ELK的高级篇（测试记录各种日志） - 可口_可乐

一、elk架构已经完成情况情况下

访问限制：加个x-pack插件

1）一个脚本收集多个日志，if 判断写入es的索引

[root@k8s6 conf.d]# cat file.conf
input {
    file{
        path => ["/var/log/messages", "/var/log/secure"]
        type => "system-log"
        start_position => "beginning"
    }
    file{
        path => ["/var/log/elasticsearch/myes.log"]
        type => "es-log"
        start_position => "beginning"
    }
}

filter{
}

output{
    if [type] == "system-log" {
        elasticsearch {
            hosts => ["192.168.10.22:9200"]
            index => "system-log-%{+YYYY.MM}"
        }
    }    
    if [type] == "es-log" {
        elasticsearch {
            hosts => ["192.168.10.22:9200"]
            index => "es-log-%{+YYYY.MM}"
        }
    }
}

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[root@k8s6 conf.d]# /opt/logstash/bin/logstash -f /etc/logstash/conf.d/file.conf 启动去kibana查看

Java日志为多行一个事件，需要被处理

2）调试遇到中括号就为一个事件

[root@k8s6 conf.d]# cat /etc/logstash/conf.d/codec.conf 
input {
    stdin {
        codec => multiline{
            pattern => "^\["
            negate => true
            what => "previous"
        }
    }
}

filter{
}

output{
    stdout {
        codec => rubydebug
    }
}

codec.conf

启动测试

[root@k8s6 conf.d]# /opt/logstash/bin/logstash -f /etc/logstash/conf.d/codec.conf 
Settings: Default pipeline workers: 4
Pipeline main started
[你好啊
gitd^H^Hgird
hei, hai
[
{
    "@timestamp" => "2019-03-15T11:52:51.012Z",
       "message" => "[你好啊\ngitd\b\bgird\nhei, hai",
      "@version" => "1",
          "tags" => [
        [0] "multiline"
    ],
          "host" => "k8s6"
}

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3）修改file文件，记录Java日志（es的日志）添加了codec参数

[root@k8s6 ~]# cat /etc/logstash/conf.d/file.conf
input {
    file{
        path => ["/var/log/messages", "/var/log/secure"]
        type => "system-log"
        start_position => "beginning"
    }
    file{
        path => ["/var/log/elasticsearch/myes.log"]
        type => "es-log"
        start_position => "beginning"
                codec => multiline{
            pattern => "^\["
            negate => true
            what => "previous"
        }
    }
}

filter{
}

output{
    if [type] == "system-log" {
        elasticsearch {
            hosts => ["192.168.10.22:9200"]
            index => "system-log-%{+YYYY.MM}"
        }
    }    
    if [type] == "es-log" {
        elasticsearch {
            hosts => ["192.168.10.22:9200"]
            index => "es-log-%{+YYYY.MM}"
        }
    }
}

file.conf

启动之前，需要删除之前启动生成文件内容，由于在前台启动的，默认在家目录的隐藏文件 ls /root/ -a

正常在后台启动下: ls /var/lib/logstash/ -a

并且还要去es的head插件删除该节点

4）删除2内容和节点后，再次启动服务

[root@k8s6 ~]# /opt/logstash/bin/logstash -f /etc/logstash/conf.d/file.conf

java的多行日志被分开

二、监控nginx日志

1）快速安装nginx

寻找：https://mirrors.aliyun.com/epel/

yum install -y nginx
wget https://mirrors.aliyun.com/epel/epel-release-latest-7.noarch.rpm
yum install wget -y
wget https://mirrors.aliyun.com/epel/epel-release-latest-7.noarch.rpm
rpm -ivh epel-release-latest-7.noarch.rpm 
yum instal nginx -y

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2）修改配置文件，存为json数据，只修改了部分

http {
    log_format  main  '$remote_addr - $remote_user [$time_local] "$request" '
                      '$status $body_bytes_sent "$http_referer" '
                      '"$http_user_agent" "$http_x_forwarded_for"';

    log_format access_log_json  '{"user_ip":"$http_x_real_ip","lan_ip":"$remote_addr","log_time":"$time_iso8601","user_req":"$request","http_code":"$status","body_bytes_sent":"$body_bytes_sent","req_time":"$request_time","user_ua":"$http_user_agent"}';

    access_log  /var/log/nginx/access_log_json.log  access_log_json;

