虚拟机：
hadoop:3.2.0
hive:3.1.2
win10：
eclipse
两阶段数据清洗：
（1）第一阶段：把需要的信息从原始日志中提取出来
ip: 199.30.25.88
time: 10/Nov/2016:00:01:03 +0800
traffic: 62
文章： article/11325
视频： video/3235
（2）第二阶段：根据提取出来的信息做精细化操作
ip--->城市 city（IP）
date--> time:2016-11-10 00:01:03
day: 10
traffic:62
type:article/video
id:11325
（3）hive数据库表结构:
create table data( ip string, time string , day string, traffic bigint,
type string, id string )
由于对MapReduce不熟练就先使用了用java清洗，MapReduce清洗的方法将会在以后发出来。
对数据进行清洗：
package mapreduceShiYan; import java.io.BufferedReader; import java.io.BufferedWriter; import java.io.File; import java.io.FileNotFoundException; import java.io.FileOutputStream; import java.io.FileReader; import java.io.IOException; import java.io.OutputStreamWriter; import java.io.UnsupportedEncodingException; import java.io.Writer; public class Data { public static void main(String[] args) throws FileNotFoundException, UnsupportedEncodingException { FileReader read = new FileReader("result.txt"); BufferedReader br = new BufferedReader(read); Writer writer = null; File outFile = new File("result2.txt"); writer = new OutputStreamWriter(new FileOutputStream(outFile),"utf-8"); BufferedWriter bw = new BufferedWriter(writer); String row; String[] data=new String[6]; int hang=1; try { while((row = br.readLine())!=null){ data=change(row); data=chage(data); for(int i=0;i<data.length;i++) { System.out.print(data[i]+" "); } System.out.println(); row=data[0]+","+data[1]+","+data[2]+","+data[3]+","+data[4]+","+data[5]; bw.write(row + " "); //i++; } } catch (IOException e) { // TODO Auto-generated catch block e.printStackTrace(); } } private static String[] chage(String[] data) { /* * for(int i=0;i<data.length;i++) { data[] } */ data[0]=data[0]; char[] str=data[1].toCharArray(); String[] time=new String[7]; int j=0; int k=0; for(int i=0;i<str.length;i++) { if(str[i]=='/'||str[i]==':'||str[i]==32) { time[k]=data[1].substring(j,i); j=i+1; k++; } } time[k]=data[1].substring(j, data[1].length()); switch(time[1]) { case "Jan":time[1]="01";break; case "Feb":time[1]="02";break; case "Mar":time[1]="03";break; case "Apr":time[1]="04";break; case "May":time[1]="05";break; case "Jun":time[1]="06";break; case "Jul":time[1]="07";break; case "Aug":time[1]="08";break; case "Sep":time[1]="09";break; case "Oct":time[1]="10";break; case "Nov":time[1]="11";break; case "Dec":time[1]="12";break; } data[1]=time[2]+"-"+time[1]+"-"+time[0]+" "+time[3]+":"+time[4]+":"+time[5]; data[3]=data[3].substring(0, data[3].length()-1); return data; } private static String [] change(String row) { char [] str1=row.toCharArray(); String [] data =new String [6]; int j=0; int k=0; for(int i=0;i<str1.length;i++) { if(str1[i]==',') { data[k]=row.substring(j, i); j=i+1; k++; } } data[k]=row.substring(j, str1.length); return data; } }
通过JDBC上传到hive:
package mapreduceShiYan; import java.sql.Connection; import java.sql.DriverManager; import java.sql.ResultSet; import java.sql.SQLException; import java.sql.Statement; import org.apache.hadoop.io.Text; import org.apache.log4j.Logger; public class Data1 { private static String driverName = "org.apache.hive.jdbc.HiveDriver"; private static String url = "jdbc:hive2://192.168.137.67:10000/hive";//远程连接虚拟机，则填写虚拟机ip，如果在虚拟机中则是localhost private static String user = "hive";//hive—site.xml中配置的用户名 private static String password = "password";//hive—site.xml中配置的密码 private static String sql; //private static ResultSet res; private static final Logger log = Logger.getLogger(Text.class); public static void main(String[] args) { try { Class.forName(driverName); Connection conn = DriverManager.getConnection(url, user, password); Statement stmt = conn.createStatement(); sql = "load data local inpath '/home/hadoop/result2.txt' overwrite into table data";//虚拟机中的本地文件 System.out.println("Running:" + sql); boolean f=stmt.execute(sql); System.out.println( sql); System.out.println("result:" + f); conn.close(); conn = null; } catch (ClassNotFoundException e) { e.printStackTrace(); log.error(driverName + " not found!", e); System.exit(1); } catch (SQLException e) { e.printStackTrace(); log.error("Connection error!", e); System.exit(1); } } }
本人在折腾了一天后遇到的一些问题：
1. java.lang.ClassNotFoundException: org.apachehive.jdbc.HiveDriver
不论是在虚拟机还是windows中进行操作，千万别忘记导入需要的包。解决方法：导入hive文件目录下lib文件夹中的hive开头所有包（可能只需要几个，但是本人为了课上节省时间导入了全部的hive开头的包）
2.java.net.ConnectException: Connection refused
这是由于远程hive集群没有启动hiveserver2导致的。
要切换到/usr/local/hive
然后运行 ./bin/hive --service hiveserver2
成功后运行netstat -tunlp |grep 10000查看端口情况，若有则启动成功。
3.User: hadoop is not allowed to impersonate hive
修改hadoop 配置文件 etc/hadoop/core-site.xml,加入如下配置项
<property>
<name>hadoop.proxyuser.root.hosts</name>
<value>*</value>
</property>
<property>
<name>hadoop.proxyuser.root.groups</name>
<value>*</value>
</property>
hadoop.proxyuser.root.hosts配置项名称中root部分为报错User:* 中的用户名部分
我的报错是hadoop,所有我改成：
<property> <name>hadoop.proxyuser.hadoop.hosts</name> <value>*</value> </property> <property> <name>hadoop.proxyuser.hadoop.groups</name> <value>*</value> </property>hive Permission denied: user=root, access=WRITE, inode="/user":hdfs:supergroup:drwxr-xr-x
4.
解决办法
hdfs dfs命令对文件夹下的文件赋予权限
hadoop dfs -chmod -R 777 /warehouse/tablespace/managed/hive/datacenter.db（报错的路径）
5.操作hive 报错FAILED:HiveException java.lang.RuntimeException:Unable to instantiate org.ap.......
很多错误会导致这个，本人的原因在1、所有数据库的所有表的所有权限赋给hive用户中的连接密码和hive-site.xml中的密码不一致
2、hive-site.xml中的localhost改成127.0.0.1
6.hive 1.2.1版本不支持hadoop过高的版本，本人的是3.2.0
文件：
106.39.41.166,2016-11-10 00:01:02,10,54,video,8701 113.140.11.123,2016-11-10 00:01:02,10,54,video,5915 125.122.216.102,2016-11-10 00:01:02,10,54,video,9819 116.231.219.242,2016-11-10 00:01:02,10,54,video,6335 61.136.143.62,2016-11-10 00:01:02,10,54,video,7629 39.186.247.142,2016-11-10 00:01:02,10,2957,video,3237 59.42.206.247,2016-11-10 00:01:02,10,54,video,7053 39.186.247.142,2016-11-10 00:01:02,10,66,video,3237 61.135.172.68,2016-11-10 00:01:02,10,67,video,3510 45.115.145.45,2016-11-10 00:01:02,10,67,video,13265 61.149.133.159,2016-11-10 00:01:02,10,54,video,13182 180.160.212.7,2016-11-10 00:01:02,10,54,video,2665 125.90.48.103,2016-11-10 00:01:02,10,54,video,7311 106.187.95.195,2016-11-10 00:01:02,10,54,video,5685 39.186.247.142,2016-11-10 00:01:02,10,317,video,3237 220.191.6.44,2016-11-10 00:01:02,10,72,video,1101 39.186.247.142,2016-11-10 00:01:02,10,4860,video,3237 61.142.10.231,2016-11-10 00:01:02,10,67,video,12551 27.17.35.94,2016-11-10 00:01:02,10,54,video,1412 120.198.231.154,2016-11-10 00:01:03,10,54,video,9817 113.93.90.94,2016-11-10 00:01:03,10,54,video,7475 114.249.93.42,2016-11-10 00:01:03,10,67,video,3221 171.8.152.203,2016-11-10 00:01:03,10,54,video,5914 199.30.25.88,2016-11-10 00:01:03,10,271,article,11325 199.30.25.88,2016-11-10 