Resolve conflicts

diff --git a/docs/admin/Import.md b/docs/admin/Import.md
index 2686942ebcfd8cd67b723d35eabbcb1455c3f90b..264b46f41928081b0d0d57d1c3c9df397c879c41 100644 (file)
--- a/docs/admin/Import.md
+++ b/docs/admin/Import.md
@@ -277,7 +277,60 @@ If you want to be able to search for places by their type through
 [special key phrases](https://wiki.openstreetmap.org/wiki/Nominatim/Special_Phrases)
 you also need to import these key phrases like this:
 
-    nominatim special-phrases --import-from-wiki
+```sh
+nominatim special-phrases --import-from-wiki
+```
 
 Note that this command downloads the phrases from the wiki link above. You
 need internet access for the step.
+
+You can also import some phrases from a csv file. 
+To do so, you have access to the following command:
+
+```sh
+nominatim special-phrases --import-from-csv <csv file>
+```
+
+Note that the 2 previous commands will update the phrases from your database.
+This mean that if you import some phrases from a csv file, only the phrases
+present in the csv file will be kept into the database. All other phrases will
+be removed.
+
+If you want to only add new phrases and not update the other ones you can add
+the argument `--no-replace` to the import command. For example:
+
+```sh
+nominatim special-phrases --import-from-csv <csv file> --no-replace
+```
+
+This will add the phrases present in the csv file into the database without
+removing the other ones.
+
+## Installing Tiger housenumber data for the US
+
+Nominatim is able to use the official [TIGER](https://www.census.gov/geographies/mapping-files/time-series/geo/tiger-line-file.html)
+address set to complement the OSM house number data in the US. You can add
+TIGER data to your own Nominatim instance by following these steps. The
+entire US adds about 10GB to your database.
+
+  1. Get preprocessed TIGER 2020 data:
+
+        cd $PROJECT_DIR
+        wget https://nominatim.org/data/tiger2020-nominatim-preprocessed.tar.gz
+
+  2. Import the data into your Nominatim database:
+
+        nominatim add-data --tiger-data tiger2020-nominatim-preprocessed.tar.gz
+
+  3. Enable use of the Tiger data in your `.env` by adding:
+
+        echo NOMINATIM_USE_US_TIGER_DATA=yes >> .env
+
+  4. Apply the new settings:
+
+        nominatim refresh --functions
+
+
+See the [developer's guide](../develop/data-sources.md#us-census-tiger) for more
+information on how the data got preprocessed.
+

diff --git a/nominatim/clicmd/special_phrases.py b/nominatim/clicmd/special_phrases.py
index 002960feb2049b9d850ea54aeebc7b1644ba4dd1..b20a41010680f020ffe6c4bfa9b63928be175c4f 100644 (file)
--- a/nominatim/clicmd/special_phrases.py
+++ b/nominatim/clicmd/special_phrases.py
@@ -2,8 +2,12 @@
     Implementation of the 'special-phrases' command.
 """
 import logging
-from nominatim.tools import SpecialPhrasesImporter
+from pathlib import Path
+from nominatim.errors import UsageError
 from nominatim.db.connection import connect
+from nominatim.tools.special_phrases.sp_importer import SPImporter
+from nominatim.tools.special_phrases.sp_wiki_loader import SPWikiLoader
+from nominatim.tools.special_phrases.sp_csv_loader import SPCsvLoader
 
 LOG = logging.getLogger()
 
@@ -21,16 +25,36 @@ class ImportSpecialPhrases:
         group = parser.add_argument_group('Input arguments')
         group.add_argument('--import-from-wiki', action='store_true',
                            help='Import special phrases from the OSM wiki to the database.')
+        group.add_argument('--import-from-csv', metavar='FILE',
+                           help='Import special phrases from a CSV file.')
+        group.add_argument('--no-replace', action='store_true',
+                           help='Keep the old phrases and only add the new ones.')
 
     @staticmethod
     def run(args):
-        from ..tokenizer import factory as tokenizer_factory
-
         if args.import_from_wiki:
-            LOG.warning('Special phrases importation starting')
-            tokenizer = tokenizer_factory.get_tokenizer_for_db(args.config)
-            with connect(args.config.get_libpq_dsn()) as db_connection:
-                SpecialPhrasesImporter(
-                    args.config, args.phplib_dir, db_connection
-                ).import_from_wiki(tokenizer)
+            ImportSpecialPhrases.start_import(args, SPWikiLoader(args.config))
+
+        if args.import_from_csv:
+            if not Path(args.import_from_csv).is_file():
+                LOG.fatal("CSV file '%s' does not exist.", args.import_from_csv)
+                raise UsageError('Cannot access file.')
+
+            ImportSpecialPhrases.start_import(args, SPCsvLoader(args.import_from_csv))
+
         return 0
+
+    @staticmethod
+    def start_import(args, loader):
+        """
+            Create the SPImporter object containing the right
+            sp loader and then start the import of special phrases.
+        """
+        from ..tokenizer import factory as tokenizer_factory
+
+        tokenizer = tokenizer_factory.get_tokenizer_for_db(args.config)
+        should_replace = not args.no_replace
+        with connect(args.config.get_libpq_dsn()) as db_connection:
+            SPImporter(
+                args.config, args.phplib_dir, db_connection, loader
+            ).import_phrases(tokenizer, should_replace)

diff --git a/nominatim/tokenizer/legacy_icu_tokenizer.py b/nominatim/tokenizer/legacy_icu_tokenizer.py
index 7205ddefab0c449ec33da6610fe98edb8cfb48ba..156e99ece67f156d463f5d7e84858dcb7b80c027 100644 (file)
--- a/nominatim/tokenizer/legacy_icu_tokenizer.py
+++ b/nominatim/tokenizer/legacy_icu_tokenizer.py
@@ -335,7 +335,7 @@ class LegacyICUNameAnalyzer:
                                        'search_name_count'])
 
 
-    def update_special_phrases(self, phrases):
+    def update_special_phrases(self, phrases, should_replace):
         """ Replace the search index for special phrases with the new phrases.
         """
         norm_phrases = set(((self.normalize(p[0]), p[1], p[2], p[3])
@@ -374,7 +374,7 @@ class LegacyICUNameAnalyzer:
                               columns=['word', 'word_token', 'class', 'type',
                                        'operator', 'search_name_count'])
 
-            if to_delete:
+            if to_delete and should_replace:
                 psycopg2.extras.execute_values(
                     cur,
                     """ DELETE FROM word USING (VALUES %s) as v(name, in_class, in_type, op)

diff --git a/nominatim/tokenizer/legacy_tokenizer.py b/nominatim/tokenizer/legacy_tokenizer.py
index 3808c68e069f3f00b7f76bb84847d7b43ccb4ba0..4c03678d12e0c95ab613d44f2c152febd2e6294c 100644 (file)
--- a/nominatim/tokenizer/legacy_tokenizer.py
+++ b/nominatim/tokenizer/legacy_tokenizer.py
@@ -352,7 +352,7 @@ class LegacyNameAnalyzer:
 
 
 
-    def update_special_phrases(self, phrases):
+    def update_special_phrases(self, phrases, should_replace):
         """ Replace the search index for special phrases with the new phrases.
         """
         norm_phrases = set(((self.normalize(p[0]), p[1], p[2], p[3])
@@ -381,7 +381,7 @@ class LegacyNameAnalyzer:
                            FROM (VALUES %s) as v(name, class, type, op))""",
                     to_add)
 
-            if to_delete:
+            if to_delete and should_replace:
                 psycopg2.extras.execute_values(
                     cur,
                     """ DELETE FROM word USING (VALUES %s) as v(name, in_class, in_type, op)

diff --git a/nominatim/tools/__init__.py b/nominatim/tools/__init__.py
index cc5d3e9ba2890ac52993bac07cf57472e128a5d3..cab6fb8b89ce541f1054ad7887cd5aafcdd0d5c1 100644 (file)
--- a/nominatim/tools/__init__.py
+++ b/nominatim/tools/__init__.py
@@ -2,5 +2,3 @@
 Module with functions for importing, updating Nominatim databases
 as well as general maintenance helpers.
 """
-
-from nominatim.tools.special_phrases.special_phrases_importer import SpecialPhrasesImporter

diff --git a/nominatim/tools/special_phrases/importer_statistics.py b/nominatim/tools/special_phrases/importer_statistics.py
index 9b97bca628dc8bb729d6645568722b369e91d6ef..d0b3bbf81fc3300ae59a10000db981427a212833 100644 (file)
--- a/nominatim/tools/special_phrases/importer_statistics.py
+++ b/nominatim/tools/special_phrases/importer_statistics.py
@@ -12,10 +12,9 @@ class SpecialPhrasesImporterStatistics():
         process of special phrases.
     """
     def __init__(self):
-        self._set_lang_values_to_0()
-        self._set_global_values_to_0()
+        self._intialize_values()
 
-    def _set_global_values_to_0(self):
+    def _intialize_values(self):
         """
             Set all counts for the global
             import to 0.
@@ -23,22 +22,14 @@ class SpecialPhrasesImporterStatistics():
         self.tables_created = 0
         self.tables_deleted = 0
         self.tables_ignored = 0
-        self.global_phrases_invalid = 0
-
-    def _set_lang_values_to_0(self):
-        """
-            Set all counts for the current
-            lang to 0.
-        """
-        self.lang_phrases_invalid = 0
+        self.invalids = 0
 
     def notify_one_phrase_invalid(self):
         """
             Add +1 to the count of invalid entries
             fetched from the wiki.
         """
-        self.lang_phrases_invalid += 1
-        self.global_phrases_invalid += 1
+        self.invalids += 1
 
     def notify_one_table_created(self):
         """
@@ -58,7 +49,6 @@ class SpecialPhrasesImporterStatistics():
         """
         self.tables_ignored += 1
 
-
     def notify_import_done(self):
         """
             Print stats for the whole import process
@@ -66,8 +56,8 @@ class SpecialPhrasesImporterStatistics():
         """
         LOG.info('====================================================================')
         LOG.info('Final statistics of the import:')
-        LOG.info('- %s phrases were invalid.', self.global_phrases_invalid)
-        if self.global_phrases_invalid > 0:
+        LOG.info('- %s phrases were invalid.', self.invalids)
+        if self.invalids > 0:
             LOG.info('  Those invalid phrases have been skipped.')
         LOG.info('- %s tables were ignored as they already exist on the database',
                  self.tables_ignored)
@@ -76,26 +66,8 @@ class SpecialPhrasesImporterStatistics():
         if self.tables_deleted > 0:
             LOG.info('  They were deleted as they are not valid anymore.')
 
-        if self.global_phrases_invalid > 0:
+        if self.invalids > 0:
             LOG.warning('%s phrases were invalid and have been skipped during the whole process.',
-                        self.global_phrases_invalid)
-
-        self._set_global_values_to_0()
-
-    def notify_current_lang_done(self, lang):
-        """
-            Print stats for the current lang
-            and then reset lang values.
-        """
-        LOG.info('====================================================================')
-        LOG.info('Statistics for the import of %s:', lang)
-        LOG.info('- %s phrases were invalid.', self.lang_phrases_invalid)
-        if self.lang_phrases_invalid > 0:
-            LOG.info('  Those invalid phrases have been skipped.')
-        LOG.info('====================================================================')
-
-        if self.lang_phrases_invalid > 0:
-            LOG.warning('%s phrases were invalid and have been skipped for the import of lang %s.',
-                        self.lang_phrases_invalid, lang)
+                        self.invalids)
 
-        self._set_lang_values_to_0()
+        self._intialize_values()

diff --git a/nominatim/tools/special_phrases/sp_csv_loader.py b/nominatim/tools/special_phrases/sp_csv_loader.py
new file mode 100644 (file)
index 0000000..b7b24a7
--- /dev/null
+++ b/nominatim/tools/special_phrases/sp_csv_loader.py
@@ -0,0 +1,51 @@
+"""
+    Module containing the SPCsvLoader class.
+
+    The class allows to load phrases from a csv file.
+"""
+import csv
+import os
+from collections.abc import Iterator
+from nominatim.tools.special_phrases.special_phrase import SpecialPhrase
+from nominatim.errors import UsageError
+
+class SPCsvLoader(Iterator):
+    """
+        Handles loading of special phrases from external csv file.
+    """
+    def __init__(self, csv_path):
+        super().__init__()
+        self.csv_path = csv_path
+        self.has_been_read = False
+
+    def __next__(self):
+        if self.has_been_read:
+            raise StopIteration()
+
+        self.has_been_read = True
+        self.check_csv_validity()
+        return self.parse_csv()
+
+    def parse_csv(self):
+        """
+            Open and parse the given csv file.
+            Create the corresponding SpecialPhrases.
+        """
+        phrases = set()
+
+        with open(self.csv_path) as file:
+            reader = csv.DictReader(file, delimiter=',')
+            for row in reader:
+                phrases.add(
+                    SpecialPhrase(row['phrase'], row['class'], row['type'], row['operator'])
+                )
+        return phrases
+
+    def check_csv_validity(self):
+        """
+            Check that the csv file has the right extension.
+        """
+        _, extension = os.path.splitext(self.csv_path)
+
+        if extension != '.csv':
+            raise UsageError('The file {} is not a csv file.'.format(self.csv_path))

diff --git a/nominatim/tools/special_phrases/special_phrases_importer.py b/nominatim/tools/special_phrases/sp_importer.py
similarity index 66%
rename from nominatim/tools/special_phrases/special_phrases_importer.py
rename to nominatim/tools/special_phrases/sp_importer.py
index 9649f94b1a736b0d561d489d1b9e67ef8546d28b..ef4e85bdf1d62161a20de21547e536711c326c2f 100644 (file)
--- a/nominatim/tools/special_phrases/special_phrases_importer.py
+++ b/nominatim/tools/special_phrases/sp_importer.py
@@ -1,5 +1,11 @@
 """
-    Functions to import special phrases into the database.
+    Module containing the class handling the import
+    of the special phrases.
+
+    Phrases are analyzed and imported into the database.
+
+    The phrases already present in the database which are not
+    valids anymore are removed.
 """
 import logging
 import os
@@ -10,27 +16,24 @@ import subprocess
 import json
 
 from psycopg2.sql import Identifier, Literal, SQL
-
-from nominatim.tools.exec_utils import get_url
 from nominatim.errors import UsageError
 from nominatim.tools.special_phrases.importer_statistics import SpecialPhrasesImporterStatistics
 
 LOG = logging.getLogger()
-class SpecialPhrasesImporter():
+class SPImporter():
     # pylint: disable-msg=too-many-instance-attributes
     """
-        Class handling the process of special phrases importations.
+        Class handling the process of special phrases importation into the database.
+
+        Take a sp loader which load the phrases from an external source.
     """
-    def __init__(self, config, phplib_dir, db_connection) -> None:
-        self.statistics_handler = SpecialPhrasesImporterStatistics()
-        self.db_connection = db_connection
+    def __init__(self, config, phplib_dir, db_connection, sp_loader) -> None:
         self.config = config
         self.phplib_dir = phplib_dir
+        self.db_connection = db_connection
+        self.sp_loader = sp_loader
+        self.statistics_handler = SpecialPhrasesImporterStatistics()
         self.black_list, self.white_list = self._load_white_and_black_lists()
-        #Compile the regex here to increase performances.
-        self.occurence_pattern = re.compile(
-            r'\| *([^\|]+) *\|\| *([^\|]+) *\|\| *([^\|]+) *\|\| *([^\|]+) *\|\| *([\-YN])'
-        )
         self.sanity_check_pattern = re.compile(r'^\w+$')
         # This set will contain all existing phrases to be added.
         # It contains tuples with the following format: (lable, class, type, operator)
@@ -39,34 +42,34 @@ class SpecialPhrasesImporter():
         #special phrases class/type on the wiki.
         self.table_phrases_to_delete = set()
 
-    def import_from_wiki(self, tokenizer, languages=None):
-        """
-            Iterate through all specified languages and
-            extract corresponding special phrases from the wiki.
+    def import_phrases(self, tokenizer, should_replace):
         """
-        if languages is not None and not isinstance(languages, list):
-            raise TypeError('The \'languages\' argument should be of type list.')
+            Iterate through all SpecialPhrases extracted from the
+            loader and import them into the database.
 
