@zhangsiming65965 2019-03-18T08:01:49.000000Z 字数 20194 阅读 175

ELK日志分析平台(分离式部署ELKStack)

消息队列与数据库缓存

---Author：张思明 ZhangSiming

---Mail：1151004164@cnu.edu.cn

---QQ：1030728296

如果对技术文档中的内容有任何疑问，欢迎加微信:zhangsiming422或者QQ:1030728296一起讨论学习！

一、ELK Stack日志收集平台概述

1.1需求背景

开发人员为了排查问题，经常上线服务器去查询项目日志
服务器越来越多，项目越来越多，日志类型越来越多

一般传统的分析日志，直接在日志文件中进行sed、grep、awk分析即可，但是这种方式在大量日志数据的环境下比较繁杂，费时费力，难以得到高效率的数据及直观的呈现形式，于是就有了构建一套集中式日志系统，统一收集日志分析，可以提高日志分析效率。

1.2Filebeat+ELK主流日志收集流程

image_1d5bfevsqh6jngl11323jc1nmj9.png-46kB

日志就是数据，数据就可以产生价值。由于公司对日志收集的需求，引进Filebeat+ELK Stack平台进行日志收集分析。

1.Filebeat从生产环境收集到日志数据(Log File);
2.Filebeat把数据传输到Logstash进行日志过滤筛查；其中包含三部分：input、filter、output，含有丰富的过滤插件，可以有效地过滤优化日志数据；
3.Logstash把优化后的日志数据写入Elasticsearch数据库存储；
4.Kibana从Elasticsearch数据库拿取日志数据在Web界面显示给相关人员查看分析。

二、部署ELK Stack日志平台

2.1部署Kibana

Kibana用于展现数据，他具有Web界面，但是他本身不存储数据，只是从数据库中拿取。

[root@ZhangSiming ~]# ls
anaconda-ks.cfg  common_install.sh  kibana-6.2.3-linux-x86_64.tar.gz
[root@ZhangSiming ~]# useradd -s /sbin/nologin -M elk
#创建elk程序用户
[root@ZhangSiming ~]# tar xf kibana-6.2.3-linux-x86_64.tar.gz -C /usr/local/
[root@ZhangSiming ~]# mv /usr/local/kibana-6.2.3-linux-x86_64/ /usr/local/kibana[root@ZhangSiming ~]# cd /usr/local/kibana/
[root@ZhangSiming kibana]# vim config/kibana.yml 
[root@ZhangSiming kibana]# sed -n '2p;7p' config/kibana.yml
server.port: 5601
server.host: "0.0.0.0"
[root@ZhangSiming kibana]# chown -R elk.elk /usr/local/kibana/
[root@ZhangSiming kibana]# vim /usr/local/kibana/bin/start.sh
[root@ZhangSiming kibana]# cat /usr/local/kibana/bin/start.sh
nohup /usr/local/kibana/bin/kibana >> /tmp/kibana.log 2>> /tmp/kibana.log &
#nohup ... &表示防止session终止或者ctrl+c类型前台终止服务
[root@ZhangSiming kibana]# chmod a+x /usr/local/kibana/bin/start.sh
[root@ZhangSiming kibana]# su -s /bin/bash elk '/usr/local/kibana/bin/start.sh'
[root@ZhangSiming kibana]# ps -elf | grep elk | grep -v grep
0 S elk       11918      1 27  80   0 - 316236 ep_pol 16:54 pts/0   00:00:03 /usr/local/kibana/bin/../node/bin/node --no-warnings /usr/local/kibana/bin/../src/cli
[root@ZhangSiming kibana]# netstat -antup | grep 5601
tcp        0      0 0.0.0.0:5601            0.0.0.0:*               LISTEN      11918/node          
#启动成功，监听5601端口
[root@ZhangSiming kibana]# tail /tmp/kibana.log 
{"type":"log","@timestamp":"2019-03-07T08:55:30Z","tags":["warning","elasticsearch","admin"],"pid":11918,"message":"Unable to revive connection: http://localhost:9200/"}
{"type":"log","@timestamp":"2019-03-07T08:55:30Z","tags":["warning","elasticsearch","admin"],"pid":11918,"message":"No living connections"}
{"type":"log","@timestamp":"2019-03-07T08:55:32Z","tags":["warning","elasticsearch","admin"],"pid":11918,"message":"Unable to revive connection: http://localhost:9200/"}
{"type":"log","@timestamp":"2019-03-07T08:55:32Z","tags":["warning","elasticsearch","admin"],"pid":11918,"message":"No living connections"}
{"type":"log","@timestamp":"2019-03-07T08:55:35Z","tags":["warning","elasticsearch","admin"],"pid":11918,"message":"Unable to revive connection: http://localhost:9200/"}
{"type":"log","@timestamp":"2019-03-07T08:55:35Z","tags":["warning","elasticsearch","admin"],"pid":11918,"message":"No living connections"}
{"type":"log","@timestamp":"2019-03-07T08:55:37Z","tags":["warning","elasticsearch","admin"],"pid":11918,"message":"Unable to revive connection: http://localhost:9200/"}
{"type":"log","@timestamp":"2019-03-07T08:55:37Z","tags":["warning","elasticsearch","admin"],"pid":11918,"message":"No living connections"}
{"type":"log","@timestamp":"2019-03-07T08:55:40Z","tags":["warning","elasticsearch","admin"],"pid":11918,"message":"Unable to revive connection: http://localhost:9200/"}
{"type":"log","@timestamp":"2019-03-07T08:55:40Z","tags":["warning","elasticsearch","admin"],"pid":11918,"message":"No living connections"}
#没有连接到Elasticsearch，因为还没有配置

