[places] adding generic place index for reverse geocoding to points
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@@ -11,78 +11,19 @@ from geodata.address_expansions.abbreviations import abbreviate
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from geodata.coordinates.conversion import latlon_to_decimal
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from geodata.math.floats import isclose
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from geodata.osm.extract import parse_osm
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from geodata.points.index import PointIndex
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from geodata.places.reverse_geocode import PlaceReverseGeocoder
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from geodata.encoding import safe_decode
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class MetroStationReverseGeocoder(PointIndex):
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include_property_patterns = set([
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'name',
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'name:*',
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class MetroStationReverseGeocoder(PlaceReverseGeocoder):
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GEOHASH_PRECISION = 7
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include_property_patterns = PlaceReverseGeocoder.include_property_patterns | set([
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'operator',
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'network',
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'station',
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'int_name',
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'official_name',
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'official_name:*',
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'alt_name',
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'alt_name:*',
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'short_name',
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'short_name:*',
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'place',
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'description',
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'wikipedia',
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'wikipedia:*',
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])
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def nearest_metro(self, lat, lon, n=1):
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nearest = self.nearest_point(lat, lon)
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if not nearest:
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return None
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@classmethod
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def create_from_osm_file(cls, filename, output_dir, precision=PointIndex.GEOHASH_PRECISION):
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'''
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Given an OSM file (planet or some other bounds) containing relations
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and their dependencies, create an R-tree index for coarse-grained
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reverse geocoding.
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Note: the input file is expected to have been created using
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osmfilter. Use fetch_osm_address_data.sh for planet or copy the
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admin borders commands if using other bounds.
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'''
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index = cls(save_dir=output_dir, precision=precision)
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i = 0
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for element_id, props, deps in parse_osm(filename):
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props = {safe_decode(k): safe_decode(v) for k, v in six.iteritems(props)}
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node_id = long(element_id.split(':')[-1])
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lat = props.get('lat')
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lon = props.get('lon')
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if lat is None or lon is None:
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continue
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lat, lon = latlon_to_decimal(lat, lon)
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if lat is None or lon is None:
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continue
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if isclose(lon, 180.0):
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lon = 179.999
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props = {k: v for k, v in six.iteritems(props)
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if k in ('id', 'type') or k in cls.include_property_patterns or (six.u(':') in k and
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six.u('{}:*').format(k.split(six.u(':'), 1)[0]) in cls.include_property_patterns)}
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props['type'] = 'node'
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props['id'] = node_id
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index.add_point(lat, lon, props)
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if i % 1000 == 0 and i > 0:
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print('did {} points'.format(i))
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i += 1
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return index
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if __name__ == '__main__':
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# Handle argument parsing here
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@@ -93,7 +34,7 @@ if __name__ == '__main__':
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parser.add_argument('-p', '--precision',
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type=int,
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default=PointIndex.GEOHASH_PRECISION,
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default=MetroStationReverseGeocoder.GEOHASH_PRECISION,
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help='Geohash precision')
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parser.add_argument('-o', '--out-dir',
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