+            If should_replace is set to True only the loaded phrases
+            will be kept into the database. All other phrases already
+            in the database will be removed.
+        """
+        LOG.warning('Special phrases importation starting')
         self._fetch_existing_place_classtype_tables()
 
-        #Get all languages to process.
-        languages = self._load_languages() if not languages else languages
-
         #Store pairs of class/type for further processing
         class_type_pairs = set()
 
-        for lang in languages:
-            LOG.warning('Importing phrases for lang: %s...', lang)
-            wiki_page_xml_content = SpecialPhrasesImporter._get_wiki_content(lang)
-            class_type_pairs.update(self._process_xml_content(wiki_page_xml_content, lang))
-            self.statistics_handler.notify_current_lang_done(lang)
+        for loaded_phrases in self.sp_loader:
+            for phrase in loaded_phrases:
+                result = self._process_phrase(phrase)
+                if result:
+                    class_type_pairs.update(result)
 
         self._create_place_classtype_table_and_indexes(class_type_pairs)
-        self._remove_non_existent_tables_from_db()
+        if should_replace:
+            self._remove_non_existent_tables_from_db()
         self.db_connection.commit()
 
         with tokenizer.name_analyzer() as analyzer:
-            analyzer.update_special_phrases(self.word_phrases)
+            analyzer.update_special_phrases(self.word_phrases, should_replace)
 
         LOG.warning('Import done.')
         self.statistics_handler.notify_import_done()
@@ -101,89 +104,46 @@ class SpecialPhrasesImporter():
             settings = json.load(json_settings)
         return settings['blackList'], settings['whiteList']
 
-    def _load_languages(self):
-        """
-            Get list of all languages from env config file
-            or default if there is no languages configured.
-            The system will extract special phrases only from all specified languages.
-        """
-        default_languages = [
-            'af', 'ar', 'br', 'ca', 'cs', 'de', 'en', 'es',
-            'et', 'eu', 'fa', 'fi', 'fr', 'gl', 'hr', 'hu',
-            'ia', 'is', 'it', 'ja', 'mk', 'nl', 'no', 'pl',
-            'ps', 'pt', 'ru', 'sk', 'sl', 'sv', 'uk', 'vi']
-        return self.config.LANGUAGES.split(',') if self.config.LANGUAGES else default_languages
-
-    @staticmethod
-    def _get_wiki_content(lang):
-        """
-            Request and return the wiki page's content
-            corresponding to special phrases for a given lang.
-            Requested URL Example :
-                https://wiki.openstreetmap.org/wiki/Special:Export/Nominatim/Special_Phrases/EN
-        """
-        url = 'https://wiki.openstreetmap.org/wiki/Special:Export/Nominatim/Special_Phrases/' + lang.upper() # pylint: disable=line-too-long
-        return get_url(url)
-
-    def _check_sanity(self, lang, phrase_class, phrase_type):
+    def _check_sanity(self, phrase):
         """
             Check sanity of given inputs in case somebody added garbage in the wiki.
             If a bad class/type is detected the system will exit with an error.
         """
-        type_matchs = self.sanity_check_pattern.findall(phrase_type)
-        class_matchs = self.sanity_check_pattern.findall(phrase_class)
+        class_matchs = self.sanity_check_pattern.findall(phrase.p_class)
+        type_matchs = self.sanity_check_pattern.findall(phrase.p_type)
 
         if not class_matchs or not type_matchs:
-            LOG.warning("Bad class/type for language %s: %s=%s. It will not be imported",
-                        lang, phrase_class, phrase_type)
+            LOG.warning("Bad class/type: %s=%s. It will not be imported",
+                        phrase.p_class, phrase.p_type)
             return False
         return True
 
-    def _process_xml_content(self, xml_content, lang):
+    def _process_phrase(self, phrase):
         """
-            Process given xml content by extracting matching patterns.
-            Matching patterns are processed there and returned in a
-            set of class/type pairs.
+            Processes the given phrase by checking black and white list
+            and sanity.
+            Return the class/type pair corresponding to the phrase.
         """
-        #One match will be of format [label, class, type, operator, plural]
-        matches = self.occurence_pattern.findall(xml_content)
-        #Store pairs of class/type for further processing
-        class_type_pairs = set()
 
-        for match in matches:
-            phrase_label = match[0].strip()
-            phrase_class = match[1].strip()
-            phrase_type = match[2].strip()
-            phrase_operator = match[3].strip()
-            #Needed if some operator in the wiki are not written in english
-            phrase_operator = '-' if phrase_operator not in ('near', 'in') else phrase_operator
-            #hack around a bug where building=yes was imported with quotes into the wiki
-            phrase_type = re.sub(r'\"|"', '', phrase_type)
-
-            #blacklisting: disallow certain class/type combinations
-            if (
-                    phrase_class in self.black_list.keys() and
-                    phrase_type in self.black_list[phrase_class]
-            ):
-                continue
-            #whitelisting: if class is in whitelist, allow only tags in the list
-            if (
-                    phrase_class in self.white_list.keys() and
-                    phrase_type not in self.white_list[phrase_class]
-            ):
-                continue
+        #blacklisting: disallow certain class/type combinations
+        if phrase.p_class in self.black_list.keys() \
+           and phrase.p_type in self.black_list[phrase.p_class]:
+            return None
 
-            #sanity check, in case somebody added garbage in the wiki
-            if not self._check_sanity(lang, phrase_class, phrase_type):
-                self.statistics_handler.notify_one_phrase_invalid()
-                continue
+        #whitelisting: if class is in whitelist, allow only tags in the list
+        if phrase.p_class in self.white_list.keys() \
+           and phrase.p_type not in self.white_list[phrase.p_class]:
+            return None
 
-            class_type_pairs.add((phrase_class, phrase_type))
+        #sanity check, in case somebody added garbage in the wiki
+        if not self._check_sanity(phrase):
+            self.statistics_handler.notify_one_phrase_invalid()
+            return None
 
-            self.word_phrases.add((phrase_label, phrase_class,
-                                   phrase_type, phrase_operator))
+        self.word_phrases.add((phrase.p_label, phrase.p_class,
+                               phrase.p_type, phrase.p_operator))
 
-        return class_type_pairs
+        return set({(phrase.p_class, phrase.p_type)})
 
 
     def _create_place_classtype_table_and_indexes(self, class_type_pairs):

diff --git a/nominatim/tools/special_phrases/sp_wiki_loader.py b/nominatim/tools/special_phrases/sp_wiki_loader.py
new file mode 100644 (file)
index 0000000..e9cbfdb
--- /dev/null
+++ b/nominatim/tools/special_phrases/sp_wiki_loader.py
@@ -0,0 +1,71 @@
+"""
+    Module containing the SPWikiLoader class.
+"""
+import re
+import logging
+from collections.abc import Iterator
+from nominatim.tools.special_phrases.special_phrase import SpecialPhrase
+from nominatim.tools.exec_utils import get_url
+
+LOG = logging.getLogger()
+class SPWikiLoader(Iterator):
+    """
+        Handles loading of special phrases from the wiki.
+    """
+    def __init__(self, config, languages=None):
+        if languages is not None and not isinstance(languages, list):
+            raise TypeError('The \'languages\' parameter should be of type list.')
+        super().__init__()
+        self.config = config
+        #Compile the regex here to increase performances.
+        self.occurence_pattern = re.compile(
+            r'\| *([^\|]+) *\|\| *([^\|]+) *\|\| *([^\|]+) *\|\| *([^\|]+) *\|\| *([\-YN])'
+        )
+        self.languages = self._load_languages() if not languages else languages
+
+    def __next__(self):
+        if not self.languages:
+            raise StopIteration
+
+        lang = self.languages.pop(0)
+        loaded_xml = self._get_wiki_content(lang)
+        LOG.warning('Importing phrases for lang: %s...', lang)
+        return self.parse_xml(loaded_xml)
+
+    def parse_xml(self, xml):
+        """
+            Parses XML content and extracts special phrases from it.
+            Return a list of SpecialPhrase.
+        """
+        #One match will be of format [label, class, type, operator, plural]
+        matches = self.occurence_pattern.findall(xml)
+        returned_phrases = set()
+        for match in matches:
+            returned_phrases.add(
+                SpecialPhrase(match[0], match[1], match[2], match[3])
+            )
+        return returned_phrases
+
+    def _load_languages(self):
+        """
+            Get list of all languages from env config file
+            or default if there is no languages configured.
+            The system will extract special phrases only from all specified languages.
+        """
+        default_languages = [
+            'af', 'ar', 'br', 'ca', 'cs', 'de', 'en', 'es',
+            'et', 'eu', 'fa', 'fi', 'fr', 'gl', 'hr', 'hu',
+            'ia', 'is', 'it', 'ja', 'mk', 'nl', 'no', 'pl',
+            'ps', 'pt', 'ru', 'sk', 'sl', 'sv', 'uk', 'vi']
+        return self.config.LANGUAGES.split(',') if self.config.LANGUAGES else default_languages
+
+    @staticmethod
+    def _get_wiki_content(lang):
+        """
+            Request and return the wiki page's content
+            corresponding to special phrases for a given lang.
+            Requested URL Example :
+                https://wiki.openstreetmap.org/wiki/Special:Export/Nominatim/Special_Phrases/EN
+        """
+        url = 'https://wiki.openstreetmap.org/wiki/Special:Export/Nominatim/Special_Phrases/' + lang.upper() # pylint: disable=line-too-long
+        return get_url(url)

diff --git a/nominatim/tools/special_phrases/special_phrase.py b/nominatim/tools/special_phrases/special_phrase.py
new file mode 100644 (file)
index 0000000..448fbee
--- /dev/null
+++ b/nominatim/tools/special_phrases/special_phrase.py
@@ -0,0 +1,19 @@
+"""
+    Module containing the class SpecialPhrase.
+
+    This class is a model used to transfer a special phrase through
+    the process of load and importation.
+"""
+import re
+
+class SpecialPhrase():
+    """
+        Model representing a special phrase.
+    """
+    def __init__(self, p_label, p_class, p_type, p_operator):
+        self.p_label = p_label.strip()
+        self.p_class = p_class.strip()
+        #Hack around a bug where building=yes was imported with quotes into the wiki
+        self.p_type = re.sub(r'\"|"', '', p_type.strip())
+        #Needed if some operator in the wiki are not written in english
+        self.p_operator = '-' if p_operator not in ('near', 'in') else p_operator

diff --git a/test/bdd/steps/nominatim_environment.py b/test/bdd/steps/nominatim_environment.py
index 7eb6f3dd474232d127defa82aa1993fa7c4f6a81..0e986f217dc20d394085b6cf80ee984d2943b542 100644 (file)
--- a/test/bdd/steps/nominatim_environment.py
+++ b/test/bdd/steps/nominatim_environment.py
@@ -206,11 +206,8 @@ class NominatimEnvironment:
                         phrase_file = str((testdata / 'specialphrases_testdb.sql').resolve())
                         run_script(['psql', '-d', self.api_test_db, '-f', phrase_file])
                     else:
-                        # XXX Temporary use the wiki while there is no CSV import
-                        # available.
-                        self.test_env['NOMINATIM_LANGUAGES'] = 'en'
-                        self.run_nominatim('special-phrases', '--import-from-wiki')
-                        del self.test_env['NOMINATIM_LANGUAGES']
+                        csv_path = str((testdata / 'full_en_phrases_test.csv').resolve())
+                        self.run_nominatim('special-phrases', '--import-from-csv', csv_path)
                 except:
                     self.db_drop_database(self.api_test_db)
                     raise

diff --git a/test/python/dummy_tokenizer.py b/test/python/dummy_tokenizer.py
index 0a86ba8d1598752a00af622e3466f4deede31c0e..18e322caef3d5642939698ed5d83c22726058150 100644 (file)
--- a/test/python/dummy_tokenizer.py
+++ b/test/python/dummy_tokenizer.py
@@ -57,7 +57,7 @@ class DummyNameAnalyzer:
     def update_postcodes_from_db(self):
         pass
 
-    def update_special_phrases(self, phrases):
+    def update_special_phrases(self, phrases, should_replace):
         self.analyser_cache['special_phrases'] = phrases
 
     def add_country_names(self, code, names):

diff --git a/test/python/test_cli.py b/test/python/test_cli.py
index e8d2e0524308b20f275bfb17d40bcbfbc08df5e2..27ea0d5dbaea84958408d3b40b0a08ccd0517171 100644 (file)
--- a/test/python/test_cli.py
+++ b/test/python/test_cli.py
@@ -255,10 +255,27 @@ def test_index_command(mock_func_factory, temp_db_cursor, tokenizer_mock,
     assert bnd_mock.called == do_bnds
     assert rank_mock.called == do_ranks
 
-def test_special_phrases_command(temp_db, mock_func_factory, tokenizer_mock):
-    func = mock_func_factory(nominatim.clicmd.special_phrases.SpecialPhrasesImporter, 'import_from_wiki')
+@pytest.mark.parametrize("no_replace", [(True), (False)])
+def test_special_phrases_wiki_command(temp_db, mock_func_factory, tokenizer_mock, no_replace):
+    func = mock_func_factory(nominatim.clicmd.special_phrases.SPImporter, 'import_phrases')
 
-    call_nominatim('special-phrases', '--import-from-wiki')
+    if no_replace:
+        call_nominatim('special-phrases', '--import-from-wiki', '--no-replace')
+    else:
+        call_nominatim('special-phrases', '--import-from-wiki')
+
+    assert func.called == 1
+
+@pytest.mark.parametrize("no_replace", [(True), (False)])
+def test_special_phrases_csv_command(temp_db, mock_func_factory, tokenizer_mock, no_replace):
+    func = mock_func_factory(nominatim.clicmd.special_phrases.SPImporter, 'import_phrases')
+    testdata = SRC_DIR / 'test' / 'testdb'
+    csv_path = str((testdata / 'full_en_phrases_test.csv').resolve())
+
+    if no_replace:
+        call_nominatim('special-phrases', '--import-from-csv', csv_path, '--no-replace')
+    else:
+        call_nominatim('special-phrases', '--import-from-csv', csv_path)
 
     assert func.called == 1
 

diff --git a/test/python/test_tokenizer_legacy.py b/test/python/test_tokenizer_legacy.py
index 15ae50a4ce94175b78fd444d97c9bb0a4e5ab2e5..76b51f717e93e8ca08de78433cdd3d31d15a8dad 100644 (file)
--- a/test/python/test_tokenizer_legacy.py
+++ b/test/python/test_tokenizer_legacy.py
@@ -221,7 +221,7 @@ def test_update_special_phrase_empty_table(analyzer, word_table, make_standard_n
         ("König bei", "amenity", "royal", "near"),
         ("Könige", "amenity", "royal", "-"),
         ("strasse", "highway", "primary", "in")
-    ])
+    ], True)
 
     assert word_table.get_special() \
                == set(((' könig bei', 'könig bei', 'amenity', 'royal', 'near'),
@@ -236,11 +236,24 @@ def test_update_special_phrase_delete_all(analyzer, word_table, temp_db_cursor,
 
     assert word_table.count_special() == 2
 
-    analyzer.update_special_phrases([])
+    analyzer.update_special_phrases([], True)
 
     assert word_table.count_special() == 0
 
 
+def test_update_special_phrases_no_replace(analyzer, word_table, temp_db_cursor,
+                                          make_standard_name):
+    temp_db_cursor.execute("""INSERT INTO word (word_token, word, class, type, operator)
+                              VALUES (' foo', 'foo', 'amenity', 'prison', 'in'),
+                                     (' bar', 'bar', 'highway', 'road', null)""")
+
+    assert 2 == temp_db_cursor.scalar("SELECT count(*) FROM word WHERE class != 'place'""")
+
+    analyzer.update_special_phrases([], False)
+
+    assert 2 == temp_db_cursor.scalar("SELECT count(*) FROM word WHERE class != 'place'""")
+
+
 def test_update_special_phrase_modify(analyzer, word_table, make_standard_name):
     word_table.add_special(' foo', 'foo', 'amenity', 'prison', 'in')
     word_table.add_special(' bar', 'bar', 'highway', 'road', None)
@@ -251,7 +264,7 @@ def test_update_special_phrase_modify(analyzer, word_table, make_standard_name):
       ('prison', 'amenity', 'prison', 'in'),
       ('bar', 'highway', 'road', '-'),
       ('garden', 'leisure', 'garden', 'near')
-    ])
+    ], True)
 
     assert word_table.get_special() \
                == set(((' prison', 'prison', 'amenity', 'prison', 'in'),

diff --git a/test/python/test_tokenizer_legacy_icu.py b/test/python/test_tokenizer_legacy_icu.py
index 8dc5c8301d401c1d6022036a51b087a4d1f6d2e6..abb058d29976cea6882e6f397216ed5d1fbdae7d 100644 (file)
--- a/test/python/test_tokenizer_legacy_icu.py
+++ b/test/python/test_tokenizer_legacy_icu.py
@@ -171,7 +171,7 @@ def test_update_special_phrase_empty_table(analyzer, word_table, temp_db_cursor)
             ("König bei", "amenity", "royal", "near"),
             ("Könige", "amenity", "royal", "-"),
             ("street", "highway", "primary", "in")
-        ])
+        ], True)
 
     assert temp_db_cursor.row_set("""SELECT word_token, word, class, type, operator
                                      FROM word WHERE class != 'place'""") \
@@ -188,11 +188,24 @@ def test_update_special_phrase_delete_all(analyzer, word_table, temp_db_cursor):
     assert 2 == temp_db_cursor.scalar("SELECT count(*) FROM word WHERE class != 'place'""")
 
     with analyzer() as a:
-        a.update_special_phrases([])
+        a.update_special_phrases([], True)
 
     assert 0 == temp_db_cursor.scalar("SELECT count(*) FROM word WHERE class != 'place'""")
 
 
+def test_update_special_phrases_no_replace(analyzer, word_table, temp_db_cursor,):
+    temp_db_cursor.execute("""INSERT INTO word (word_token, word, class, type, operator)
+                              VALUES (' FOO', 'foo', 'amenity', 'prison', 'in'),
+                                     (' BAR', 'bar', 'highway', 'road', null)""")
+
+    assert 2 == temp_db_cursor.scalar("SELECT count(*) FROM word WHERE class != 'place'""")
+
+    with analyzer() as a:
+        a.update_special_phrases([], False)
+
+    assert 2 == temp_db_cursor.scalar("SELECT count(*) FROM word WHERE class != 'place'""")
+
+
 def test_update_special_phrase_modify(analyzer, word_table, temp_db_cursor):
     temp_db_cursor.execute("""INSERT INTO word (word_token, word, class, type, operator)
                               VALUES (' FOO', 'foo', 'amenity', 'prison', 'in'),
@@ -205,7 +218,7 @@ def test_update_special_phrase_modify(analyzer, word_table, temp_db_cursor):
           ('prison', 'amenity', 'prison', 'in'),
           ('bar', 'highway', 'road', '-'),
           ('garden', 'leisure', 'garden', 'near')
-        ])
+        ], True)
 
     assert temp_db_cursor.row_set("""SELECT word_token, word, class, type, operator
                                      FROM word WHERE class != 'place'""") \

diff --git a/test/python/test_tools_import_special_phrases.py b/test/python/test_tools_import_special_phrases.py
index 24b3318da37d86db31535dbb427f8081dcb5f44b..1b4ab19155fd20b6e84a54c883647e5de87a542b 100644 (file)
--- a/test/python/test_tools_import_special_phrases.py
+++ b/test/python/test_tools_import_special_phrases.py
@@ -1,49 +1,52 @@
 """
     Tests for import special phrases methods
-    of the class SpecialPhrasesImporter.
+    of the class SPImporter.
 """
 from nominatim.errors import UsageError
 from pathlib import Path
 import tempfile
 from shutil import copyfile
 import pytest
-from nominatim.tools import SpecialPhrasesImporter
+from nominatim.tools.special_phrases.sp_importer import SPImporter
+from nominatim.tools.special_phrases.sp_wiki_loader import SPWikiLoader
+from nominatim.tools.special_phrases.sp_csv_loader import SPCsvLoader
+from nominatim.tools.special_phrases.special_phrase import SpecialPhrase
 
 TEST_BASE_DIR = Path(__file__) / '..' / '..'
 
