1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
import datetime
from getAnswerImpRate import get_all_answer_imp_rate,get_ios_answer_imp_rate,get_android_answer_imp_rate
from getActivateUidCtr import get_all_click_one_rate,get_ios_click_one_rate,get_android_click_one_rate
from getClickAnswerUidRate import get_all_click_answer_rate,get_ios_click_answer_rate,get_android_click_answer_rate
from getClickDiaryUidRate import get_all_click_diary_rate,get_ios_click_diary_rate,get_android_click_diary_rate
from getClickZeroUidRate import get_all_click_zero_rate,get_ios_click_zero_rate,get_android_click_zero_rate
def get_yesterday_date():
today = datetime.date.today()
yesterday = today - datetime.timedelta(days=1)
yesterday = yesterday.strftime("%Y%m%d")
return yesterday
def result2file(fpath):
with open(fpath,'w') as f:
f.write("#注意：以下数据都是首页的\n")
f.write("#1. 比例特征\n")
f.write("=================================================================\n")
f.write("#1.1问答曝光占比(=问答被曝光数/总cid被曝光数)\n")
f.write("平台"+"\t"+"问答被曝光数"+"\t"+"总cid被曝光数"+"\t"+"问答被曝光数占比\n")
all_answer_imp_rate = get_all_answer_imp_rate()
ios_answer_imp_rate = get_ios_answer_imp_rate()
android_answer_imp_rate = get_android_answer_imp_rate()
lst = [all_answer_imp_rate,ios_answer_imp_rate,android_answer_imp_rate]
for i in lst:
line = ""
for j in i:
line += str(j) + '\t'
line = line[:-1]+'\n'
f.write(line)
print("1.1已将问答曝光占比存入文件")
f.write("#1.2有点击用户点击率(=有点击用户点击次数/有点击用户曝光次数)\n")
f.write("平台"+"\t"+"有点击用户点击次数"+"\t"+"有点击用户曝光次数"+"\t"+"有点击用户点击率\n")
all_click_one_rate = get_all_click_one_rate()
ios_click_one_rate = get_ios_click_one_rate()
android_click_one_rate = get_android_click_one_rate()
lst = [all_click_one_rate,ios_click_one_rate,android_click_one_rate]
for i in lst:
line = ""
for j in i:
line += str(j) + '\t'
line = line[:-1]+'\n'
f.write(line)
print("1.2已将有点击用户点击率存入文件")
f.write("#1.3点击问答用户占比(=点击问答用户数/曝光问答用户数)\n")
f.write("平台"+"\t"+"点击问答用户数"+"\t"+"曝光问答用户数"+"\t"+"点击问答用户占比\n")
all_click_answer_rate = get_all_click_answer_rate()
ios_click_answer_rate = get_ios_click_answer_rate()
android_click_answer_rate = get_android_click_answer_rate()
lst = [all_click_answer_rate,ios_click_answer_rate,android_click_answer_rate]
for i in lst:
line = ""
for j in i:
line += str(j) + '\t'
line = line[:-1]+'\n'
f.write(line)
print("1.3已将点击问答用户占比存入文件")
f.write("#1.4点击日记用户占比(=点击日记用户数/曝光日记用户数)\n")
f.write("平台"+"\t"+"点击日记用户数"+"\t"+"曝光日记用户数"+"\t"+"点击日记用户占比\n")
all_click_diary_rate = get_all_click_diary_rate()
ios_click_diary_rate = get_ios_click_diary_rate()
android_click_diary_rate = get_android_click_diary_rate()
lst = [all_click_diary_rate,ios_click_diary_rate,android_click_diary_rate]
for i in lst:
line = ""
for j in i:
line += str(j) + '\t'
line = line[:-1]+'\n'
f.write(line)
print("1.4已将点击日记用户占比存入文件")
f.write("#1.5无点击用户占比(=无点击用户数/有曝光用户数)\n")
f.write("平台"+"\t"+"无点击用户数"+"\t"+"有曝光用户数"+"\t"+"无点击用户占比\n")
all_click_zero_rate = get_all_click_zero_rate()
ios_click_zero_rate = get_ios_click_zero_rate()
android_click_zero_rate = get_android_click_zero_rate()
lst = [all_click_zero_rate,ios_click_zero_rate,android_click_zero_rate]
for i in lst:
line = ""
for j in i:
line += str(j) + '\t'
line = line[:-1]+'\n'
f.write(line)
print("1.5已将无点击用户占比存入文件")
def main():
output_path = "../data/rate_features_%s.txt" % get_yesterday_date()
print("开始获取比例特征...")
result2file(output_path)
print("已将所有比例特征存入文件")
if __name__ == '__main__':
main()