Python开发【项目】：生产环境下实时统计网站访问日志信息

2022-09-27 20:29:04

日志实时分析系统

生产环境下有需求：要每搁五分钟统计下这段时间内的网站访问量、UV、独立IP等信息，用直观的数据表格表现出来

环境描述：

网站为Nginx服务，系统每日凌晨会对日志进行分割，拷贝到其他位置，当前日志清空

NGINX日志配置信息:

http {

log_format  main  '$remote_addr - [$time_local]  "$request" '

                                ' - $status "User_Cookie:$guid" ';

}

server {

if ($http_cookie ~* "(.*)$"){

        #if ($http_cookie ~* "JCRB_VOTE=([A-Z0-9]*)"){

                set $guid $1;

        }

}

日志只统计：客户IP、访问时间、请求路径、状态码、客户端缓存

日志access.log示例

221.1.204.218 - [14/Nov/2016:14:19:35 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

222.219.53.119 - [14/Nov/2016:14:19:35 +0800]  "GET /vote?captcha=ech568&voteString=25|26|30|31|32|&keyString=xmtwb2016&jsoncallback=jQuery180011070688814614982_1479104232505&_=1479104291798 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8C09C2378073EF08B7EB09946932A516"

221.1.204.218 - [14/Nov/2016:14:19:35 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:35 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

183.207.217.213 - [14/Nov/2016:14:19:35 +0800]  "GET /vote?captcha=UUFSBD&voteString=7|9|16|27|37|&keyString=xmtwb2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104283738 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

183.207.217.213 - [14/Nov/2016:14:19:35 +0800]  "GET /vote?captcha=UUFSBD&voteString=5|7|29|37|39|&keyString=xmtwx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104283903 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

221.1.204.218 - [14/Nov/2016:14:19:35 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

183.207.217.213 - [14/Nov/2016:14:19:35 +0800]  "GET /vote?captcha=UUFSBD&voteString=3|6|10|13|23|&keyString=xmtgx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104283995 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

221.1.204.218 - [14/Nov/2016:14:19:36 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:36 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

222.219.53.119 - [14/Nov/2016:14:19:36 +0800]  "GET /vote?captcha=ech568&voteString=25|26|30|31|32|&keyString=xmtwb2016&jsoncallback=jQuery180011070688814614982_1479104232505&_=1479104292817 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8C09C2378073EF08B7EB09946932A516"

221.1.204.218 - [14/Nov/2016:14:19:36 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

121.28.161.2 - [14/Nov/2016:14:19:36 +0800]  "GET /vote?captcha=XC9EHH&voteString=2|14|29|31|33|&keyString=xmtwb2016&jsoncallback=jQuery18008703299721237272_1479104243850&_=1479104285026 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=211799D6E388EC17CC4B0F5353424F04"

221.1.204.218 - [14/Nov/2016:14:19:36 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

101.27.93.120 - [14/Nov/2016:14:19:36 +0800]  "GET /vote?captcha=99U4R3&voteString=0|1|2|3|4|&keyString=xmtwb2016&jsoncallback=jQuery180026725079771131277_1479104393301&_=1479104413870 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=55CA71DFC55332CDC978091D5787E328"

221.1.204.218 - [14/Nov/2016:14:19:36 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

183.207.217.213 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=UUFSBD&voteString=7|9|16|27|37|&keyString=xmtwb2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104285036 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

183.207.217.213 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=UUFSBD&voteString=5|7|29|37|39|&keyString=xmtwx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104285194 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

221.1.204.218 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

183.207.217.213 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=UUFSBD&voteString=3|6|10|13|23|&keyString=xmtgx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104285303 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

222.219.53.119 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=ech568&voteString=25|26|30|31|32|&keyString=xmtwb2016&jsoncallback=jQuery180011070688814614982_1479104232505&_=1479104293800 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8C09C2378073EF08B7EB09946932A516"

221.1.204.218 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

101.27.93.130 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=wvt2qr&voteString=2|7|15|21|23|&keyString=xmtwb2016&jsoncallback=jQuery18006269013724414528_1479104280845&_=1479104296352 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8AFB9444EE47A0BA61F01CE62AC641F5"