-def test_fetch_existing_place_classtype_tables(special_phrases_importer, temp_db_cursor):
+def test_fetch_existing_place_classtype_tables(sp_importer, temp_db_cursor):
     """
         Check for the fetch_existing_place_classtype_tables() method.
         It should return the table just created.
     """
     temp_db_cursor.execute('CREATE TABLE place_classtype_testclasstypetable()')
 
-    special_phrases_importer._fetch_existing_place_classtype_tables()
-    contained_table = special_phrases_importer.table_phrases_to_delete.pop()
+    sp_importer._fetch_existing_place_classtype_tables()
+    contained_table = sp_importer.table_phrases_to_delete.pop()
     assert contained_table == 'place_classtype_testclasstypetable'
 
-def test_check_sanity_class(special_phrases_importer):
+def test_check_sanity_class(sp_importer):
     """
         Check for _check_sanity() method.
         If a wrong class or type is given, an UsageError should raise.
         If a good class and type are given, nothing special happens.
     """
-    
-    assert not special_phrases_importer._check_sanity('en', '', 'type')
-    assert not special_phrases_importer._check_sanity('en', 'class', '')
 
-    assert special_phrases_importer._check_sanity('en', 'class', 'type')
+    assert not sp_importer._check_sanity(SpecialPhrase('en', '', 'type', ''))
+    assert not sp_importer._check_sanity(SpecialPhrase('en', 'class', '', ''))
+
+    assert sp_importer._check_sanity(SpecialPhrase('en', 'class', 'type', ''))
 
-def test_load_white_and_black_lists(special_phrases_importer):
+def test_load_white_and_black_lists(sp_importer):
     """
         Test that _load_white_and_black_lists() well return
         black list and white list and that they are of dict type.
     """
-    black_list, white_list = special_phrases_importer._load_white_and_black_lists()
+    black_list, white_list = sp_importer._load_white_and_black_lists()
 
     assert isinstance(black_list, dict) and isinstance(white_list, dict)
 
-def test_convert_php_settings(special_phrases_importer):
+def test_convert_php_settings(sp_importer):
     """
         Test that _convert_php_settings_if_needed() convert the given
         php file to a json file.
@@ -53,19 +56,19 @@ def test_convert_php_settings(special_phrases_importer):
     with tempfile.TemporaryDirectory() as temp_dir:
         temp_settings = (Path(temp_dir) / 'phrase_settings.php').resolve()
         copyfile(php_file, temp_settings)
-        special_phrases_importer._convert_php_settings_if_needed(temp_settings)
+        sp_importer._convert_php_settings_if_needed(temp_settings)
 
         assert (Path(temp_dir) / 'phrase_settings.json').is_file()
 
-def test_convert_settings_wrong_file(special_phrases_importer):
+def test_convert_settings_wrong_file(sp_importer):
     """
         Test that _convert_php_settings_if_needed() raise an exception
         if the given file is not a valid file.
     """
     with pytest.raises(UsageError, match='random_file is not a valid file.'):
-        special_phrases_importer._convert_php_settings_if_needed('random_file')
+        sp_importer._convert_php_settings_if_needed('random_file')
 
-def test_convert_settings_json_already_exist(special_phrases_importer):
+def test_convert_settings_json_already_exist(sp_importer):
     """
         Test that if we give to '_convert_php_settings_if_needed' a php file path
         and that a the corresponding json file already exists, it is returned.
@@ -73,22 +76,22 @@ def test_convert_settings_json_already_exist(special_phrases_importer):
     php_file = (TEST_BASE_DIR / 'testfiles' / 'phrase_settings.php').resolve()
     json_file = (TEST_BASE_DIR / 'testfiles' / 'phrase_settings.json').resolve()
 
-    returned = special_phrases_importer._convert_php_settings_if_needed(php_file)
+    returned = sp_importer._convert_php_settings_if_needed(php_file)
 
     assert returned == json_file
 
-def test_convert_settings_giving_json(special_phrases_importer):
+def test_convert_settings_giving_json(sp_importer):
     """
         Test that if we give to '_convert_php_settings_if_needed' a json file path
         the same path is directly returned
     """
     json_file = (TEST_BASE_DIR / 'testfiles' / 'phrase_settings.json').resolve()
 
-    returned = special_phrases_importer._convert_php_settings_if_needed(json_file)
+    returned = sp_importer._convert_php_settings_if_needed(json_file)
 
     assert returned == json_file
 
-def test_create_place_classtype_indexes(temp_db_conn, special_phrases_importer):
+def test_create_place_classtype_indexes(temp_db_conn, sp_importer):
     """
         Test that _create_place_classtype_indexes() create the
         place_id index and centroid index on the right place_class_type table.
@@ -101,24 +104,24 @@ def test_create_place_classtype_indexes(temp_db_conn, special_phrases_importer):
         temp_db_cursor.execute("CREATE EXTENSION postgis;")
         temp_db_cursor.execute('CREATE TABLE {}(place_id BIGINT, centroid GEOMETRY)'.format(table_name))
 
-    special_phrases_importer._create_place_classtype_indexes('', phrase_class, phrase_type)
+    sp_importer._create_place_classtype_indexes('', phrase_class, phrase_type)
 
     assert check_placeid_and_centroid_indexes(temp_db_conn, phrase_class, phrase_type)
 
-def test_create_place_classtype_table(temp_db_conn, placex_table, special_phrases_importer):
+def test_create_place_classtype_table(temp_db_conn, placex_table, sp_importer):
     """
         Test that _create_place_classtype_table() create
         the right place_classtype table.
     """
     phrase_class = 'class'
     phrase_type = 'type'
-    special_phrases_importer._create_place_classtype_table('', phrase_class, phrase_type)
+    sp_importer._create_place_classtype_table('', phrase_class, phrase_type)
 
     assert check_table_exist(temp_db_conn, phrase_class, phrase_type)
 
-def test_grant_access_to_web_user(temp_db_conn, def_config, special_phrases_importer):
+def test_grant_access_to_web_user(temp_db_conn, def_config, sp_importer):
     """
-        Test that _grant_access_to_webuser() give 
+        Test that _grant_access_to_webuser() give
         right access to the web user.
     """
     phrase_class = 'class'
@@ -128,13 +131,13 @@ def test_grant_access_to_web_user(temp_db_conn, def_config, special_phrases_impo
     with temp_db_conn.cursor() as temp_db_cursor:
         temp_db_cursor.execute('CREATE TABLE {}()'.format(table_name))
 
-    special_phrases_importer._grant_access_to_webuser(phrase_class, phrase_type)
+    sp_importer._grant_access_to_webuser(phrase_class, phrase_type)
 
     assert check_grant_access(temp_db_conn, def_config.DATABASE_WEBUSER, phrase_class, phrase_type)
 
 def test_create_place_classtype_table_and_indexes(
         temp_db_conn, def_config, placex_table,
-        special_phrases_importer):
+        sp_importer):
     """
         Test that _create_place_classtype_table_and_indexes()
         create the right place_classtype tables and place_id indexes
@@ -143,28 +146,14 @@ def test_create_place_classtype_table_and_indexes(
     """
     pairs = set([('class1', 'type1'), ('class2', 'type2')])
 
-    special_phrases_importer._create_place_classtype_table_and_indexes(pairs)
+    sp_importer._create_place_classtype_table_and_indexes(pairs)
 
     for pair in pairs:
         assert check_table_exist(temp_db_conn, pair[0], pair[1])
         assert check_placeid_and_centroid_indexes(temp_db_conn, pair[0], pair[1])
         assert check_grant_access(temp_db_conn, def_config.DATABASE_WEBUSER, pair[0], pair[1])
 
-def test_process_xml_content(temp_db_conn, def_config, special_phrases_importer):
-    """
-        Test that _process_xml_content() process the given xml content right
-        by executing the right SQL functions for amenities and 
-        by returning the right set of pairs.
-    """
-    class_test = 'aerialway'
-    type_test = 'zip_line'
-
-    #Converted output set to a dict for easy assert further.
-    results = dict(special_phrases_importer._process_xml_content(get_test_xml_wiki_content(), 'en'))
-
-    assert results[class_test] and type_test in results.values()
-
-def test_remove_non_existent_tables_from_db(special_phrases_importer, default_phrases,
+def test_remove_non_existent_tables_from_db(sp_importer, default_phrases,
                                              temp_db_conn):
     """
         Check for the remove_non_existent_phrases_from_db() method.
@@ -177,7 +166,7 @@ def test_remove_non_existent_tables_from_db(special_phrases_importer, default_ph
         be deleted.
     """
     with temp_db_conn.cursor() as temp_db_cursor:
-        special_phrases_importer.table_phrases_to_delete = {
+        sp_importer.table_phrases_to_delete = {
             'place_classtype_testclasstypetable_to_delete'
         }
 
@@ -188,7 +177,7 @@ def test_remove_non_existent_tables_from_db(special_phrases_importer, default_ph
             AND table_name like 'place_classtype_%';
         """
 
-        special_phrases_importer._remove_non_existent_tables_from_db()
+        sp_importer._remove_non_existent_tables_from_db()
 
         temp_db_cursor.execute(query_tables)
         tables_result = temp_db_cursor.fetchall()
@@ -196,13 +185,14 @@ def test_remove_non_existent_tables_from_db(special_phrases_importer, default_ph
             tables_result[0][0] == 'place_classtype_testclasstypetable_to_keep'
         )
 
-def test_import_from_wiki(monkeypatch, temp_db_conn, def_config, special_phrases_importer,
-                          placex_table, tokenizer_mock):
+@pytest.mark.parametrize("should_replace", [(True), (False)])
+def test_import_phrases(monkeypatch, temp_db_conn, def_config, sp_importer,
+                        placex_table, tokenizer_mock, should_replace):
     """
-        Check that the main import_from_wiki() method is well executed.
+        Check that the main import_phrases() method is well executed.
         It should create the place_classtype table, the place_id and centroid indexes,
         grand access to the web user and executing the SQL functions for amenities.
-        It should also update the database well by deleting or preserving existing entries 
+        It should also update the database well by deleting or preserving existing entries
         of the database.
     """
     #Add some data to the database before execution in order to test
@@ -211,10 +201,12 @@ def test_import_from_wiki(monkeypatch, temp_db_conn, def_config, special_phrases
         temp_db_cursor.execute("""
             CREATE TABLE place_classtype_amenity_animal_shelter();
             CREATE TABLE place_classtype_wrongclass_wrongtype();""")
+    
+    monkeypatch.setattr('nominatim.tools.special_phrases.sp_wiki_loader.SPWikiLoader._get_wiki_content',
+                        mock_get_wiki_content)
 
-    monkeypatch.setattr('nominatim.tools.SpecialPhrasesImporter._get_wiki_content', mock_get_wiki_content)
     tokenizer = tokenizer_mock()
-    special_phrases_importer.import_from_wiki(tokenizer, ['en'])
+    sp_importer.import_phrases(tokenizer, should_replace)
 
     assert len(tokenizer.analyser_cache['special_phrases']) == 18
 
@@ -225,7 +217,8 @@ def test_import_from_wiki(monkeypatch, temp_db_conn, def_config, special_phrases
     assert check_placeid_and_centroid_indexes(temp_db_conn, class_test, type_test)
     assert check_grant_access(temp_db_conn, def_config.DATABASE_WEBUSER, class_test, type_test)
     assert check_table_exist(temp_db_conn, 'amenity', 'animal_shelter')
-    assert not check_table_exist(temp_db_conn, 'wrong_class', 'wrong_type')
+    if should_replace:
+        assert not check_table_exist(temp_db_conn, 'wrong_class', 'wrong_type')
 
     #Format (query, should_return_something_bool) use to easily execute all asserts
     queries_tests = set()
@@ -246,7 +239,8 @@ def test_import_from_wiki(monkeypatch, temp_db_conn, def_config, special_phrases
         WHERE table_schema='public'
         AND table_name = 'place_classtype_wrongclass_wrongtype';
     """
-    queries_tests.add((query_wrong_table, False))
+    if should_replace:
+        queries_tests.add((query_wrong_table, False))
 
     with temp_db_conn.cursor() as temp_db_cursor:
         for query in queries_tests:
@@ -256,7 +250,7 @@ def test_import_from_wiki(monkeypatch, temp_db_conn, def_config, special_phrases
             else:
                 assert not temp_db_cursor.fetchone()
 
-def mock_get_wiki_content(lang):
+def mock_get_wiki_content(self, lang):
     """
         Mock the _get_wiki_content() method to return
         static xml test file content.
@@ -315,11 +309,12 @@ def check_placeid_and_centroid_indexes(temp_db_conn, phrase_class, phrase_type):
     )
 
 @pytest.fixture
-def special_phrases_importer(temp_db_conn, def_config, temp_phplib_dir_with_migration):
+def sp_importer(temp_db_conn, def_config, temp_phplib_dir_with_migration):
     """
-        Return an instance of SpecialPhrasesImporter.
+        Return an instance of SPImporter.
     """
-    return SpecialPhrasesImporter(def_config, temp_phplib_dir_with_migration, temp_db_conn)
+    loader = SPWikiLoader(def_config, ['en'])
+    return SPImporter(def_config, temp_phplib_dir_with_migration, temp_db_conn, loader)
 
 @pytest.fixture
 def temp_phplib_dir_with_migration():

diff --git a/test/python/test_tools_sp_csv_loader.py b/test/python/test_tools_sp_csv_loader.py
new file mode 100644 (file)
index 0000000..ccc9996
--- /dev/null
+++ b/test/python/test_tools_sp_csv_loader.py
@@ -0,0 +1,58 @@
+"""
+    Tests for methods of the SPCsvLoader class.
+"""
+from nominatim.errors import UsageError
+import pytest
+from pathlib import Path
+from nominatim.tools.special_phrases.sp_csv_loader import SPCsvLoader
+
+TEST_BASE_DIR = Path(__file__) / '..' / '..'
+
+def test_parse_csv(sp_csv_loader):
+    """
+        Test method parse_csv()
+        Should return the right SpecialPhrase objects.
+    """
+    phrases = sp_csv_loader.parse_csv()
+    assert check_phrases_content(phrases)
+
+def test_next(sp_csv_loader):
+    """
+        Test objects returned from the next() method.
+        It should return all SpecialPhrases objects of
+        the sp_csv_test.csv special phrases.
+    """
+    phrases = next(sp_csv_loader)
+    assert check_phrases_content(phrases)
+
+def test_check_csv_validity(sp_csv_loader):
+    """
+        Test method check_csv_validity()
+        It should raise an exception when file with a
+        different exception than .csv is given.
+    """
+    sp_csv_loader.csv_path = 'test.csv'
+    sp_csv_loader.check_csv_validity()
+    sp_csv_loader.csv_path = 'test.wrong'
+    with pytest.raises(UsageError):
+        assert sp_csv_loader.check_csv_validity()
+
+def check_phrases_content(phrases):
+    """
+        Asserts that the given phrases list contains
+        the right phrases of the sp_csv_test.csv special phrases.
+    """
+    return  len(phrases) > 1 \
+            and any(p.p_label == 'Billboard' and p.p_class == 'advertising' and p.p_type == 'billboard'
+                    and p.p_operator == '-' for p in phrases) \
+            and any(p.p_label == 'Zip Lines' and p.p_class == 'aerialway' and p.p_type == 'zip_line'
+                    and p.p_operator == '-' for p in phrases)
+
+@pytest.fixture
+def sp_csv_loader():
+    """
+        Return an instance of SPCsvLoader.
+    """
+    csv_path = (TEST_BASE_DIR / 'testdata' / 'sp_csv_test.csv').resolve()
+    loader = SPCsvLoader(csv_path)
+    return loader

