Files
libpostal/scripts/geodata/osm/extract.py

161 lines
4.8 KiB
Python

'''
geodata.osm.extract
-------------------
Extracts nodes/ways/relations, their metadata and dependencies
from .osm XML files.
'''
import os
import re
import sys
import urllib
import ujson as json
import HTMLParser
from collections import OrderedDict
from lxml import etree
this_dir = os.path.realpath(os.path.dirname(__file__))
sys.path.append(os.path.realpath(os.path.join(os.pardir, os.pardir)))
from geodata.address_formatting.formatter import AddressFormatter
from geodata.csv_utils import unicode_csv_reader
OSM_BOUNDARIES_DIR = os.path.join(this_dir, os.pardir, os.pardir, os.pardir,
'resources', 'boundaries', 'osm')
from geodata.encoding import safe_decode
WAY_OFFSET = 10 ** 15
RELATION_OFFSET = 2 * 10 ** 15
ALL_OSM_TAGS = set(['node', 'way', 'relation'])
WAYS_RELATIONS = set(['way', 'relation'])
OSM_NAME_TAGS = (
'name',
'alt_name',
'int_name',
'nat_name',
'reg_name',
'loc_name',
'official_name',
'commonname',
'common_name',
'place_name',
'short_name',
)
def parse_osm(filename, allowed_types=ALL_OSM_TAGS, dependencies=False):
'''
Parse a file in .osm format iteratively, generating tuples like:
('node:1', OrderedDict([('lat', '12.34'), ('lon', '23.45')])),
('node:2', OrderedDict([('lat', '12.34'), ('lon', '23.45')])),
('node:3', OrderedDict([('lat', '12.34'), ('lon', '23.45')])),
('node:4', OrderedDict([('lat', '12.34'), ('lon', '23.45')])),
('way:4444', OrderedDict([('name', 'Main Street')]), [1,2,3,4])
'''
f = open(filename)
parser = etree.iterparse(f)
single_type = len(allowed_types) == 1
for (_, elem) in parser:
elem_id = long(elem.attrib.pop('id', 0))
item_type = elem.tag
if elem_id >= WAY_OFFSET and elem_id < RELATION_OFFSET:
elem_id -= WAY_OFFSET
item_type = 'way'
elif elem_id >= RELATION_OFFSET:
elem_id -= RELATION_OFFSET
item_type = 'relation'
if item_type in allowed_types:
attrs = OrderedDict(elem.attrib)
deps = [] if dependencies else None
for e in elem.getchildren():
if e.tag == 'tag':
attrs[e.attrib['k']] = e.attrib['v']
elif dependencies and item_type == 'way' and e.tag == 'nd':
deps.append(long(e.attrib['ref']))
elif dependencies and item_type == 'relation' and e.tag == 'member' and \
e.attrib.get('type') in ('way', 'relation') and \
e.attrib.get('role') in ('inner', 'outer'):
deps.append((long(e.attrib['ref']), e.attrib.get('role')))
key = elem_id if single_type else '{}:{}'.format(item_type, elem_id)
yield key, attrs, deps
if elem.tag in ALL_OSM_TAGS:
elem.clear()
while elem.getprevious() is not None:
del elem.getparent()[0]
apposition_regex = re.compile('(.*[^\s])[\s]*\([\s]*(.*[^\s])[\s]*\)$', re.I)
html_parser = HTMLParser.HTMLParser()
def normalize_wikipedia_title(title):
match = apposition_regex.match(title)
if match:
title = match.group(1)
title = safe_decode(title)
title = html_parser.unescape(title)
title = urllib.unquote_plus(title)
return title.replace(u'_', u' ').strip()
def osm_wikipedia_title_and_language(key, value):
language = None
if u':' in key:
key, language = key.rsplit(u':', 1)
if u':' in value:
possible_language = value.split(u':', 1)[0]
if len(possible_language) == 2 and language is None:
language = possible_language
value = value.rsplit(u':', 1)[-1]
return normalize_wikipedia_title(value), language
class OSMAddressComponents(object):
ADMIN_LEVEL = 'admin_level'
global_keys = {
'place': {
'city': AddressFormatter.CITY,
'suburb': AddressFormatter.SUBURB
}
}
def __init__(self):
self.config = {}
def configure(self, d=OSM_BOUNDARIES_DIR):
for filename in os.listdir(d):
if not filename.endswith('.json'):
continue
country_code = filename.rsplit('.json', 1)[0]
data = json.load(open(os.path.join(d, filename)))
for prop, values in data.iteritems():
for k, v in values.iteritems():
if v not in AddressFormatter.address_formatter_fields:
raise ValueError(u'Invalid value in {} for prop={}, key={}: {}'.format(filename, prop, k, v))
self.config[country_code] = data
self.config[None] = self.global_keys
def get_component(self, country, prop, value):
return self.config.get(country, {}).get(prop, {}).get(value, None)
osm_address_components = OSMAddressComponents()