image_1d5bm3nu81asd15qo13bg13u2flj1p.png-96kB

使用Nginx来对Kibana进行访问限制

#源码安装Nginx
[root@ZhangSiming ~]# ls
anaconda-ks.cfg    kibana-6.2.3-linux-x86_64.tar.gz  nginx_install.sh
common_install.sh  nginx-1.10.2.tar.gz
[root@ZhangSiming ~]# cat nginx_install.sh 
#!/bin/bash
yum -y install pcre-devel openssl-devel
tar xf nginx-1.10.2.tar.gz -C /usr/src/
cd /usr/src/nginx-1.10.2/
useradd -s /sbin/nologin -M nginx
./configure --user=nginx --group=nginx --prefix=/usr/local/nginx --with-http_stub_status_module --with-http_ssl_module
make && make install
ln -s /usr/local/nginx/sbin/\* /usr/local/sbin/
[root@ZhangSiming ~]# sh nginx_install.sh 
[root@ZhangSiming ~]# nginx -V
nginx version: nginx/1.10.2
built by gcc 4.8.5 20150623 (Red Hat 4.8.5-28) (GCC) 
built with OpenSSL 1.0.2k-fips  26 Jan 2017
TLS SNI support enabled
configure arguments: --user=nginx --group=nginx --prefix=/usr/local/nginx --with-http_stub_status_module --with-http_ssl_module
[root@ZhangSiming ~]# cd /usr/local/nginx/
[root@ZhangSiming nginx]# vim conf/nginx.conf
[root@ZhangSiming nginx]# cat conf/nginx.conf
worker_processes  1;
events {
    worker_connections  1024;
}
http {
    include       mime.types;
    default_type  application/octet-stream;
    sendfile        on;
    keepalive_timeout  65;
    log_format main '$remote_addr - $remote_user [$time_local] "$request"'
                '$status $body_bytes_sent "$http_referer"'
                    '"$http_user_agent""$http_x_forwarded_for"';
    server {
        listen       5609;
        server_name  www.kibana.com;
        access_log /usr/local/nginx/logs/kibana_access.log main;
        error_log /usr/local/nginx/logs/kibana_error.log error;
        location / {
            auth_basic "elk auth"；
            auth_basic_user_file /usr/local/nginx/conf/htpasswd;
            proxy_pass http://127.0.0.1:5601；
#Nginx也可以allow、denyip限制，限制
        }
        }
}
#使用openssl生成密码文件
[root@ZhangSiming nginx]# openssl passwd -crypt
Password: 
Verifying - Password: 
WFaQjx/45ljv.
[root@ZhangSiming nginx]# vim /usr/local/nginx/conf/htpasswd
[root@ZhangSiming nginx]# cat /usr/local/nginx/conf/htpasswd
zhangsiming:WFaQjx/45ljv.
#账号和加密的密码
#Kibana限制只能本地访问，重启Kibana
[root@ZhangSiming kibana]# vim config/kibana.yml 
[root@ZhangSiming kibana]# sed -n '7p' config/kibana.yml
server.host: "127.0.0.1"
[root@ZhangSiming kibana]# ps -elf | grep kibana  
0 S elk       11918      1  0  80   0 - 321323 ep_pol 16:54 pts/0   00:00:06 /usr/local/kibana/bin/../node/bin/node --no-warnings /usr/local/kibana/bin/../src/cli
0 R root      14502   1180  0  80   0 - 28176 -      17:16 pts/0    00:00:00 grep --color=auto kibana
[root@ZhangSiming kibana]# kill -9 11918
[root@ZhangSiming kibana]# su -s /bin/bash elk '/usr/local/kibana/bin/start.sh'
[root@ZhangSiming nginx]# nginx
#启动Nginx