101.27.93.130 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=wvt2qr&voteString=1|11|12|22|27|&keyString=xmtwx2016&jsoncallback=jQuery18006269013724414528_1479104280845&_=1479104296404 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8AFB9444EE47A0BA61F01CE62AC641F5"

101.27.93.130 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=wvt2qr&voteString=1|30|37|38|39|&keyString=xmtgx2016&jsoncallback=jQuery18006269013724414528_1479104280845&_=1479104296451 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8AFB9444EE47A0BA61F01CE62AC641F5"

221.1.204.218 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

222.219.53.119 - [14/Nov/2016:14:19:37 +0800]  "GET /result?keyString=xmtwx2016&jsoncallback=jQuery18008259619923322621_1479104293001&_=1479104294141 HTTP/1.1"  - 200 "User_Cookie:"

222.219.53.119 - [14/Nov/2016:14:19:37 +0800]  "GET /result?keyString=xmtwb2016&jsoncallback=jQuery18008259619923322621_1479104293000&_=1479104294139 HTTP/1.1"  - 200 "User_Cookie:"

222.219.53.119 - [14/Nov/2016:14:19:37 +0800]  "GET /result?keyString=xmttth2016&jsoncallback=jQuery18008259619923322621_1479104293002&_=1479104294142 HTTP/1.1"  - 200 "User_Cookie:"

222.219.53.119 - [14/Nov/2016:14:19:37 +0800]  "GET /result?keyString=xmtzp2016&jsoncallback=jQuery18008259619923322621_1479104293003&_=1479104294144 HTTP/1.1"  - 200 "User_Cookie:"

121.28.161.2 - [14/Nov/2016:14:19:37 +0800]  "GET /captcha HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=211799D6E388EC17CC4B0F5353424F04"

222.219.53.119 - [14/Nov/2016:14:19:37 +0800]  "GET /result?keyString=xmtzmt2016&jsoncallback=jQuery18008259619923322621_1479104293004&_=1479104294145 HTTP/1.1"  - 200 "User_Cookie:"

222.219.53.119 - [14/Nov/2016:14:19:37 +0800]  "GET /result?keyString=xmtgx2016&jsoncallback=jQuery18008259619923322621_1479104293005&_=1479104294146 HTTP/1.1"  - 200 "User_Cookie:"

221.1.204.218 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:38 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

222.219.53.119 - [14/Nov/2016:14:19:38 +0800]  "GET /vote?captcha=ech568&voteString=25|26|30|31|32|&keyString=xmtwb2016&jsoncallback=jQuery180011070688814614982_1479104232505&_=1479104294806 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8C09C2378073EF08B7EB09946932A516"

183.207.217.213 - [14/Nov/2016:14:19:38 +0800]  "GET /vote?captcha=UUFSBD&voteString=7|9|16|27|37|&keyString=xmtwb2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104286275 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

101.27.93.120 - [14/Nov/2016:14:19:38 +0800]  "GET /captcha HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=55CA71DFC55332CDC978091D5787E328"

221.1.204.218 - [14/Nov/2016:14:19:38 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

183.207.217.213 - [14/Nov/2016:14:19:38 +0800]  "GET /vote?captcha=UUFSBD&voteString=5|7|29|37|39|&keyString=xmtwx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104286451 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

221.192.216.166 - [14/Nov/2016:14:19:38 +0800]  "GET /vote?captcha=8lrg49&voteString=1|2|3|6|11|16|21|27|37|&keyString=xmtwx2016&jsoncallback=jQuery18005909615200944245_1479104270260&_=1479104303736 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=9D2FE299B5042B989382AA82B56A8506"

183.207.217.213 - [14/Nov/2016:14:19:38 +0800]  "GET /vote?captcha=UUFSBD&voteString=3|6|10|13|23|&keyString=xmtgx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104286622 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

221.1.204.218 - [14/Nov/2016:14:19:38 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:38 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:39 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

