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https://github.com/osm-search/Nominatim.git
synced 2026-03-11 05:14:07 +00:00
selected lambdas for search
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@@ -7,14 +7,14 @@
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"""
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Implementation of the acutal database accesses for forward search.
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"""
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from typing import List, Tuple, AsyncIterator, Dict, Any
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from typing import List, Tuple, AsyncIterator, Dict, Any, Callable
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import abc
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import sqlalchemy as sa
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from sqlalchemy.dialects.postgresql import ARRAY, array_agg
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from nominatim.typing import SaFromClause, SaScalarSelect, SaColumn, \
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SaExpression, SaSelect, SaRow, SaBind
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SaExpression, SaSelect, SaLambdaSelect, SaRow, SaBind
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from nominatim.api.connection import SearchConnection
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from nominatim.api.types import SearchDetails, DataLayer, GeometryFormat, Bbox
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import nominatim.api.results as nres
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@@ -46,9 +46,14 @@ VIEWBOX_PARAM: SaBind = sa.bindparam('viewbox', type_=Geometry)
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VIEWBOX2_PARAM: SaBind = sa.bindparam('viewbox2', type_=Geometry)
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NEAR_PARAM: SaBind = sa.bindparam('near', type_=Geometry)
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NEAR_RADIUS_PARAM: SaBind = sa.bindparam('near_radius')
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EXCLUDED_PARAM: SaBind = sa.bindparam('excluded')
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COUNTRIES_PARAM: SaBind = sa.bindparam('countries')
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def _within_near(t: SaFromClause) -> Callable[[], SaExpression]:
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return lambda: t.c.geometry.ST_DWithin(NEAR_PARAM, NEAR_RADIUS_PARAM)
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def _exclude_places(t: SaFromClause) -> Callable[[], SaExpression]:
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return lambda: t.c.place_id.not_in(sa.bindparam('excluded'))
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def _select_placex(t: SaFromClause) -> SaSelect:
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return sa.select(t.c.place_id, t.c.osm_type, t.c.osm_id, t.c.name,
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t.c.class_, t.c.type,
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@@ -60,10 +65,7 @@ def _select_placex(t: SaFromClause) -> SaSelect:
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t.c.geometry.ST_Expand(0).label('bbox'))
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def _add_geometry_columns(sql: SaSelect, col: SaColumn, details: SearchDetails) -> SaSelect:
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if not details.geometry_output:
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return sql
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def _add_geometry_columns(sql: SaLambdaSelect, col: SaColumn, details: SearchDetails) -> SaSelect:
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out = []
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if details.geometry_simplification > 0.0:
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@@ -96,7 +98,7 @@ def _make_interpolation_subquery(table: SaFromClause, inner: SaFromClause,
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for n in numerals)))
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if details.excluded:
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sql = sql.where(table.c.place_id.not_in(EXCLUDED_PARAM))
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sql = sql.where(_exclude_places(table))
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return sql.scalar_subquery()
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@@ -150,7 +152,8 @@ async def _get_placex_housenumbers(conn: SearchConnection,
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t = conn.t.placex
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sql = _select_placex(t).where(t.c.place_id.in_(place_ids))
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sql = _add_geometry_columns(sql, t.c.geometry, details)
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if details.geometry_output:
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sql = _add_geometry_columns(sql, t.c.geometry, details)
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for row in await conn.execute(sql):
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result = nres.create_from_placex_row(row, nres.SearchResult)
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@@ -294,7 +297,7 @@ class NearSearch(AbstractSearch):
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if details.countries:
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sql = sql.where(t.c.country_code.in_(COUNTRIES_PARAM))
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if details.excluded:
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sql = sql.where(t.c.place_id.not_in(EXCLUDED_PARAM))
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sql = sql.where(_exclude_places(t))
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if details.layers is not None:
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sql = sql.where(_filter_by_layer(t, details.layers))
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@@ -328,10 +331,22 @@ class PoiSearch(AbstractSearch):
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if details.near and details.near_radius is not None and details.near_radius < 0.2:
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# simply search in placex table
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sql = _select_placex(t) \
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.where(t.c.linked_place_id == None) \
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.where(t.c.geometry.ST_DWithin(NEAR_PARAM, NEAR_RADIUS_PARAM)) \
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.order_by(t.c.centroid.ST_Distance(NEAR_PARAM))
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def _base_query() -> SaSelect:
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return _select_placex(t) \
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.where(t.c.linked_place_id == None) \
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.where(t.c.geometry.ST_DWithin(NEAR_PARAM, NEAR_RADIUS_PARAM)) \
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.order_by(t.c.centroid.ST_Distance(NEAR_PARAM)) \
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.limit(LIMIT_PARAM)
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classtype = self.categories.values
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if len(classtype) == 1:
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cclass, ctype = classtype[0]
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sql: SaLambdaSelect = sa.lambda_stmt(lambda: _base_query()
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.where(t.c.class_ == cclass)
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.where(t.c.type == ctype))
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else:
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sql = _base_query().where(sa.or_(*(sa.and_(t.c.class_ == cls, t.c.type == typ)
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for cls, typ in classtype)))
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if self.countries:
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sql = sql.where(t.c.country_code.in_(self.countries.values))
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@@ -339,15 +354,6 @@ class PoiSearch(AbstractSearch):
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if details.viewbox is not None and details.bounded_viewbox:
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sql = sql.where(t.c.geometry.intersects(VIEWBOX_PARAM))
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classtype = self.categories.values
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if len(classtype) == 1:
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sql = sql.where(t.c.class_ == classtype[0][0]) \
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.where(t.c.type == classtype[0][1])
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else:
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sql = sql.where(sa.or_(*(sa.and_(t.c.class_ == cls, t.c.type == typ)
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for cls, typ in classtype)))
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sql = sql.limit(LIMIT_PARAM)
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rows.extend(await conn.execute(sql, bind_params))
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else:
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# use the class type tables
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@@ -398,20 +404,22 @@ class CountrySearch(AbstractSearch):
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"""
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t = conn.t.placex
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sql = _select_placex(t)\
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.where(t.c.country_code.in_(self.countries.values))\
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.where(t.c.rank_address == 4)
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ccodes = self.countries.values
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sql: SaLambdaSelect = sa.lambda_stmt(lambda: _select_placex(t)\
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.where(t.c.country_code.in_(ccodes))\
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.where(t.c.rank_address == 4))
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sql = _add_geometry_columns(sql, t.c.geometry, details)
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if details.geometry_output:
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sql = _add_geometry_columns(sql, t.c.geometry, details)
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if details.excluded:
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sql = sql.where(t.c.place_id.not_in(EXCLUDED_PARAM))
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sql = sql.where(_exclude_places(t))
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if details.viewbox is not None and details.bounded_viewbox:
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sql = sql.where(t.c.geometry.intersects(VIEWBOX_PARAM))
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sql = sql.where(lambda: t.c.geometry.intersects(VIEWBOX_PARAM))
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if details.near is not None and details.near_radius is not None:
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sql = sql.where(t.c.geometry.ST_DWithin(NEAR_PARAM, NEAR_RADIUS_PARAM))
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sql = sql.where(_within_near(t))
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results = nres.SearchResults()
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for row in await conn.execute(sql, _details_to_bind_params(details)):
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@@ -445,7 +453,7 @@ class CountrySearch(AbstractSearch):
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if details.viewbox is not None and details.bounded_viewbox:
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sql = sql.where(tgrid.c.geometry.intersects(VIEWBOX_PARAM))
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if details.near is not None and details.near_radius is not None:
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sql = sql.where(tgrid.c.geometry.ST_DWithin(NEAR_PARAM, NEAR_RADIUS_PARAM))
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sql = sql.where(_within_near(tgrid))
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sub = sql.subquery('grid')
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@@ -484,14 +492,17 @@ class PostcodeSearch(AbstractSearch):
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""" Find results for the search in the database.
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"""
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t = conn.t.postcode
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pcs = self.postcodes.values
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sql = sa.select(t.c.place_id, t.c.parent_place_id,
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sql: SaLambdaSelect = sa.lambda_stmt(lambda:
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sa.select(t.c.place_id, t.c.parent_place_id,
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t.c.rank_search, t.c.rank_address,
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t.c.postcode, t.c.country_code,
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t.c.geometry.label('centroid'))\
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.where(t.c.postcode.in_(self.postcodes.values))
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t.c.geometry.label('centroid'))
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.where(t.c.postcode.in_(pcs)))
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sql = _add_geometry_columns(sql, t.c.geometry, details)
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if details.geometry_output:
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sql = _add_geometry_columns(sql, t.c.geometry, details)
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penalty: SaExpression = sa.literal(self.penalty)
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@@ -505,14 +516,14 @@ class PostcodeSearch(AbstractSearch):
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if details.near is not None:
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if details.near_radius is not None:
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sql = sql.where(t.c.geometry.ST_DWithin(NEAR_PARAM, NEAR_RADIUS_PARAM))
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sql = sql.where(_within_near(t))
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sql = sql.order_by(t.c.geometry.ST_Distance(NEAR_PARAM))
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if self.countries:
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sql = sql.where(t.c.country_code.in_(self.countries.values))
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if details.excluded:
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sql = sql.where(t.c.place_id.not_in(EXCLUDED_PARAM))
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sql = sql.where(_exclude_places(t))
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if self.lookups:
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assert len(self.lookups) == 1
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@@ -562,21 +573,23 @@ class PlaceSearch(AbstractSearch):
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details: SearchDetails) -> nres.SearchResults:
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""" Find results for the search in the database.