image_1d5bneatsnqkae81fh9fc9oct26.png-24.5kB

image_1d5bnes4339b118u1c7g4hdjg42j.png-86.1kB

2.2部署Elasticsearch

Elasticsearch是用来存储日志数据的，需要jdk环境才能运行。

#部署Jdk环境
[root@ZhangSiming ~]# ls
anaconda-ks.cfg    elasticsearch-6.2.3.tar.gz
common_install.sh  jdk-8u60-linux-x64.tar.gz
[root@ZhangSiming ~]# tar xf jdk-8u60-linux-x64.tar.gz -C /usr/local/
[root@ZhangSiming ~]# mv /usr/local/jdk1.8.0_60/ /usr/local/jdk
[root@ZhangSiming ~]# vim /etc/profile
[root@ZhangSiming ~]# tail -3 /etc/profile
export JAVA_HOME=/usr/local/jdk/
export PATH=$PATH:$JAVA_HOME/bin
export CLASSPATH=.:$JAVA_HOME/lib/tools.jar:$JAVA_HOME/lib/dt.jar:$CLASSPATH
[root@ZhangSiming ~]# . /etc/profile
[root@ZhangSiming ~]# java -version
java version "1.8.0_60"
Java(TM) SE Runtime Environment (build 1.8.0_60-b27)
Java HotSpot(TM) 64-Bit Server VM (build 25.60-b23, mixed mode)
#安装Elasticsearch
[root@ZhangSiming ~]# tar xf elasticsearch-6.2.3.tar.gz -C /usr/local
[root@ZhangSiming ~]# mv /usr/local/elasticsearch-6.2.3/ /usr/local/elasticsearch
[root@ZhangSiming ~]# cd /usr/local/elasticsearch
[root@ZhangSiming elasticsearch]# ls
bin     lib          logs     NOTICE.txt  README.textile
config  LICENSE.txt  modules  plugins
[root@ZhangSiming elasticsearch]# vim config/elasticsearch.yml 
[root@ZhangSiming elasticsearch]# sed -n '33p;37p;55p;59p' config/elasticsearch.yml
path.data: /usr/local/elasticsearch/data
path.logs: /usr/local/elasticsearch/logs
network.host: 0.0.0.0
http.port: 9200
#Kibana要连接这个地址才能获取Elasticsearch的数据
[root@ZhangSiming elasticsearch]# useradd -s /sbin/nologin elk
[root@ZhangSiming elasticsearch]# chown -R elk.elk /usr/local/elasticsearch/
[root@ZhangSiming elasticsearch]# vim config/jvm.options 
[root@ZhangSiming elasticsearch]# sed -n '22,23p' config/jvm.options
-Xms100M
-Xmx100M
#为了防止虚拟机内存跑满，限制JVM堆内存为100M大小，取消伸缩区
[root@ZhangSiming elasticsearch]# vim bin/start.sh
[root@ZhangSiming elasticsearch]# cat bin/start.sh
/usr/local/elasticsearch/bin/elasticsearch -d >> /tmp/elasticsearch.log 2>> /tmp/elasticsearch.log
#启动脚本，daemon的方式运行Elasticsearch
[root@ZhangSiming elasticsearch]# chmod a+x bin/start.sh
[root@ZhangSiming elasticsearch]# su -s /bin/bash elk '/usr/local/elasticsearch/bin/start.sh'
[root@ZhangSiming elasticsearch]# ps -elf | grep elk | grep -v grep
0 S elk        1408      1 35  80   0 - 537021 futex_ 17:43 pts/0   00:00:03 /usr/local/jdk//bin/java -Xms100M -Xmx100M -XX:+UseConcMarkSweepGC -XX:CMSInitiatingOccupancyFraction=75 -XX:+UseCMSInitiatingOccupancyOnly -XX:+AlwaysPreTouch -Xss1m -Djava.awt.headless=true -Dfile.encoding=UTF-8 -Djna.nosys=true -XX:-OmitStackTraceInFastThrow -Dio.netty.noUnsafe=true -Dio.netty.noKeySetOptimization=true -Dio.netty.recycler.maxCapacityPerThread=0 -Dlog4j.shutdownHookEnabled=false -Dlog4j2.disable.jmx=true -Djava.io.tmpdir=/tmp/elasticsearch.T7KaOQi4 -XX:+HeapDumpOnOutOfMemoryError -XX:+PrintGCDetails -XX:+PrintGCDateStamps -XX:+PrintTenuringDistribution -XX:+PrintGCApplicationStoppedTime -Xloggc:logs/gc.log -XX:+UseGCLogFileRotation -XX:NumberOfGCLogFiles=32 -XX:GCLogFileSize=64m -Des.path.home=/usr/local/elasticsearch -Des.path.conf=/usr/local/elasticsearch/config -cp /usr/local/elasticsearch/lib/* org.elasticsearch.bootstrap.Elasticsearch -d
#切换到Kibana服务器，修改配置文件
[root@ZhangSiming kibana]# vim config/kibana.yml 
[root@ZhangSiming kibana]# sed -n '21p' config/kibana.yml
elasticsearch.url: "http://192.168.17.139:9200"
#正确连接Elasticsearch
[root@ZhangSiming kibana]# ps -elf | grep kibana | grep -v grep
0 S elk       14524      1  0  80   0 - 321729 ep_pol 17:16 pts/0   00:00:07 /usr/local/kibana/bin/../node/bin/node --no-warnings /usr/local/kibana/bin/../src/cli
[root@ZhangSiming kibana]# kill -9 14524
[root@ZhangSiming kibana]# /usr/local/kibana/bin/start.sh