222.219.53.119 - [14/Nov/2016:14:19:39 +0800]  "GET /vote?captcha=ech568&voteString=25|26|30|31|32|&keyString=xmtwb2016&jsoncallback=jQuery180011070688814614982_1479104232505&_=1479104295808 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8C09C2378073EF08B7EB09946932A516"

221.1.204.218 - [14/Nov/2016:14:19:39 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:39 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

183.207.217.213 - [14/Nov/2016:14:19:39 +0800]  "GET /vote?captcha=UUFSBD&voteString=7|9|16|27|37|&keyString=xmtwb2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104287539 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

183.207.217.213 - [14/Nov/2016:14:19:39 +0800]  "GET /vote?captcha=UUFSBD&voteString=5|7|29|37|39|&keyString=xmtwx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104287697 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

183.207.217.213 - [14/Nov/2016:14:19:39 +0800]  "GET /vote?captcha=UUFSBD&voteString=3|6|10|13|23|&keyString=xmtgx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104287785 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

221.1.204.218 - [14/Nov/2016:14:19:39 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:39 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

117.136.2.149 - [14/Nov/2016:14:19:40 +0800]  "GET /vote?captcha=cwp238&voteString=2|13|18|23|28|&keyString=xmtwb2016&jsoncallback=jQuery18004623273138422519_1479104263786&_=1479104281947 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=BF38C42EF499AAACB05A6EA87E3B1EB9"

221.1.204.218 - [14/Nov/2016:14:19:40 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

222.219.53.119 - [14/Nov/2016:14:19:40 +0800]  "GET /vote?captcha=ech568&voteString=25|26|30|31|32|&keyString=xmtwb2016&jsoncallback=jQuery180011070688814614982_1479104232505&_=1479104296807 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8C09C2378073EF08B7EB09946932A516"

221.1.204.218 - [14/Nov/2016:14:19:40 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:40 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.192.216.166 - [14/Nov/2016:14:19:40 +0800]  "GET /captcha HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=9D2FE299B5042B989382AA82B56A8506"

183.207.217.213 - [14/Nov/2016:14:19:40 +0800]  "GET /vote?captcha=UUFSBD&voteString=7|9|16|27|37|&keyString=xmtwb2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104288831 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

221.1.204.218 - [14/Nov/2016:14:19:40 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

183.207.217.213 - [14/Nov/2016:14:19:40 +0800]  "GET /vote?captcha=UUFSBD&voteString=5|7|29|37|39|&keyString=xmtwx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104288992 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

183.207.217.213 - [14/Nov/2016:14:19:41 +0800]  "GET /vote?captcha=UUFSBD&voteString=3|6|10|13|23|&keyString=xmtgx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104289087 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

221.1.204.218 - [14/Nov/2016:14:19:41 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:41 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

222.219.53.119 - [14/Nov/2016:14:19:41 +0800]  "GET /vote?captcha=ech568&voteString=25|26|30|31|32|&keyString=xmtwb2016&jsoncallback=jQuery180011070688814614982_1479104232505&_=1479104297802 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8C09C2378073EF08B7EB09946932A516"

60.31.197.14 - [14/Nov/2016:14:19:41 +0800]  "GET /captcha?0.9926116424744409 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=DB00034D5EC927BE007CE54F3D67587D"

221.1.204.218 - [14/Nov/2016:14:19:41 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:35 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

222.219.53.119 - [14/Nov/2016:14:19:35 +0800]  "GET /vote?captcha=ech568&voteString=25|26|30|31|32|&keyString=xmtwb2016&jsoncallback=jQuery180011070688814614982_1479104232505&_=1479104291798 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8C09C2378073EF08B7EB09946932A516"

221.1.204.218 - [14/Nov/2016:14:19:35 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:35 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

183.207.217.213 - [14/Nov/2016:14:19:35 +0800]  "GET /vote?captcha=UUFSBD&voteString=7|9|16|27|37|&keyString=xmtwb2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104283738 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