00:01:03,10,62,article,11325 39.186.247.142,2016-11-10 00:01:03,10,2311,video,3237 222.168.40.31,2016-11-10 00:01:03,10,54,video,2452 39.186.247.142,2016-11-10 00:01:03,10,307,video,3237 58.241.76.18,2016-11-10 00:01:03,10,2957,video,3235 49.81.162.183,2016-11-10 00:01:03,10,141,video,1816 125.94.93.221,2016-11-10 00:01:03,10,54,video,4441 101.200.101.201,2016-11-10 00:01:03,10,4468,article,4779 39.186.247.142,2016-11-10 00:01:03,10,951,video,3237 101.200.101.21,2016-11-10 00:01:03,10,524288,video,10506 58.241.76.18,2016-11-10 00:01:03,10,66,video,3235 101.200.101.21,2016-11-10 00:01:03,10,524288,video,10506 67.82.64.254,2016-11-10 00:01:03,10,54,video,2875 39.186.247.142,2016-11-10 00:01:03,10,72,video,3237 117.100.106.26,2016-11-10 00:01:03,10,54,video,4908 113.91.162.210,2016-11-10 00:01:03,10,54,video,10506 58.241.76.18,2016-11-10 00:01:03,10,951,video,3235 58.241.76.18,2016-11-10 00:01:03,10,5234,video,3235 139.211.44.77,2016-11-10 00:01:03,10,54,video,4848 39.186.247.142,2016-11-10 00:01:03,10,7227,video,3237 111.172.46.191,2016-11-10 00:01:04,10,67,video,3069 60.21.206.184,2016-11-10 00:01:04,10,67,video,6228 39.186.247.142,2016-11-10 00:01:04,10,4496,video,3237 39.186.247.142,2016-11-10 00:01:04,10,317,video,3237 112.64.61.203,2016-11-10 00:01:04,10,54,video,12532 222.171.107.65,2016-11-10 00:01:04,10,54,video,6837 183.60.162.108,2016-11-10 00:01:04,10,54,video,13168 171.214.155.3,2016-11-10 00:01:04,10,67,video,7558 39.186.247.142,2016-11-10 00:01:04,10,1092,video,3237 14.219.24.67,2016-11-10 00:01:04,10,54,video,773 115.195.60.166,2016-11-10 00:01:04,10,54,video,2769 175.20.94.66,2016-11-10 00:01:04,10,54,video,12299 101.81.42.203,2016-11-10 00:01:04,10,54,video,4017 60.191.47.90,2016-11-10 00:01:04,10,54,video,3664 114.249.202.36,2016-11-10 00:01:04,10,54,video,13330 120.198.231.150,2016-11-10 00:01:04,10,54,video,774 58.241.76.18,2016-11-10 00:01:04,10,95,video,3235 115.193.172.253,2016-11-10 00:01:04,10,67,video,2858 183.128.164.83,2016-11-10 00:01:04,10,67,video,12299 118.250.42.145,2016-11-10 00:01:04,10,67,video,11307 175.10.104.158,2016-11-10 00:01:04,10,54,video,3217 110.53.175.199,2016-11-10 00:01:04,10,54,video,8469 106.37.127.231,2016-11-10 00:01:04,10,2195,video,8199 171.216.125.79,2016-11-10 00:01:04,10,54,video,5219 115.193.172.253,2016-11-10 00:01:04,10,6589,video,2858 106.37.127.231,2016-11-10 00:01:04,10,349,video,8199 182.100.18.242,2016-11-10 00:01:05,10,54,video,8995 125.122.198.123,2016-11-10 00:01:05,10,54,video,10897 199.30.25.88,2016-11-10 00:01:05,10,5994,article,11325 115.193.172.253,2016-11-10 00:01:05,10,2961,video,3078 119.122.183.89,2016-11-10 00:01:05,10,7226,video,3244 140.207.97.98,2016-11-10 00:01:05,10,68,video,10936 183.128.164.83,2016-11-10 00:01:05,10,67,video,953 106.37.127.231,2016-11-10 00:01:05,10,1355,video,8199 116.23.248.47,2016-11-10 00:01:05,10,54,video,1034 111.112.84.51,2016-11-10 00:01:05,10,54,video,6843 115.193.172.253,2016-11-10 00:01:05,10,362,video,3078 106.37.127.231,2016-11-10 00:01:05,10,72,video,8199 117.135.159.4,2016-11-10 00:01:05,10,68,video,353 117.173.0.113,2016-11-10 00:01:05,10,2956,video,8135 211.162.33.107,2016-11-10 00:01:05,10,54,video,9815 106.37.127.231,2016-11-10 00:01:05,10,74,video,8199 116.23.155.253,2016-11-10 00:01:05,10,54,video,9661 106.37.127.231,2016-11-10 00:01:05,10,66,video,8199 115.193.172.253,2016-11-10 00:01:05,10,945,video,3078 112.65.57.88,2016-11-10 00:01:05,10,54,video,9593 117.173.0.113,2016-11-10 00:01:05,10,348,video,8135 58.20.14.170,2016-11-10 00:01:05,10,67,video,5682 113.139.190.95,2016-11-10 00:01:05,10,67,video,9832 119.122.183.89,2016-11-10 00:01:05,10,7226,video,3244 125.122.2.73,2016-11-10 00:01:05,10,54,video,243 106.37.127.231,2016-11-10 00:01:05,10,306,video,8199 117.173.0.113,2016-11-10 00:01:05,10,66,video,8135 115.193.172.253,2016-11-10 00:01:05,10,2345,video,3078 14.145.74.175,2016-11-10 00:01:05,10,72,video,678 115.193.172.253,2016-11-10 00:01:05,10,221,video,3078 115.193.172.253,2016-11-10 00:01:05,10,4042,video,3078 106.37.127.231,2016-11-10 00:01:05,10,3427,video,8199 122.206.190.75,2016-11-10 00:01:05,10,54,video,7707 115.193.172.253,2016-11-10 00:01:05,10,66,video,3078 110.65.101.188,2016-11-10 00:01:05,10,54,video,11786 58.20.14.170,2016-11-10 00:01:05,10,6417,video,5682 1.194.187.2,2016-11-10 00:01:05,10,54,video,2212 119.124.164.57,2016-11-10 00:01:05,10,54,video,4320 106.37.127.231,2016-11-10 00:01:05,10,3280,video,8199 58.20.14.170,2016-11-10 00:01:05,10,2957,video,5683 223.72.89.88,2016-11-10 00:01:05,10,67,video,2139 117.173.0.113,2016-11-10 00:01:05,10,1161,video,8135 115.193.172.253,2016-11-10 00:01:06,10,1801,video,3078 122.234.60.39,2016-11-10 00:01:06,10,6398,video,8837 117.173.0.113,2016-11-10 00:01:06,10,4882,video,8135 115.193.172.253,2016-11-10 00:01:06,10,362,video,3078 106.37.127.231,2016-11-10 00:01:06,10,302,video,8199 117.173.0.113,2016-11-10 00:01:06,10,16776,video,8135 115.193.172.253,2016-11-10 00:01:06,10,72,video,3078 14.154.180.16,2016-11-10 00:01:06,10,54,video,9886 49.4.156.97,2016-11-10 00:01:06,10,54,video,5914 101.81.50.177,2016-11-10 00:01:06,10,54,video,828 223.104.25.65,2016-11-10 00:01:06,10,54,video,9101 58.20.14.170,2016-11-10 00:01:06,10,347,video,5683 117.173.0.113,2016-11-10 00:01:06,10,305,video,8135 116.22.196.231,2016-11-10 00:01:06,10,54,video,6711 58.20.14.170,2016-11-10 00:01:06,10,66,video,5683 101.200.101.13,2016-11-10 00:01:06,10,524288,video,11938 106.37.127.231,2016-11-10 00:01:06,10,6412,video,8199 115.193.172.253,2016-11-10 00:01:06,10,395,video,3078 101.200.101.9,2016-11-10 00:01:06,10,524288,video,6139 58.20.14.170,2016-11-10 00:01:06,10,1201,video,5683 120.27.173.217,2016-11-10 00:01:06,10,4468,article,1167 220.191.6.44,2016-11-10 00:01:06,10,6323,video,1101 117.173.0.113,2016-11-10 00:01:06,10,72,video,8135 101.200.101.13,2016-11-10 00:01:06,10,524288,video,11938 112.5.237.224,2016-11-10 00:01:06,10,54,video,12478 106.37.127.231,2016-11-10 00:01:06,10,72,video,8199 115.193.172.253,2016-11-10 00:01:06,10,4496,video,3078 117.164.191.130,2016-11-10 00:01:06,10,54,video,6556 49.81.162.183,2016-11-10 00:01:06,10,67,video,1816 115.183.25.238,2016-11-10 00:01:06,10,54,video,5139 124.64.76.206,2016-11-10 00:01:06,10,54,video,3475 120.198.231.152,2016-11-10 00:01:06,10,54,video,8652 180.102.115.191,2016-11-10 00:01:06,10,54,video,10077 117.173.0.113,2016-11-10 00:01:06,10,2614,video,8135 223.93.140.242,2016-11-10 00:01:07,10,67,video,2147 115.193.172.253,2016-11-10 00:01:07,10,301,video,3078 113.105.128.252,2016-11-10 00:01:07,10,54,video,1671 117.173.0.113,2016-11-10 00:01:07,10,6784,video,8135 42.243.125.117,2016-11-10 00:01:07,10,54,video,8864 117.173.0.113,2016-11-10 00:01:07,10,572,video,8135 