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3）屏幕输出nginx日志

[root@node01 conf.d]# cat /etc/logstash/conf.d/nginx.conf 
input{
    file {
        path => "/var/log/nginx/access_log_json.log"
        codec => "json"
    }
}
filter{
}
output{
    stdout {
        codec => rubydebug
    }
}

nginx.conf

启动调试模式，测试

[root@node01 conf.d]# /opt/logstash/bin/logstash -f /etc/logstash/conf.d/nginx.conf 
Settings: Default pipeline workers: 4
Pipeline main started
{
            "user_ip" => "-",
             "lan_ip" => "10.8.0.18",
           "log_time" => "2019-03-16T00:57:19+08:00",
           "user_req" => "GET / HTTP/1.1",
          "http_code" => "304",
    "body_bytes_sent" => "0",
           "req_time" => "0.000",
            "user_ua" => "Mozilla/5.0 (Windows NT 6.1; WOW64; Trident/7.0; rv:11.0) like Gecko",
           "@version" => "1",
         "@timestamp" => "2019-03-15T16:57:20.127Z",
               "path" => "/var/log/nginx/access_log_json.log",
               "host" => "node01"
}

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4）存入es服务，并屏幕输出调试。写入之前先在家目录下删除.sincedb 文件

[root@node01 ~]# /etc/init.d/logstash start

[root@node01 conf.d]# cat /etc/logstash/conf.d/nginx.conf
input{
    file {
        path => "/var/log/nginx/access_log_json.log"
        codec => "json"
    }
}
filter{
}
output{
    elasticsearch {
        hosts => ["192.168.10.22:9200"]
        index => "nginx-access-log-%{+YYYY.MM.dd}"
    }
     stdout {
        codec => rubydebug
    }

}

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/opt/logstash/bin/logstash -f /etc/logstash/conf.d/nginx.conf

在kibana中配置时，注意时间格式

三、记录系统日志，rsyslog服务的日志文件

1）由于rsyslog系统文件较少，即所有机器都存在一起

思路，n1机器启动logstash配置文件，监听514端口

其他机器修改 /etc/rsyslog.conf 配置

　　最后一行改为 *.* @@192.168.10.23:514 该服务的日志就会写入n1的logstash服务里

2）node1,的logstash配置文件如下，调试模式

[root@node01 conf.d]# cat syslog.conf
input{
    syslog {
        type => "system-syslog"
        port => 514
    }
}
filter{
}
output{
     stdout {
        codec => rubydebug
    }
}

syslog.conf

[root@node01 conf.d]# /opt/logstash/bin/logstash -f /etc/logstash/conf.d/syslog.conf 启动服务

可以查看端口

[root@node01 ~]# netstat -lntup|grep 514
tcp6       0      0 :::514                  :::*                    LISTEN      27619/java          
udp6       0      0 :::514                  :::*                                27619/java

其他机器修改配置文件

[root@k8s6 ~]# tail -2 /etc/rsyslog.conf 
*.* @@192.168.10.23:514
# ### end of the forwarding rule ###

[root@k8s6 ~]# systemctl restart rsyslog 重启服务，日志将发送到192.168.10.23的机器中

3）使用 logger 命令也可产生系统日志

[root@k8s6 ~]# logger hellow world

监听的日志

{
           "message" => "hellow world\n",
          "@version" => "1",
        "@timestamp" => "2019-03-16T05:30:58.000Z",
              "type" => "system-syslog",
              "host" => "192.168.10.22",
          "priority" => 13,
         "timestamp" => "Mar 16 13:30:58",
         "logsource" => "k8s6",
           "program" => "root",
          "severity" => 5,
          "facility" => 1,
    "facility_label" => "user-level",
    "severity_label" => "Notice"
}

3）存入es中的配置文件

[root@node01 conf.d]# cat /etc/logstash/conf.d/syslog.conf 
input{
    syslog {
        type => "system-syslog"
        port => 514
    }
}
filter{
}
output{
    elasticsearch {
        hosts => ["192.168.10.22:9200"]
        index => "system-syslog-%{+YYYY.MM}"
    }
}

"system-syslog-%{+YYYY.MM}"

在kibana中查询

四、监听tcp的日志

1.1）node01调试模式下启动服务

[root@node01 conf.d]# cat  /etc/logstash/conf.d/tcp.conf 
input{
    tcp {
        type => "tcp"
        port => "6666"
        mode => "server"
    }
}
filter{
}
output{
    stdout {
        codec => rubydebug
    }
}

tcp.conf

启动监听程序：[root@node01 conf.d]# /opt/logstash/bin/logstash -f /etc/logstash/conf.d/tcp.conf

查看端口

[root@node01 ~]# netstat -lntup|grep 6666
tcp6       0      0 :::6666                 :::*                    LISTEN      27884/java