diff --git a/test/python/test_tools_sp_wiki_loader.py b/test/python/test_tools_sp_wiki_loader.py
new file mode 100644 (file)
index 0000000..b4f6d52
--- /dev/null
+++ b/test/python/test_tools_sp_wiki_loader.py
@@ -0,0 +1,63 @@
+"""
+    Tests for methods of the SPWikiLoader class.
+"""
+import pytest
+from pathlib import Path
+from nominatim.tools.special_phrases.sp_wiki_loader import SPWikiLoader
+
+TEST_BASE_DIR = Path(__file__) / '..' / '..'
+
+def test_parse_xml(sp_wiki_loader):
+    """
+        Test method parse_xml()
+        Should return the right SpecialPhrase objects.
+    """
+    xml = get_test_xml_wiki_content()
+    phrases = sp_wiki_loader.parse_xml(xml)
+    assert check_phrases_content(phrases)
+
+
+def test_next(sp_wiki_loader):
+    """
+        Test objects returned from the next() method.
+        It should return all SpecialPhrases objects of
+        the 'en' special phrases.
+    """
+    phrases = next(sp_wiki_loader)
+    assert check_phrases_content(phrases)
+
+def check_phrases_content(phrases):
+    """
+        Asserts that the given phrases list contains
+        the right phrases of the 'en' special phrases.
+    """
+    return  len(phrases) > 1 \
+            and any(p.p_label == 'Embassies' and p.p_class == 'amenity' and p.p_type == 'embassy'
+                    and p.p_operator == '-' for p in phrases) \
+            and any(p.p_label == 'Zip Line' and p.p_class == 'aerialway' and p.p_type == 'zip_line'
+                    and p.p_operator == '-' for p in phrases)
+
+@pytest.fixture
+def sp_wiki_loader(monkeypatch, def_config):
+    """
+        Return an instance of SPWikiLoader.
+    """
+    loader = SPWikiLoader(def_config, ['en'])
+    monkeypatch.setattr('nominatim.tools.special_phrases.sp_wiki_loader.SPWikiLoader._get_wiki_content',
+                        mock_get_wiki_content)
+    return loader
+
+def mock_get_wiki_content(self, lang):
+    """
+        Mock the _get_wiki_content() method to return
+        static xml test file content.
+    """
+    return get_test_xml_wiki_content()
+
+def get_test_xml_wiki_content():
+    """
+        return the content of the static xml test file.
+    """
+    xml_test_content_path = (TEST_BASE_DIR / 'testdata' / 'special_phrases_test_content.txt').resolve()
+    with open(xml_test_content_path) as xml_content_reader:
+        return xml_content_reader.read()

diff --git a/test/testdata/sp_csv_test.csv b/test/testdata/sp_csv_test.csv
new file mode 100644 (file)
index 0000000..3dab967
--- /dev/null
+++ b/test/testdata/sp_csv_test.csv
@@ -0,0 +1,42 @@
+phrase,class,type,operator,plural 
+Zip Lines,aerialway,zip_line,-,Y 
+Zip Line in,aerialway,zip_line,in,N 
+Zip Lines in,aerialway,zip_line,in,Y 
+Zip Line near,aerialway,zip_line,near,N 
+Zip Lines near,aerialway,zip_line,near,Y 
+Zip Wire,aerialway,zip_line,-,N 
+Zip Wires,aerialway,zip_line,-,Y 
+Zip Wire in,aerialway,zip_line,in,N 
+Zip Wires in,aerialway,zip_line,in,Y 
+Zip Wire near,aerialway,zip_line,near,N 
+Zip Wires near,aerialway,zip_line,near,Y 
+Zipline,aerialway,zip_line,-,N 
+Ziplines,aerialway,zip_line,-,Y 
+Zipline in,aerialway,zip_line,in,N 
+Ziplines in,aerialway,zip_line,in,Y 
+Zipline near,aerialway,zip_line,near,N 
+Ziplines near,aerialway,zip_line,near,Y 
+Zipwire,aerialway,zip_line,-,N 
+Zipwires,aerialway,zip_line,-,Y 
+Zipwire in,aerialway,zip_line,in,N 
+Zipwires in,aerialway,zip_line,in,Y 
+Zipwire near,aerialway,zip_line,near,N 
+Zipwires near,aerialway,zip_line,near,Y 
+Aerodrome,aeroway,aerodrome,-,N 
+Aerodromes,aeroway,aerodrome,-,Y 
+Aerodrome in,aeroway,aerodrome,in,N 
+Aerodromes in,aeroway,aerodrome,in,Y 
+Aerodrome near,aeroway,aerodrome,near,N 
+Aerodromes near,aeroway,aerodrome,near,Y 
+Airport,aeroway,aerodrome,-,N 
+Airports,aeroway,aerodrome,-,Y 
+Airport in,aeroway,aerodrome,in,N 
+Airports in,aeroway,aerodrome,in,Y 
+Airport near,aeroway,aerodrome,near,N 
+Airports near,aeroway,aerodrome,near,Y 
+Billboard,advertising,billboard,-,N 
+Billboards,advertising,billboard,-,Y 
+Billboard in,advertising,billboard,in,N 
+Billboards in,advertising,billboard,in,Y 
+Billboard near,advertising,billboard,near,N 
+Billboards near,advertising,billboard,near,Y 