183.207.217.213 - [14/Nov/2016:14:19:35 +0800]  "GET /vote?captcha=UUFSBD&voteString=5|7|29|37|39|&keyString=xmtwx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104283903 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

221.1.204.218 - [14/Nov/2016:14:19:35 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

183.207.217.213 - [14/Nov/2016:14:19:35 +0800]  "GET /vote?captcha=UUFSBD&voteString=3|6|10|13|23|&keyString=xmtgx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104283995 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

221.1.204.218 - [14/Nov/2016:14:19:36 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:36 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

222.219.53.119 - [14/Nov/2016:14:19:36 +0800]  "GET /vote?captcha=ech568&voteString=25|26|30|31|32|&keyString=xmtwb2016&jsoncallback=jQuery180011070688814614982_1479104232505&_=1479104292817 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8C09C2378073EF08B7EB09946932A516"

221.1.204.218 - [14/Nov/2016:14:19:36 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

121.28.161.2 - [14/Nov/2016:14:19:36 +0800]  "GET /vote?captcha=XC9EHH&voteString=2|14|29|31|33|&keyString=xmtwb2016&jsoncallback=jQuery18008703299721237272_1479104243850&_=1479104285026 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=211799D6E388EC17CC4B0F5353424F04"

221.1.204.218 - [14/Nov/2016:14:19:36 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

101.27.93.120 - [14/Nov/2016:14:19:36 +0800]  "GET /vote?captcha=99U4R3&voteString=0|1|2|3|4|&keyString=xmtwb2016&jsoncallback=jQuery180026725079771131277_1479104393301&_=1479104413870 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=55CA71DFC55332CDC978091D5787E328"

221.1.204.218 - [14/Nov/2016:14:19:36 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

183.207.217.213 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=UUFSBD&voteString=7|9|16|27|37|&keyString=xmtwb2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104285036 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

183.207.217.213 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=UUFSBD&voteString=5|7|29|37|39|&keyString=xmtwx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104285194 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

221.1.204.218 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

183.207.217.213 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=UUFSBD&voteString=3|6|10|13|23|&keyString=xmtgx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104285303 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

222.219.53.119 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=ech568&voteString=25|26|30|31|32|&keyString=xmtwb2016&jsoncallback=jQuery180011070688814614982_1479104232505&_=1479104293800 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8C09C2378073EF08B7EB09946932A516"

221.1.204.218 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

101.27.93.130 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=wvt2qr&voteString=2|7|15|21|23|&keyString=xmtwb2016&jsoncallback=jQuery18006269013724414528_1479104280845&_=1479104296352 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8AFB9444EE47A0BA61F01CE62AC641F5"

101.27.93.130 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=wvt2qr&voteString=1|11|12|22|27|&keyString=xmtwx2016&jsoncallback=jQuery18006269013724414528_1479104280845&_=1479104296404 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8AFB9444EE47A0BA61F01CE62AC641F5"

101.27.93.130 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=wvt2qr&voteString=1|30|37|38|39|&keyString=xmtgx2016&jsoncallback=jQuery18006269013724414528_1479104280845&_=1479104296451 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8AFB9444EE47A0BA61F01CE62AC641F5"

221.1.204.218 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

222.219.53.119 - [14/Nov/2016:14:19:37 +0800]  "GET /result?keyString=xmtwx2016&jsoncallback=jQuery18008259619923322621_1479104293001&_=1479104294141 HTTP/1.1"  - 200 "User_Cookie:"

222.219.53.119 - [14/Nov/2016:14:19:37 +0800]  "GET /result?keyString=xmtwb2016&jsoncallback=jQuery18008259619923322621_1479104293000&_=1479104294139 HTTP/1.1"  - 200 "User_Cookie:"

222.219.53.119 - [14/Nov/2016:14:19:37 +0800]  "GET /result?keyString=xmttth2016&jsoncallback=jQuery18008259619923322621_1479104293002&_=1479104294142 HTTP/1.1"  - 200 "User_Cookie:"