106.37.127.231,2016-11-10 00:01:07,10,6412,video,8199 112.87.108.52,2016-11-10 00:01:07,10,54,video,8671 120.85.202.68,2016-11-10 00:01:07,10,54,video,3096 115.193.172.253,2016-11-10 00:01:07,10,6589,video,3078 117.173.0.113,2016-11-10 00:01:07,10,72,video,8135 115.193.172.253,2016-11-10 00:01:07,10,72,video,3078 218.75.34.250,2016-11-10 00:01:07,10,54,video,9103 115.193.172.253,2016-11-10 00:01:07,10,6589,video,3078 58.20.14.170,2016-11-10 00:01:07,10,5485,video,5683 175.9.181.138,2016-11-10 00:01:07,10,67,video,2877 58.20.14.170,2016-11-10 00:01:07,10,72,video,5683 58.20.14.170,2016-11-10 00:01:08,10,3561,video,5683 114.42.37.247,2016-11-10 00:01:08,10,54,video,6492 14.145.74.175,2016-11-10 00:01:08,10,72,video,678 36.46.203.138,2016-11-10 00:01:08,10,54,video,2633 58.20.14.170,2016-11-10 00:01:08,10,2230,video,5683 101.200.101.207,2016-11-10 00:01:08,10,4468,article,11325 58.20.14.170,2016-11-10 00:01:08,10,2195,video,5683 58.20.14.170,2016-11-10 00:01:08,10,3388,video,5683 124.225.62.61,2016-11-10 00:01:08,10,54,video,9704 117.173.0.113,2016-11-10 00:01:08,10,6784,video,8135 121.33.168.58,2016-11-10 00:01:08,10,67,video,1803 58.20.14.170,2016-11-10 00:01:08,10,324,video,5683 222.70.27.27,2016-11-10 00:01:08,10,67,video,4877 58.20.14.170,2016-11-10 00:01:08,10,347,video,5683 58.20.14.170,2016-11-10 00:01:08,10,348,video,5683 106.37.127.231,2016-11-10 00:01:08,10,72,video,8199 111.201.78.80,2016-11-10 00:01:08,10,54,video,2544 119.139.136.103,2016-11-10 00:01:08,10,54,video,4831 61.51.82.242,2016-11-10 00:01:09,10,67,video,8792 120.85.77.238,2016-11-10 00:01:09,10,54,video,7624 113.200.27.28,2016-11-10 00:01:09,10,54,video,2427 61.242.42.35,2016-11-10 00:01:09,10,54,video,4736 211.97.105.190,2016-11-10 00:01:09,10,141,video,13003 49.52.99.46,2016-11-10 00:01:09,10,54,video,2168 106.120.213.44,2016-11-10 00:01:09,10,54,video,7533 121.35.180.159,2016-11-10 00:01:09,10,54,video,9808 119.131.106.128,2016-11-10 00:01:09,10,54,video,8378 180.170.100.94,2016-11-10 00:01:09,10,67,video,1412 59.42.128.119,2016-11-10 00:01:09,10,54,video,5539 218.106.145.12,2016-11-10 00:01:09,10,67,video,9447 183.166.10.212,2016-11-10 00:01:09,10,54,video,5867 121.69.41.98,2016-11-10 00:01:09,10,54,video,2710 211.157.164.39,2016-11-10 00:01:09,10,54,video,1667 115.198.204.33,2016-11-10 00:01:10,10,54,video,2929 180.156.241.168,2016-11-10 00:01:10,10,54,video,3208 39.182.64.209,2016-11-10 00:01:10,10,54,video,3221 218.76.42.130,2016-11-10 00:01:10,10,54,video,11561 183.157.162.62,2016-11-10 00:01:10,10,54,video,9319 218.17.207.61,2016-11-10 00:01:10,10,54,video,8711 122.233.75.87,2016-11-10 00:01:10,10,54,video,5475 101.200.101.204,2016-11-10 00:01:10,10,4468,article,11325 183.39.154.199,2016-11-10 00:01:10,10,141,video,13097 122.96.31.8,2016-11-10 00:01:10,10,54,video,13097 182.150.161.68,2016-11-10 00:01:10,10,54,video,3725 117.174.26.224,2016-11-10 00:01:10,10,54,video,4525 59.172.176.158,2016-11-10 00:01:10,10,67,video,4030 221.221.55.197,2016-11-10 00:01:11,10,54,video,3734 39.186.247.142,2016-11-10 00:01:11,10,72,video,3237 140.207.223.189,2016-11-10 00:01:11,10,54,video,13192 120.52.92.2,2016-11-10 00:01:11,10,67,video,12342 219.73.46.243,2016-11-10 00:01:11,10,54,video,4547 115.193.172.253,2016-11-10 00:01:11,10,6589,video,3078 183.39.154.199,2016-11-10 00:01:11,10,67,video,13097 27.38.115.174,2016-11-10 00:01:11,10,54,video,4519 183.14.120.94,2016-11-10 00:01:11,10,54,video,12344 183.63.102.133,2016-11-10 00:01:11,10,54,video,5139 106.185.43.251,2016-11-10 00:01:11,10,54,video,11950 27.47.233.232,2016-11-10 00:01:11,10,54,video,889 110.52.221.73,2016-11-10 00:01:11,10,54,video,2212 112.64.61.162,2016-11-10 00:01:11,10,54,video,2872 222.210.3.220,2016-11-10 00:01:11,10,54,video,5986 121.33.48.151,2016-11-10 00:01:11,10,54,video,4932 36.110.49.98,2016-11-10 00:01:11,10,54,video,4188 183.17.254.189,2016-11-10 00:01:12,10,54,video,371 113.66.21.10,2016-11-10 00:01:12,10,54,video,11447 119.122.183.89,2016-11-10 00:01:12,10,72,video,3244 1.84.205.195,2016-11-10 00:01:12,10,54,video,1412 222.74.205.119,2016-11-10 00:01:12,10,54,video,2316 122.234.60.39,2016-11-10 00:01:12,10,54,video,11549 113.204.170.2,2016-11-10 00:01:12,10,67,video,2163 220.181.38.111,2016-11-10 00:01:12,10,54,video,3735 218.6.242.42,2016-11-10 00:01:12,10,54,video,10694 123.117.40.2,2016-11-10 00:01:12,10,54,video,13311 183.17.235.181,2016-11-10 00:01:13,10,54,video,12466 118.26.11.9,2016-11-10 00:01:13,10,68,video,10688 112.192.207.41,2016-11-10 00:01:13,10,54,video,12302 58.20.14.170,2016-11-10 00:01:13,10,72,video,5683 125.124.158.86,2016-11-10 00:01:13,10,67,video,2863 116.3.7.232,2016-11-10 00:01:13,10,54,video,9028 116.231.194.12,2016-11-10 00:01:13,10,72,video,2469 139.196.128.78,2016-11-10 00:01:13,10,524288,video,9478 125.120.150.55,2016-11-10 00:01:13,10,67,video,9902 122.225.227.162,2016-11-10 00:01:13,10,54,video,10683 119.131.143.179,2016-11-10 00:01:13,10,141,video,2401 58.250.245.239,2016-11-10 00:01:13,10,54,video,10750 117.151.49.48,2016-11-10 00:01:13,10,54,video,3399 58.20.14.170,2016-11-10 00:01:13,10,6417,video,5683 112.86.38.76,2016-11-10 00:01:13,10,54,video,2926 113.140.11.123,2016-11-10 00:01:13,10,54,video,1803 140.205.253.132,2016-11-10 00:01:13,10,524288,video,7557 58.243.193.233,2016-11-10 00:01:14,10,54,video,6468 182.84.104.185,2016-11-10 00:01:14,10,54,video,5170 113.65.125.190,2016-11-10 00:01:14,10,54,video,8602 118.207.107.228,2016-11-10 00:01:14,10,67,video,4962 183.17.254.189,2016-11-10 00:01:14,10,6637,video,371 223.104.11.225,2016-11-10 00:01:14,10,54,video,889 183.6.25.202,2016-11-10 00:01:14,10,54,video,13044 124.78.41.245,2016-11-10 00:01:14,10,54,video,13010 210.30.193.153,2016-11-10 00:01:14,10,67,video,3521 218.18.125.103,2016-11-10 00:01:14,10,54,video,12344 59.63.249.151,2016-11-10 00:01:14,10,54,video,633 119.225.142.2,2016-11-10 00:01:14,10,54,video,4345 139.196.128.67,2016-11-10 00:01:14,10,524288,video,13109 125.94.93.221,2016-11-10 00:01:14,10,72,video,4441 113.66.254.162,2016-11-10 00:01:14,10,54,video,5915 120.41.28.17,2016-11-10 00:01:14,10,67,video,13277 1.192.25.84,2016-11-10 00:01:14,10,54,video,5551 119.136.147.91,2016-11-10 00:01:14,10,54,video,7740 113.120.48.150,2016-11-10 00:01:14,10,67,video,2869 116.236.162.66,2016-11-10 00:01:14,10,54,video,8880 139.196.128.67,2016-11-10 00:01:14,10,524288,video,13109 124.200.190.34,2016-11-10 00:01:15,10,54,video,9025 223.93.140.242,2016-11-10 00:01:15,10,67,video,9905 36.33.5.19,2016-11-10 00:01:15,10,54,video,12504 223.20.138.152,2016-11-10 00:01:15,10,54,video,1818 115.192.189.58,2016-11-10 00:01:15,10,54,video,9904 124.200.190.34,2016-11-10 00:01:15,10,67,video,9022 59.47.8.126,2016-11-10 00:01:15,10,54,video,4526 163.125.235.161,2016-11-10 00:01:15,10,54,video,11257 