def __init__(self): self.load_conf() getters = self.build_vec_getter() self.ranking = Ranking(self.builder, self.distance, getters[1], getters[2]) self.ad_c_cache, self.ad_cache = self.loader.load_ads() self.number_content() self.retrival = CategoryRetrivalStrategyCenter(self.builder, self.distance, getters[0], getters[2])
class RetrivalAndRankingChooseController(RankingChooseController):
'''Use the retrival ad category firstly, and ranking the ads.
'''
def __init__(self):
self.load_conf()
getters = self.build_vec_getter()
self.ranking = Ranking(self.builder, self.distance, getters[1], getters[2])
self.ad_c_cache, self.ad_cache = self.loader.load_ads()
self.number_content()
self.retrival = CategoryRetrivalStrategyCenter(self.builder, self.distance, getters[0], getters[2])
def get_content_ads(self, num):
'''Get the content whose id is num and the recommend ads
Args:
num : content id
Returns:
(content, [list of ad content])
'''
if num >= self.count:
return (('', ''), [])
print num, self.content_key[num]
content_obj = self.loader.load_content(self.content_key[num])
categorys = self.retrival.get_category(content_obj, self.ad_c_cache)
retrival_ads = []
print 'categorys:'
for category in categorys:
print category.name
retrival_ads += self.ad_cache.get_ads(category)
ads = self.ranking.ranking(content_obj, retrival_ads, topk = 2)
res_ad = []
for score, ad_key in ads:
res_ad.append(self.loader.get_ad_info(ad_key))
return (self.loader.get_content_info(self.content_key[num]), res_ad)