diff --git a/test/testdb/full_en_phrases_test.csv b/test/testdb/full_en_phrases_test.csv
new file mode 100644 (file)
index 0000000..1ad397b
--- /dev/null
+++ b/test/testdb/full_en_phrases_test.csv
@@ -0,0 +1,2914 @@
+phrase,class,type,operator,plural
+Zip Line,aerialway,zip_line,-,N 
+Zip Lines,aerialway,zip_line,-,Y 
+Zip Line in,aerialway,zip_line,in,N 
+Zip Lines in,aerialway,zip_line,in,Y 
+Zip Line near,aerialway,zip_line,near,N 
+Zip Lines near,aerialway,zip_line,near,Y 
+Zip Wire,aerialway,zip_line,-,N 
+Zip Wires,aerialway,zip_line,-,Y 
+Zip Wire in,aerialway,zip_line,in,N 
+Zip Wires in,aerialway,zip_line,in,Y 
+Zip Wire near,aerialway,zip_line,near,N 
+Zip Wires near,aerialway,zip_line,near,Y 
+Zipline,aerialway,zip_line,-,N 
+Ziplines,aerialway,zip_line,-,Y 
+Zipline in,aerialway,zip_line,in,N 
+Ziplines in,aerialway,zip_line,in,Y 
+Zipline near,aerialway,zip_line,near,N 
+Ziplines near,aerialway,zip_line,near,Y 
+Zipwire,aerialway,zip_line,-,N 
+Zipwires,aerialway,zip_line,-,Y 
+Zipwire in,aerialway,zip_line,in,N 
+Zipwires in,aerialway,zip_line,in,Y 
+Zipwire near,aerialway,zip_line,near,N 
+Zipwires near,aerialway,zip_line,near,Y 
+Aerodrome,aeroway,aerodrome,-,N 
+Aerodromes,aeroway,aerodrome,-,Y 
+Aerodrome in,aeroway,aerodrome,in,N 
+Aerodromes in,aeroway,aerodrome,in,Y 
+Aerodrome near,aeroway,aerodrome,near,N 
+Aerodromes near,aeroway,aerodrome,near,Y 
+Airport,aeroway,aerodrome,-,N 
+Airports,aeroway,aerodrome,-,Y 
+Airport in,aeroway,aerodrome,in,N 
+Airports in,aeroway,aerodrome,in,Y 
+Airport near,aeroway,aerodrome,near,N 
+Airports near,aeroway,aerodrome,near,Y 
+Billboard,advertising,billboard,-,N 
+Billboards,advertising,billboard,-,Y 
+Billboard in,advertising,billboard,in,N 
+Billboards in,advertising,billboard,in,Y 
+Billboard near,advertising,billboard,near,N 
+Billboards near,advertising,billboard,near,Y 
+Hoarding,advertising,billboard,-,N 
+Hoardings,advertising,billboard,-,Y 
+Hoarding in,advertising,billboard,in,N 
+Hoardings in,advertising,billboard,in,Y 
+Hoarding near,advertising,billboard,near,N 
+Hoardings near,advertising,billboard,near,Y 
+Advertising column,advertising,column,-,N 
+Advertising columns,advertising,column,-,Y 
+Advertising column in,advertising,column,in,N 
+Advertising columns in,advertising,column,in,Y 
+Advertising column near,advertising,column,near,N 
+Advertising columns near,advertising,column,near,Y 
+Litfass column,advertising,column,-,N 
+Litfass columns,advertising,column,-,Y 
+Litfass column in,advertising,column,in,N 
+Litfass columns in,advertising,column,in,Y 
+Litfass column near,advertising,column,near,N 
+Litfass columns near,advertising,column,near,Y 
+Morris column,advertising,column,-,N 
+Morris columns,advertising,column,-,Y 
+Morris column in,advertising,column,in,N 
+Morris columns in,advertising,column,in,Y 
+Morris column near,advertising,column,near,N 
+Morris columns near,advertising,column,near,Y 
+Animal boarding facility,amenity,animal_boarding,-,N 
+Animal boarding facilities,amenity,animal_boarding,-,Y 
+Animal boarding facility in,amenity,animal_boarding,in,N 
+Animal boarding facilities in,amenity,animal_boarding,in,Y 
+Animal boarding facility near,amenity,animal_boarding,near,N 
+Animal boarding facilities near,amenity,animal_boarding,near,Y 
+Animal shelter,amenity,animal_shelter,-,N 
+Animal shelters,amenity,animal_shelter,-,Y 
+Animal shelter in,amenity,animal_shelter,in,N 
+Animal shelters in,amenity,animal_shelter,in,Y 
+Animal shelter near,amenity,animal_shelter,near,N 
+Animal shelters near,amenity,animal_shelter,near,Y 
+Arts Centre,amenity,arts_centre,-,N 
+Arts Centres,amenity,arts_centre,-,Y 
+Arts Centre in,amenity,arts_centre,in,N 
+Arts Centres in,amenity,arts_centre,in,Y 
+Arts Centre near,amenity,arts_centre,near,N 
+Arts Centres near,amenity,arts_centre,near,Y 
+Arts Center,amenity,arts_centre,-,N 
+Arts Centers,amenity,arts_centre,-,Y 
+Arts Center in,amenity,arts_centre,in,N 
+Arts Centers in,amenity,arts_centre,in,Y 
+Arts Center near,amenity,arts_centre,near,N 
+Arts Centers near,amenity,arts_centre,near,Y 
+ATM,amenity,atm,-,N 
+ATMs,amenity,atm,-,Y 
+ATM in,amenity,atm,in,N 
+ATMs in,amenity,atm,in,Y 
+ATM near,amenity,atm,near,N 
+ATMs near,amenity,atm,near,Y 
+cash,amenity,atm,-,N 
+cash,amenity,atm,-,Y 
+cash in,amenity,atm,in,N 
+cash in,amenity,atm,in,Y 
+cash near,amenity,atm,near,N 
+cash near,amenity,atm,near,Y 
+cash machine,amenity,atm,-,N 
+cash machines,amenity,atm,-,Y 
+cash machine in,amenity,atm,in,N 
+cash machines in,amenity,atm,in,Y 
+cash machine near,amenity,atm,near,N 
+cash machines near,amenity,atm,near,Y 
+Bank,amenity,bank,-,N 
+Banks,amenity,bank,-,Y 
+Bank in,amenity,bank,in,N 
+Banks in,amenity,bank,in,Y 
+Bank near,amenity,bank,near,N 
+Banks near,amenity,bank,near,Y 
+Bar,amenity,bar,-,N 
+Bars,amenity,bar,-,Y 
+Bar in,amenity,bar,in,N 
+Bars in,amenity,bar,in,Y 
+Bar near,amenity,bar,near,N 
+Bars near,amenity,bar,near,Y 
+Bar,amenity,pub,-,N 
+Bars,amenity,pub,-,Y 
+Bar in,amenity,pub,in,N 
+Bars in,amenity,pub,in,Y 
+Bar near,amenity,pub,near,N 
+Bars near,amenity,pub,near,Y 
+Barbecue,amenity,bbq,-,N 
+Barbecues,amenity,bbq,-,Y 
+Barbecue in,amenity,bbq,in,N 
+Barbecues in,amenity,bbq,in,Y 
+Barbecue near,amenity,bbq,near,N 
+Barbecues near,amenity,bbq,near,Y 
+Barbecue grill,amenity,bbq,-,N 
+Barbecue grills,amenity,bbq,-,Y 
+Barbecue grill in,amenity,bbq,in,N 
+Barbecue grills in,amenity,bbq,in,Y 
+Barbecue grill near,amenity,bbq,near,N 
+Barbecue grills near,amenity,bbq,near,Y 
+Bbq,amenity,bbq,-,N 
+Bbqs,amenity,bbq,-,Y 
+Bbq in,amenity,bbq,in,N 
+Bbqs in,amenity,bbq,in,Y 
+Bbq near,amenity,bbq,near,N 
+Bbqs near,amenity,bbq,near,Y 
+Bench,amenity,bench,-,N 
+Benches,amenity,bench,-,Y 
+Bench in,amenity,bench,in,N 
+Benches in,amenity,bench,in,Y 
+Bench near,amenity,bench,near,N 
+Benches near,amenity,bench,near,Y 
+Cycle Parking,amenity,bicycle_parking,-,N 
+Cycle Parkings,amenity,bicycle_parking,-,Y 
+Cycle Parking in,amenity,bicycle_parking,in,N 
+Cycle Parkings in,amenity,bicycle_parking,in,Y 
+Cycle Parking near,amenity,bicycle_parking,near,N 
+Cycle Parkings near,amenity,bicycle_parking,near,Y 
+Cycle Rental,amenity,bicycle_rental,-,N 
+Cycle Rentals,amenity,bicycle_rental,-,Y 
+Cycle Rental in,amenity,bicycle_rental,in,N 
+Cycle Rentals in,amenity,bicycle_rental,in,Y 
+Cycle Rental near,amenity,bicycle_rental,near,N 
+Cycle Rentals near,amenity,bicycle_rental,near,Y 
+Bicycle Parking,amenity,bicycle_parking,-,N 
+Bicycle Parkings,amenity,bicycle_parking,-,Y 
+Bicycle Parking in,amenity,bicycle_parking,in,N 
+Bicycle Parkings in,amenity,bicycle_parking,in,Y 
+Bicycle Parking near,amenity,bicycle_parking,near,N 
+Bicycle Parkings near,amenity,bicycle_parking,near,Y 
+Bicycle Rental,amenity,bicycle_rental,-,N 
+Bicycle Rentals,amenity,bicycle_rental,-,Y 
+Bicycle Rental in,amenity,bicycle_rental,in,N 
+Bicycle Rentals in,amenity,bicycle_rental,in,Y 
+Bicycle Rental near,amenity,bicycle_rental,near,N 
+Bicycle Rentals near,amenity,bicycle_rental,near,Y 
+Beer garden,amenity,biergarten,-,N 
+Beer gardens,amenity,biergarten,-,Y 
+Beer garden in,amenity,biergarten,in,N 
+Beer gardens in,amenity,biergarten,in,Y 
+Beer garden near,amenity,biergarten,near,N 
+Beer gardens near,amenity,biergarten,near,Y 
+Brothel,amenity,brothel,-,N 
+Brothels,amenity,brothel,-,Y 
+Brothel in,amenity,brothel,in,N 
+Brothels in,amenity,brothel,in,Y 
+Brothel near,amenity,brothel,near,N 
+Brothels near,amenity,brothel,near,Y 
+Bureau de Change,amenity,bureau_de_change,-,N 
+Bureau de Changes,amenity,bureau_de_change,-,Y 
+Bureaus de Change,amenity,bureau_de_change,-,Y 
+Bureau de Change in,amenity,bureau_de_change,in,N 
+Bureau de Changes in,amenity,bureau_de_change,in,Y 
+Bureaus de Change in,amenity,bureau_de_change,in,Y 
+Bureau de Change near,amenity,bureau_de_change,near,N 
+Bureau de Changes near,amenity,bureau_de_change,near,Y 
+Bureaus de Change near,amenity,bureau_de_change,near,Y 
+Bus Station,amenity,bus_station,-,N 
+Bus Stations,amenity,bus_station,-,Y 
+Bus Station in,amenity,bus_station,in,N 
+Bus Stations in,amenity,bus_station,in,Y 
+Bus Station near,amenity,bus_station,near,N 
+Bus Stations near,amenity,bus_station,near,Y 
+Cafe,amenity,cafe,-,N 
+Cafes,amenity,cafe,-,Y 
+Cafe in,amenity,cafe,in,N 
+Cafes in,amenity,cafe,in,Y 
+Cafe near,amenity,cafe,near,N 
+Cafes near,amenity,cafe,near,Y 
+Car Rental,amenity,car_rental,-,N 
+Car Rentals,amenity,car_rental,-,Y 
+Car Rental in,amenity,car_rental,in,N 
+Car Rentals in,amenity,car_rental,in,Y 
+Car Rental near,amenity,car_rental,near,N 
+Car Rentals near,amenity,car_rental,near,Y 
+Car Share,amenity,car_sharing,-,N 
+Car Sharing,amenity,car_sharing,-,N 
+Car Sharings,amenity,car_sharing,-,Y 
+Car Share in,amenity,car_sharing,in,N 
+Car Sharing in,amenity,car_sharing,in,N 
+Car Sharings in,amenity,car_sharing,in,Y 
+Car Share near,amenity,car_sharing,near,N 
+Car Sharing near,amenity,car_sharing,near,N 
+Car Sharings near,amenity,car_sharing,near,Y 
+Car Wash,amenity,car_wash,-,N 
+Car Washes,amenity,car_wash,-,Y 
+Car Wash in,amenity,car_wash,in,N 
+Car Washes in,amenity,car_wash,in,Y 
+Car Wash near,amenity,car_wash,near,N 
+Car Washes near,amenity,car_wash,near,Y 
+Casino,amenity,casino,-,N 
+Casinos,amenity,casino,-,Y 
+Casino in,amenity,casino,in,N 
+Casinos in,amenity,casino,in,Y 
+Casino near,amenity,casino,near,N 
+Casinos near,amenity,casino,near,Y 
+Charging station,amenity,charging_station,-,N 
+Charging stations,amenity,charging_station,-,Y 
+Charging station in,amenity,charging_station,in,N 
+Charging stations in,amenity,charging_station,in,Y 
+Charging station near,amenity,charging_station,near,N 
+Charging stations near,amenity,charging_station,near,Y 
+Cinema,amenity,cinema,-,N 
+Cinemas,amenity,cinema,-,Y 
+Cinema in,amenity,cinema,in,N 
+Cinemas in,amenity,cinema,in,Y 
+Cinema near,amenity,cinema,near,N 
+Cinemas near,amenity,cinema,near,Y 
+Clinic,amenity,clinic,-,N 
+Clinics,amenity,clinic,-,Y 
+Clinic in,amenity,clinic,in,N 
+Clinics in,amenity,clinic,in,Y 
+Clinic near,amenity,clinic,near,N 
+Clinics near,amenity,clinic,near,Y 
+College,amenity,college,-,N 
+Colleges,amenity,college,-,Y 
+College in,amenity,college,in,N 
+Colleges in,amenity,college,in,Y 
+College near,amenity,college,near,N 
+Colleges near,amenity,college,near,Y 
+Conference Centre,amenity,conference_centre,-,N 
+Conference Centres,amenity,conference_centre,-,Y 
+Conference Centre in,amenity,conference_centre,in,N 
+Conference Centres in,amenity,conference_centre,in,Y 
+Conference Centre near,amenity,conference_centre,near,N 
+Conference Centres near,amenity,conference_centre,near,Y 
+Conference Center,amenity,conference_centre,-,N 
+Conference Centers,amenity,conference_centre,-,Y 
+Conference Center in,amenity,conference_centre,in,N 
+Conference Centers in,amenity,conference_centre,in,Y 
+Conference Center near,amenity,conference_centre,near,N 
+Conference Centers near,amenity,conference_centre,near,Y 
+Community Centre,amenity,community_centre,-,N 
+Community Centres,amenity,community_centre,-,Y 
+Community Centre in,amenity,community_centre,in,N 
+Community Centres in,amenity,community_centre,in,Y 
+Community Centre near,amenity,community_centre,near,N 
+Community Centres near,amenity,community_centre,near,Y 
+Community Center,amenity,community_centre,-,N 
+Community Centers,amenity,community_centre,-,Y 
+Community Center in,amenity,community_centre,in,N 
+Community Centers in,amenity,community_centre,in,Y 
+Community Center near,amenity,community_centre,near,N 
+Community Centers near,amenity,community_centre,near,Y 
+Courthouse,amenity,courthouse,-,N 
+Courthouses,amenity,courthouse,-,Y 
+Courthouse in,amenity,courthouse,in,N 
+Courthouses in,amenity,courthouse,in,Y 
+Courthouse near,amenity,courthouse,near,N 
+Courthouses near,amenity,courthouse,near,Y 
+Crematorium,amenity,crematorium,-,N 
+Crematoriums,amenity,crematorium,-,Y 
+Crematorium in,amenity,crematorium,in,N 
+Crematoriums in,amenity,crematorium,in,Y 
+Crematorium near,amenity,crematorium,near,N 
+Crematoriums near,amenity,crematorium,near,Y 
+Dentist,amenity,dentist,-,N 
+Dentists,amenity,dentist,-,Y 
+Dentist in,amenity,dentist,in,N 
+Dentists in,amenity,dentist,in,Y 
+Dentist near,amenity,dentist,near,N 
+Dentists near,amenity,dentist,near,Y 
+Doctor,amenity,doctors,-,N 
+Doctors,amenity,doctors,-,Y 
+Doctor in,amenity,doctors,in,N 
+Doctors in,amenity,doctors,in,Y 
+Doctor near,amenity,doctors,near,N 
+Doctors near,amenity,doctors,near,Y 
+Martial Arts,amenity,dojo,-,N 
+Martial Arts,amenity,dojo,-,Y 
+Martial Arts in,amenity,dojo,in,N 
+Martial Arts in,amenity,dojo,in,Y 
+Martial Arts near,amenity,dojo,near,N 
+Martial Arts near,amenity,dojo,near,Y 
+Dojo,amenity,dojo,-,N 
+Dojos,amenity,dojo,-,Y 
+Dojo in,amenity,dojo,in,N 
+Dojos in,amenity,dojo,in,Y 
+Dojo near,amenity,dojo,near,N 
+Dojos near,amenity,dojo,near,Y 
+Dojang,amenity,dojo,-,N 
+Dojang,amenity,dojo,-,Y 
+Dojang in,amenity,dojo,in,N 
+Dojang in,amenity,dojo,in,Y 
+Dojang near,amenity,dojo,near,N 
+Dojang near,amenity,dojo,near,Y 
+Drinking Water,amenity,drinking_water,-,N 
+Drinking Water in,amenity,drinking_water,in,N 
+Drinking Water near,amenity,drinking_water,near,N 
+Water,amenity,drinking_water,-,N 
+Water in,amenity,drinking_water,in,N 
+Water near,amenity,drinking_water,near,N 
+Driving School,amenity,driving_school,-,N 
+Driving Schools,amenity,driving_school,-,Y 
+Driving School in,amenity,driving_school,in,N 
+Driving Schools in,amenity,driving_school,in,Y 
+Driving School near,amenity,driving_school,near,N 
+Driving Schools near,amenity,driving_school,near,Y 
+Embassy,amenity,embassy,-,N 
+Embassys,amenity,embassy,-,Y 
+Embassies,amenity,embassy,-,Y 
+Embassy in,amenity,embassy,in,N 
+Embassys in,amenity,embassy,in,Y 
+Embassies in,amenity,embassy,in,Y 
+Embassy near,amenity,embassy,near,N 
+Embassys near,amenity,embassy,near,Y 
+Embassies near,amenity,embassy,near,Y 
+Fast Food,amenity,fast_food,-,N 
+Fast Food in,amenity,fast_food,in,N 
+Fast Food near,amenity,fast_food,near,N 
+Food,amenity,restaurant,-,N 
+Food,amenity,fast_food,-,N 
+Food,amenity,restaurant,-,Y 
+Food,amenity,fast_food,-,Y 
+Food in,amenity,restaurant,in,N 
+Food in,amenity,fast_food,in,N 
+Food in,amenity,restaurant,in,Y 
+Food in,amenity,fast_food,in,Y 
+Food near,amenity,restaurant,near,N 
+Food near,amenity,fast_food,near,N 
+Food near,amenity,restaurant,near,Y 
+Food near,amenity,fast_food,near,Y 
+Ferry Terminal,amenity,ferry_terminal,-,N 
+Ferry Terminals,amenity,ferry_terminal,-,Y 
+Ferry Terminal in,amenity,ferry_terminal,in,N 
+Ferry Terminals in,amenity,ferry_terminal,in,Y 
+Ferry Terminal near,amenity,ferry_terminal,near,N 
+Ferry Terminals near,amenity,ferry_terminal,near,Y 
+Fire Station,amenity,fire_station,-,N 
+Fire Stations,amenity,fire_station,-,Y 
+Fire Station in,amenity,fire_station,in,N 
+Fire Stations in,amenity,fire_station,in,Y 
+Fire Station near,amenity,fire_station,near,N 
+Fire Stations near,amenity,fire_station,near,Y 
+Fountain,amenity,fountain,-,N 
+Fountains,amenity,fountain,-,Y 
+Fountain in,amenity,fountain,in,N 
+Fountains in,amenity,fountain,in,Y 
+Fountain near,amenity,fountain,near,N 
+Fountains near,amenity,fountain,near,Y 
+Fuel,amenity,fuel,-,N 
+Fuels,amenity,fuel,-,Y 
+Fuel in,amenity,fuel,in,N 
+Fuels in,amenity,fuel,in,Y 
+Fuel near,amenity,fuel,near,N 
+Fuels near,amenity,fuel,near,Y 
+Fuel Station,amenity,fuel,-,N 
+Fuel Stations,amenity,fuel,-,Y 
