Merge pull request #3383 from lonvia/window-searches

[nominatim.git] / nominatim / api / results.py

diff --git a/nominatim/api/results.py b/nominatim/api/results.py
index 0183f5b9f35e1cf201773104aee7821653f78402..47fb85114634de804f36fa569dc79986894dccc4 100644 (file)
--- a/nominatim/api/results.py
+++ b/nominatim/api/results.py
@@ -11,14 +11,15 @@ Data classes are part of the public API while the functions are for
 internal use only. That's why they are implemented as free-standing functions
 instead of member functions.
 """
 internal use only. That's why they are implemented as free-standing functions
 instead of member functions.
 """

-from typing import Optional, Tuple, Dict, Sequence, TypeVar, Type, List, Any, Union
+from typing import Optional, Tuple, Dict, Sequence, TypeVar, Type, List, cast, Callable

 import enum
 import dataclasses
 import datetime as dt
 
 import sqlalchemy as sa
 
 import enum
 import dataclasses
 import datetime as dt
 
 import sqlalchemy as sa
 

-from nominatim.typing import SaSelect, SaRow, SaColumn
+from nominatim.typing import SaSelect, SaRow
+from nominatim.db.sqlalchemy_types import Geometry

 from nominatim.api.types import Point, Bbox, LookupDetails
 from nominatim.api.connection import SearchConnection
 from nominatim.api.logging import log
 from nominatim.api.types import Point, Bbox, LookupDetails
 from nominatim.api.connection import SearchConnection
 from nominatim.api.logging import log


@@ -81,12 +82,6 @@ class AddressLine:
         and its function as an address object. Most fields are optional.
         Their presence depends on the kind and function of the address part.
     """
         and its function as an address object. Most fields are optional.
         Their presence depends on the kind and function of the address part.
     """

-    place_id: Optional[int]
-    """ Internal ID of the place.
-    """
-    osm_object: Optional[Tuple[str, int]]
-    """ OSM type and ID of the place, if such an object exists.
-    """

     category: Tuple[str, str]
     """ Main category of the place, described by a key-value pair.
     """
     category: Tuple[str, str]
     """ Main category of the place, described by a key-value pair.
     """


@@ -94,16 +89,6 @@ class AddressLine:
     """ All available names for the place including references, alternative
         names and translations.
     """
     """ All available names for the place including references, alternative
         names and translations.
     """

-    extratags: Optional[Dict[str, str]]
-    """ Any extra information available about the place. This is a dictionary
-        that usually contains OSM tag key-value pairs.
-    """
-
-    admin_level: Optional[int]
-    """ The administrative level of a boundary as tagged in the input data.
-        This field is only meaningful for places of the category
-        (boundary, administrative).
-    """

     fromarea: bool
     """ If true, then the exact area of the place is known. Without area
         information, Nominatim has to make an educated guess if an address
     fromarea: bool
     """ If true, then the exact area of the place is known. Without area
         information, Nominatim has to make an educated guess if an address


@@ -123,6 +108,22 @@ class AddressLine:
     distance: float
     """ Distance in degrees between the result place and this address part.
     """
     distance: float
     """ Distance in degrees between the result place and this address part.
     """

+    place_id: Optional[int] = None
+    """ Internal ID of the place.
+    """
+    osm_object: Optional[Tuple[str, int]] = None
+    """ OSM type and ID of the place, if such an object exists.
+    """
+    extratags: Optional[Dict[str, str]] = None
+    """ Any extra information available about the place. This is a dictionary
+        that usually contains OSM tag key-value pairs.
+    """
+
+    admin_level: Optional[int] = None
+    """ The administrative level of a boundary as tagged in the input data.
+        This field is only meaningful for places of the category
+        (boundary, administrative).
+    """

 
     local_name: Optional[str] = None
     """ Place holder for localization of this address part. See
 
     local_name: Optional[str] = None
     """ Place holder for localization of this address part. See


@@ -184,6 +185,9 @@ class BaseResult:
 
     place_id : Optional[int] = None
     osm_object: Optional[Tuple[str, int]] = None
 
     place_id : Optional[int] = None
     osm_object: Optional[Tuple[str, int]] = None