222.219.53.119 - [14/Nov/2016:14:19:37 +0800]  "GET /result?keyString=xmtzp2016&jsoncallback=jQuery18008259619923322621_1479104293003&_=1479104294144 HTTP/1.1"  - 200 "User_Cookie:"

121.28.161.2 - [14/Nov/2016:14:19:37 +0800]  "GET /captcha HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=211799D6E388EC17CC4B0F5353424F04"

222.219.53.119 - [14/Nov/2016:14:19:37 +0800]  "GET /result?keyString=xmtzmt2016&jsoncallback=jQuery18008259619923322621_1479104293004&_=1479104294145 HTTP/1.1"  - 200 "User_Cookie:"

222.219.53.119 - [14/Nov/2016:14:19:37 +0800]  "GET /result?keyString=xmtgx2016&jsoncallback=jQuery18008259619923322621_1479104293005&_=1479104294146 HTTP/1.1"  - 200 "User_Cookie:"

221.1.204.218 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:37 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:38 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

222.219.53.119 - [14/Nov/2016:14:19:38 +0800]  "GET /vote?captcha=ech568&voteString=25|26|30|31|32|&keyString=xmtwb2016&jsoncallback=jQuery180011070688814614982_1479104232505&_=1479104294806 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8C09C2378073EF08B7EB09946932A516"

183.207.217.213 - [14/Nov/2016:14:19:38 +0800]  "GET /vote?captcha=UUFSBD&voteString=7|9|16|27|37|&keyString=xmtwb2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104286275 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

101.27.93.120 - [14/Nov/2016:14:19:38 +0800]  "GET /captcha HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=55CA71DFC55332CDC978091D5787E328"

221.1.204.218 - [14/Nov/2016:14:19:38 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

183.207.217.213 - [14/Nov/2016:14:19:38 +0800]  "GET /vote?captcha=UUFSBD&voteString=5|7|29|37|39|&keyString=xmtwx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104286451 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

221.192.216.166 - [14/Nov/2016:14:19:38 +0800]  "GET /vote?captcha=8lrg49&voteString=1|2|3|6|11|16|21|27|37|&keyString=xmtwx2016&jsoncallback=jQuery18005909615200944245_1479104270260&_=1479104303736 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=9D2FE299B5042B989382AA82B56A8506"

183.207.217.213 - [14/Nov/2016:14:19:38 +0800]  "GET /vote?captcha=UUFSBD&voteString=3|6|10|13|23|&keyString=xmtgx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104286622 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

221.1.204.218 - [14/Nov/2016:14:19:38 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:38 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:39 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

222.219.53.119 - [14/Nov/2016:14:19:39 +0800]  "GET /vote?captcha=ech568&voteString=25|26|30|31|32|&keyString=xmtwb2016&jsoncallback=jQuery180011070688814614982_1479104232505&_=1479104295808 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8C09C2378073EF08B7EB09946932A516"

221.1.204.218 - [14/Nov/2016:14:19:39 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:39 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

183.207.217.213 - [14/Nov/2016:14:19:39 +0800]  "GET /vote?captcha=UUFSBD&voteString=7|9|16|27|37|&keyString=xmtwb2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104287539 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

183.207.217.213 - [14/Nov/2016:14:19:39 +0800]  "GET /vote?captcha=UUFSBD&voteString=5|7|29|37|39|&keyString=xmtwx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104287697 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

183.207.217.213 - [14/Nov/2016:14:19:39 +0800]  "GET /vote?captcha=UUFSBD&voteString=3|6|10|13|23|&keyString=xmtgx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104287785 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

221.1.204.218 - [14/Nov/2016:14:19:39 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:39 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

117.136.2.149 - [14/Nov/2016:14:19:40 +0800]  "GET /vote?captcha=cwp238&voteString=2|13|18|23|28|&keyString=xmtwb2016&jsoncallback=jQuery18004623273138422519_1479104263786&_=1479104281947 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=BF38C42EF499AAACB05A6EA87E3B1EB9"

221.1.204.218 - [14/Nov/2016:14:19:40 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