+Fuel Station in,amenity,fuel,in,N 
+Fuel Stations in,amenity,fuel,in,Y 
+Fuel Station near,amenity,fuel,near,N 
+Fuel Stations near,amenity,fuel,near,Y 
+Gas,amenity,fuel,-,N 
+Gas,amenity,fuel,-,Y 
+Gas in,amenity,fuel,in,N 
+Gas in,amenity,fuel,in,Y 
+Gas near,amenity,fuel,near,N 
+Gas near,amenity,fuel,near,Y 
+Gas Station,amenity,fuel,-,N 
+Gas Stations,amenity,fuel,-,Y 
+Gas Station in,amenity,fuel,in,N 
+Gas Stations in,amenity,fuel,in,Y 
+Gas Station near,amenity,fuel,near,N 
+Gas Stations near,amenity,fuel,near,Y 
+Petrol,amenity,fuel,-,N 
+Petrol in,amenity,fuel,in,N 
+Petrol near,amenity,fuel,near,N 
+Petrol Stations near,amenity,fuel,near,Y 
+Petrol Station,amenity,fuel,-,N 
+Petrol Stations,amenity,fuel,-,Y 
+Petrol Station in,amenity,fuel,in,N 
+Petrol Stations in,amenity,fuel,in,Y 
+Petrol Station near,amenity,fuel,near,N 
+Petrol Stations near,amenity,fuel,near,Y 
+Grave Yard,amenity,grave_yard,-,N 
+Grave Yards,amenity,grave_yard,-,Y 
+Grave Yard in,amenity,grave_yard,in,N 
+Grave Yards in,amenity,grave_yard,in,Y 
+Grave Yard near,amenity,grave_yard,near,N 
+Grave Yards near,amenity,grave_yard,near,Y 
+Grit bin,amenity,grit_bin,-,N 
+Grit bins,amenity,grit_bin,-,Y 
+Grit bin in,amenity,grit_bin,in,N 
+Grit bins in,amenity,grit_bin,in,Y 
+Grit bin near,amenity,grit_bin,near,N 
+Grit bins near,amenity,grit_bin,near,Y 
+Fitness Centre,amenity,gym,-,N 
+Fitness Centres,amenity,gym,-,Y 
+Fitness Centre in,amenity,gym,in,N 
+Fitness Centres in,amenity,gym,in,Y 
+Fitness Centre near,amenity,gym,near,N 
+Fitness Centres near,amenity,gym,near,Y 
+Fitness Center,amenity,gym,-,N 
+Fitness Centers,amenity,gym,-,Y 
+Fitness Center in,amenity,gym,in,N 
+Fitness Centers in,amenity,gym,in,Y 
+Fitness Center near,amenity,gym,near,N 
+Fitness Centers near,amenity,gym,near,Y 
+Gym,amenity,gym,-,N 
+Gyms,amenity,gym,-,Y 
+Gym in,amenity,gym,in,N 
+Gyms in,amenity,gym,in,Y 
+Gym near,amenity,gym,near,N 
+Gyms near,amenity,gym,near,Y 
+Hospital,amenity,hospital,-,N 
+Hospitals,amenity,hospital,-,Y 
+Hospital in,amenity,hospital,in,N 
+Hospitals in,amenity,hospital,in,Y 
+Hospital near,amenity,hospital,near,N 
+Hospitals near,amenity,hospital,near,Y 
+Hunting Stand,amenity,hunting_stand,-,N 
+Hunting Stands,amenity,hunting_stand,-,Y 
+Hunting Stand in,amenity,hunting_stand,in,N 
+Hunting Stands in,amenity,hunting_stand,in,Y 
+Hunting Stand near,amenity,hunting_stand,near,N 
+Hunting Stands near,amenity,hunting_stand,near,Y 
+Ice Cream,amenity,ice_cream,-,N 
+Ice Cream in,amenity,ice_cream,in,N 
+Ice Cream near,amenity,ice_cream,near,N 
+Karaoke,amenity,karaoke_box,-,N 
+Karaokes,amenity,karaoke_box,-,Y 
+Karaoke in,amenity,karaoke_box,in,N 
+Karaokes in,amenity,karaoke_box,in,Y 
+Karaokes near,amenity,karaoke_box,near,Y 
+Kindergarten,amenity,kindergarten,-,N 
+Kindergartens,amenity,kindergarten,-,Y 
+Kindergarten in,amenity,kindergarten,in,N 
+Kindergartens in,amenity,kindergarten,in,Y 
+Kindergarten near,amenity,kindergarten,near,N 
+Kindergartens near,amenity,kindergarten,near,Y 
+Nursery,amenity,kindergarten,-,N 
+Nurserys,amenity,kindergarten,-,Y 
+Nurseries,amenity,kindergarten,-,Y 
+Nursery in,amenity,kindergarten,in,N 
+Nurserys in,amenity,kindergarten,in,Y 
+Nurseries in,amenity,kindergarten,in,Y 
+Nursery near,amenity,kindergarten,near,N 
+Nurserys near,amenity,kindergarten,near,Y 
+Nurseries near,amenity,kindergarten,near,Y 
+Nursery School,amenity,kindergarten,-,N 
+Nursery Schools,amenity,kindergarten,-,Y 
+Nursery School in,amenity,kindergarten,in,N 
+Nursery Schools in,amenity,kindergarten,in,Y 
+Nursery School near,amenity,kindergarten,near,N 
+Nursery Schools near,amenity,kindergarten,near,Y 
+Kneipp Basin,amenity,kneipp_water_cure,-,N 
+Kneipp Basins,amenity,kneipp_water_cure,-,Y 
+Kneipp Basin in,amenity,kneipp_water_cure,in,N 
+Kneipp Basins in,amenity,kneipp_water_cure,in,Y 
+Kneipp Basin near,amenity,kneipp_water_cure,near,N 
+Kneipp Basins near,amenity,kneipp_water_cure,near,Y 
+Kneipp Bath,amenity,kneipp_water_cure,-,N 
+Kneipp Baths,amenity,kneipp_water_cure,-,Y 
+Kneipp Bath in,amenity,kneipp_water_cure,in,N 
+Kneipp Baths in,amenity,kneipp_water_cure,in,Y 
+Kneipp Bath near,amenity,kneipp_water_cure,near,N 
+Kneipp Baths near,amenity,kneipp_water_cure,near,Y 
+Kneipp Facility,amenity,kneipp_water_cure,-,N 
+Kneipp Facilitys,amenity,kneipp_water_cure,-,Y 
+Kneipp Facilities,amenity,kneipp_water_cure,-,Y 
+Kneipp Facility in,amenity,kneipp_water_cure,in,N 
+Kneipp Facilitys in,amenity,kneipp_water_cure,in,Y 
+Kneipp Facilities in,amenity,kneipp_water_cure,in,Y 
+Kneipp Facility near,amenity,kneipp_water_cure,near,N 
+Kneipp Facilitys near,amenity,kneipp_water_cure,near,Y 
+Kneipp Facilities near,amenity,kneipp_water_cure,near,Y 
+Library,amenity,library,-,N 
+Librarys,amenity,library,-,Y 
+Libraries,amenity,library,-,Y 
+Library in,amenity,library,in,N 
+Librarys in,amenity,library,in,Y 
+Libraries in,amenity,library,in,Y 
+Library near,amenity,library,near,N 
+Librarys near,amenity,library,near,Y 
+Libraries near,amenity,library,near,Y 
+Marketplace,amenity,marketplace,-,N 
+Marketplaces,amenity,marketplace,-,Y 
+Marketplace in,amenity,marketplace,in,N 
+Marketplaces in,amenity,marketplace,in,Y 
+Marketplace near,amenity,marketplace,near,N 
+Marketplaces near,amenity,marketplace,near,Y 
+Motorcycle parking,amenity,motorcycle_parking,-,N 
+Motorcycle parkings,amenity,motorcycle_parking,-,Y 
+Motorcycle parking in,amenity,motorcycle_parking,in,N 
+Motorcycle parkings in,amenity,motorcycle_parking,in,Y 
+Motorcycle parking near,amenity,motorcycle_parking,near,N 
+Motorcycle parkings near,amenity,motorcycle_parking,near,Y 
+Night Club,amenity,nightclub,-,N 
+Night Clubs,amenity,nightclub,-,Y 
+Night Club in,amenity,nightclub,in,N 
+Night Clubs in,amenity,nightclub,in,Y 
+Night Club near,amenity,nightclub,near,N 
+Night Clubs near,amenity,nightclub,near,Y 
+Nursing Home,amenity,nursing_home,-,N 
+Nursing Homes,amenity,nursing_home,-,Y 
+Nursing Home in,amenity,nursing_home,in,N 
+Nursing Homes in,amenity,nursing_home,in,Y 
+Nursing Home near,amenity,nursing_home,near,N 
+Nursing Homes near,amenity,nursing_home,near,Y 
+Pharmacy,amenity,pharmacy,-,N 
+Pharmacys,amenity,pharmacy,-,Y 
+Pharmacies,amenity,pharmacy,-,Y 
+Pharmacy in,amenity,pharmacy,in,N 
+Pharmacys in,amenity,pharmacy,in,Y 
+Pharmacies in,amenity,pharmacy,in,Y 
+Pharmacy near,amenity,pharmacy,near,N 
+Pharmacys near,amenity,pharmacy,near,Y 
+Pharmacies near,amenity,pharmacy,near,Y 
+Parking,amenity,parking,-,N 
+Parkings,amenity,parking,-,Y 
+Parking in,amenity,parking,in,N 
+Parkings in,amenity,parking,in,Y 
+Parking near,amenity,parking,near,N 
+Parkings near,amenity,parking,near,Y 
+Church,amenity,place_of_worship,-,N 
+Churches,amenity,place_of_worship,-,Y 
+Church in,amenity,place_of_worship,in,N 
+Churches in,amenity,place_of_worship,in,Y 
+Church near,amenity,place_of_worship,near,N 
+Churches near,amenity,place_of_worship,near,Y 
+Place of Worship,amenity,place_of_worship,-,N 
+Place of Worships,amenity,place_of_worship,-,Y 
+Places of Worship,amenity,place_of_worship,-,Y 
+Place of Worship in,amenity,place_of_worship,in,N 
+Place of Worships in,amenity,place_of_worship,in,Y 
+Places of Worship in,amenity,place_of_worship,in,Y 
+Place of Worship near,amenity,place_of_worship,near,N 
+Place of Worships near,amenity,place_of_worship,near,Y 
+Places of Worship near,amenity,place_of_worship,near,Y 
+Planetarium,amenity,planetarium,-,N 
+Planetariums,amenity,planetarium,-,Y 
+Planetaria,amenity,planetarium,-,Y 
+Planetarium in,amenity,planetarium,in,N 
+Planetariums in,amenity,planetarium,in,Y 
+Planetaria in,amenity,planetarium,in,Y 
+Planetarium near,amenity,planetarium,near,N 
+Planetariums near,amenity,planetarium,near,Y 
+Planetaria near,amenity,planetarium,near,Y 
+Police,amenity,police,-,N 
+Police in,amenity,police,in,N 
+Police near,amenity,police,near,N 
+Post Box,amenity,post_box,-,N 
+Post Boxes,amenity,post_box,-,Y 
+Post Box in,amenity,post_box,in,N 
+Post Boxes in,amenity,post_box,in,Y 
+Post Box near,amenity,post_box,near,N 
+Post Boxes near,amenity,post_box,near,Y 
+Post Office,amenity,post_office,-,N 
+Post Offices,amenity,post_office,-,Y 
+Post Office in,amenity,post_office,in,N 
+Post Offices in,amenity,post_office,in,Y 
+Post Office near,amenity,post_office,near,N 
+Post Offices near,amenity,post_office,near,Y 
+Prison,amenity,prison,-,N 
+Prisons,amenity,prison,-,Y 
+Prison in,amenity,prison,in,N 
+Prisons in,amenity,prison,in,Y 
+Prison near,amenity,prison,near,N 
+Prisons near,amenity,prison,near,Y 
+Bookcase,amenity,public_bookcase,-,N 
+Bookcases,amenity,public_bookcase,-,Y 
+Bookcase in,amenity,public_bookcase,in,N 
+Bookcases in,amenity,public_bookcase,in,Y 
+Bookcase near,amenity,public_bookcase,near,N 
+Bookcases near,amenity,public_bookcase,near,Y 
+Public Bookcase,amenity,public_bookcase,-,N 
+Public Bookcases,amenity,public_bookcase,-,Y 
+Public Bookcase in,amenity,public_bookcase,in,N 
+Public Bookcases in,amenity,public_bookcase,in,Y 
+Public Bookcase near,amenity,public_bookcase,near,N 
+Public Bookcases near,amenity,public_bookcase,near,Y 
+Pub,amenity,bar,-,N 
+Pubs,amenity,bar,-,Y 
+Pub in,amenity,bar,in,N 
+Pubs in,amenity,bar,in,Y 
+Pub near,amenity,bar,near,N 
+Pubs near,amenity,bar,near,Y 
+Pub,amenity,pub,-,N 
+Pubs,amenity,pub,-,Y 
+Pub in,amenity,pub,in,N 
+Pubs in,amenity,pub,in,Y 
+Pub near,amenity,pub,near,N 
+Pubs near,amenity,pub,near,Y 
+Public Building,amenity,public_building,-,N 
+Public Buildings,amenity,public_building,-,Y 
+Public Building in,amenity,public_building,in,N 
+Public Buildings in,amenity,public_building,in,Y 
+Public Building near,amenity,public_building,near,N 
+Public Buildings near,amenity,public_building,near,Y 
+Recycling Point,amenity,recycling,-,N 
+Recycling Points,amenity,recycling,-,Y 
+Recycling Point in,amenity,recycling,in,N 
+Recycling Points in,amenity,recycling,in,Y 
+Recycling Point near,amenity,recycling,near,N 
+Recycling Points near,amenity,recycling,near,Y 
+Recycling Station,amenity,recycling,-,N 
+Recycling Stations,amenity,recycling,-,Y 
+Recycling Station in,amenity,recycling,in,N 
+Recycling Stations in,amenity,recycling,in,Y 
+Recycling Station near,amenity,recycling,near,N 
+Recycling Stations near,amenity,recycling,near,Y 
+Restaurant,amenity,restaurant,-,N 
+Restaurants,amenity,restaurant,-,Y 
+Restaurant in,amenity,restaurant,in,N 
+Restaurants in,amenity,restaurant,in,Y 
+Restaurant near,amenity,restaurant,near,N 
+Restaurants near,amenity,restaurant,near,Y 
+Retirement Home,amenity,retirement_home,-,N 
+Retirement Homes,amenity,retirement_home,-,Y 
+Retirement Home in,amenity,retirement_home,in,N 
+Retirement Homes in,amenity,retirement_home,in,Y 
+Retirement Home near,amenity,retirement_home,near,N 
+Retirement Homes near,amenity,retirement_home,near,Y 
+Sauna,amenity,sauna,-,N 
+Saunas,amenity,sauna,-,Y 
+Sauna in,amenity,sauna,in,N 
+Saunas in,amenity,sauna,in,Y 
+Sauna near,amenity,sauna,near,N 
+Saunas near,amenity,sauna,near,Y 
+School,amenity,school,-,N 
+Schools,amenity,school,-,Y 
+School in,amenity,school,in,N 
+Schools in,amenity,school,in,Y 
+School near,amenity,school,near,N 
+Schools near,amenity,school,near,Y 
+Shelter,amenity,shelter,-,N 
+Shelters,amenity,shelter,-,Y 
+Shelter in,amenity,shelter,in,N 
+Shelters in,amenity,shelter,in,Y 
+Shelter near,amenity,shelter,near,N 
+Shelters near,amenity,shelter,near,Y 
+Studio,amenity,studio,-,N 
+Studios,amenity,studio,-,Y 
+Studio in,amenity,studio,in,N 
+Studios in,amenity,studio,in,Y 
+Studio near,amenity,studio,near,N 
+Studios near,amenity,studio,near,Y 
+Swinger Club,amenity,swingerclub,-,N 
+Swinger Clubs,amenity,swingerclub,-,Y 
+Swinger Club in,amenity,swingerclub,in,N 
+Swinger Clubs in,amenity,swingerclub,in,Y 
+Swinger Club near,amenity,swingerclub,near,N 
+Swinger Clubs near,amenity,swingerclub,near,Y 
+Taxi,amenity,taxi,-,N 
+Taxis,amenity,taxi,-,Y 
+Taxi in,amenity,taxi,in,N 
+Taxis in,amenity,taxi,in,Y 
+Taxi near,amenity,taxi,near,N 
+Taxis near,amenity,taxi,near,Y 
+Taxi Rank,amenity,taxi,-,N 
+Taxi Ranks,amenity,taxi,-,Y 
+Taxi Rank in,amenity,taxi,in,N 
+Taxi Ranks in,amenity,taxi,in,Y 
+Taxi Rank near,amenity,taxi,near,N 
+Taxi Ranks near,amenity,taxi,near,Y 
+Telephone,amenity,telephone,-,N 
+Telephones,amenity,telephone,-,Y 
+Telephone in,amenity,telephone,in,N 
+Telephones in,amenity,telephone,in,Y 
+Telephone near,amenity,telephone,near,N 
+Telephones near,amenity,telephone,near,Y 
+Public Telephone,amenity,telephone,-,N 
+Public Telephones,amenity,telephone,-,Y 
+Public Telephone in,amenity,telephone,in,N 
+Public Telephones in,amenity,telephone,in,Y 
+Public Telephone near,amenity,telephone,near,N 
+Public Telephones near,amenity,telephone,near,Y 
+Phone Booth,amenity,telephone,-,N 
+Phone Booths,amenity,telephone,-,Y 
+Phone Booth in,amenity,telephone,in,N 
+Phone Booths in,amenity,telephone,in,Y 
+Phone Booth near,amenity,telephone,near,N 
+Phone Booths near,amenity,telephone,near,Y 
+Theatre,amenity,theatre,-,N 
+Theatres,amenity,theatre,-,Y 
+Theatre in,amenity,theatre,in,N 
+Theatres in,amenity,theatre,in,Y 
+Theatre near,amenity,theatre,near,N 
+Theatres near,amenity,theatre,near,Y 
+Toilet,amenity,toilets,-,N 
+Toilets,amenity,toilets,-,Y 
+Toilet in,amenity,toilets,in,N 
+Toilets in,amenity,toilets,in,Y 
+Toilet near,amenity,toilets,near,N 
+Toilets near,amenity,toilets,near,Y 
+Town Hall,amenity,townhall,-,N 
+Town Halls,amenity,townhall,-,Y 
+Town Hall in,amenity,townhall,in,N 
+Town Halls in,amenity,townhall,in,Y 
+Town Hall near,amenity,townhall,near,N 
+Town Halls near,amenity,townhall,near,Y 
+University,amenity,university,-,N 
+Universitys,amenity,university,-,Y 
+Universities,amenity,university,-,Y 
+University in,amenity,university,in,N 
+Universitys in,amenity,university,in,Y 
+Universities in,amenity,university,in,Y 
+University near,amenity,university,near,N 
+Universitys near,amenity,university,near,Y 
+Universities near,amenity,university,near,Y 
+Vending Machine,amenity,vending_machine,-,N 
+Vending Machines,amenity,vending_machine,-,Y 
+Vending Machine in,amenity,vending_machine,in,N 
+Vending Machines in,amenity,vending_machine,in,Y 
+Vending Machine near,amenity,vending_machine,near,N 
+Vending Machines near,amenity,vending_machine,near,Y 
+Veterinary Surgery,amenity,veterinary,-,N 
+Veterinary Surgeries,amenity,veterinary,-,Y 
+Veterinary Surgery in,amenity,veterinary,in,N 
+Veterinary Surgeries in,amenity,veterinary,in,Y 
+Veterinary Surgery near,amenity,veterinary,near,N 
+Veterinary Surgeries near,amenity,veterinary,near,Y 
+Waste Basket,amenity,waste_basket,-,N 
+Waste Baskets,amenity,waste_basket,-,Y 
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+Unclassified Road near,highway,unclassified,near,N 
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+Unsurfaced Road,highway,unsurfaced,-,N 
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+Unsurfaced Roads near,highway,unsurfaced,near,Y 
+Archaeological Site,historic,archaeological_site,-,N 
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+Boundary Stone,historic,boundary_stone,-,N 
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+Brownfield Land near,landuse,brownfield,near,N 
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+Commercial Areas near,landuse,commercial,near,Y 
+Conservation,landuse,conservation,-,N 
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+Conservations in,landuse,conservation,in,Y 