+    parent_place_id: Optional[int] = None
+    linked_place_id: Optional[int] = None
+    admin_level: int = 15

 
     locale_name: Optional[str] = None
     display_name: Optional[str] = None
 
     locale_name: Optional[str] = None
     display_name: Optional[str] = None


@@ -229,7 +233,7 @@ class BaseResult:
             of the value or an artificial value computed from the place's
             search rank.
         """
             of the value or an artificial value computed from the place's
             search rank.
         """

-        return self.importance or (0.7500001 - (self.rank_search/40.0))
+        return self.importance or (0.40001 - (self.rank_search/75.0))

 
 
     def localize(self, locales: Locales) -> None:
 
 
     def localize(self, locales: Locales) -> None:


@@ -251,9 +255,6 @@ class DetailedResult(BaseResult):
     """ A search result with more internal information from the database
         added.
     """
     """ A search result with more internal information from the database
         added.
     """

-    parent_place_id: Optional[int] = None
-    linked_place_id: Optional[int] = None
-    admin_level: int = 15

     indexed_date: Optional[dt.datetime] = None
 
 
     indexed_date: Optional[dt.datetime] = None
 
 


@@ -292,12 +293,6 @@ class SearchResults(List[SearchResult]):
         May be empty when no result was found.
     """
 
         May be empty when no result was found.
     """
 

-    def localize(self, locales: Locales) -> None:
-        """ Apply the given locales to all results.
-        """
-        for result in self:
-            result.localize(locales)
-

 
 def _filter_geometries(row: SaRow) -> Dict[str, str]:
     return {k[9:]: v for k, v in row._mapping.items() # pylint: disable=W0212
 
 def _filter_geometries(row: SaRow) -> Dict[str, str]:
     return {k[9:]: v for k, v in row._mapping.items() # pylint: disable=W0212


@@ -317,6 +312,9 @@ def create_from_placex_row(row: Optional[SaRow],
                       place_id=row.place_id,
                       osm_object=(row.osm_type, row.osm_id),
                       category=(row.class_, row.type),
                       place_id=row.place_id,
                       osm_object=(row.osm_type, row.osm_id),
                       category=(row.class_, row.type),

+                      parent_place_id = row.parent_place_id,
+                      linked_place_id = getattr(row, 'linked_place_id', None),
+                      admin_level = getattr(row, 'admin_level', 15),

                       names=_mingle_name_tags(row.name),
                       address=row.address,
                       extratags=row.extratags,
                       names=_mingle_name_tags(row.name),
                       address=row.address,
                       extratags=row.extratags,


@@ -347,6 +345,7 @@ def create_from_osmline_row(row: Optional[SaRow],
 
     res = class_type(source_table=SourceTable.OSMLINE,
                      place_id=row.place_id,
 
     res = class_type(source_table=SourceTable.OSMLINE,
                      place_id=row.place_id,

+                     parent_place_id = row.parent_place_id,

                      osm_object=('W', row.osm_id),
                      category=('place', 'houses' if hnr is None else 'house'),
                      address=row.address,
                      osm_object=('W', row.osm_id),
                      category=('place', 'houses' if hnr is None else 'house'),
                      address=row.address,


@@ -383,6 +382,7 @@ def create_from_tiger_row(row: Optional[SaRow],
 
     res = class_type(source_table=SourceTable.TIGER,
                      place_id=row.place_id,
 
     res = class_type(source_table=SourceTable.TIGER,
                      place_id=row.place_id,

+                     parent_place_id = row.parent_place_id,

                      osm_object=(osm_type or row.osm_type, osm_id or row.osm_id),
                      category=('place', 'houses' if hnr is None else 'house'),
                      postcode=row.postcode,
                      osm_object=(osm_type or row.osm_type, osm_id or row.osm_id),
                      category=('place', 'houses' if hnr is None else 'house'),
                      postcode=row.postcode,


@@ -411,6 +411,7 @@ def create_from_postcode_row(row: Optional[SaRow],
 
     return class_type(source_table=SourceTable.POSTCODE,
                       place_id=row.place_id,
 
     return class_type(source_table=SourceTable.POSTCODE,
                       place_id=row.place_id,

+                      parent_place_id = row.parent_place_id,

                       category=('place', 'postcode'),
                       names={'ref': row.postcode},
                       rank_search=row.rank_search,
                       category=('place', 'postcode'),
                       names={'ref': row.postcode},
                       rank_search=row.rank_search,