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"""
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t = conn.t.placex.alias('p')
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tsearch = conn.t.search_name.alias('s')
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t = conn.t.placex
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tsearch = conn.t.search_name
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sql = sa.select(t.c.place_id, t.c.osm_type, t.c.osm_id, t.c.name,
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t.c.class_, t.c.type,
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t.c.address, t.c.extratags,
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t.c.housenumber, t.c.postcode, t.c.country_code,
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t.c.wikipedia,
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t.c.parent_place_id, t.c.rank_address, t.c.rank_search,
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t.c.centroid,
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t.c.geometry.ST_Expand(0).label('bbox'))\
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.where(t.c.place_id == tsearch.c.place_id)
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sql: SaLambdaSelect = sa.lambda_stmt(lambda:
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sa.select(t.c.place_id, t.c.osm_type, t.c.osm_id, t.c.name,
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t.c.class_, t.c.type,
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t.c.address, t.c.extratags,
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t.c.housenumber, t.c.postcode, t.c.country_code,
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t.c.wikipedia,
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t.c.parent_place_id, t.c.rank_address, t.c.rank_search,
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t.c.centroid,
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t.c.geometry.ST_Expand(0).label('bbox'))
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.where(t.c.place_id == tsearch.c.place_id))
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sql = _add_geometry_columns(sql, t.c.geometry, details)
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if details.geometry_output:
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sql = _add_geometry_columns(sql, t.c.geometry, details)
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penalty: SaExpression = sa.literal(self.penalty)
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for ranking in self.rankings:
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@@ -592,18 +605,19 @@ class PlaceSearch(AbstractSearch):
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# if a postcode is given, don't search for state or country level objects
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sql = sql.where(tsearch.c.address_rank > 9)
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tpc = conn.t.postcode
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pcs = self.postcodes.values
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if self.expected_count > 1000:
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# Many results expected. Restrict by postcode.
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sql = sql.where(sa.select(tpc.c.postcode)
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.where(tpc.c.postcode.in_(self.postcodes.values))
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sql = sql.where(lambda: sa.select(tpc.c.postcode)
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.where(tpc.c.postcode.in_(pcs))
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.where(tsearch.c.centroid.ST_DWithin(tpc.c.geometry, 0.12))
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.exists())
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# Less results, only have a preference for close postcodes
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pc_near = sa.select(sa.func.min(tpc.c.geometry.ST_Distance(tsearch.c.centroid)))\
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.where(tpc.c.postcode.in_(self.postcodes.values))\
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.where(tpc.c.postcode.in_(pcs))\
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.scalar_subquery()
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penalty += sa.case((t.c.postcode.in_(self.postcodes.values), 0.0),
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penalty += sa.case((t.c.postcode.in_(pcs), 0.0),
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else_=sa.func.coalesce(pc_near, 2.0))
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if details.viewbox is not None:
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@@ -633,7 +647,7 @@ class PlaceSearch(AbstractSearch):
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hnr_regexp = f"\\m({'|'.join(self.housenumbers.values)})\\M"
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sql = sql.where(tsearch.c.address_rank.between(16, 30))\
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.where(sa.or_(tsearch.c.address_rank < 30,
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t.c.housenumber.op('~*')(hnr_regexp)))
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t.c.housenumber.op('~*')(hnr_regexp)))
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# Cross check for housenumbers, need to do that on a rather large
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# set. Worst case there are 40.000 main streets in OSM.
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@@ -649,13 +663,13 @@ class PlaceSearch(AbstractSearch):
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.where(thnr.c.indexed_status == 0)
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if details.excluded:
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place_sql = place_sql.where(thnr.c.place_id.not_in(EXCLUDED_PARAM))
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place_sql = place_sql.where(_exclude_places(thnr))
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if self.qualifiers:
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place_sql = place_sql.where(self.qualifiers.sql_restrict(thnr))
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numerals = [int(n) for n in self.housenumbers.values if n.isdigit()]
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interpol_sql: SaExpression
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tiger_sql: SaExpression
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interpol_sql: SaColumn
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tiger_sql: SaColumn
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if numerals and \
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(not self.qualifiers or ('place', 'house') in self.qualifiers.values):
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# Housenumbers from interpolations
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@@ -667,8 +681,8 @@ class PlaceSearch(AbstractSearch):
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numerals, details)
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), else_=None)
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else:
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interpol_sql = sa.literal_column('NULL')
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tiger_sql = sa.literal_column('NULL')
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interpol_sql = sa.null()
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tiger_sql = sa.null()
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unsort = sa.select(inner, place_sql.scalar_subquery().label('placex_hnr'),
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interpol_sql.label('interpol_hnr'),
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@@ -685,7 +699,7 @@ class PlaceSearch(AbstractSearch):
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if self.qualifiers:
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sql = sql.where(self.qualifiers.sql_restrict(t))
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if details.excluded:
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sql = sql.where(tsearch.c.place_id.not_in(EXCLUDED_PARAM))
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sql = sql.where(_exclude_places(tsearch))
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if details.min_rank > 0:
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sql = sql.where(sa.or_(tsearch.c.address_rank >= MIN_RANK_PARAM,
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tsearch.c.search_rank >= MIN_RANK_PARAM))
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