+Conservation near,landuse,conservation,near,N 
+Conservations near,landuse,conservation,near,Y 
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+Construction near,landuse,construction,near,N 
+Constructions near,landuse,construction,near,Y 
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+Greenfield Land near,landuse,greenfield,near,N 
+Greenfield Lands near,landuse,greenfield,near,Y 
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+Industrial Area near,landuse,industrial,near,N 
+Industrial Areas near,landuse,industrial,near,Y 
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+Landfills near,landuse,landfill,near,Y 
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+Meadows in,landuse,meadow,in,Y 
+Meadow near,landuse,meadow,near,N 
+Meadows near,landuse,meadow,near,Y 
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+Military Areas in,landuse,military,in,Y 
+Military Area near,landuse,military,near,N 
+Military Areas near,landuse,military,near,Y 
+Piste,landuse,piste,-,N 
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+Quarrys in,landuse,quarry,in,Y 
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+Quarrys near,landuse,quarry,near,Y 
+Quarries near,landuse,quarry,near,Y 
+Railway,landuse,railway,-,N 
+Railways,landuse,railway,-,Y 
+Railway in,landuse,railway,in,N 
+Railways in,landuse,railway,in,Y 
+Railway near,landuse,railway,near,N 
+Railways near,landuse,railway,near,Y 
+Recreation Ground,landuse,recreation_ground,-,N 
+Recreation Grounds,landuse,recreation_ground,-,Y 
+Recreation Ground in,landuse,recreation_ground,in,N 
+Recreation Grounds in,landuse,recreation_ground,in,Y 
+Recreation Ground near,landuse,recreation_ground,near,N 
+Recreation Grounds near,landuse,recreation_ground,near,Y 
+Reservoir,landuse,reservoir,-,N 
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+Reservoir in,landuse,reservoir,in,N 
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+Reservoir near,landuse,reservoir,near,N 
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+Residential Area in,landuse,residential,in,N 
+Residential Areas in,landuse,residential,in,Y 
+Residential Area near,landuse,residential,near,N 
+Residential Areas near,landuse,residential,near,Y 
+Retail,landuse,retail,-,N 
+Retails,landuse,retail,-,Y 
+Retail in,landuse,retail,in,N 
+Retails in,landuse,retail,in,Y 
+Retail near,landuse,retail,near,N 
+Retails near,landuse,retail,near,Y 
+Village Green,landuse,village_green,-,N 
+Village Greens,landuse,village_green,-,Y 
+Village Green in,landuse,village_green,in,N 
+Village Greens in,landuse,village_green,in,Y 
+Village Green near,landuse,village_green,near,N 
+Village Greens near,landuse,village_green,near,Y 
+Vineyard,landuse,vineyard,-,N 
+Vineyards,landuse,vineyard,-,Y 
+Vineyard in,landuse,vineyard,in,N 
+Vineyards in,landuse,vineyard,in,Y 
+Vineyard near,landuse,vineyard,near,N 
+Vineyards near,landuse,vineyard,near,Y 
+Beach Resort,leisure,beach_resort,-,N 
+Beach Resorts,leisure,beach_resort,-,Y 
+Beach Resort in,leisure,beach_resort,in,N 
+Beach Resorts in,leisure,beach_resort,in,Y 
+Beach Resort near,leisure,beach_resort,near,N 
+Beach Resorts near,leisure,beach_resort,near,Y 
+Common Land,leisure,common,-,N 
+Common Lands,leisure,common,-,Y 
+Common Land in,leisure,common,in,N 
+Common Lands in,leisure,common,in,Y 
+Common Land near,leisure,common,near,N 
+Common Lands near,leisure,common,near,Y 
+Fishing Area,leisure,fishing,-,N 
+Fishing Areas,leisure,fishing,-,Y 
+Fishing Area in,leisure,fishing,in,N 
+Fishing Areas in,leisure,fishing,in,Y 
+Fishing Area near,leisure,fishing,near,N 
+Fishing Areas near,leisure,fishing,near,Y 
+Garden,leisure,garden,-,N 
+Gardens,leisure,garden,-,Y 
+Garden in,leisure,garden,in,N 
+Gardens in,leisure,garden,in,Y 
+Garden near,leisure,garden,near,N 
+Gardens near,leisure,garden,near,Y 
+Golf Course,leisure,golf_course,-,N 
+Golf Courses,leisure,golf_course,-,Y 
+Golf Course in,leisure,golf_course,in,N 
+Golf Courses in,leisure,golf_course,in,Y 
+Golf Course near,leisure,golf_course,near,N 
+Golf Courses near,leisure,golf_course,near,Y 
+Hackerspace,leisure,hackerspace,-,N 
+Hackerspaces,leisure,hackerspace,-,Y 
+Hackerspace in,leisure,hackerspace,in,N 
+Hackerspaces in,leisure,hackerspace,in,Y 
+Hackerspace near,leisure,hackerspace,near,N 
+Hackerspaces near,leisure,hackerspace,near,Y 
+Ice Rink,leisure,ice_rink,-,N 
+Ice Rinks,leisure,ice_rink,-,Y 
+Ice Rink in,leisure,ice_rink,in,N 
+Ice Rinks in,leisure,ice_rink,in,Y 
+Ice Rink near,leisure,ice_rink,near,N 
+Ice Rinks near,leisure,ice_rink,near,Y 
+Marina,leisure,marina,-,N 
+Marinas,leisure,marina,-,Y 
+Marina in,leisure,marina,in,N 
+Marinas in,leisure,marina,in,Y 
+Marina near,leisure,marina,near,N 
+Marinas near,leisure,marina,near,Y 
+Miniature Golf,leisure,miniature_golf,-,N 
+Miniature Golfs,leisure,miniature_golf,-,Y 
+Miniature Golf in,leisure,miniature_golf,in,N 
+Miniature Golfs in,leisure,miniature_golf,in,Y 
+Miniature Golf near,leisure,miniature_golf,near,N 
+Miniature Golfs near,leisure,miniature_golf,near,Y 
+Nature Reserve,leisure,nature_reserve,-,N 
+Nature Reserves,leisure,nature_reserve,-,Y 
+Nature Reserve in,leisure,nature_reserve,in,N 
+Nature Reserves in,leisure,nature_reserve,in,Y 
+Nature Reserve near,leisure,nature_reserve,near,N 
+Nature Reserves near,leisure,nature_reserve,near,Y 
+Park,leisure,park,-,N 
+Parks,leisure,park,-,Y 
+Park in,leisure,park,in,N 
+Parks in,leisure,park,in,Y 
+Park near,leisure,park,near,N 
+Parks near,leisure,park,near,Y 
+Sports Pitch,leisure,pitch,-,N 
+Sports Pitches,leisure,pitch,-,Y 
+Sports Pitch in,leisure,pitch,in,N 
+Sports Pitches in,leisure,pitch,in,Y 
+Sports Pitch near,leisure,pitch,near,N 
+Sports Pitches near,leisure,pitch,near,Y 
+Playground,leisure,playground,-,N 
+Playgrounds,leisure,playground,-,Y 
+Playground in,leisure,playground,in,N 
+Playgrounds in,leisure,playground,in,Y 
+Playground near,leisure,playground,near,N 
+Playgrounds near,leisure,playground,near,Y 
+Recreation Ground,leisure,recreation_ground,-,N 
+Recreation Grounds,leisure,recreation_ground,-,Y 
+Recreation Ground in,leisure,recreation_ground,in,N 
+Recreation Grounds in,leisure,recreation_ground,in,Y 
+Recreation Ground near,leisure,recreation_ground,near,N 
+Recreation Grounds near,leisure,recreation_ground,near,Y 
+Slipway,leisure,slipway,-,N 
+Slipways,leisure,slipway,-,Y 
+Slipway in,leisure,slipway,in,N 
+Slipways in,leisure,slipway,in,Y 
+Slipway near,leisure,slipway,near,N 
+Slipways near,leisure,slipway,near,Y 
+Sports Centre,leisure,sports_centre,-,N 
+Sports Centres,leisure,sports_centre,-,Y 
+Sports Centre in,leisure,sports_centre,in,N 
+Sports Centres in,leisure,sports_centre,in,Y 
+Sports Centre near,leisure,sports_centre,near,N 
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+Sports Centers near,leisure,sports_centre,near,Y 
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+Railway Platform,railway,platform,-,N 
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+Subway Station near,railway,subway,near,N 
+Subway Stations near,railway,subway,near,Y 
+Subway Entrance,railway,subway_entrance,-,N 
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+Subway Entrances near,railway,subway_entrance,near,Y 
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+Beauty Shop,shop,beauty,-,N 
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+Beverages Shop,shop,beverages,-,N 
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+Beverages Shops in,shop,beverages,in,Y 
+Beverages Shop near,shop,beverages,near,N 
+Beverages Shops near,shop,beverages,near,Y 
+Bicycle Shop,shop,bicycle,-,N 
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+Bicycle Shops in,shop,bicycle,in,Y 
+Bicycle Shop near,shop,bicycle,near,N 
+Bicycle Shops near,shop,bicycle,near,Y 
+Book Shop,shop,books,-,N 
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+Book Shops in,shop,books,in,Y 
+Book Shop near,shop,books,near,N 
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+Car Shop near,shop,car,near,N 
+Car Shops near,shop,car,near,Y 
+Car Parts,shop,car_parts,-,N 
+Car Parts,shop,car_parts,-,Y 
+Car Parts in,shop,car_parts,in,N 
+Car Parts in,shop,car_parts,in,Y 
+Car Parts near,shop,car_parts,near,N 
+Car Parts near,shop,car_parts,near,Y 
+Carpet Shop,shop,carpet,-,N 
+Carpet Shops,shop,carpet,-,Y 
+Carpet Shop in,shop,carpet,in,N 
+Carpet Shops in,shop,carpet,in,Y 
+Carpet Shop near,shop,carpet,near,N 
+Carpet Shops near,shop,carpet,near,Y 
+Car Repair,shop,car_repair,-,N 
+Car Repairs,shop,car_repair,-,Y 
+Car Repair in,shop,car_repair,in,N 
+Car Repairs in,shop,car_repair,in,Y 
+Car Repair near,shop,car_repair,near,N 
+Car Repairs near,shop,car_repair,near,Y 
+Charity Shop,shop,charity,-,N 
+Charity Shops,shop,charity,-,Y 
+Charity Shop in,shop,charity,in,N 
+Charity Shops in,shop,charity,in,Y 
+Charity Shop near,shop,charity,near,N 
+Charity Shops near,shop,charity,near,Y 
+Chemist,shop,chemist,-,N 
+Chemists,shop,chemist,-,Y 
+Chemist in,shop,chemist,in,N 
+Chemists in,shop,chemist,in,Y 
+Chemist near,shop,chemist,near,N 
+Chemists near,shop,chemist,near,Y 
+Clothes Shop,shop,clothes,-,N 
+Clothes Shops,shop,clothes,-,Y 
+Clothes Shop in,shop,clothes,in,N 
+Clothes Shops in,shop,clothes,in,Y 
+Clothes Shop near,shop,clothes,near,N 
+Clothes Shops near,shop,clothes,near,Y 
+Computer Shop,shop,computer,-,N 
+Computer Shops,shop,computer,-,Y 
+Computer Shop in,shop,computer,in,N 
+Computer Shops in,shop,computer,in,Y 
+Computer Shop near,shop,computer,near,N 
+Computer Shops near,shop,computer,near,Y 
+Confectionery Shop,shop,confectionery,-,N 
+Confectionery Shops,shop,confectionery,-,Y 
+Confectionery Shop in,shop,confectionery,in,N 
+Confectionery Shops in,shop,confectionery,in,Y 
+Confectionery Shop near,shop,confectionery,near,N 
+Confectionery Shops near,shop,confectionery,near,Y 
+Convenience Store,shop,convenience,-,N 
+Convenience Stores,shop,convenience,-,Y 
+Convenience Store in,shop,convenience,in,N 
+Convenience Stores in,shop,convenience,in,Y 
+Convenience Store near,shop,convenience,near,N 
+Convenience Stores near,shop,convenience,near,Y 
+Copy Shop,shop,copyshop,-,N 
+Copy Shops,shop,copyshop,-,Y 
+Copy Shop in,shop,copyshop,in,N 
+Copy Shops in,shop,copyshop,in,Y 
+Copy Shop near,shop,copyshop,near,N 
+Copy Shops near,shop,copyshop,near,Y 
+Cosmetics,shop,copyshop,-,Y 
+Cosmetics in,shop,copyshop,in,Y 
+Cosmetics near,shop,copyshop,near,Y 
+Cosmetics Shop,shop,cosmetics,-,N 
+Cosmetics Shops,shop,cosmetics,-,Y 
+Cosmetics Shop in,shop,cosmetics,in,N 
+Cosmetics Shops in,shop,cosmetics,in,Y 
+Cosmetics Shop near,shop,cosmetics,near,N 
+Cosmetics Shops near,shop,cosmetics,near,Y 
+Delicatessen,shop,deli,-,N 
+Delicatessen,shop,deli,-,Y 
+Delicatessen in,shop,deli,in,N 
+Delicatessen in,shop,deli,in,Y 
+Delicatessen near,shop,deli,near,N 
+Delicatessen near,shop,deli,near,Y 
+Department Store,shop,department_store,-,N 
+Department Stores,shop,department_store,-,Y 
+Department Store in,shop,department_store,in,N 
+Department Stores in,shop,department_store,in,Y 
+Department Store near,shop,department_store,near,N 
+Department Stores near,shop,department_store,near,Y 
+Fish Shop,shop,seafood,-,N 
+Fish Shops,shop,seafood,-,Y 
+Fish Shop in,shop,seafood,in,N 
+Fish Shops in,shop,seafood,in,Y 
+Fish Shop near,shop,seafood,near,N 
+Fish Shops near,shop,seafood,near,Y 
+Seafood Shop,shop,seafood,-,N 
+Seafood Shops,shop,seafood,-,Y 
+Seafood Shop in,shop,seafood,in,N 
+Seafood Shops in,shop,seafood,in,Y 
+Seafood Shop near,shop,seafood,near,N 
+Seafood Shops near,shop,seafood,near,Y 
+Do-It-Yourself,shop,doityourself,-,N 
+Do-It-Yourselfs,shop,doityourself,-,Y 
+Do-It-Yourselves,shop,doityourself,-,Y 
+Do-It-Yourself in,shop,doityourself,in,N 
+Do-It-Yourselfs in,shop,doityourself,in,Y 
+Do-It-Yourselves in,shop,doityourself,in,Y 
+Do-It-Yourself near,shop,doityourself,near,N 
+Do-It-Yourselfs near,shop,doityourself,near,Y 
+Do-It-Yourselves near,shop,doityourself,near,Y 
+Dry Cleaning,shop,dry_cleaning,-,N 
+Dry Cleanings,shop,dry_cleaning,-,Y 
+Dry Cleaning in,shop,dry_cleaning,in,N 
+Dry Cleanings in,shop,dry_cleaning,in,Y 
+Dry Cleaning near,shop,dry_cleaning,near,N 
+Dry Cleanings near,shop,dry_cleaning,near,Y 
+Electronics Shop,shop,electronics,-,N 
+Electronics Shops,shop,electronics,-,Y 
+Electronics Shop in,shop,electronics,in,N 
+Electronics Shops in,shop,electronics,in,Y 
+Electronics Shop near,shop,electronics,near,N 
+Electronics Shops near,shop,electronics,near,Y 
+Erotic Shop,shop,erotic,-,N 
+Erotic Shops,shop,erotic,-,Y 
+Erotic Shop in,shop,erotic,in,N 
+Erotic Shops in,shop,erotic,in,Y 
+Erotic Shop near,shop,erotic,near,N 
+Erotic Shops near,shop,erotic,near,Y 
+Sex Shop,shop,erotic,-,N 
+Sex Shops,shop,erotic,-,Y 
+Sex Shop in,shop,erotic,in,N 
+Sex Shops in,shop,erotic,in,Y 
+Sex Shop near,shop,erotic,near,N 
+Sex Shops near,shop,erotic,near,Y 
+Estate Agent,shop,estate_agent,-,N 
+Estate Agents,shop,estate_agent,-,Y 
+Estate Agent in,shop,estate_agent,in,N 
+Estate Agents in,shop,estate_agent,in,Y 
+Estate Agent near,shop,estate_agent,near,N 
+Estate Agents near,shop,estate_agent,near,Y 
+Farm Shop,shop,farm,-,N 
+Farm Shops,shop,farm,-,Y 
+Farm Shop in,shop,farm,in,N 
+Farm Shops in,shop,farm,in,Y 
+Farm Shop near,shop,farm,near,N 
+Farm Shops near,shop,farm,near,Y 
+Fashion Shop,shop,fashion,-,N 
+Fashion Shops,shop,fashion,-,Y 
+Fashion Shop in,shop,fashion,in,N 
+Fashion Shops in,shop,fashion,in,Y 
+Fashion Shop near,shop,fashion,near,N 
+Fashion Shops near,shop,fashion,near,Y 
+Florist,shop,florist,-,N 
+Florists,shop,florist,-,Y 
+Florist in,shop,florist,in,N 
+Florists in,shop,florist,in,Y 
+Florist near,shop,florist,near,N 
+Florists near,shop,florist,near,Y 
+Food Shop,shop,food,-,N 
+Food Shops,shop,food,-,Y 
+Food Shop in,shop,food,in,N 
+Food Shops in,shop,food,in,Y 
+Food Shop near,shop,food,near,N 
+Food Shops near,shop,food,near,Y 
+Funeral Director,shop,funeral_directors,-,N 
+Funeral Directors,shop,funeral_directors,-,Y 
+Funeral Director in,shop,funeral_directors,in,N 
+Funeral Directors in,shop,funeral_directors,in,Y 
+Funeral Director near,shop,funeral_directors,near,N 
+Funeral Directors near,shop,funeral_directors,near,Y 
+Furniture,shop,furniture,-,N 
+Furnitures,shop,furniture,-,Y 
+Furniture in,shop,furniture,in,N 
+Furnitures in,shop,furniture,in,Y 
+Furniture near,shop,furniture,near,N 
+Furnitures near,shop,furniture,near,Y 
+Garden Centre,shop,garden_centre,-,N 
+Garden Centres,shop,garden_centre,-,Y 
+Garden Centre in,shop,garden_centre,in,N 
+Garden Centres in,shop,garden_centre,in,Y 
+Garden Centre near,shop,garden_centre,near,N 
+Garden Centres near,shop,garden_centre,near,Y 
+Garden Center,shop,garden_centre,-,N 
+Garden Centers,shop,garden_centre,-,Y 
+Garden Center in,shop,garden_centre,in,N 
+Garden Centers in,shop,garden_centre,in,Y 
+Garden Center near,shop,garden_centre,near,N 
+Garden Centers near,shop,garden_centre,near,Y 
+General Store,shop,general,-,N 
+General Stores,shop,general,-,Y 
+General Store in,shop,general,in,N 
+General Stores in,shop,general,in,Y 
+General Store near,shop,general,near,N 
+General Stores near,shop,general,near,Y 
+Gift Shop,shop,gift,-,N 
+Gift Shops,shop,gift,-,Y 
+Gift Shop in,shop,gift,in,N 
+Gift Shops in,shop,gift,in,Y 
+Gift Shop near,shop,gift,near,N 
+Gift Shops near,shop,gift,near,Y 
+Greengrocer,shop,greengrocer,-,N 
+Greengrocers,shop,greengrocer,-,Y 
+Greengrocer in,shop,greengrocer,in,N 