@@ -434,7 +435,8 @@ def create_from_country_row(row: Optional[SaRow],
                       centroid=Point.from_wkb(row.centroid),
                       names=row.name,
                       rank_address=4, rank_search=4,
                       centroid=Point.from_wkb(row.centroid),
                       names=row.name,
                       rank_address=4, rank_search=4,

-                      country_code=row.country_code)
+                      country_code=row.country_code,
+                      geometry=_filter_geometries(row))

 
 
 async def add_result_details(conn: SearchConnection, results: List[BaseResultT],
 
 
 async def add_result_details(conn: SearchConnection, results: List[BaseResultT],


@@ -459,19 +461,24 @@ async def add_result_details(conn: SearchConnection, results: List[BaseResultT],
             log().comment('Query keywords')
             for result in results:
                 await complete_keywords(conn, result)
             log().comment('Query keywords')
             for result in results:
                 await complete_keywords(conn, result)

+        for result in results:
+            result.localize(details.locales)

 
 
 
 

-def _result_row_to_address_row(row: SaRow) -> AddressLine:
-    """ Create a new AddressLine from the results of a datbase query.
+def _result_row_to_address_row(row: SaRow, isaddress: Optional[bool] = None) -> AddressLine:
+    """ Create a new AddressLine from the results of a database query.

     """
     """

-    extratags: Dict[str, str] = getattr(row, 'extratags', {})
-    if hasattr(row, 'place_type') and row.place_type:
-        extratags['place'] = row.place_type
+    extratags: Dict[str, str] = getattr(row, 'extratags', {}) or {}
+    if 'linked_place' in extratags:
+        extratags['place'] = extratags['linked_place']

 
     names = _mingle_name_tags(row.name) or {}
     if getattr(row, 'housenumber', None) is not None:
         names['housenumber'] = row.housenumber
 
 
     names = _mingle_name_tags(row.name) or {}
     if getattr(row, 'housenumber', None) is not None:
         names['housenumber'] = row.housenumber
 

+    if isaddress is None:
+        isaddress = getattr(row, 'isaddress', True)
+

     return AddressLine(place_id=row.place_id,
                        osm_object=None if row.osm_type is None else (row.osm_type, row.osm_id),
                        category=(getattr(row, 'class'), row.type),
     return AddressLine(place_id=row.place_id,
                        osm_object=None if row.osm_type is None else (row.osm_type, row.osm_id),
                        category=(getattr(row, 'class'), row.type),


@@ -479,109 +486,216 @@ def _result_row_to_address_row(row: SaRow) -> AddressLine:
                        extratags=extratags,
                        admin_level=row.admin_level,
                        fromarea=row.fromarea,
                        extratags=extratags,
                        admin_level=row.admin_level,
                        fromarea=row.fromarea,

-                       isaddress=getattr(row, 'isaddress', True),
+                       isaddress=isaddress,

                        rank_address=row.rank_address,
                        distance=row.distance)
 
 
                        rank_address=row.rank_address,
                        distance=row.distance)
 
 

