def add_to_app_cat(self, ad: Advertisement, app: App):
for record in self.data_list:
creativeID = record.creativeID
appID = ad.get_value(creativeID).appID
appCategory = app.get_value(appID).appCategory
app.add_dataset(record, appCategory)
# print(group_name, df)
ad = Advertisement(Configure.ad_path)
app = App(Configure.app_categories_path)
data_set = Dataset(Configure.train_path, Configure.test_path)
user = User(Configure.user_path)
from_t = 270000
end_t = 290000
result = dict()
for d in data_set.get_data_list():
creativeID = d['creativeID']
userID = d['userID']
haveBaby = user.get_value(userID)['haveBaby']
appID = ad.get_value(creativeID)['appID']
appCategory = app.get_value(appID)['appCategory']
label = d['label']
clickTime = d['clickTime']
if clickTime < from_t or clickTime >= end_t:
continue
if appCategory not in result:
result[appCategory] = dict()
if haveBaby not in result[appCategory]:
result[appCategory][haveBaby] = [0] * 2
result[appCategory][haveBaby][label] += 1
fout = open(Configure.cate_app_correlate.format(from_t, end_t), 'w')
for cate in result:
for app in result[cate]:
s = result[cate][app]
r = s[1] / (s[1] + s[0]) if s[1] > 0 else 0