60.22.87.125,2016-11-10 00:01:15,10,72,video,1336 116.231.133.23,2016-11-10 00:01:15,10,67,video,11822 116.19.167.208,2016-11-10 00:01:15,10,54,video,7550 124.200.190.34,2016-11-10 00:01:15,10,67,video,9025 120.198.231.151,2016-11-10 00:01:15,10,54,video,2544 101.81.225.61,2016-11-10 00:01:15,10,54,video,12479 60.191.99.129,2016-11-10 00:01:15,10,54,video,6000 113.119.8.170,2016-11-10 00:01:15,10,54,video,11820 219.82.203.225,2016-11-10 00:01:15,10,54,video,2183 183.39.154.199,2016-11-10 00:01:15,10,67,video,13097 58.213.93.130,2016-11-10 00:01:15,10,67,video,775 183.39.154.199,2016-11-10 00:01:15,10,6195,video,13097 116.231.194.12,2016-11-10 00:01:15,10,54,video,2469 120.198.231.154,2016-11-10 00:01:15,10,54,video,902 120.193.5.12,2016-11-10 00:01:15,10,54,video,11620 14.106.225.10,2016-11-10 00:01:16,10,54,video,7623 106.89.87.107,2016-11-10 00:01:16,10,54,video,2523 113.71.152.167,2016-11-10 00:01:16,10,54,video,2492 112.86.205.25,2016-11-10 00:01:16,10,54,video,2499 49.4.161.46,2016-11-10 00:01:16,10,54,video,12396 218.88.46.108,2016-11-10 00:01:16,10,54,video,12576 122.191.204.232,2016-11-10 00:01:16,10,54,video,6074 183.39.154.199,2016-11-10 00:01:16,10,2959,video,13098 58.22.61.92,2016-11-10 00:01:16,10,54,video,3727 183.39.154.199,2016-11-10 00:01:16,10,348,video,13098 183.63.97.232,2016-11-10 00:01:16,10,54,video,7557 39.179.202.119,2016-11-10 00:01:16,10,67,video,1546 14.23.9.50,2016-11-10 00:01:16,10,54,video,5118 221.221.148.132,2016-11-10 00:01:16,10,1041,video,13153 128.250.0.113,2016-11-10 00:01:16,10,68,video,6584 110.179.148.54,2016-11-10 00:01:16,10,54,video,11698 183.39.154.199,2016-11-10 00:01:16,10,2027,video,13098 221.221.148.132,2016-11-10 00:01:16,10,3991,video,13153 58.60.6.23,2016-11-10 00:01:16,10,54,video,2257 210.30.100.2,2016-11-10 00:01:16,10,68,video,11551 183.39.154.199,2016-11-10 00:01:16,10,72,video,13098 111.0.200.141,2016-11-10 00:01:16,10,67,video,3400 183.228.49.158,2016-11-10 00:01:16,10,54,video,9633 183.39.154.199,2016-11-10 00:01:16,10,74,video,13098 221.221.148.132,2016-11-10 00:01:16,10,2700,video,13153 183.60.175.193,2016-11-10 00:01:16,10,54,video,1805 183.39.154.199,2016-11-10 00:01:16,10,348,video,13098 119.131.143.179,2016-11-10 00:01:16,10,67,video,2401 113.118.96.208,2016-11-10 00:01:16,10,54,video,9022 221.130.253.135,2016-11-10 00:01:16,10,67,video,12302 183.39.154.199,2016-11-10 00:01:17,10,2804,video,13098 119.131.143.179,2016-11-10 00:01:17,10,9035,video,2401 183.39.154.199,2016-11-10 00:01:17,10,324,video,13098 183.39.154.199,2016-11-10 00:01:17,10,185,video,13098 118.249.208.191,2016-11-10 00:01:17,10,8589,video,12831 183.39.154.199,2016-11-10 00:01:17,10,106,video,13098 117.32.216.53,2016-11-10 00:01:17,10,54,video,3326 183.39.154.199,2016-11-10 00:01:17,10,6195,video,13098 183.39.154.199,2016-11-10 00:01:17,10,4941,video,13098 119.131.143.179,2016-11-10 00:01:17,10,2959,video,2402 183.16.11.146,2016-11-10 00:01:17,10,54,video,7226 183.24.141.90,2016-11-10 00:01:17,10,54,video,7214 183.39.154.199,2016-11-10 00:01:17,10,72,video,13098 119.131.143.179,2016-11-10 00:01:17,10,354,video,2402 118.249.208.191,2016-11-10 00:01:17,10,8589,video,12831 183.39.154.199,2016-11-10 00:01:17,10,66,video,13098 119.131.143.179,2016-11-10 00:01:17,10,1422,video,2402 115.60.82.2,2016-11-10 00:01:17,10,54,video,12572 101.40.215.190,2016-11-10 00:01:17,10,54,video,4906 114.91.111.210,2016-11-10 00:01:18,10,54,video,696 119.131.143.179,2016-11-10 00:01:18,10,17707,video,2402 183.39.154.199,2016-11-10 00:01:18,10,4947,video,13098 101.227.12.253,2016-11-10 00:01:18,10,54,video,5646 223.74.37.85,2016-11-10 00:01:18,10,54,video,5694 61.148.244.107,2016-11-10 00:01:18,10,54,video,4825 125.119.38.58,2016-11-10 00:01:18,10,54,video,12560 119.131.143.179,2016-11-10 00:01:18,10,2635,video,2402 119.131.143.179,2016-11-10 00:01:18,10,4471,video,2402 119.131.143.179,2016-11-10 00:01:18,10,66,video,2402 58.20.14.170,2016-11-10 00:01:18,10,6417,video,5683 119.131.143.179,2016-11-10 00:01:18,10,354,video,2402 111.137.134.93,2016-11-10 00:01:18,10,7233,video,2752 58.242.129.249,2016-11-10 00:01:18,10,54,video,7228 58.250.176.134,2016-11-10 00:01:18,10,54,video,9214 119.131.143.179,2016-11-10 00:01:18,10,72,video,2402 119.131.143.179,2016-11-10 00:01:18,10,4373,video,2402 1.203.177.243,2016-11-10 00:01:18,10,6050,video,7361 119.131.143.179,2016-11-10 00:01:18,10,1081,video,2402 183.39.54.240,2016-11-10 00:01:18,10,54,video,13263 119.131.143.179,2016-11-10 00:01:19,10,329,video,2402 59.53.31.168,2016-11-10 00:01:19,10,54,video,9495 36.33.5.19,2016-11-10 00:01:19,10,6833,video,12504 119.131.143.179,2016-11-10 00:01:19,10,390,video,2402 1.203.177.243,2016-11-10 00:01:19,10,72,video,7361 60.186.195.123,2016-11-10 00:01:19,10,54,video,3653 115.156.237.9,2016-11-10 00:01:19,10,67,video,8746 125.120.150.55,2016-11-10 00:01:19,10,54,video,2450 106.37.179.179,2016-11-10 00:01:19,10,54,video,1430 123.112.21.116,2016-11-10 00:01:19,10,54,video,4441 221.221.148.132,2016-11-10 00:01:19,10,72,video,13153 122.71.75.164,2016-11-10 00:01:19,10,141,video,3354 119.131.143.179,2016-11-10 00:01:19,10,9035,video,2402 221.221.148.132,2016-11-10 00:01:19,10,319,video,13153 106.38.51.208,2016-11-10 00:01:19,10,54,video,3720 221.221.148.132,2016-11-10 00:01:19,10,3991,video,13153 71.17.103.212,2016-11-10 00:01:19,10,67,video,7075 183.228.51.173,2016-11-10 00:01:19,10,54,video,12484 42.236.157.243,2016-11-10 00:01:19,10,54,video,10694 124.133.245.246,2016-11-10 00:01:19,10,67,video,10681 125.77.188.210,2016-11-10 00:01:19,10,54,video,9356 110.184.220.157,2016-11-10 00:01:19,10,54,video,10427 139.196.128.65,2016-11-10 00:01:19,10,524288,video,7974 221.221.148.132,2016-11-10 00:01:19,10,6287,video,13153 119.131.143.179,2016-11-10 00:01:19,10,72,video,2402 120.1.177.245,2016-11-10 00:01:20,10,67,video,3723 183.39.154.199,2016-11-10 00:01:20,10,6195,video,13098 120.52.94.104,2016-11-10 00:01:20,10,54,video,8217 221.221.148.132,2016-11-10 00:01:20,10,349,video,13153 117.89.227.188,2016-11-10 00:01:20,10,66,video,1336 121.35.185.119,2016-11-10 00:01:20,10,68,video,6161 61.173.68.158,2016-11-10 00:01:20,10,54,video,12534 221.221.148.132,2016-11-10 00:01:20,10,2256,video,13153 125.91.244.214,2016-11-10 00:01:20,10,54,video,1416 117.35.88.30,2016-11-10 00:01:20,10,54,video,5926 14.23.136.224,2016-11-10 00:01:20,10,67,video,2316 117.89.227.188,2016-11-10 00:01:20,10,1416,video,1336 221.221.148.132,2016-11-10 00:01:20,10,72,video,13153 117.89.227.188,2016-11-10 00:01:20,10,4192,video,1336 124.65.98.198,2016-11-10 00:01:20,10,54,video,9887 219.157.250.14,2016-11-10 00:01:20,10,54,video,1328 221.221.148.132,2016-11-10 00:01:20,10,74,video,13153 117.89.227.188,2016-11-10 00:01:20,10,72,video,1336 