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libpostal/scripts/geodata/osm/extract.py

64 lines
2.1 KiB
Python

'''
geodata.osm.extract
-------------------
Extracts nodes/ways/relations, their metadata and dependencies
from .osm XML files.
'''
from collections import OrderedDict
from lxml import etree
WAY_OFFSET = 10 ** 15
RELATION_OFFSET = 2 * 10 ** 15
ALL_OSM_TAGS = set(['node', 'way', 'relation'])
WAYS_RELATIONS = set(['way', 'relation'])
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'):
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]