from collections import namedtuple from geodata.addresses.config import address_config from geodata.categories.config import category_config from geodata.categories.preposition import CategoryPreposition from geodata.encoding import safe_decode from geodata.math.sampling import weighted_choice CategoryQuery = namedtuple('CategoryQuery', 'category, prep, add_place_name, add_address') NULL_CATEGORY_QUERY = CategoryQuery(None, None, False, False) class Category(object): @classmethod def phrase(cls, language, key, value, is_plural=False, country=None): category_phrase = category_config.get_phrase(language, key, value, is_plural=is_plural) if not category_phrase: return NULL_CATEGORY_QUERY category_phrase = safe_decode(category_phrase) prep_phrase_type = CategoryPreposition.random(language, country=country) if prep_phrase_type in (None, CategoryPreposition.NULL): return CategoryQuery(category_phrase, prep=None, add_place_name=True, add_address=True) values, probs = address_config.alternative_probabilities('categories.{}'.format(prep_phrase_type), language, country=country) if not values: return CategoryQuery(category_phrase, prep=None, add_place_name=True, add_address=True) prep_phrase, prep_phrase_props = weighted_choice(values, probs) prep_phrase = safe_decode(prep_phrase) add_address = prep_phrase_type not in (CategoryPreposition.NEARBY, CategoryPreposition.NEAR_ME, CategoryPreposition.IN) add_place_name = prep_phrase_type not in (CategoryPreposition.NEARBY, CategoryPreposition.NEAR_ME) return CategoryQuery(category_phrase, prep=prep_phrase, add_place_name=add_place_name, add_address=add_address)