61.190.33.6,2016-11-10 00:01:20,10,67,video,2858 117.89.227.188,2016-11-10 00:01:20,10,4418,video,1336 117.89.227.188,2016-11-10 00:01:20,10,678,video,1336 101.95.153.34,2016-11-10 00:01:20,10,54,video,1716 112.93.198.226,2016-11-10 00:01:20,10,54,video,3520 125.118.5.247,2016-11-10 00:01:20,10,54,video,1990 117.89.227.188,2016-11-10 00:01:20,10,2263,video,1336 1.194.144.222,2016-11-10 00:01:20,10,54,video,3589 114.249.202.36,2016-11-10 00:01:20,10,67,video,12505 122.71.75.164,2016-11-10 00:01:21,10,67,video,3354 117.89.227.188,2016-11-10 00:01:21,10,328,video,1336 116.19.167.230,2016-11-10 00:01:21,10,54,video,2004 110.184.67.238,2016-11-10 00:01:21,10,54,video,5539 223.80.97.99,2016-11-10 00:01:21,10,67,video,5553 122.71.75.164,2016-11-10 00:01:21,10,7766,video,3354 117.89.227.188,2016-11-10 00:01:21,10,2227,video,1336 125.88.24.35,2016-11-10 00:01:21,10,54,video,1901 112.115.177.220,2016-11-10 00:01:21,10,54,video,4285 117.89.227.188,2016-11-10 00:01:21,10,306,video,1336 222.240.165.84,2016-11-10 00:01:21,10,54,video,3520 222.131.22.52,2016-11-10 00:01:21,10,67,video,2789 122.234.60.39,2016-11-10 00:01:21,10,8443,video,8837 124.205.212.177,2016-11-10 00:01:21,10,54,video,10505 122.71.75.164,2016-11-10 00:01:21,10,2958,video,3369 210.12.48.132,2016-11-10 00:01:21,10,54,video,11822 61.183.118.241,2016-11-10 00:01:21,10,54,video,7682 117.89.227.188,2016-11-10 00:01:21,10,313,video,1336 183.128.108.110,2016-11-10 00:01:21,10,54,video,1778 218.18.157.66,2016-11-10 00:01:21,10,297,video,3659 121.207.180.238,2016-11-10 00:01:21,10,54,video,2685 14.23.183.93,2016-11-10 00:01:21,10,54,video,8925 122.71.75.164,2016-11-10 00:01:21,10,358,video,3369 122.71.75.164,2016-11-10 00:01:21,10,66,video,3369 59.46.181.226,2016-11-10 00:01:21,10,54,video,2469 49.74.38.249,2016-11-10 00:01:21,10,141,video,634 115.220.63.20,2016-11-10 00:01:21,10,54,video,4375 124.90.145.106,2016-11-10 00:01:21,10,54,video,5691 122.71.75.164,2016-11-10 00:01:21,10,1214,video,3369 117.89.227.188,2016-11-10 00:01:21,10,6665,video,1336 122.71.75.164,2016-11-10 00:01:22,10,2345,video,3369 58.217.139.123,2016-11-10 00:01:22,10,54,video,12701 218.18.157.66,2016-11-10 00:01:22,10,2345,video,3659 221.234.230.60,2016-11-10 00:01:22,10,54,video,9088 122.71.75.164,2016-11-10 00:01:22,10,358,video,3369 122.71.75.164,2016-11-10 00:01:22,10,4004,video,3369 117.89.227.188,2016-11-10 00:01:22,10,72,video,1336 218.18.157.66,2016-11-10 00:01:22,10,297,video,3659 36.57.168.12,2016-11-10 00:01:22,10,54,video,7557 117.172.25.86,2016-11-10 00:01:22,10,54,video,6694 125.90.50.60,2016-11-10 00:01:22,10,54,video,3151 122.71.75.164,2016-11-10 00:01:22,10,2535,video,3369 117.100.121.159,2016-11-10 00:01:22,10,54,video,6711 114.249.199.177,2016-11-10 00:01:22,10,54,video,11551 218.18.157.66,2016-11-10 00:01:22,10,308,video,3659 122.71.75.164,2016-11-10 00:01:22,10,1650,video,3369 121.33.51.254,2016-11-10 00:01:22,10,54,video,6512 182.100.20.75,2016-11-10 00:01:22,10,54,video,3244 122.71.75.164,2016-11-10 00:01:22,10,328,video,3369 27.41.88.229,2016-11-10 00:01:22,10,54,video,2911 123.118.216.81,2016-11-10 00:01:22,10,54,video,6421 1.203.177.243,2016-11-10 00:01:22,10,6050,video,7361 122.71.75.164,2016-11-10 00:01:22,10,72,video,3369 218.18.157.66,2016-11-10 00:01:22,10,448,video,3659 122.71.75.164,2016-11-10 00:01:23,10,742,video,3369 117.169.140.25,2016-11-10 00:01:23,10,54,video,1412 122.71.75.164,2016-11-10 00:01:23,10,4481,video,3369 218.18.157.66,2016-11-10 00:01:23,10,1884,video,3659 122.71.75.164,2016-11-10 00:01:23,10,7766,video,3369 210.21.221.18,2016-11-10 00:01:23,10,54,video,11736 117.100.231.8,2016-11-10 00:01:23,10,190,video,4017 108.61.180.213,2016-11-10 00:01:23,10,54,video,6841 114.141.190.122,2016-11-10 00:01:23,10,67,video,13160 36.57.145.114,2016-11-10 00:01:23,10,54,video,13271 120.86.130.234,2016-11-10 00:01:23,10,54,video,8175 210.41.96.62,2016-11-10 00:01:23,10,54,video,3604 218.18.157.66,2016-11-10 00:01:23,10,395,video,3659 27.154.86.14,2016-11-10 00:01:23,10,54,video,7863 117.100.231.8,2016-11-10 00:01:23,10,3168,video,4017 113.65.160.153,2016-11-10 00:01:23,10,54,video,3370 123.150.205.98,2016-11-10 00:01:23,10,68,video,1758 122.71.75.164,2016-11-10 00:01:23,10,72,video,3369 106.120.124.49,2016-11-10 00:01:23,10,54,video,3471 36.110.17.19,2016-11-10 00:01:24,10,54,video,13160 61.51.82.242,2016-11-10 00:01:24,10,67,video,6606 120.198.231.151,2016-11-10 00:01:24,10,54,video,13315 125.90.50.156,2016-11-10 00:01:24,10,54,video,2147 222.72.45.34,2016-11-10 00:01:24,10,54,video,11425 180.102.214.19,2016-11-10 00:01:24,10,54,video,7743 171.13.241.97,2016-11-10 00:01:24,10,54074,video,5534 171.13.241.97,2016-11-10 00:01:24,10,3212,video,5534 58.63.21.177,2016-11-10 00:01:24,10,67,video,9332 118.249.208.191,2016-11-10 00:01:24,10,54,video,12831 171.13.241.97,2016-11-10 00:01:24,10,2950,video,5534 112.64.10.8,2016-11-10 00:01:24,10,54,video,3521 119.130.104.156,2016-11-10 00:01:24,10,54,video,5677 110.185.16.31,2016-11-10 00:01:24,10,54,video,8652 171.13.241.97,2016-11-10 00:01:24,10,205544,video,5534 182.201.172.107,2016-11-10 00:01:24,10,54,video,13249 180.161.236.98,2016-11-10 00:01:24,10,54,video,156 183.48.71.10,2016-11-10 00:01:24,10,54,video,10400 58.250.247.130,2016-11-10 00:01:24,10,67,video,2872 59.40.133.15,2016-11-10 00:01:24,10,54,video,12501 110.90.61.111,2016-11-10 00:01:24,10,54,video,179 119.145.15.156,2016-11-10 00:01:25,10,54,video,11050 183.54.198.81,2016-11-10 00:01:25,10,54,video,1625 116.22.115.108,2016-11-10 00:01:25,10,54,video,3301 27.46.6.191,2016-11-10 00:01:25,10,54,video,1681 125.92.121.122,2016-11-10 00:01:25,10,54,video,13339 222.92.141.18,2016-11-10 00:01:25,10,54,video,11689 118.112.58.228,2016-11-10 00:01:25,10,54,video,8491 218.109.108.228,2016-11-10 00:01:25,10,54,video,9669 182.18.117.210,2016-11-10 00:01:25,10,54,video,8515 111.161.148.23,2016-11-10 00:01:25,10,54,video,9566 183.240.20.42,2016-11-10 00:01:26,10,54,video,525 58.44.240.162,2016-11-10 00:01:26,10,54,video,12815 60.186.5.64,2016-11-10 00:01:26,10,54,video,11551 222.129.145.85,2016-11-10 00:01:26,10,54,video,10324 183.207.178.205,2016-11-10 00:01:26,10,54,video,7409 101.224.111.144,2016-11-10 00:01:26,10,54,video,3085 111.198.233.158,2016-11-10 00:01:26,10,54,video,2633 119.131.106.128,2016-11-10 00:01:26,10,67,video,8485 123.53.190.91,2016-11-10 00:01:26,10,54,video,11316 123.157.208.18,2016-11-10 00:01:26,10,67,video,12622 175.152.2.169,2016-11-10 00:01:26,10,141,video,2644 45.32.34.196,2016-11-10 00:01:26,10,67,video,6687 171.120.24.254,2016-11-10 00:01:26,10,54,video,2520 171.8.148.158,2016-11-10 00:01:26,10,54,video,8299 202.107.210.51,2016-11-10 00:01:26,10,68,video,1904 58.250.198.7,2016-11-10 00:01:26,10,54,video,6701 118.207.116.20,2016-11-10 