1.2）另一台机器模拟发送tcp日志

[root@k8s6 ~]# yum install nc -y
[root@k8s6 ~]# echo "hello" |nc 192.168.10.23 6666

也可以发送文件 [root@k8s6 ~]# nc 192.168.10.23 6666 < /etc/resolv.conf

伪设备的发送方式 [root@k8s6 ~]# echo "hello world" > /dev/tcp/192.168.10.23/6666

1.3）查看监听的程序输出

[root@node01 conf.d]# /opt/logstash/bin/logstash -f /etc/logstash/conf.d/tcp.conf 
Settings: Default pipeline workers: 4
Pipeline main started
{
       "message" => "hello",
      "@version" => "1",
    "@timestamp" => "2019-03-16T08:00:49.445Z",
          "host" => "192.168.10.22",
          "port" => 47168,
          "type" => "tcp"
}

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五、收集Apache日志

1.1）查看logstash的预定义插件

[root@node01 patterns]# pwd
/opt/logstash/vendor/bundle/jruby/1.9/gems/logstash-patterns-core-2.0.5/patterns
[root@node01 patterns]# head grok-patterns 
USERNAME [a-zA-Z0-9._-]+
USER %{USERNAME}
EMAILLOCALPART [a-zA-Z][a-zA-Z0-9_.+-=:]+
EMAILADDRESS %{EMAILLOCALPART}@%{HOSTNAME}
HTTPDUSER %{EMAILADDRESS}|%{USER}
INT (?:[+-]?(?:[0-9]+))
BASE10NUM (?<![0-9.+-])(?>[+-]?(?:(?:[0-9]+(?:\.[0-9]+)?)|(?:\.[0-9]+)))
NUMBER (?:%{BASE10NUM})
BASE16NUM (?<![0-9A-Fa-f])(?:[+-]?(?:0x)?(?:[0-9A-Fa-f]+))
BASE16FLOAT \b(?<![0-9A-Fa-f.])(?:[+-]?(?:0x)?(?:(?:[0-9A-Fa-f]+(?:\.[0-9A-Fa-f]*)?)|(?:\.[0-9A-Fa-f]+)))\b

/opt/logstash/vendor/bundle/jruby/1.9/gems/logstash-patterns-core-2.0.5/patterns

1.2）filter中，grok插件的使用

grok查看官网

https://www.elastic.co/guide/en/logstash/current/plugins-filters-grok.html

1.3）根据官网调试日志

[root@k8s6 conf.d]# cat /etc/logstash/conf.d/grok.conf 
input{
    stdin {}
}
filter{
    grok {
        match => { "message" => "%{IP:client} %{WORD:method} %{URIPATHPARAM:request} %{NUMBER:bytes} %{NUMBER:duration}" }
    }
}
output{
    stdout {
        codec => rubydebug
    }
}

/etc/logstash/conf.d/grok.conf

1.4）启动查看日志输出

[root@k8s6 conf.d]# /opt/logstash/bin/logstash -f /etc/logstash/conf.d/grok.conf 
Settings: Default pipeline workers: 4
Pipeline main started
55.3.244.1 GET /index.html 15824 0.043
{
       "message" => "55.3.244.1 GET /index.html 15824 0.043",
      "@version" => "1",
    "@timestamp" => "2019-03-16T09:25:51.670Z",
          "host" => "k8s6",
        "client" => "55.3.244.1",
        "method" => "GET",
       "request" => "/index.html",
         "bytes" => "15824",
      "duration" => "0.043"
}

/opt/logstash/bin/logstash -f /etc/logstash/conf.d/grok.conf

2.1）调试apache日志

寻找apache的日志插件

[root@node01 patterns]# vim /opt/logstash/vendor/bundle/jruby/1.9/gems/logstash-patterns-core-2.0.5/patterns/grok-patterns 
COMBINEDAPACHELOG    找到这个

COMBINEDAPACHELOG

2.2）编辑apache的日志bug模式

[root@k8s6 conf.d]# cat apache-grok.conf 
input{
    file {
        path => "/var/log/httpd/access_log"
        start_position => "beginning"
    }
}
filter{
    grok {
        match => { "message" => "%{COMBINEDAPACHELOG}" }
    }
}
output{
    stdout {
        codec => rubydebug
    }
}