+Greengrocers in,shop,greengrocer,in,Y 
+Greengrocer near,shop,greengrocer,near,N 
+Greengrocers near,shop,greengrocer,near,Y 
+Hairdresser,shop,hairdresser,-,N 
+Hairdressers,shop,hairdresser,-,Y 
+Hairdresser in,shop,hairdresser,in,N 
+Hairdressers in,shop,hairdresser,in,Y 
+Hairdresser near,shop,hairdresser,near,N 
+Hairdressers near,shop,hairdresser,near,Y 
+Hardware Store,shop,hardware,-,N 
+Hardware Stores,shop,hardware,-,Y 
+Hardware Store in,shop,hardware,in,N 
+Hardware Stores in,shop,hardware,in,Y 
+Hardware Store near,shop,hardware,near,N 
+Hardware Stores near,shop,hardware,near,Y 
+Hi-Fi,shop,hifi,-,N 
+Hi-Fis,shop,hifi,-,Y 
+Hi-Fi in,shop,hifi,in,N 
+Hi-Fis in,shop,hifi,in,Y 
+Hi-Fi near,shop,hifi,near,N 
+Hi-Fis near,shop,hifi,near,Y 
+Insurance,office,insurance,-,N 
+Insurances,office,insurance,-,Y 
+Insurance in,office,insurance,in,N 
+Insurances in,office,insurance,in,Y 
+Insurance near,office,insurance,near,N 
+Insurances near,office,insurance,near,Y 
+Jewelry Shop,shop,jewelry,-,N 
+Jewelry Shops,shop,jewelry,-,Y 
+Jewelry Shop in,shop,jewelry,in,N 
+Jewelry Shops in,shop,jewelry,in,Y 
+Jewelry Shop near,shop,jewelry,near,N 
+Jewelry Shops near,shop,jewelry,near,Y 
+Kiosk Shop,shop,kiosk,-,N 
+Kiosk Shops,shop,kiosk,-,Y 
+Kiosk Shop in,shop,kiosk,in,N 
+Kiosk Shops in,shop,kiosk,in,Y 
+Kiosk Shop near,shop,kiosk,near,N 
+Kiosk Shops near,shop,kiosk,near,Y 
+Laundry,shop,laundry,-,N 
+Laundrys,shop,laundry,-,Y 
+Laundries,shop,laundry,-,Y 
+Laundry in,shop,laundry,in,N 
+Laundrys in,shop,laundry,in,Y 
+Laundries in,shop,laundry,in,Y 
+Laundry near,shop,laundry,near,N 
+Laundrys near,shop,laundry,near,Y 
+Laundries near,shop,laundry,near,Y 
+Mall,shop,mall,-,N 
+Malls,shop,mall,-,Y 
+Mall in,shop,mall,in,N 
+Malls in,shop,mall,in,Y 
+Mall near,shop,mall,near,N 
+Malls near,shop,mall,near,Y 
+Massage Shop,shop,massage,-,N 
+Massage Shops,shop,massage,-,Y 
+Massage Shop in,shop,massage,in,N 
+Massage Shops in,shop,massage,in,Y 
+Massage Shop near,shop,massage,near,N 
+Massage Shops near,shop,massage,near,Y 
+Mobile Phone Shop,shop,mobile_phone,-,N 
+Mobile Phone Shops,shop,mobile_phone,-,Y 
+Mobile Phone Shop in,shop,mobile_phone,in,N 
+Mobile Phone Shops in,shop,mobile_phone,in,Y 
+Mobile Phone Shop near,shop,mobile_phone,near,N 
+Mobile Phone Shops near,shop,mobile_phone,near,Y 
+Motorcycle Shop,shop,motorcycle,-,N 
+Motorcycle Shops,shop,motorcycle,-,Y 
+Motorcycle Shop in,shop,motorcycle,in,N 
+Motorcycle Shops in,shop,motorcycle,in,Y 
+Motorcycle Shop near,shop,motorcycle,near,N 
+Motorcycle Shops near,shop,motorcycle,near,Y 
+Music Shop,shop,music,-,N 
+Music Shops,shop,music,-,Y 
+Music Shop in,shop,music,in,N 
+Music Shops in,shop,music,in,Y 
+Music Shop near,shop,music,near,N 
+Music Shops near,shop,music,near,Y 
+Newsagent,shop,newsagent,-,N 
+Newsagents,shop,newsagent,-,Y 
+Newsagent in,shop,newsagent,in,N 
+Newsagents in,shop,newsagent,in,Y 
+Newsagent near,shop,newsagent,near,N 
+Newsagents near,shop,newsagent,near,Y 
+Optician,shop,optician,-,N 
+Opticians,shop,optician,-,Y 
+Optician in,shop,optician,in,N 
+Opticians in,shop,optician,in,Y 
+Optician near,shop,optician,near,N 
+Opticians near,shop,optician,near,Y 
+Organic Food Shop,shop,organic,-,N 
+Organic Food Shops,shop,organic,-,Y 
+Organic Food Shop in,shop,organic,in,N 
+Organic Food Shops in,shop,organic,in,Y 
+Organic Food Shop near,shop,organic,near,N 
+Organic Food Shops near,shop,organic,near,Y 
+Outdoor Shop,shop,outdoor,-,N 
+Outdoor Shops,shop,outdoor,-,Y 
+Outdoor Shop in,shop,outdoor,in,N 
+Outdoor Shops in,shop,outdoor,in,Y 
+Outdoor Shop near,shop,outdoor,near,N 
+Outdoor Shops near,shop,outdoor,near,Y 
+Pet Shop,shop,pet,-,N 
+Pet Shops,shop,pet,-,Y 
+Pet Shop in,shop,pet,in,N 
+Pet Shops in,shop,pet,in,Y 
+Pet Shop near,shop,pet,near,N 
+Pet Shops near,shop,pet,near,Y 
+Photo Shop,shop,photo,-,N 
+Photo Shops,shop,photo,-,Y 
+Photo Shop in,shop,photo,in,N 
+Photo Shops in,shop,photo,in,Y 
+Photo Shop near,shop,photo,near,N 
+Photo Shops near,shop,photo,near,Y 
+Salon,shop,salon,-,N 
+Salons,shop,salon,-,Y 
+Salon in,shop,salon,in,N 
+Salons in,shop,salon,in,Y 
+Salon near,shop,salon,near,N 
+Salons near,shop,salon,near,Y 
+Shoe Shop,shop,shoes,-,N 
+Shoe Shops,shop,shoes,-,Y 
+Shoe Shop in,shop,shoes,in,N 
+Shoe Shops in,shop,shoes,in,Y 
+Shoe Shop near,shop,shoes,near,N 
+Shoe Shops near,shop,shoes,near,Y 
+Shopping Centre,shop,shopping_centre,-,N 
+Shopping Centres,shop,shopping_centre,-,Y 
+Shopping Centre in,shop,shopping_centre,in,N 
+Shopping Centres in,shop,shopping_centre,in,Y 
+Shopping Centre near,shop,shopping_centre,near,N 
+Shopping Centres near,shop,shopping_centre,near,Y 
+Shopping Center,shop,shopping_centre,-,N 
+Shopping Centers,shop,shopping_centre,-,Y 
+Shopping Center in,shop,shopping_centre,in,N 
+Shopping Centers in,shop,shopping_centre,in,Y 
+Shopping Center near,shop,shopping_centre,near,N 
+Shopping Centers near,shop,shopping_centre,near,Y 
+Sports Shop,shop,sports,-,N 
+Sports Shops,shop,sports,-,Y 
+Sports Shop in,shop,sports,in,N 
+Sports Shops in,shop,sports,in,Y 
+Sports Shop near,shop,sports,near,N 
+Sports Shops near,shop,sports,near,Y 
+Stationery Shop,shop,stationery,-,N 
+Stationery Shops,shop,stationery,-,Y 
+Stationery Shop in,shop,stationery,in,N 
+Stationery Shops in,shop,stationery,in,Y 
+Stationery Shop near,shop,stationery,near,N 
+Stationery Shops near,shop,stationery,near,Y 
+Supermarket,shop,supermarket,-,N 
+Supermarkets,shop,supermarket,-,Y 
+Supermarket in,shop,supermarket,in,N 
+Supermarkets in,shop,supermarket,in,Y 
+Supermarket near,shop,supermarket,near,N 
+Supermarkets near,shop,supermarket,near,Y 
+Tattoo Studio,shop,tattoo,-,N 
+Tattoo Studios,shop,tattoo,-,Y 
+Tattoo Studio in,shop,tattoo,in,N 
+Tattoo Studios in,shop,tattoo,in,Y 
+Tattoo Studio near,shop,tattoo,near,N 
+Tattoo Studios near,shop,tattoo,near,Y 
+Tobacco Shop,shop,tobacco,-,N 
+Tobacco Shops,shop,tobacco,-,Y 
+Tobacco Shop in,shop,tobacco,in,N 
+Tobacco Shops in,shop,tobacco,in,Y 
+Tobacco Shop near,shop,tobacco,near,N 
+Tobacco Shops near,shop,tobacco,near,Y 
+Toy Shop,shop,toys,-,N 
+Toy Shops,shop,toys,-,Y 
+Toy Shop in,shop,toys,in,N 
+Toy Shops in,shop,toys,in,Y 
+Toy Shop near,shop,toys,near,N 
+Toy Shops near,shop,toys,near,Y 
+Travel Agency,shop,travel_agency,-,N 
+Travel Agencys,shop,travel_agency,-,Y 
+Travel Agencies,shop,travel_agency,-,Y 
+Travel Agency in,shop,travel_agency,in,N 
+Travel Agencys in,shop,travel_agency,in,Y 
+Travel Agencies in,shop,travel_agency,in,Y 
+Travel Agency near,shop,travel_agency,near,N 
+Travel Agencys near,shop,travel_agency,near,Y 
+Travel Agencies near,shop,travel_agency,near,Y 
+Video Shop,shop,video,-,N 
+Video Shops,shop,video,-,Y 
+Video Shop in,shop,video,in,N 
+Video Shops in,shop,video,in,Y 
+Video Shop near,shop,video,near,N 
+Video Shops near,shop,video,near,Y 
+Off Licence,shop,wine,-,N 
+Off Licences,shop,wine,-,Y 
+Off Licence in,shop,wine,in,N 
+Off Licences in,shop,wine,in,Y 
+Off Licence near,shop,wine,near,N 
+Off Licences near,shop,wine,near,Y 
+Off License,shop,wine,-,N 
+Off Licenses,shop,wine,-,Y 
+Off License in,shop,wine,in,N 
+Off Licenses in,shop,wine,in,Y 
+Off License near,shop,wine,near,N 
+Off Licenses near,shop,wine,near,Y 
+Wine Shop,shop,wine,-,N 
+Wine Shops,shop,wine,-,Y 
+Wine Shop in,shop,wine,in,N 
+Wine Shops in,shop,wine,in,Y 
+Wine Shop near,shop,wine,near,N 
+Wine Shops near,shop,wine,near,Y 
+Nursing Home,social_facility,nursing_home,-,N 
+Nursing Homes,social_facility,nursing_home,-,Y 
+Nursing Home in,social_facility,nursing_home,in,N 
+Nursing Homes in,social_facility,nursing_home,in,Y 
+Nursing Home near,social_facility,nursing_home,near,N 
+Nursing Homes near,social_facility,nursing_home,near,Y 
+Alpine Hut,tourism,alpine_hut,-,N 
+Alpine Huts,tourism,alpine_hut,-,Y 
+Alpine Hut in,tourism,alpine_hut,in,N 
+Alpine Huts in,tourism,alpine_hut,in,Y 
+Alpine Hut near,tourism,alpine_hut,near,N 
+Alpine Huts near,tourism,alpine_hut,near,Y 
+Aquarium,tourism,aquarium,-,N 
+Aquariums,tourism,aquarium,-,Y 
+Aquarium in,tourism,aquarium,in,N 
+Aquariums in,tourism,aquarium,in,Y 
+Aquarium near,tourism,aquarium,near,N 
+Aquariums near,tourism,aquarium,near,Y 
+Artwork,tourism,artwork,-,N 
+Artworks,tourism,artwork,-,Y 
+Artwork in,tourism,artwork,in,N 
+Artworks in,tourism,artwork,in,Y 
+Artwork near,tourism,artwork,near,N 
+Artworks near,tourism,artwork,near,Y 
+Attraction,tourism,attraction,-,N 
+Attractions,tourism,attraction,-,Y 
+Attraction in,tourism,attraction,in,N 
+Attractions in,tourism,attraction,in,Y 
+Attraction near,tourism,attraction,near,N 
+Attractions near,tourism,attraction,near,Y 
+Camp Site,tourism,camp_site,-,N 
+Camp Sites,tourism,camp_site,-,Y 
+Camp Site in,tourism,camp_site,in,N 
+Camp Sites in,tourism,camp_site,in,Y 
+Camp Site near,tourism,camp_site,near,N 
+Camp Sites near,tourism,camp_site,near,Y 
+Caravan Site,tourism,caravan_site,-,N 
+Caravan Sites,tourism,caravan_site,-,Y 
+Caravan Site in,tourism,caravan_site,in,N 
+Caravan Sites in,tourism,caravan_site,in,Y 
+Caravan Site near,tourism,caravan_site,near,N 
+Caravan Sites near,tourism,caravan_site,near,Y 
+Chalet,tourism,chalet,-,N 
+Chalets,tourism,chalet,-,Y 
+Chalet in,tourism,chalet,in,N 
+Chalets in,tourism,chalet,in,Y 
+Chalet near,tourism,chalet,near,N 
+Chalets near,tourism,chalet,near,Y 
+Guest House,tourism,guest_house,-,N 
+Guest Houses,tourism,guest_house,-,Y 
+Guest House in,tourism,guest_house,in,N 
+Guest Houses in,tourism,guest_house,in,Y 
+Guest House near,tourism,guest_house,near,N 
+Guest Houses near,tourism,guest_house,near,Y 
+Hostel,tourism,hostel,-,N 
+Hostels,tourism,hostel,-,Y 
+Hostel in,tourism,hostel,in,N 
+Hostels in,tourism,hostel,in,Y 
+Hostel near,tourism,hostel,near,N 
+Hostels near,tourism,hostel,near,Y 
+Hotel,tourism,hotel,-,N 
+Hotels,tourism,hotel,-,Y 
+Hotel in,tourism,hotel,in,N 
+Hotels in,tourism,hotel,in,Y 
+Hotel near,tourism,hotel,near,N 
+Hotels near,tourism,hotel,near,Y 
+Information,tourism,information,-,N 
+Informations,tourism,information,-,Y 
+Information in,tourism,information,in,N 
+Informations in,tourism,information,in,Y 
+Information near,tourism,information,near,N 
+Informations near,tourism,information,near,Y 
+Motel,tourism,motel,-,N 
+Motels,tourism,motel,-,Y 
+Motel in,tourism,motel,in,N 
+Motels in,tourism,motel,in,Y 
+Motel near,tourism,motel,near,N 
+Motels near,tourism,motel,near,Y 
+Museum,tourism,museum,-,N 
+Museums,tourism,museum,-,Y 
+Museum in,tourism,museum,in,N 
+Museums in,tourism,museum,in,Y 
+Museum near,tourism,museum,near,N 
+Museums near,tourism,museum,near,Y 
+Picnic Site,tourism,picnic_site,-,N 
+Picnic Sites,tourism,picnic_site,-,Y 
+Picnic Site in,tourism,picnic_site,in,N 
+Picnic Sites in,tourism,picnic_site,in,Y 
+Picnic Site near,tourism,picnic_site,near,N 
+Picnic Sites near,tourism,picnic_site,near,Y 
+Theme Park,tourism,theme_park,-,N 
+Theme Parks,tourism,theme_park,-,Y 
+Theme Park in,tourism,theme_park,in,N 
+Theme Parks in,tourism,theme_park,in,Y 
+Theme Park near,tourism,theme_park,near,N 
+Theme Parks near,tourism,theme_park,near,Y 
+Viewpoint,tourism,viewpoint,-,N 
+Viewpoints,tourism,viewpoint,-,Y 
+Viewpoint in,tourism,viewpoint,in,N 
+Viewpoints in,tourism,viewpoint,in,Y 
+Viewpoint near,tourism,viewpoint,near,N 
+Viewpoints near,tourism,viewpoint,near,Y 
+Zoo,tourism,zoo,-,N 
+Zoos,tourism,zoo,-,Y 
+Zoo in,tourism,zoo,in,N 
+Zoos in,tourism,zoo,in,Y 
+Zoo near,tourism,zoo,near,N 
+Zoos near,tourism,zoo,near,Y 
+Boatyard,waterway,boatyard,-,N 
+Boatyards,waterway,boatyard,-,Y 
+Boatyard in,waterway,boatyard,in,N 
+Boatyards in,waterway,boatyard,in,Y 
+Boatyard near,waterway,boatyard,near,N 
+Boatyards near,waterway,boatyard,near,Y 
+Boat Ramp,leisure,slipway,-,N 
+Boat Ramps,leisure,slipway,-,Y 
+Boat Ramp in,leisure,slipway,in,N 
+Boat Ramps in,leisure,slipway,in,Y 
+Boat Ramp near,leisure,slipway,near,N 
+Boat Ramps near,leisure,slipway,near,Y 
+Canal,waterway,canal,-,N 
+Canals,waterway,canal,-,Y 
+Canal in,waterway,canal,in,N 
+Canals in,waterway,canal,in,Y 
+Canal near,waterway,canal,near,N 
+Canals near,waterway,canal,near,Y 
+Dam,waterway,dam,-,N 
+Dams,waterway,dam,-,Y 
+Dam in,waterway,dam,in,N 
+Dams in,waterway,dam,in,Y 
+Dam near,waterway,dam,near,N 
+Dams near,waterway,dam,near,Y 
+Derelict Canal,waterway,derelict_canal,-,N 
+Derelict Canals,waterway,derelict_canal,-,Y 
+Derelict Canal in,waterway,derelict_canal,in,N 
+Derelict Canals in,waterway,derelict_canal,in,Y 
+Derelict Canal near,waterway,derelict_canal,near,N 
+Derelict Canals near,waterway,derelict_canal,near,Y 
+Ditch,waterway,ditch,-,N 
+Ditchs,waterway,ditch,-,Y 
+Ditches,waterway,ditch,-,Y 
+Ditch in,waterway,ditch,in,N 
+Ditchs in,waterway,ditch,in,Y 
+Ditches in,waterway,ditch,in,Y 
+Ditch near,waterway,ditch,near,N 
+Ditchs near,waterway,ditch,near,Y 
+Ditches near,waterway,ditch,near,Y 
+Dock,waterway,dock,-,N 
+Docks,waterway,dock,-,Y 
+Dock in,waterway,dock,in,N 
+Docks in,waterway,dock,in,Y 
+Dock near,waterway,dock,near,N 
+Docks near,waterway,dock,near,Y 
+Drain,waterway,drain,-,N 
+Drains,waterway,drain,-,Y 
+Drain in,waterway,drain,in,N 
+Drains in,waterway,drain,in,Y 
+Drain near,waterway,drain,near,N 
+Drains near,waterway,drain,near,Y 
+Rapids,waterway,rapids,-,N 
+Rapids,waterway,rapids,-,Y 
+Rapids in,waterway,rapids,in,N 
+Rapids in,waterway,rapids,in,Y 
+Rapids near,waterway,rapids,near,N 
+Rapids near,waterway,rapids,near,Y 
+River,waterway,river,-,N 
+Rivers,waterway,river,-,Y 
+River in,waterway,river,in,N 
+Rivers in,waterway,river,in,Y 
+River near,waterway,river,near,N 
+Rivers near,waterway,river,near,Y 
+Riverbank,waterway,riverbank,-,N 
+Riverbanks,waterway,riverbank,-,Y 
+Riverbank in,waterway,riverbank,in,N 
+Riverbanks in,waterway,riverbank,in,Y 
+Riverbank near,waterway,riverbank,near,N 
+Riverbanks near,waterway,riverbank,near,Y 
+Stream,waterway,stream,-,N 
+Streams,waterway,stream,-,Y 
+Stream in,waterway,stream,in,N 
+Streams in,waterway,stream,in,Y 
+Stream near,waterway,stream,near,N 
+Streams near,waterway,stream,near,Y 
+Wadi,waterway,wadi,-,N 
+Wadis,waterway,wadi,-,Y 
+Wadi in,waterway,wadi,in,N 
+Wadis in,waterway,wadi,in,Y 
+Wadi near,waterway,wadi,near,N 
+Wadis near,waterway,wadi,near,Y 
+Waterfall,waterway,waterfall,-,N 
+Waterfalls,waterway,waterfall,-,Y 
+Waterfall in,waterway,waterfall,in,N 
+Waterfalls in,waterway,waterfall,in,Y 
+Waterfall near,waterway,waterfall,near,N 
+Waterfalls near,waterway,waterfall,near,Y 
+Water Point,waterway,water_point,-,N 
+Water Points,waterway,water_point,-,Y 
+Water Point in,waterway,water_point,in,N 
+Water Points in,waterway,water_point,in,Y 
+Water Point near,waterway,water_point,near,N 
+Water Points near,waterway,water_point,near,Y 
+Weir,waterway,weir,-,N 
+Weirs,waterway,weir,-,Y 
+Weir in,waterway,weir,in,N 
+Weirs in,waterway,weir,in,Y 
+Weir near,waterway,weir,near,N 
+Weirs near,waterway,weir,near,Y 
+Coworking ,office ,coworking ,- ,N 
+Coworkings ,office ,coworking ,- ,Y 
+Coworking in ,office ,coworking ,in ,N 
+Coworkings in ,office ,coworking ,in ,Y 
+Coworking near ,office ,coworking ,near ,N 
+Coworkings near ,office ,coworking ,near ,Y 
+Coworking ,amenity ,coworking_space ,- ,N 
+Coworkings ,amenity ,coworking_space ,- ,Y 
+Coworking in ,amenity ,coworking_space ,in ,N 
+Coworkings in ,amenity ,coworking_space ,in ,Y 
+Coworking near ,amenity ,coworking_space ,near ,N 
+Coworkings near ,amenity ,coworking_space ,near ,Y