00:01:26,10,54,video,3002 222.79.80.123,2016-11-10 00:01:27,10,54,video,4415 182.242.227.199,2016-11-10 00:01:27,10,67,video,1628 42.48.158.135,2016-11-10 00:01:27,10,54,video,703 125.120.150.55,2016-11-10 00:01:27,10,67,video,8286 59.46.175.212,2016-11-10 00:01:27,10,54,video,12680 222.137.65.229,2016-11-10 00:01:27,10,54,video,7544 210.12.145.219,2016-11-10 00:01:27,10,54,video,1689 222.128.172.20,2016-11-10 00:01:27,10,54,video,10061 117.89.227.188,2016-11-10 00:01:27,10,6665,video,1336 210.30.58.22,2016-11-10 00:01:27,10,54,video,8152 119.130.185.151,2016-11-10 00:01:27,10,54,video,5647 124.65.98.198,2016-11-10 00:01:27,10,54,video,5987 61.142.10.231,2016-11-10 00:01:27,10,54,video,12482 14.153.236.58,2016-11-10 00:01:27,10,320,video,6689 14.153.236.58,2016-11-10 00:01:27,10,4166,video,6689 223.93.140.242,2016-11-10 00:01:28,10,67,video,9813 14.153.236.58,2016-11-10 00:01:28,10,66,video,6689 27.38.44.210,2016-11-10 00:01:28,10,54,video,816 14.153.236.58,2016-11-10 00:01:28,10,10732,video,6689 222.80.96.74,2016-11-10 00:01:28,10,54,video,1326 220.181.38.110,2016-11-10 00:01:28,10,54,video,12886 14.153.236.58,2016-11-10 00:01:28,10,2612,video,6689 61.183.118.245,2016-11-10 00:01:28,10,54,video,2752 14.153.236.58,2016-11-10 00:01:28,10,914,video,6689 125.90.50.87,2016-11-10 00:01:28,10,54,video,9579 117.41.234.99,2016-11-10 00:01:28,10,67,video,1091 120.198.231.151,2016-11-10 00:01:28,10,342,video,5644 120.198.231.151,2016-11-10 00:01:28,10,66,video,5644 14.153.236.58,2016-11-10 00:01:28,10,72,video,6689 120.198.231.151,2016-11-10 00:01:28,10,2959,video,5644 120.198.231.150,2016-11-10 00:01:28,10,54,video,10692 42.236.157.243,2016-11-10 00:01:28,10,67,video,10694 14.153.236.58,2016-11-10 00:01:28,10,74,video,6689 140.205.253.145,2016-11-10 00:01:28,10,524288,video,5609 14.153.236.58,2016-11-10 00:01:28,10,179,video,6689 219.243.215.194,2016-11-10 00:01:28,10,54,video,774 120.198.231.151,2016-11-10 00:01:28,10,1052,video,5644 120.196.62.207,2016-11-10 00:01:28,10,54,video,6510 14.153.236.58,2016-11-10 00:01:29,10,320,video,6689 175.152.2.169,2016-11-10 00:01:29,10,67,video,2644 115.192.161.60,2016-11-10 00:01:29,10,54,video,12897 112.64.60.228,2016-11-10 00:01:29,10,54,video,5433 113.107.163.197,2016-11-10 00:01:29,10,54,video,2808 122.71.75.164,2016-11-10 00:01:29,10,7766,video,3369 58.241.76.18,2016-11-10 00:01:29,10,2635,video,1802 175.152.2.169,2016-11-10 00:01:29,10,5,video,2644 120.198.231.151,2016-11-10 00:01:29,10,342,video,5644 110.88.48.16,2016-11-10 00:01:29,10,54,video,1762 123.157.217.162,2016-11-10 00:01:29,10,67,video,4417 117.41.234.99,2016-11-10 00:01:29,10,67,video,1202 60.191.78.148,2016-11-10 00:01:29,10,67,video,5478 120.198.231.151,2016-11-10 00:01:29,10,4849,video,5644 42.248.114.145,2016-11-10 00:01:29,10,54,video,4242 175.152.2.169,2016-11-10 00:01:29,10,8182,video,2644 80.78.215.116,2016-11-10 00:01:29,10,67,video,9905 125.120.150.55,2016-11-10 00:01:29,10,67,video,8286 111.37.29.165,2016-11-10 00:01:29,10,67,video,8413 14.153.236.58,2016-11-10 00:01:29,10,6777,video,6689 101.200.101.21,2016-11-10 00:01:29,10,524288,video,10506 58.241.76.18,2016-11-10 00:01:29,10,95,video,1802 218.245.66.245,2016-11-10 00:01:29,10,54,video,10674 120.196.62.207,2016-11-10 00:01:29,10,67,video,4525 113.120.49.46,2016-11-10 00:01:30,10,54,video,6206 182.242.227.199,2016-11-10 00:01:30,10,54,video,1626 120.198.231.151,2016-11-10 00:01:30,10,1921,video,5644 101.200.101.21,2016-11-10 00:01:30,10,524288,video,10506 114.251.179.129,2016-11-10 00:01:30,10,54,video,10450 113.132.11.88,2016-11-10 00:01:30,10,54,video,5664 115.171.143.119,2016-11-10 00:01:30,10,54,video,4713 115.199.179.156,2016-11-10 00:01:30,10,54,video,7099 120.52.92.3,2016-11-10 00:01:30,10,141,video,11288 220.181.38.112,2016-11-10 00:01:30,10,54,video,2475 183.5.244.42,2016-11-10 00:01:30,10,54,video,2474 59.172.176.229,2016-11-10 00:01:30,10,54,video,1328 218.205.169.193,2016-11-10 00:01:30,10,54,video,7950 59.172.142.93,2016-11-10 00:01:30,10,54,video,7704 219.143.13.59,2016-11-10 00:01:30,10,67,video,9547 14.153.236.58,2016-11-10 00:01:30,10,72,video,6689 39.176.195.5,2016-11-10 00:01:31,10,54,video,2687 122.224.33.106,2016-11-10 00:01:31,10,54,video,1455 61.141.142.19,2016-11-10 00:01:31,10,54,video,2882 116.233.89.239,2016-11-10 00:01:31,10,54,video,4708 1.85.61.18,2016-11-10 00:01:31,10,54,video,6578 58.209.20.172,2016-11-10 00:01:31,10,54,video,2174 112.80.186.13,2016-11-10 00:01:31,10,54,video,3345 120.210.189.251,2016-11-10 00:01:31,10,54,video,11224 119.131.143.179,2016-11-10 00:01:31,10,9035,video,2402 219.150.53.96,2016-11-10 00:01:31,10,54,video,1709 114.248.224.214,2016-11-10 00:01:31,10,67,video,1308 117.166.15.72,2016-11-10 00:01:31,10,54,video,4323 114.248.224.214,2016-11-10 00:01:31,10,6690,video,1308 110.80.26.230,2016-11-10 00:01:31,10,54,video,12481 58.62.103.176,2016-11-10 00:01:32,10,67,video,6429 222.212.194.52,2016-11-10 00:01:32,10,54,video,5615 182.18.111.38,2016-11-10 00:01:32,10,54,video,4451 114.249.93.42,2016-11-10 00:01:32,10,54,video,11950 113.246.94.4,2016-11-10 00:01:32,10,54,video,773 119.145.72.168,2016-11-10 00:01:32,10,54,video,6209 114.248.224.214,2016-11-10 00:01:32,10,2958,video,1309 113.87.230.207,2016-11-10 00:01:32,10,67,video,9802 117.100.231.8,2016-11-10 00:01:32,10,141,video,4017 118.207.116.20,2016-11-10 00:01:32,10,72,video,3002 222.168.40.123,2016-11-10 00:01:32,10,67,video,12883 49.74.38.249,2016-11-10 00:01:32,10,67,video,634 211.80.86.94,2016-11-10 00:01:32,10,67,video,5288 220.240.226.90,2016-11-10 00:01:32,10,54,video,2634 114.248.224.214,2016-11-10 00:01:32,10,339,video,1309 123.234.233.109,2016-11-10 00:01:32,10,67,video,11225 221.221.202.248,2016-11-10 00:01:32,10,54,video,3345 113.109.214.12,2016-11-10 00:01:32,10,54,video,10802 27.38.0.184,2016-11-10 00:01:32,10,54,video,7198 114.248.224.214,2016-11-10 00:01:32,10,1246,video,1309 124.127.79.228,2016-11-10 00:01:32,10,54,video,9819 101.40.175.228,2016-11-10 00:01:32,10,54,video,12905 116.243.183.21,2016-11-10 00:01:32,10,54,video,9970 220.198.208.176,2016-11-10 00:01:32,10,54,video,2789 114.248.224.214,2016-11-10 00:01:33,10,1955,video,1309 114.248.224.214,2016-11-10 00:01:33,10,519,video,1309 111.172.46.191,2016-11-10 00:01:33,10,54,video,1708 222.173.219.54,2016-11-10 00:01:33,10,54,video,5941 114.248.224.214,2016-11-10 00:01:33,10,339,video,1309 114.248.224.214,2016-11-10 00:01:33,10,306,video,1309 139.196.128.78,2016-11-10 00:01:33,10,524288,video,9478 39.179.202.119,2016-11-10 00:01:33,10,54,video,2159 58.250.198.10,2016-11-10 00:01:33,10,54,video,6712 221.221.223.134,2016-11-10 00:01:33,10,54,video,371 42.243.70.197,2016-11-10 00:01:33,10,54,video,4188 114.248.224.214,2016-11-10 00:01:33,10,323,video,1309 