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virtualenv +virtualenv --system-site-packages -p `which python3` --seeder=pip venv +source venv/bin/activate +if [ -e requirements.txt ]; then pip3 install -r requirements.txt --upgrade-strategy=eager; fi \ No newline at end of file diff --git a/backend/osm-response-latest.geojson b/backend/osm-response-latest.geojson new file mode 100644 index 0000000..0072369 --- /dev/null +++ b/backend/osm-response-latest.geojson @@ -0,0 +1,5333 @@ +{ + "type": "FeatureCollection", + "features": [ + { + "type": "Feature", + "properties": { + "type": "node", + "id": 560636265, + "tags": { + "amenity": "cafe", + "brand": "Starbucks", + "brand:wikidata": "Q37158", + "brand:wikipedia": "en:Starbucks", + "cuisine": "coffee_shop", + "name": "Starbucks", + "official_name": "Starbucks Coffee", + "takeaway": "yes" + } + }, + "geometry": { + "type": "Point", + "coordinates": [ + -74.0141339, + 40.7032771 + ] + } + }, + { + "type": "Feature", + "properties": { + "type": "node", + "id": 870317225, + "tags": { + 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"website=https://www.starbucks.com/store-locator/store/1019664/61st-west-end-ave-21-west-end-ave-new-york-ny-100237839-us": [ + "node/7591060173" + ], + "addr:housenumber=304": [ + "node/7678152117" + ], + "addr:street=Park Avenue South": [ + "node/7678152117" + ], + "phone=+1-212-475-9025": [ + "node/7678152117" + ], + "website=https://www.starbucks.com/store-locator/store/17645/23rd-park-304-park-avenue-south-new-york-ny-100104301-us": [ + "node/7678152117" + ], + "addr:city=Brooklyn": [ + "node/8105873283", + "way/280137527" + ], + "addr:housenumber=154": [ + "node/8105873283" + ], + "addr:postcode=11211": [ + "node/8105873283" + ], + "addr:street=North 7th Street": [ + "node/8105873283" + ], + "opening_hours=Mo-Su 07:00-19:00": [ + "node/8105873283" + ], + "phone=+17183840152": [ + "node/8105873283" + ], + "opening_hours=Mo-Fr 05:00-19:30; Sa,Su 05:30-19:00": [ + "node/8238256286" + ], + "addr:housenumber=157": [ + "node/8622598771" + ], + "addr:street=Lafayette": [ + 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"node/8890918163" + ], + "payment:telephone_cards=no": [ + "node/8890918163" + ], + "addr:housenumber=31-01": [ + "node/8942090280" + ], + "addr:postcode=11106": [ + "node/8942090280" + ], + "opening_hours=Mo-Fr 05:30-20:00; Sa-Su 06:00-19:30": [ + "node/9806919511" + ], + "building=yes": [ + "way/266879142", + "way/280137527" + ], + "height=63.7": [ + "way/266879142" + ], + "nycdoitt:bin=1042464": [ + "way/266879142" + ], + "addr:housenumber=910": [ + "way/280137527" + ], + "addr:street=Manhattan Avenue": [ + "way/280137527" + ], + "height=8.4": [ + "way/280137527" + ], + "nycdoitt:bin=3400032": [ + "way/280137527" + ], + "opening_hours=Mo-Th 06:00-22:30; Fr 06:00-23:00; Sa 06:30-23:00; Su 07:00-22:30": [ + "way/280137527" + ], + "indoor=room": [ + "way/632686089" + ] + } +} \ No newline at end of file diff --git a/backend/osm_processor.py b/backend/osm_processor.py new file mode 100644 index 0000000..9a97e52 --- /dev/null +++ b/backend/osm_processor.py @@ -0,0 +1,188 @@ +# OSM Query Processor +from OSMPythonTools.overpass import Overpass, overpassQueryBuilder +from OSMPythonTools.nominatim import Nominatim +from OSMPythonTools.api import Api +from OSMPythonTools.data import Data, dictRangeYears, ALL +from collections import OrderedDict, defaultdict +import re, pprint, time +import osm2geojson +import geojson +import geopandas as gpd +from cachetools import LRUCache, cachedmethod +from xmljson import badgerfish as bf +from xml.etree.ElementTree import fromstring +import xml.etree.ElementTree as ET + +cachesize = 1000 + + +class OSMService: + _cache = LRUCache(maxsize=cachesize) + _geometry = None + _overpass_query = None + _overpass_json = None + + def __init__(self): + pass + + @cachedmethod(lambda self: self._cache) + def osmByIdSummary(self, type, id): + tags = {} + properties = {} + api = Api() + node = api.query('%s/%s' % (str(type), str(id))) # 'way/270883815' + root = ET.fromstring(node.toXML()) + # print(node.toXML()) + root_way = root.find("way") + root_node = root.find("node") + root_relation = root.find("relation") + if root_way: properties = root_way.attrib + if root_node: properties = root_node.attrib + if root_relation: properties = root_relation.attrib + for elem in root.findall('.//way/tag'): + tags[elem.get('k')] = elem.get('v') + for elem in root.findall('.//node/tag'): + tags[elem.get('k')] = elem.get('v') + for elem in root.findall('.