import copy import os import random import six import yaml from collections import Mapping from geodata.address_expansions.address_dictionaries import address_phrase_dictionaries from geodata.address_formatting.formatter import AddressFormatter from geodata.configs.utils import nested_get, DoesNotExist, recursive_merge from geodata.math.sampling import cdf, check_probability_distribution from geodata.encoding import safe_encode this_dir = os.path.realpath(os.path.dirname(__file__)) PLACE_CONFIG_FILE = os.path.join(this_dir, os.pardir, os.pardir, os.pardir, 'resources', 'places', 'countries', 'global.yaml') class PlaceConfig(object): ADMIN_COMPONENTS = { AddressFormatter.SUBURB, AddressFormatter.CITY_DISTRICT, AddressFormatter.CITY, AddressFormatter.ISLAND, AddressFormatter.STATE_DISTRICT, AddressFormatter.STATE, AddressFormatter.COUNTRY, } def __init__(self, config_file=PLACE_CONFIG_FILE): self.cache = {} place_config = yaml.load(open(config_file)) self.global_config = place_config['global'] self.country_configs = {} countries = place_config.pop('countries', {}) for k, v in six.iteritems(countries): country_config = countries[k] global_config_copy = copy.deepcopy(self.global_config) self.country_configs[k] = recursive_merge(global_config_copy, country_config) def get_property(self, key, country=None, default=None): if isinstance(key, six.string_types): key = key.split('.') config = self.global_config if country: country_config = self.country_configs.get(country, {}) if country_config: config = country_config return nested_get(config, key, default=default) def include_component(self, component, containing_ids, country=None): containing = self.get_property(('components', component, 'containing'), country=country, default=None) if containing is not None: for c in containing: if (c['type'], safe_encode(c['id'])) in containing_ids: return random.random() < c['probability'] probability = self.get_property(('components', component, 'probability'), country=country, default=0.0) return random.random() < probability def drop_components(self, components, boundaries=(), country=None): containing_ids = set() for boundary in boundaries: object_type = boundary.get('type') object_id = safe_encode(boundary.get('id', '')) if not (object_type and object_id): continue containing_ids.add((object_type, object_id)) return {c: v for c, v in six.iteritems(components) if c not in self.ADMIN_COMPONENTS or self.include_component(c, containing_ids, country=country)} place_config = PlaceConfig()