222.219.53.119 - [14/Nov/2016:14:19:40 +0800]  "GET /vote?captcha=ech568&voteString=25|26|30|31|32|&keyString=xmtwb2016&jsoncallback=jQuery180011070688814614982_1479104232505&_=1479104296807 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8C09C2378073EF08B7EB09946932A516"

221.1.204.218 - [14/Nov/2016:14:19:40 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:40 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.192.216.166 - [14/Nov/2016:14:19:40 +0800]  "GET /captcha HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=9D2FE299B5042B989382AA82B56A8506"

183.207.217.213 - [14/Nov/2016:14:19:40 +0800]  "GET /vote?captcha=UUFSBD&voteString=7|9|16|27|37|&keyString=xmtwb2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104288831 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

221.1.204.218 - [14/Nov/2016:14:19:40 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

183.207.217.213 - [14/Nov/2016:14:19:40 +0800]  "GET /vote?captcha=UUFSBD&voteString=5|7|29|37|39|&keyString=xmtwx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104288992 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

183.207.217.213 - [14/Nov/2016:14:19:41 +0800]  "GET /vote?captcha=UUFSBD&voteString=3|6|10|13|23|&keyString=xmtgx2016&jsoncallback=jQuery180009671276737935841_1479103609944&_=1479104289087 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=D87A6A561C05BF969F4FF425605A2A1E"

221.1.204.218 - [14/Nov/2016:14:19:41 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

221.1.204.218 - [14/Nov/2016:14:19:41 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 503 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

222.219.53.119 - [14/Nov/2016:14:19:41 +0800]  "GET /vote?captcha=ech568&voteString=25|26|30|31|32|&keyString=xmtwb2016&jsoncallback=jQuery180011070688814614982_1479104232505&_=1479104297802 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=8C09C2378073EF08B7EB09946932A516"

60.31.197.14 - [14/Nov/2016:14:19:41 +0800]  "GET /captcha?0.9926116424744409 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=DB00034D5EC927BE007CE54F3D67587D"

221.1.204.218 - [14/Nov/2016:14:19:41 +0800]  "GET /vote?captcha=2RNBVC&voteString=14|14|3|1|14|4|14|13|14|&keyString=xmtwx2016&jsoncallback=jQuery18008265754313951313_1479103527546&_=1479103570861 HTTP/1.1"  - 200 "User_Cookie:JSESSIONID=EF33AF20138880201DFA0AB1C756F743"

access.log

程序目录结构：

html目录（最终生成的数据页面，也是网页的初始样式）：

<!DOCTYPE html>

<html lang="en">

<head>

    <meta charset="UTF-8">

    <title>日志分析</title>

    <meta http-equiv="Refresh" Content=""/>

    <style>

        body{

            margin: 0 auto;

            background-color: #797878;

        }

        div{

            width: 60%;

            margin: auto;

            /*border: 1px solid black;*/

            border-radius:5px

        }

        table{

            width: 100%;

            text-align: center;

            background-color:#dddddd

        }

        .table_top{

            width: 100%;

            background-color: #2459a2;

            color: white;

            font-weight: bold;

        }

    </style>

</head>

<body>

    <div>

    </div>

    <div style="height: 1000px; "></div>

</body>

</html>

index.html

main目录（程序启动接口）：

#!/usr/bin/env python

# -*- coding:utf-8 -*-

#-Author-Lian

import time,datetime

import re

LOG_PATH="/data/nginx/logs/access.log"    #日志文件

HTML_PATH="../html/index.html"      #生成数据html文件

TABLE_TMP="../template/table_tmp"       #表格框架格式

TIMES_PRE=300       #刷新频率 单位秒

def handle():

    date_time = datetime.datetime.now()

    current_date = str(date_time).split(" ")[0]         #获取当前日期 年-月-日

    create_table(current_date)                      #创建信息表单

    last_site = 0          #上一次文件读到的位置

    while True:

        page_view = 0             #页面访问量

        succed_visit = 0          # 200状态码

        reject_visit = 0             # 被拒绝的访问503状态码

        unique_ip = set([])          # 独立IP

        unique_visitor= set([])       # 独立访客

        date_time = datetime.datetime.now()  # 生成时间日期

        date = str(date_time).split(" ")[0]  # 截取当前日期 年-月-日

        if date != current_date:  # 如果第二天，光标位置重新设置到文件首部

            current_date = date     # 更新current_date 值

            last_site = 0

            create_table(current_date)  # 创建信息表单

        current_time = str(date_time).split(".")[0]  # 日期 年-月-日-时-分-秒

        with open(LOG_PATH,"r") as file:

            print("---------",current_date,last_site)

            file.seek(last_site)

            logs = file.readlines()

            last_site = file.tell()          # 更新光标位置

            for line in logs:

                page_view += 1                       # 页面访问量+1

                obj_sd=re.search("- 200",line)      # 匹配200状态码+1

                if obj_sd:

                    succed_visit +=1

                obj_rt = re.search("- 503", line)   # 匹配503状态码+1

                if obj_rt:

                    reject_visit +=1

                obj_ip = re.match("\d+\.\d+\.\d+\.\d+",line)    # 匹配独立IP

                unique_ip.add(obj_ip.group())        # 添加集合，自动去重

                obj_uv = re.search("User_Cookie:...*", line)  # 匹配独立访客

                if obj_uv:                                     # 去空

                    unique_visitor.add(obj_uv.group())  # 添加集合，自动去重

            upload_data(current_time,page_view,succed_visit,reject_visit,len(unique_ip),len(unique_visitor))           #html文件内添加统计数据

            time.sleep(TIMES_PRE)

def upload_data(current_time,page_view,succed_visit,reject_visit,unique_ip,unique_visitor):

    with open(HTML_PATH, "r+",encoding="utf-8") as file:

        list = file.readlines()

        list.insert(-6,"<tr>\n")

        list.insert(-6, "<td>%s</td>\n"%current_time)     #时间

        list.insert(-6, "<td>%s</td>\n"%page_view)                   #页面访问量

        list.insert(-6, "<td>%s</td>\n" % succed_visit)  # 200访问

        list.insert(-6, "<td>%s</td>\n" % reject_visit)  # 503访问

        list.insert(-6, "<td>%s</td>\n" % unique_ip)    # 独立IP数

        list.insert(-6, "<td>%s</td>\n" % unique_visitor)  # 独立访客数

        list.insert(-6,"</tr>\n")

        file.seek(0)            #文件清空

        file.truncate(0)

        for line in list:       #新数据写入文件

            file.write(line)

def create_table(current_date):                           #创建信息表单

    with open(HTML_PATH, "r+", encoding="utf-8") as file:

        list = file.readlines()

        with open(TABLE_TMP, "r", encoding="utf-8") as table_tmp:

            for line in table_tmp:

                if "日期" in line:

                    line = line.replace("日期","日期:%s"%current_date)

                list.insert(-4, line)  # 创建新的表单

        file.seek(0)            #文件清空

        file.truncate(0)

        for line in list:       #新数据写入文件

            file.write(line)

if __name__ == '__main__':

    handle()

start.py

template（表格模板）：

<table border="">

    <thead>

    <tr>

        <td class="table_top" colspan="" >日期</td>

    </tr>

    <tr>

        <td style="width: 25%">时间</td>

        <td style="width: 15%">页面浏览量</td>

        <td style="width: 15%">200状态码</td>

        <td style="width: 15%">503状态码</td>

        <td style="width: 15%">独立IP数</td>

        <td style="width: 15%">独立访客数</td>

    </tr>

    </thead>

    <tbody>

    </tbody>

</table>

table_tmp

注：table_tmp最后一行一定要一换行符

最终效果图：

总结：

整个程序可以针对不同的日志类型进行增加删减，程序也可以作为以后开发监控系统其中网站监测的一个模块

完整程序代码-》》https://coding.net/u/James_Lian/p/LogAnalysis/git/tree/master/

码农公寓

日志实时分析系统

相关文章