-def _get_housenumber_details(results: List[BaseResultT]) -> Tuple[List[int], List[int]]:
-    places = []
-    hnrs = []
-    for result in results:
-        if result.place_id:
-            housenumber = -1
-            if result.source_table in (SourceTable.TIGER, SourceTable.OSMLINE):
-                if result.housenumber is not None:
-                    housenumber = int(result.housenumber)
-                elif result.extratags is not None and 'startnumber' in result.extratags:
-                    # details requests do not come with a specific house number
-                    housenumber = int(result.extratags['startnumber'])
-            places.append(result.place_id)
-            hnrs.append(housenumber)
-
-    return places, hnrs
+def _get_address_lookup_id(result: BaseResultT) -> int:
+    assert result.place_id
+    if result.source_table != SourceTable.PLACEX or result.rank_search > 27:
+        return result.parent_place_id or result.place_id
+
+    return result.linked_place_id or result.place_id
+
+
+async def _finalize_entry(conn: SearchConnection, result: BaseResultT) -> None:
+    assert result.address_rows is not None
+    if result.category[0] not in ('boundary', 'place')\
+       or result.category[1] not in ('postal_code', 'postcode'):
+        postcode = result.postcode
+        if not postcode and result.address:
+            postcode = result.address.get('postcode')
+        if postcode and ',' not in postcode and ';' not in postcode:
+            result.address_rows.append(AddressLine(
+                category=('place', 'postcode'),
+                names={'ref': postcode},
+                fromarea=False, isaddress=True, rank_address=5,
+                distance=0.0))
+    if result.country_code:
+        async def _get_country_names() -> Optional[Dict[str, str]]:
+            t = conn.t.country_name
+            sql = sa.select(t.c.name, t.c.derived_name)\
+                    .where(t.c.country_code == result.country_code)
+            for cres in await conn.execute(sql):
+                names = cast(Dict[str, str], cres[0])
+                if cres[1]:
+                    names.update(cast(Dict[str, str], cres[1]))
+                return names
+            return None
+
+        country_names = await conn.get_cached_value('COUNTRY_NAME',
+                                                    result.country_code,
+                                                    _get_country_names)
+        if country_names:
+            result.address_rows.append(AddressLine(
+                category=('place', 'country'),
+                names=country_names,
+                fromarea=False, isaddress=True, rank_address=4,
+                distance=0.0))
+        result.address_rows.append(AddressLine(
+            category=('place', 'country_code'),
+            names={'ref': result.country_code}, extratags = {},
+            fromarea=True, isaddress=False, rank_address=4,
+            distance=0.0))
+
+
+def _setup_address_details(result: BaseResultT) -> None:
+    """ Retrieve information about places that make up the address of the result.
+    """
+    result.address_rows = AddressLines()
+    if result.names:
+        result.address_rows.append(AddressLine(
+            place_id=result.place_id,
+            osm_object=result.osm_object,
+            category=result.category,
+            names=result.names,
+            extratags=result.extratags or {},
+            admin_level=result.admin_level,
+            fromarea=True, isaddress=True,
+            rank_address=result.rank_address, distance=0.0))
+    if result.source_table == SourceTable.PLACEX and result.address:
+        housenumber = result.address.get('housenumber')\
+                      or result.address.get('streetnumber')\
+                      or result.address.get('conscriptionnumber')
+    elif result.housenumber:
+        housenumber = result.housenumber
+    else:
+        housenumber = None
+    if housenumber:
+        result.address_rows.append(AddressLine(
+            category=('place', 'house_number'),
+            names={'ref': housenumber},
+            fromarea=True, isaddress=True, rank_address=28, distance=0))
+    if result.address and '_unlisted_place' in result.address:
+        result.address_rows.append(AddressLine(
+            category=('place', 'locality'),
+            names={'name': result.address['_unlisted_place']},
+            fromarea=False, isaddress=True, rank_address=25, distance=0))

 
 
 async def complete_address_details(conn: SearchConnection, results: List[BaseResultT]) -> None:
     """ Retrieve information about places that make up the address of the result.
     """
 
 
 async def complete_address_details(conn: SearchConnection, results: List[BaseResultT]) -> None:
     """ Retrieve information about places that make up the address of the result.
     """

-    places, hnrs = _get_housenumber_details(results)
-
-    if not places:
-        return
+    for result in results:
+        _setup_address_details(result)

 
 

-    def _get_addressdata(place_id: Union[int, SaColumn], hnr: Union[int, SaColumn]) -> Any:
-        return sa.func.get_addressdata(place_id, hnr)\
-                    .table_valued( # type: ignore[no-untyped-call]
-                        sa.column('place_id', type_=sa.Integer),
-                        'osm_type',
-                        sa.column('osm_id', type_=sa.BigInteger),
-                        sa.column('name', type_=conn.t.types.Composite),
-                        'class', 'type', 'place_type',
-                        sa.column('admin_level', type_=sa.Integer),
-                        sa.column('fromarea', type_=sa.Boolean),
-                        sa.column('isaddress', type_=sa.Boolean),
-                        sa.column('rank_address', type_=sa.SmallInteger),
-                        sa.column('distance', type_=sa.Float),
-                        joins_implicitly=True)
-
-
-    if len(places) == 1:
-        # Optimized case for exactly one result (reverse)
-        sql = sa.select(_get_addressdata(places[0], hnrs[0]))\
-                .order_by(sa.column('rank_address').desc(),
-                          sa.column('isaddress').desc())
-
-        alines = AddressLines()
-        for row in await conn.execute(sql):
-            alines.append(_result_row_to_address_row(row))
+    ### Lookup entries from place_address line

 
 