apache-grok.conf

启动测试

[root@k8s6 conf.d]# /opt/logstash/bin/logstash -f /etc/logstash/conf.d/apache-grok.conf 
Settings: Default pipeline workers: 4
Pipeline main started
{
        "message" => "::1 - - [16/Mar/2019:16:41:48 +0800] \"OPTIONS * HTTP/1.0\" 200 - \"-\" \"Apache/2.4.6 (CentOS) (internal dummy connection)\"",
       "@version" => "1",
     "@timestamp" => "2019-03-16T10:26:41.882Z",
           "path" => "/var/log/httpd/access_log",
           "host" => "k8s6",
       "clientip" => "::1",
          "ident" => "-",
           "auth" => "-",
      "timestamp" => "16/Mar/2019:16:41:48 +0800",
           "verb" => "OPTIONS",
        "request" => "*",
    "httpversion" => "1.0",
       "response" => "200",
       "referrer" => "\"-\"",
          "agent" => "\"Apache/2.4.6 (CentOS) (internal dummy connection)\""
}

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3.1）写入es服务

[root@k8s6 ~]# cat /etc/logstash/conf.d/apache-grok.conf 
input{
    file {
        path => "/var/log/httpd/access_log"
        start_position => "beginning"
    }
}
filter{
    grok {
        match => { "message" => "%{COMBINEDAPACHELOG}" }
    }
}
output{
    elasticsearch {
        hosts => ["192.168.10.22:9200"]
        index => "apache-accesslog-%{+YYYY.MM.dd}"
    }
}

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kibana进行日志匹配

六、elk标准架构图，使用消息队列形式

1）elk架构修改

之前
数据 =》logstash =》es

修改
数据 =》logstash =》redis(消息队列) =》logstash =》es

支持的output插件

https://www.elastic.co/guide/en/logstash/current/output-plugins.html

2）安装启动redis

测试redis
yum install redis -y
修改redis配置文件
vim /etc/redis.conf
    daemonize no ==> daemonize yes 改为后台运行
    bind 192.168.10.23  修改ip地址
启动redis
[root@node01 ~]# systemctl start redis
[root@node01 ~]# netstat -lntup|grep redis
tcp        0      0 192.168.10.23:6379      0.0.0.0:*               LISTEN      28379/redis-server
[root@node01 ~]# redis-cli -h 192.168.10.23 -p 6379
192.168.10.23:6379>

启动redis

3.1）测试 logstash与redis测试

[root@node01 ~]# cat /etc/logstash/conf.d/redis.conf
input{
    stdin {}
}

output{
    redis {
        host => "192.168.10.23"
        port => "6379"
        db => "6"
        data_type => "list"
        key => "demo"
    }
}

logstash/conf.d/redis.conf

启动logstash服务

[root@node01 ~]# /opt/logstash/bin/logstash -f /etc/logstash/conf.d/redis.conf 
Settings: Default pipeline workers: 4
Pipeline main started
hello
hello weodda
agaeawegaw

添加了3个值

3.2）在redis中查看

[root@node01 ~]# redis-cli -h 192.168.10.23 -p 6379
192.168.10.23:6379> info
db6:keys=1,expires=0,avg_ttl=0
192.168.10.23:6379> select 6
OK
192.168.10.23:6379[6]> keys *
1) "demo"
192.168.10.23:6379[6]> type demo
list
192.168.10.23:6379[6]> llen demo
(integer) 3
192.168.10.23:6379[6]> lindex demo -1
"{\"message\":\"agaeawegaw\",\"@version\":\"1\",\"@timestamp\":\"2019-03-16T15:20:02.261Z\",\"host\":\"node01\"}"

4）将apache日志写入redis

[root@k8s6 conf.d]# cat /etc/logstash/conf.d/apache-grok-redis.conf 
input{
        file {
                path => "/var/log/httpd/access_log"
                start_position => "beginning"
        }
}
filter{
        grok {
                match => { "message" => "%{COMBINEDAPACHELOG}" }
        }
}
output{
    redis {
        host => "192.168.10.23"
        port => "6379"
        db => "6"
        data_type => "list"
        key => "apache-accesslog"
    }
}

apache-grok-redis.conf

过滤操作，可在后面读取redis时实现

启动服务

[root@k8s6 conf.d]# /opt/logstash/bin/logstash -f /etc/logstash/conf.d/apache-grok-redis.conf

可进入redis查看

5）从另一台机器启动logstash读取redis写入es服务

192.168.10.22机器使用 logstash 将日志存入redis
192.168.10.23机器使用logstash读取redis内写入的日志

查看inpu的插件

https://www.elastic.co/guide/en/logstash/current/input-plugins.html

5.1）屏幕调试输出

[root@node01 conf.d]# cat /etc/logstash/conf.d/indexer.conf
input{
    redis {
        host => "192.168.10.23"
        port => "6379"
        db => "6"
        data_type => "list"
        key => "apache-accesslog"
    }
}
output{
    stdout {
        codec => rubydebug
    }
}