//relation/tag'): + tags[elem.get('k')] = elem.get('v') + return dict(tags=tags, properties=properties) + + @cachedmethod(lambda self: self._cache) + def execute(self, query, timeFilter=None): + # NOTE: Remove [out:json][timeout:25]; from query + # NOTE: Should we try/retry a few times based on cache or timeouts on big queries + self._geometry = "" + self._overpass_query = Overpass().query(query, + shallow=False, + timeout=100) + self._overpass_json = self._overpass_query.toJSON() + # json2shapes = osm2geojson.json2shapes(result.toJSON()) + return self + + def geojson(self): + return osm2geojson.json2geojson(self._overpass_query.toJSON()) + + def summary(self): + summary = { + "total_element_count": 0, # Quantity of entities + "total_way_count": 0, + "total_node_count": 0, + "total_relation_count": 0, + # Quantity of users who created or modified entities + "total_user_modified_count": 0, + "user_modified_count": defaultdict(int) + # Change over time for above + } + merged_tags = defaultdict(list) + merged_elements = defaultdict(list) + for elem in self._overpass_json['elements']: + elem_type = elem.get("type") + elem_id = elem.get("id") + lookup = self.osmByIdSummary(elem_type, elem_id) + summary["total_element_count"] += 1 + user = lookup["properties"].get("user", None) + if user: + summary["total_user_modified_count"] += 1 + summary["user_modified_count"][user] += 1 + summary["total_%s_count" % (elem_type)] += 1 + if elem.get("tags"): + for k, v in elem.get("tags").items(): + if v not in merged_tags[k]: + merged_tags[k].append(v) + merged_elements[str("=".join([k, v]))].append( + str("%s/%s" % (elem_type, elem_id))) + return dict( + summary=dict(summary), + merged_tags=dict(merged_tags), + merged_elements=dict(merged_elements), + ) + + def write(self): + with open("osm-response-latest.geojson", 'w') as outfile: + geojson.dump(self.geojson(), outfile, indent=4) + with open("osm-response-summary.json", 'w') as outfile: + geojson.dump(self.summary(), outfile, indent=4) + + def geojson_nodes(self): + features = [] + geometry = None + for elem in self._overpass_json['elements']: + elem_type = elem.get("type") + if elem_type and elem_type == "node": + geometry = geojson.Point((elem.get("lon"), elem.get("lat"))) + feature = geojson.Feature(id=elem['id'], + geometry=geometry, + properties=elem.get("tags")) + features.append(feature) + return geojson.FeatureCollection(features) + + def geojson_ways(self): + t = self.geojson_nodes() + all_nodes = gpd.GeoDataFrame(t['features']) + features = [] + geometry = None + for elem in self._overpass_json['elements']: + elem_type = elem.get("type") + if elem_type and elem_type == "way": + coords = [] + for node_id in elem['nodes']: + pnt = all_nodes[all_nodes['id'] == + node_id]['geometry'].iloc[0] + coords.append((pnt.x, pnt.y)) + geometry = geojson.LineString(coords) + feature = geojson.Feature(id=elem['id'], + geometry=geometry, + properties=elem.get("tags")) + features.append(feature) + return geojson.FeatureCollection(features) + + +if __name__ == "__main__": + + # lat_max,lon_min,lat_min,lon_max = 47.617581, 7.606412, 47.586086, 7.668244 + # overpass_query = ''' + # ( + + # way[highway=motorway]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway= trunk]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway=primary]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway=secondary]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway=tertiary]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway=unclassified]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway=residential]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway=service]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway=motorway_link]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway=trunk_link]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway=primary_link]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway=secondary_link]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway=tertiary_link]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway=unclassified_link]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway=residential_link]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway=service_link]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway=living_street]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway=track]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway=escape]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # way[highway=road]({lat_min}, {lon_min}, {lat_max}, {lon_max}); + # ); + # out body; + # >; + # out skel qt; + # '''.format(lat_min=lat_min, + # lon_min=lon_min, + # lat_max=lat_max, + # lon_max=lon_max) + + overpass_query = """ + ( + node["brand:wikidata"="Q37158"]["amenity"="cafe"](40.69977176830021,-74.04047012329102,40.790679480243526,-73.9156723022461); + relation["brand:wikidata"="Q37158"]["amenity"="cafe"](40.69977176830021,-74.04047012329102,40.790679480243526,-73.9156723022461); + way["brand:wikidata"="Q37158"]["amenity"="cafe"](40.69977176830021,-74.04047012329102,40.790679480243526,-73.9156723022461); + ); + out body; + >; + out skel qt; + """ + # print(overpass_query) + result = OSMService().execute(overpass_query) + result.write() + # print(result.summary()) \ No newline at end of file diff --git a/backend/requirements.txt b/backend/requirements.txt new file mode 100644 index 0000000..bdcb1b0 --- /dev/null +++ b/backend/requirements.txt @@ -0,0 +1,5 @@ +OSMPythonTools +osm2geojson +geopandas +cachetools +xmljson