g_bing.get_candidates(self.pq['alpha_774_W_Central_Ave_Rear'])
        self.assertOneCandidate(candidates)

    def test_geocode_esri_wgs_senado_mx(self):
        """
        Attempt to geocode ``Paseo de la Reforma 135, Tabacalera,
        Cuauhtémoc, Distrito Federal, 06030``.
        """
        candidates = self.g_esri_wgs.get_candidates(self.pq['senado_mx'])
        self.assertOneCandidate(candidates)
        search_text = 'Paseo de la Reforma 135'
        self.assertEqual(search_text in candidates[0].match_addr, True,
                         '"%s" not found in match_addr. Got "%s".'
                         % (search_text, candidates[0].match_addr))

    def test_geocode_structured_esri_wgs_senado_mx(self):
        """
        Attempt to geocode ``Paseo de la Reforma 135, Tabacalera,
        Cuauhtémoc, Distrito Federal, 06030`` using a structured query to
        EsriWGS.
        """
        candidates = self.g_esri_wgs.get_candidates(self.pq['senado_mx_struct'])
        self.assertOneCandidate(candidates)
        search_text = 'Paseo de la Reforma 135'
        self.assertEqual(search_text in candidates[0].match_addr, True,
                         '"%s" not found in match_addr. Got "%s".'
                         % (search_text, candidates[0].match_addr))

    def test_geocode_esri_wgs_340_12th_bounded(self):
        """
        Trying to geocode ``340 12th St, Philadelphia PA`` would normally return results
        for both ``340 N 12th St`` and ``340 S 12th St``. Using a bounding box around Callowhill,
        we should only get the former.
        """
        candidates = self.g_esri_wgs.get_candidates(self.pq['bounded_340_12th'])
        self.assertOneCandidate(candidates)
        self.assertEqual('340 N 12th' in candidates[0].match_addr, True,
                         '"340 N 12th" not found in match_addr. Got "%s"' % candidates[0].match_addr)

    def test_geocode_esri_wgs_zip_plus_4(self):
        """Check that geocoding 19127-1112 returns one result."""
        candidates = self.g_esri_wgs_postal_ok.get_candidates(self.pq['zip_plus_4_in_postal_plus_country'])
        self.assertOneCandidate(candidates)

    def test_geocode_esri_wgs_multipart(self):
        """Check that geocoding multipart address returns one result."""
        candidates = self.g_esri_wgs.get_candidates(self.pq['willow_street_parts'])
        self.assertOneCandidate(candidates)

    def test_bounded_no_viewbox(self):
        """
        Should return a nice error saying that PlaceQuery can't be bounded without Viewbox.
        """
        pass

    def test_geocode_esri_na_us_soap(self):
        """Test ESRI North America SOAP geocoder"""
        location = '340 N 12th St., Philadelphia, PA, US'
        candidates = self.g_esri_na_soap.get_candidates(location)
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned for %s.' % location)

    def test_geocode_esri_na_us(self):
        """Test ESRI North America REST geocoder"""
        location = '340 N 12th St., Philadelphia, PA, US'
        candidates = self.g_esri_na.get_candidates(location)
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned for %s.' % location)

    def test_geocode_esri_eu_soap(self):
        """Test ESRI Europe SOAP geocoder"""
        candidates = self.g_esri_eu_soap.get_candidates(PlaceQuery(
            address='31 Maiden Lane', city='London', country='UK'))
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    def test_geocode_esri_na_nz(self):
        """
        Test ESRI North America REST geocoder using a city in New Zealand.
        """
        candidates = self.g_esri_na.get_candidates(self.pq['karori'])
        self.assertEqual(len(candidates) > 0, False,
                         'Found New Zealand address when this should only'
                         'be using the North American ESRI geocoder. '
                         'Candidates are %s.' % candidates)

    @unittest.skipIf(BING_MAPS_API_KEY is None, BING_KEY_REQUIRED_MSG)
    def test_geocode_bing(self):
        """Test Azavea's address using Bing geocoder"""
        candidates = self.g_bing.get_candidates(self.pq['azavea'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    @unittest.skipIf(MAPQUEST_API_KEY is None, MAPQUEST_KEY_REQUIRED_MSG)
    def test_geocode_mapquest(self):
        """Test Azavea's address using MapQuest geocoder."""
        candidates = self.g_mapquest.get_candidates(self.pq['azavea'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    @unittest.skipIf(MAPQUEST_API_KEY is None, MAPQUEST_KEY_REQUIRED_MSG)
    def test_geocode_mapquest_ssl(self):
        """Test Azavea's address using secure MapQuest geocoder."""
        candidates = self.g_mapquest_ssl.get_candidates(self.pq['azavea'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    @unittest.skipIf(MAPZEN_API_KEY is None, MAPZEN_KEY_REQUIRED_MSG)
    def test_geocode_mapzen(self):
        """Test Azavea's address using Mapzen geocoder"""
        candidates = self.g_mapzen.get_candidates(self.pq['azavea'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    def test_geocode_nom(self):
        """
        Test 1200 Callowhill Street using Nominatim geocoder.
        Also check to make sure coordinate values are floats and not some other data type.
        """
        candidates = self.g_nom.get_candidates(PlaceQuery('1200 Callowhill St, Philadelphia, PA'))
        x_type = type(candidates[0].x)
        y_type = type(candidates[0].y)
        self.assertEqual(x_type == float, True, 'x coord is of type %s instead of float' % x_type)
        self.assertEqual(y_type == float, True, 'y coord is of type %s instead of float' % y_type)
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    def test_geocode_census(self):
        """Test Azavea's address using US Census geocoder."""
        candidates = self.g_census.get_candidates(PlaceQuery('1200 Callowhill St, Philadelphia, PA'))
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    def test_address_components(self):
        """Make sure EsriWGS returns address components"""
        candidate = self.g_esri_wgs.get_candidates(self.pq['azavea'])[0]
        self._test_address_components(candidate)
        candidate = self.g_census.get_candidates(self.pq['azavea'])[0]
        self._test_address_components(candidate)
    # def test_geocode_dc_address(self):
    #     """
    #     Check that '1600 Pennsylvania' returns first result using DC address locator.
    #     """
    #     candidates = self.g_dc.get_candidates(PlaceQuery('1600 pennsylvania'))
    #     self.assertTrue(len(candidates) > 0, 'No candidates returned.')
    #     self.assertTrue(candidates[0].locator == 'DC Address',
    #                     'Expected 1600 pennsylvania to be an address match')