读取redis

/opt/logstash/bin/logstash -f /etc/logstash/conf.d/indexer.conf

5.2）整个过程梳理（最终版）

标准存入redis
[root@k8s6 conf.d]# cat /etc/logstash/conf.d/apache-grok-redis.conf 
input{
        file {
                path => "/var/log/httpd/access_log"
                start_position => "beginning"
        }
}
output{
    redis {
        host => "192.168.10.23"
        port => "6379"
        db => "6"
        data_type => "list"
        key => "apache-accesslog"
    }
}


标准读取redis，过滤之后再存入es服务
[root@node01 conf.d]# cat /etc/logstash/conf.d/indexer.conf
input{
    redis {
        host => "192.168.10.23"
        port => "6379"
        db => "6"
        data_type => "list"
        key => "apache-accesslog"
    }
}
filter{
        grok {
                match => { "message" => "%{COMBINEDAPACHELOG}" }
        }
}

output{
    elasticsearch {
        hosts => ["192.168.10.22:9200"]
        index => "apache-accesslog-%{+YYYY.MM.dd}"
    }
}

存取日志

消息队列使用kafka

六、综合测试

1.1）logstash存入redis服务

[root@k8s6 conf.d]# cat /etc/logstash/conf.d/sumlog_put.conf 
input{
        file {
                path => "/var/log/httpd/access_log"
                start_position => "beginning"
                type => "apache-accesslog"
        }
        file {
                path => ["/var/log/elasticsearch/myes.log"]
                type => "es-log"
                start_position => "beginning"
                    codec => multiline{
                    pattern => "^\["
                    negate => true
                    what => "previous"
            }
        }
}
output{
    if [type] == "apache-accesslog" {
        redis {
            host => "192.168.10.23"
            port => "6379"
            db => "6"
            data_type => "list"
            key => "apache-accesslog"
        }
    }
    if [type] == "es-log" {
        redis {
            host => "192.168.10.23"
            port => "6379"
            db => "6"
            data_type => "list"
            key => "es-log"
        }
    }
}

sumlog_put.conf

启动服务

[root@k8s6 ~]# /etc/init.d/logstash start

1.2）处理问题，发现redis没有存入日志

遇到的坑。权限问题
chown www:www /var/log/httpd/access_log        # yum安装的apache可能存在权限问题
修改logstash的启动权限
vim /etc/init.d/logstash
    LS_USER=root
    LS_GROUP=root

读取权限问题

警告：如果启动端口，请误使用root用户

1.3）读取redis，存入es

标准读取redis，过滤之后再存入es服务
[root@node01 conf.d]# cat /etc/logstash/conf.d/sumlog_get.conf
input{
    syslog {
        type => "system-syslog"
        port => 514
    }
    redis {
        type => "apache-accesslog"
        host => "192.168.10.23"
        port => "6379"
        db => "6"
        data_type => "list"
        key => "apache-accesslog"
    }
    redis {
        type => "es-log"
        host => "192.168.10.23"
        port => "6379"
        db => "6"
        data_type => "list"
        key => "es-log"
    }
}
filter {
    if [type] == "apache-accesslog" {
        grok {
                match => { "message" => "%{COMBINEDAPACHELOG}" }
        }
    }
}
  
output{
    if [type] == "apache-accesslog" {
        elasticsearch {
            hosts => ["192.168.10.22:9200"]
            index => "apache-accesslog-%{+YYYY.MM.dd}"
        }
    }
    if [type] == "es-log" {
        elasticsearch {
            hosts => ["192.168.10.22:9200"]
            index => "es-log-%{+YYYY.MM}"
        }
    }
    if [type] == "system-syslog" {
        elasticsearch {
            hosts => ["192.168.10.22:9200"]
            index => "system-syslog-%{+YYYY.MM}"
        }
    }
}

sumlog_get.conf

也需要改为root用户，普通用户无法启动低端口

2）强调，防止程序挂了

如果使用redis list 作为消息队列，需要对key进行监控
llen key_name，如超过1万就报警。

三、kibana的图形化（）

1）markdown定义文本，如紧急联系人

es监控

import requests
from requests.auth import HTTPBasicAuth
res = requests.get('https://elk0001.eniot.io:9200/_cluster/health/?pretty',
                   verify=False,
                   auth=HTTPBasicAuth('user', 'password'))
print(res.text)

posted on 2019-03-17 15:17 可口_可乐阅读(2914) 评论(0) 编辑收藏举报

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