-        for result in results:
-            if result.place_id == places[0]:
-                result.address_rows = alines
-                return
+    lookup_ids = [{'pid': r.place_id,
+                   'lid': _get_address_lookup_id(r),
+                   'names': list(r.address.values()) if r.address else [],
+                   'c': ('SRID=4326;' + r.centroid.to_wkt()) if r.centroid else '' }
+                  for r in results if r.place_id]

 
 

+    if not lookup_ids:
+        return

 
 

-    darray = sa.func.unnest(conn.t.types.to_array(places), conn.t.types.to_array(hnrs))\
-                    .table_valued( # type: ignore[no-untyped-call]
-                       sa.column('place_id', type_= sa.Integer),
-                       sa.column('housenumber', type_= sa.Integer)
-                    ).render_derived()
+    ltab = sa.func.JsonArrayEach(sa.type_coerce(lookup_ids, sa.JSON))\
+             .table_valued(sa.column('value', type_=sa.JSON))

 
 

-    sfn = _get_addressdata(darray.c.place_id, darray.c.housenumber)
+    t = conn.t.placex
+    taddr = conn.t.addressline
+
+    sql = sa.select(ltab.c.value['pid'].as_integer().label('src_place_id'),
+                    t.c.place_id, t.c.osm_type, t.c.osm_id, t.c.name,
+                    t.c.class_, t.c.type, t.c.extratags,
+                    t.c.admin_level, taddr.c.fromarea,
+                    sa.case((t.c.rank_address == 11, 5),
+                            else_=t.c.rank_address).label('rank_address'),
+                    taddr.c.distance, t.c.country_code, t.c.postcode)\
+            .join(taddr, sa.or_(taddr.c.place_id == ltab.c.value['pid'].as_integer(),
+                                taddr.c.place_id == ltab.c.value['lid'].as_integer()))\
+            .join(t, taddr.c.address_place_id == t.c.place_id)\
+            .order_by('src_place_id')\
+            .order_by(sa.column('rank_address').desc())\
+            .order_by((taddr.c.place_id == ltab.c.value['pid'].as_integer()).desc())\
+            .order_by(sa.case((sa.func.CrosscheckNames(t.c.name, ltab.c.value['names']), 2),
+                              (taddr.c.isaddress, 0),
+                              (sa.and_(taddr.c.fromarea,
+                                       t.c.geometry.ST_Contains(
+                                           sa.func.ST_GeomFromEWKT(
+                                               ltab.c.value['c'].as_string()))), 1),
+                              else_=-1).desc())\
+            .order_by(taddr.c.fromarea.desc())\
+            .order_by(taddr.c.distance.desc())\
+            .order_by(t.c.rank_search.desc())

 
 

-    sql = sa.select(darray.c.place_id.label('result_place_id'), sfn)\
-            .order_by(darray.c.place_id,
-                      sa.column('rank_address').desc(),
-                      sa.column('isaddress').desc())

 
     current_result = None
 
     current_result = None

+    current_rank_address = -1

     for row in await conn.execute(sql):
     for row in await conn.execute(sql):

-        if current_result is None or row.result_place_id != current_result.place_id:
-            for result in results:
-                if result.place_id == row.result_place_id:
-                    current_result = result
-                    break
+        if current_result is None or row.src_place_id != current_result.place_id:
+            current_result = next((r for r in results if r.place_id == row.src_place_id), None)
+            assert current_result is not None
+            current_rank_address = -1
+
+        location_isaddress = row.rank_address != current_rank_address
+
+        if current_result.country_code is None and row.country_code:
+            current_result.country_code = row.country_code
+
+        if row.type in ('postcode', 'postal_code') and location_isaddress:
+            if not row.fromarea or \
+               (current_result.address and 'postcode' in current_result.address):
+                location_isaddress = False

             else:
             else:

-                assert False
-            current_result.address_rows = AddressLines()
-        current_result.address_rows.append(_result_row_to_address_row(row))
+                current_result.postcode = None
+
+        assert current_result.address_rows is not None
+        current_result.address_rows.append(_result_row_to_address_row(row, location_isaddress))
+        current_rank_address = row.rank_address
+
+    for result in results:
+        await _finalize_entry(conn, result)
+
+
+    ### Finally add the record for the parent entry where necessary.
+
+    parent_lookup_ids = list(filter(lambda e: e['pid'] != e['lid'], lookup_ids))
+    if parent_lookup_ids:
+        ltab = sa.func.JsonArrayEach(sa.type_coerce(parent_lookup_ids, sa.JSON))\
+                 .table_valued(sa.column('value', type_=sa.JSON))
+        sql = sa.select(ltab.c.value['pid'].as_integer().label('src_place_id'),
+                        t.c.place_id, t.c.osm_type, t.c.osm_id, t.c.name,
+                        t.c.class_, t.c.type, t.c.extratags,
+                        t.c.admin_level,
+                        t.c.rank_address)\
+                 .where(t.c.place_id == ltab.c.value['lid'].as_integer())
+
+        for row in await conn.execute(sql):
+            current_result = next((r for r in results if r.place_id == row.src_place_id), None)
+            assert current_result is not None
+            assert current_result.address_rows is not None
+
+            current_result.address_rows.append(AddressLine(
+                    place_id=row.place_id,
+                    osm_object=(row.osm_type, row.osm_id),
+                    category=(row.class_, row.type),
+                    names=row.name, extratags=row.extratags or {},
+                    admin_level=row.admin_level,
+                    fromarea=True, isaddress=True,
+                    rank_address=row.rank_address, distance=0.0))
+
+    ### Now sort everything
+    def mk_sort_key(place_id: Optional[int]) -> Callable[[AddressLine], Tuple[bool, int, bool]]:
+        return lambda a: (a.place_id != place_id, -a.rank_address, a.isaddress)
+
+    for result in results:
+        assert result.address_rows is not None
+        result.address_rows.sort(key=mk_sort_key(result.place_id))

 
 
 
 

-# pylint: disable=consider-using-f-string

 def _placex_select_address_row(conn: SearchConnection,
                                centroid: Point) -> SaSelect:
     t = conn.t.placex
     return sa.select(t.c.place_id, t.c.osm_type, t.c.osm_id, t.c.name,
                      t.c.class_.label('class'), t.c.type,
                      t.c.admin_level, t.c.housenumber,
 def _placex_select_address_row(conn: SearchConnection,
                                centroid: Point) -> SaSelect:
     t = conn.t.placex
     return sa.select(t.c.place_id, t.c.osm_type, t.c.osm_id, t.c.name,
                      t.c.class_.label('class'), t.c.type,
                      t.c.admin_level, t.c.housenumber,

-                     sa.literal_column("""ST_GeometryType(geometry) in
-                                        ('ST_Polygon','ST_MultiPolygon')""").label('fromarea'),
+                     t.c.geometry.is_area().label('fromarea'),

                      t.c.rank_address,
                      t.c.rank_address,

-                     sa.literal_column(
-                         """ST_DistanceSpheroid(geometry, 'SRID=4326;POINT(%f %f)'::geometry,
-                              'SPHEROID["WGS 84",6378137,298.257223563, AUTHORITY["EPSG","7030"]]')
-                         """ % centroid).label('distance'))
+                     t.c.geometry.distance_spheroid(
+                       sa.bindparam('centroid', value=centroid, type_=Geometry)).label('distance'))

 
 
 async def complete_linked_places(conn: SearchConnection, result: BaseResult) -> None:
 
 
 async def complete_linked_places(conn: SearchConnection, result: BaseResult) -> None:


@@ -615,10 +729,10 @@ async def complete_keywords(conn: SearchConnection, result: BaseResult) -> None:
     sel = sa.select(t.c.word_id, t.c.word_token, t.c.word)
 
     for name_tokens, address_tokens in await conn.execute(sql):
     sel = sa.select(t.c.word_id, t.c.word_token, t.c.word)
 
     for name_tokens, address_tokens in await conn.execute(sql):

-        for row in await conn.execute(sel.where(t.c.word_id == sa.any_(name_tokens))):
+        for row in await conn.execute(sel.where(t.c.word_id.in_(name_tokens))):

             result.name_keywords.append(WordInfo(*row))
 
             result.name_keywords.append(WordInfo(*row))
 

-        for row in await conn.execute(sel.where(t.c.word_id == sa.any_(address_tokens))):
+        for row in await conn.execute(sel.where(t.c.word_id.in_(address_tokens))):

             result.address_keywords.append(WordInfo(*row))
 
 
             result.address_keywords.append(WordInfo(*row))