58.33.184.252,2016-11-10 00:01:33,10,67,video,4247 113.132.11.206,2016-11-10 00:01:33,10,54,video,11823 218.65.215.17,2016-11-10 00:01:33,10,54,video,11041 114.248.224.214,2016-11-10 00:01:33,10,2700,video,1309 114.248.224.214,2016-11-10 00:01:33,10,3421,video,1309 114.248.224.214,2016-11-10 00:01:33,10,66,video,1309 140.207.223.190,2016-11-10 00:01:33,10,54,video,3665 114.248.224.214,2016-11-10 00:01:33,10,3421,video,1309 183.4.176.116,2016-11-10 00:01:33,10,54,video,2427 114.248.224.214,2016-11-10 00:01:33,10,72,video,1309 122.224.33.97,2016-11-10 00:01:33,10,54,video,3016 123.149.32.122,2016-11-10 00:01:33,10,54,video,3645 211.83.242.122,2016-11-10 00:01:33,10,54,video,4451 106.5.219.134,2016-11-10 00:01:33,10,54,video,7479 182.100.26.109,2016-11-10 00:01:33,10,54,video,11709 114.248.224.214,2016-11-10 00:01:33,10,6690,video,1309 101.40.175.228,2016-11-10 00:01:34,10,67,video,11716 61.51.82.242,2016-11-10 00:01:34,10,54,video,3262 121.69.23.250,2016-11-10 00:01:34,10,54,video,12495 218.88.29.153,2016-11-10 00:01:34,10,54,video,1446 117.41.234.99,2016-11-10 00:01:34,10,54,video,1092 113.57.24.53,2016-11-10 00:01:34,10,54,video,2523 60.191.99.129,2016-11-10 00:01:34,10,54,video,3520 115.156.142.179,2016-11-10 00:01:34,10,54,video,12280 223.21.111.79,2016-11-10 00:01:34,10,54,video,11714 111.132.18.241,2016-11-10 00:01:34,10,54,video,3473 71.17.103.212,2016-11-10 00:01:34,10,67,video,7075 14.23.188.111,2016-11-10 00:01:34,10,54,video,2418 125.88.24.91,2016-11-10 00:01:34,10,54,video,1501 115.193.172.253,2016-11-10 00:01:34,10,72,video,3078 112.12.192.150,2016-11-10 00:01:34,10,54,video,1861 113.91.162.210,2016-11-10 00:01:34,10,67,video,1809 14.23.136.224,2016-11-10 00:01:34,10,54,video,2316 125.122.26.81,2016-11-10 00:01:35,10,54,video,3225 183.240.20.251,2016-11-10 00:01:35,10,54,video,3225 117.136.39.218,2016-11-10 00:01:35,10,54,video,1414 121.35.2.128,2016-11-10 00:01:35,10,54,video,12580 222.76.251.186,2016-11-10 00:01:35,10,54,video,11725 140.205.253.137,2016-11-10 00:01:35,10,524288,video,13181 14.28.139.202,2016-11-10 00:01:35,10,54,video,7727 171.37.141.121,2016-11-10 00:01:35,10,54,video,12163 180.173.242.43,2016-11-10 00:01:35,10,54,video,6046 223.20.63.251,2016-11-10 00:01:35,10,54,video,3246 27.42.25.21,2016-11-10 00:01:35,10,67,video,9888 113.87.161.137,2016-11-10 00:01:35,10,141,video,8006 183.66.87.224,2016-11-10 00:01:35,10,54,video,12133 220.168.79.189,2016-11-10 00:01:35,10,54,video,13038 175.10.206.212,2016-11-10 00:01:35,10,54,video,3956 118.207.116.20,2016-11-10 00:01:35,10,72,video,3002 112.10.27.228,2016-11-10 00:01:35,10,828,article,3669 112.10.27.228,2016-11-10 00:01:35,10,549,article,3669 112.10.27.228,2016-11-10 00:01:35,10,16756,article,3669 111.196.209.12,2016-11-10 00:01:35,10,54,video,11443 112.10.27.228,2016-11-10 00:01:35,10,498,article,3669 112.10.27.228,2016-11-10 00:01:35,10,12541,article,3669 171.8.199.118,2016-11-10 00:01:35,10,68,video,3738 112.10.27.228,2016-11-10 00:01:35,10,9800,article,3669 120.52.94.106,2016-11-10 00:01:36,10,54,video,678 112.10.27.228,2016-11-10 00:01:36,10,628,article,3669 112.10.27.228,2016-11-10 00:01:36,10,591,article,3669 112.10.27.228,2016-11-10 00:01:36,10,2951,article,3669 112.10.27.228,2016-11-10 00:01:36,10,270967,article,3669 117.100.231.8,2016-11-10 00:01:36,10,67,video,4017 182.138.128.41,2016-11-10 00:01:36,10,330,video,11239 182.138.128.41,2016-11-10 00:01:36,10,3892,video,11239 182.138.128.41,2016-11-10 00:01:36,10,66,video,11239 101.200.101.21,2016-11-10 00:01:36,10,524288,video,10506 182.138.128.41,2016-11-10 00:01:36,10,2959,video,11239 112.64.60.41,2016-11-10 00:01:36,10,54,video,4366 117.100.231.8,2016-11-10 00:01:36,10,7269,video,4017 112.10.27.228,2016-11-10 00:01:36,10,4468,article,3669 112.10.27.228,2016-11-10 00:01:36,10,2023,article,3669 182.138.128.41,2016-11-10 00:01:36,10,72,video,11239 114.242.167.68,2016-11-10 00:01:36,10,6511,video,4451 221.237.87.40,2016-11-10 00:01:36,10,54,video,8809 112.10.27.228,2016-11-10 00:01:36,10,18906,article,3669 1.85.61.37,2016-11-10 00:01:36,10,54,video,7212 112.10.27.228,2016-11-10 00:01:36,10,5102,article,3669 182.139.108.80,2016-11-10 00:01:36,10,54,video,1459 101.200.101.31,2016-11-10 00:01:36,10,524288,video,8175 182.138.128.41,2016-11-10 00:01:36,10,113,video,11239 114.248.224.214,2016-11-10 00:01:36,10,72,video,1309 182.138.128.41,2016-11-10 00:01:36,10,2614,video,11239 112.10.27.228,2016-11-10 00:01:36,10,890,article,3669 182.138.128.41,2016-11-10 00:01:36,10,330,video,11239 182.138.128.41,2016-11-10 00:01:36,10,643,video,11239 113.119.10.98,2016-11-10 00:01:36,10,67,video,6224 58.249.67.242,2016-11-10 00:01:37,10,54,video,11014 182.138.128.41,2016-11-10 00:01:37,10,303,video,11239 182.138.128.41,2016-11-10 00:01:37,10,318,video,11239 120.41.120.245,2016-11-10 00:01:37,10,54,video,5984 58.217.165.114,2016-11-10 00:01:37,10,54,video,10692 117.100.231.8,2016-11-10 00:01:37,10,2957,video,4018 182.138.128.41,2016-11-10 00:01:37,10,1541,video,11239 121.69.23.250,2016-11-10 00:01:37,10,67,video,12495 182.138.128.41,2016-11-10 00:01:37,10,74,video,11239 123.151.12.154,2016-11-10 00:01:37,10,3493,video,5865 182.138.128.41,2016-11-10 00:01:37,10,72,video,11239 39.159.109.210,2016-11-10 00:01:37,10,54,video,6203 222.73.202.154,2016-11-10 00:01:37,10,68,video,12678 61.152.132.230,2016-11-10 00:01:37,10,54,video,6495 182.138.128.41,2016-11-10 00:01:37,10,6207,video,11239 116.235.102.120,2016-11-10 00:01:37,10,54,video,8999 58.246.74.211,2016-11-10 00:01:37,10,67,video,11731 222.65.226.176,2016-11-10 00:01:37,10,54,video,10511 123.151.12.154,2016-11-10 00:01:37,10,2957,video,5866 218.106.145.12,2016-11-10 00:01:37,10,54,video,9447 110.65.101.188,2016-11-10 00:01:37,10,67,video,6721 117.100.231.8,2016-11-10 00:01:37,10,357,video,4018 116.237.53.200,2016-11-10 00:01:37,10,54,video,4161 27.41.69.240,2016-11-10 00:01:38,10,67,video,11610 58.217.165.114,2016-11-10 00:01:38,10,67,video,10690 71.17.103.212,2016-11-10 00:01:38,10,67,video,7075 117.100.231.8,2016-11-10 00:01:38,10,66,video,4018 117.100.231.8,2016-11-10 00:01:38,10,951,video,4018 49.77.220.79,2016-11-10 00:01:38,10,54,video,1102 117.100.231.8,2016-11-10 00:01:38,10,5363,video,4018 58.63.21.177,2016-11-10 00:01:38,10,54,video,10314 117.100.231.8,2016-11-10 00:01:38,10,894,video,4018 120.198.231.152,2016-11-10 00:01:38,10,54,video,1803 117.100.231.8,2016-11-10 00:01:38,10,5155,video,4018 117.100.231.8,2016-11-10 00:01:38,10,2286,video,4018 71.17.103.212,2016-11-10 00:01:38,10,6260,video,7075 121.207.222.221,2016-11-10 00:01:38,10,54,video,9328 39.187.166.65,2016-11-10 00:01:38,10,54,video,3632 117.100.231.8,2016-11-10 00:01:38,10,2536,video,4018 171.216.69.80,2016-11-10 00:01:38,10,54,video,8714 123.119.218.242,2016-11-10 