    # def test_geocode_dc_intersection(self):
    #     """
    #     Check that 'H and 15th' returns first result using DC intersection locator.
    #     """
    #     candidates = self.g_dc.get_candidates(PlaceQuery('h and 15th'))
    #     self.assertTrue(len(candidates) > 0, 'No candidates returned.')
    #     self.assertTrue(candidates[0].locator == 'DC Intersection',
    #                     'h and 15th to be an intersection match')

    def test_geocode_dupepicker(self):
        """
        Check that '340 12th St returns results'
        """
        candidates = self.g.get_candidates(self.pq['ambiguous_azavea'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')

    @unittest.skipIf(BING_MAPS_API_KEY is None, BING_KEY_REQUIRED_MSG)
    def test_geocode_karori(self):
        """
        Check that '102 Karori Road Karori Wellington' returns an address
        with the correct house number and postcode.
        """
        candidates = self.g_bing.get_candidates(self.pq['karori'])
        self.assertEqual(len(candidates) > 0, True, 'No candidates returned.')
        self.assertEqual(any([('102' in c.match_addr and '6012' in c.match_addr) for c in candidates]),
            True, 'Could not find bldg. no. "102" and postcode "6012" in any address.')

    def _test_address_components(self, candidate):
            for field in ['match_streetaddr', 'match_city', 'match_subregion', 'match_region',
                          'match_postal', 'match_country']:
                self.assertIsNotNone(getattr(candidate, field, None),
                                     msg='Missing address component %s' % field)

    def _test_geocode_results_all_(self, verbosity=0, geocoder=Geocoder(),
                                   expected_results=16):
        """
        Geocode a list of addresses. Some of these only work with Bing so
        fewer results are expected when Bing is not used as a geocoder.
        """
        if verbosity > 1:
            logger.setLevel(logging.INFO)

        queries_with_results = 0
        for place in self.pq:
            logger.info(place)
            logger.info(len(place) * '-')
            candidates = geocoder.get_candidates(self.pq[place])
            if len(candidates) == 0:
                logger.info('Input: %s\n(no results)' % self.pq[place].query)
            else:
                queries_with_results += 1
                logger.info('Input:  %s' % self.pq[place].query)
                logger.info(map(lambda c: 'Output: %r (%s %s)\n' %
                    (c.match_addr,
                    c.geoservice,
                    [c.locator, c.score, c.confidence, c.entity]),
                    candidates))
        self.assertEqual(expected_results, queries_with_results,
                         'Got results for %d of %d queries.' % (queries_with_results, len(self.pq)))

    def _test_geocode_results_all(self):
        if BING_MAPS_API_KEY is None:
            expected_results=16
        else:
            self.g.add_source(['omgeo.services.Bing',
                     {'settings':{'api_key':BING_MAPS_API_KEY}}])
            expected_results=len(self.pq)
        self._test_geocode_results_all_(geocoder=self.g, expected_results=len(self.pq))

    def test_esri_geocoder_na_default_override(self):
        """
        Test for default argument bug in 3.1 --
        EsriNA and EsriEU append processors rather than replace them
        """
        geocoder = Geocoder([['omgeo.services.EsriNA',
                            {'postprocessors': [AttrFilter([
                                'rooftop',
                                'interpolation',
                                'postal_specific'],
                                'locator')]}]])

        self.assertEqual(1, len(geocoder._sources[0]._postprocessors),
            'EsriNA geocoder incorrectly processed defaults')
        self.assertEqual('AttrFilter',
            geocoder._sources[0]._postprocessors[0].__class__.__name__,
            'EsriNA geocoder incorrectly processed defaults')

    def test_esri_geocoder_eu_default_override(self):
        """
        Test for default argument bug in 3.1 --
        EsriNA and EsriEU append processors rather than replace them
        """
        geocoder = Geocoder([['omgeo.services.EsriEU',
                            {'postprocessors': [AttrFilter([
                                'rooftop',
                                'interpolation',
                                'postal_specific'],
                                'locator')]}]])

        self.assertEqual(1, len(geocoder._sources[0]._postprocessors),
            'EsriEU geocoder incorrectly processed defaults')
        self.assertEqual('AttrFilter',
            geocoder._sources[0]._postprocessors[0].__class__.__name__,
            'EsriEU geocoder incorrectly processed defaults')