00:01:38,10,54,video,13013 223.81.137.65,2016-11-10 00:01:38,10,54,video,7303 117.100.231.8,2016-11-10 00:01:38,10,357,video,4018 192.240.123.193,2016-11-10 00:01:38,10,67,video,12881 117.100.231.8,2016-11-10 00:01:38,10,72,video,4018 116.24.24.10,2016-11-10 00:01:38,10,54,video,2910 117.100.231.8,2016-11-10 00:01:38,10,1092,video,4018 114.248.224.214,2016-11-10 00:01:39,10,4022,video,1309 113.143.158.241,2016-11-10 00:01:39,10,141,video,4299 36.5.155.118,2016-11-10 00:01:39,10,54,video,4251 114.248.224.214,2016-11-10 00:01:39,10,13241,video,1309 117.100.231.8,2016-11-10 00:01:39,10,321,video,4018 39.186.247.142,2016-11-10 00:01:39,10,7227,video,3237 119.123.177.2,2016-11-10 00:01:39,10,54,video,6420 110.80.187.200,2016-11-10 00:01:39,10,54,video,8356 114.24.40.251,2016-11-10 00:01:39,10,54,video,1059 14.127.27.212,2016-11-10 00:01:39,10,54,video,10686 113.87.161.137,2016-11-10 00:01:39,10,67,video,8006 49.72.238.254,2016-11-10 00:01:39,10,54,video,2664 115.231.148.38,2016-11-10 00:01:39,10,54,video,5645 106.39.200.44,2016-11-10 00:01:39,10,54,video,9579 222.178.202.108,2016-11-10 00:01:39,10,54,video,2861 115.174.68.92,2016-11-10 00:01:39,10,54,video,9809 183.204.48.118,2016-11-10 00:01:39,10,54,video,8212 119.130.229.205,2016-11-10 00:01:39,10,54,video,4761 59.41.95.198,2016-11-10 00:01:39,10,54,video,9023 101.38.157.182,2016-11-10 00:01:39,10,67,video,2163 221.226.97.31,2016-11-10 00:01:40,10,54,video,5139 202.107.210.51,2016-11-10 00:01:40,10,68,video,8476 183.185.57.58,2016-11-10 00:01:40,10,54,video,10679 140.207.223.186,2016-11-10 00:01:40,10,54,video,13310 101.39.103.224,2016-11-10 00:01:40,10,54,video,1412 140.207.223.186,2016-11-10 00:01:40,10,67,video,5609 202.107.210.51,2016-11-10 00:01:40,10,68,video,3380 210.30.109.61,2016-11-10 00:01:40,10,54,video,9819 202.118.102.15,2016-11-10 00:01:40,10,54,video,8141 116.227.96.89,2016-11-10 00:01:40,10,54,video,7600 118.113.41.210,2016-11-10 00:01:40,10,54,video,1054 119.129.80.141,2016-11-10 00:01:40,10,54,video,13048 171.34.223.23,2016-11-10 00:01:40,10,54,video,9813 95.85.18.128,2016-11-10 00:01:40,10,67,video,12302 117.152.76.120,2016-11-10 00:01:40,10,54,video,2667 60.29.171.162,2016-11-10 00:01:41,10,54,video,8913 180.175.49.155,2016-11-10 00:01:41,10,54,video,3665 113.143.158.241,2016-11-10 00:01:41,10,67,video,4299 183.128.139.254,2016-11-10 00:01:41,10,54,video,365 115.60.4.28,2016-11-10 00:01:41,10,67,video,10198 58.132.202.208,2016-11-10 00:01:41,10,54,video,10710 113.143.158.241,2016-11-10 00:01:41,10,6686,video,4299 222.65.233.105,2016-11-10 00:01:41,10,67,video,1627 122.91.39.170,2016-11-10 00:01:41,10,54,video,9366 113.143.158.241,2016-11-10 00:01:41,10,2958,video,4311 112.10.127.193,2016-11-10 00:01:41,10,67,video,1090 123.124.147.8,2016-11-10 00:01:41,10,54,video,5677 120.198.231.151,2016-11-10 00:01:41,10,141,video,4242 113.143.158.241,2016-11-10 00:01:41,10,377,video,4311 113.67.224.172,2016-11-10 00:01:41,10,54,video,818 113.143.158.241,2016-11-10 00:01:41,10,752,video,4311 113.143.158.241,2016-11-10 00:01:41,10,66,video,4311 113.143.158.241,2016-11-10 00:01:41,10,395,video,4311 113.143.158.241,2016-11-10 00:01:41,10,3416,video,4311 113.97.199.198,2016-11-10 00:01:41,10,67,video,772 113.143.158.241,2016-11-10 00:01:41,10,2345,video,4311 111.0.200.141,2016-11-10 00:01:41,10,54,video,7558 111.201.78.80,2016-11-10 00:01:41,10,67,video,2452 113.143.158.241,2016-11-10 00:01:41,10,332,video,4311 27.38.60.148,2016-11-10 00:01:41,10,54,video,4650 182.138.128.41,2016-11-10 00:01:41,10,6207,video,11239 113.143.158.241,2016-11-10 00:01:42,10,348,video,4311 58.217.142.142,2016-11-10 00:01:42,10,72,video,6045 58.217.142.142,2016-11-10 00:01:42,10,66,video,6045 202.119.41.28,2016-11-10 00:01:42,10,67,video,2801 60.12.51.243,2016-11-10 00:01:42,10,54,video,6565 58.213.112.35,2016-11-10 00:01:42,10,54,video,5656 124.239.251.50,2016-11-10 00:01:42,10,67,video,2544 71.17.103.212,2016-11-10 00:01:42,10,2959,video,7076 113.14.0.15,2016-11-10 00:01:42,10,54,video,10811 27.38.115.174,2016-11-10 00:01:42,10,67,video,5986 120.236.154.86,2016-11-10 00:01:42,10,54,video,3653 58.217.142.142,2016-11-10 00:01:42,10,1953,video,6045 116.232.174.6,2016-11-10 00:01:42,10,54,video,2473 113.143.158.241,2016-11-10 00:01:42,10,6686,video,4311 171.217.47.216,2016-11-10 00:01:42,10,0,article,1204 202.119.41.28,2016-11-10 00:01:42,10,9013,video,2801 58.213.102.242,2016-11-10 00:01:42,10,54,video,9584 112.64.60.127,2016-11-10 00:01:42,10,54,video,9819 58.217.142.142,2016-11-10 00:01:42,10,3750,video,6045 113.143.158.241,2016-11-10 00:01:42,10,1296,video,4311 58.217.142.142,2016-11-10 00:01:42,10,179,video,6045 218.26.154.77,2016-11-10 00:01:42,10,54,video,1628 114.214.182.197,2016-11-10 00:01:42,10,67,video,1092 171.217.47.216,2016-11-10 00:01:42,10,2023,article,1204 113.143.158.241,2016-11-10 00:01:42,10,72,video,4311 125.85.67.44,2016-11-10 00:01:42,10,54,video,5224 58.217.142.142,2016-11-10 00:01:42,10,2353,video,6045 58.61.235.7,2016-11-10 00:01:42,10,54,video,10421 58.217.142.142,2016-11-10 00:01:42,10,634,video,6045 113.143.158.241,2016-11-10 00:01:42,10,377,video,4311 202.119.41.28,2016-11-10 00:01:42,10,2956,video,2801 118.198.203.49,2016-11-10 00:01:42,10,54,video,1478 61.142.10.231,2016-11-10 00:01:42,10,67,video,12483 14.156.71.170,2016-11-10 00:01:42,10,54,video,9906 117.23.82.56,2016-11-10 00:01:43,10,54,video,6845 113.143.158.241,2016-11-10 00:01:43,10,72,video,4311 140.205.253.137,2016-11-10 00:01:43,10,524288,video,4029 60.186.39.35,2016-11-10 00:01:43,10,67,video,7704 116.31.61.97,2016-11-10 00:01:43,10,67,video,4596 113.143.158.241,2016-11-10 00:01:43,10,4091,video,4311 222.209.9.194,2016-11-10 00:01:43,10,54,video,12535 202.119.41.28,2016-11-10 00:01:43,10,360,video,2801 163.125.235.161,2016-11-10 00:01:43,10,67,video,11639 119.131.143.179,2016-11-10 00:01:43,10,67,video,2402 202.119.41.28,2016-11-10 00:01:43,10,1422,video,2801 71.17.103.212,2016-11-10 00:01:43,10,66,video,7076 202.119.41.28,2016-11-10 00:01:43,10,66,video,2801 119.131.143.179,2016-11-10 00:01:43,10,12233,video,2402 60.186.194.249,2016-11-10 00:01:43,10,67,video,8643 202.119.41.28,2016-11-10 00:01:43,10,89,video,2801 117.100.231.8,2016-11-10 00:01:43,10,72,video,4018 59.172.246.60,2016-11-10 00:01:43,10,54,video,9820 58.217.142.142,2016-11-10 00:01:43,10,0,video,6045 58.217.142.142,2016-11-10 00:01:43,10,0,video,6045 60.176.120.135,2016-11-10 00:01:43,10,54,video,816 60.12.51.243,2016-11-10 00:01:43,10,67,video,6565 103.204.172.213,2016-11-10 00:01:43,10,54,video,7831 71.17.103.212,2016-11-10 00:01:43,10,516,video,7076 140.205.253.145,2016-11-10 00:01:43,10,524288,video,5609 118.250.42.145,2016-11-10
PS:给王建民老师：上课可以多讲些东西，让我们自学固然有好处，但是当我们走了弯路会浪费很多时间，我觉得这些时间可以用来学习更多别的东西！！