查看Elasticsearch日志文件

[root@ZhangSiming elasticsearch]# tail -10 logs/elasticsearch.log
[2019-03-07T17:50:55,927][INFO ][o.e.b.BootstrapChecks    ] [L_zSuq3] bound or publishing to a non-loopback address, enforcing bootstrap checks
[2019-03-07T17:50:55,945][ERROR][o.e.b.Bootstrap          ] [L_zSuq3] node validation exception
[3] bootstrap checks failed
[1]: max file descriptors [4096] for elasticsearch process is too low, increase to at least [65536]
[5]: max number of threads [3802] for user [elk] is too low, increase to at least [4096]
[6]: max virtual memory areas vm.max_map_count [65530] is too low, increase to at least [262144]
[2019-03-07T17:50:56,186][INFO ][o.e.n.Node               ] [L_zSuq3] stopping ...
[2019-03-07T17:50:56,209][INFO ][o.e.n.Node               ] [L_zSuq3] stopped
[2019-03-07T17:50:56,209][INFO ][o.e.n.Node               ] [L_zSuq3] closing ...
[2019-03-07T17:50:56,237][INFO ][o.e.n.Node               ] [L_zSuq3] closed
#我们可以看到Elasticsearch是被强制关闭了的，对于非监听127.0.0.1的Elasticsearch，需要修改一些内核参数，我们根据日志提示修改
[root@ZhangSiming elasticsearch]# vim /etc/security/limits.conf 
[root@ZhangSiming elasticsearch]# sed -n '61,64p' /etc/security/limits.conf
* soft nofile 65536
* hard nofile 65536
elk soft nproc 4096
elk hard nproc 4096
elk soft memlock unlimited
elk hard memlock unlimited
[root@ZhangSiming elasticsearch]# vim /etc/sysctl.conf 
[root@ZhangSiming elasticsearch]# sed -n '12p' /etc/sysctl.conf
vm.max_map_count=262144
[root@ZhangSiming elasticsearch]# sysctl -p
vm.max_map_count = 262144
[root@ZhangSiming elasticsearch]# vim config/elasticsearch.yml 
[root@ZhangSiming elasticsearch]# sed -n '43,44p' config/elasticsearch.yml
bootstrap.memory_lock: true
bootstrap.system_call_filter: false
[root@ZhangSiming elasticsearch]# exit
#重新启动Elasticsearch
[root@ZhangSiming ~]# su -s /bin/bash elk '/usr/local/elasticsearch/bin/start.sh'
[root@ZhangSiming ~]# ps -elf | grep elasticsearch | grep -v grep
0 S elk        2395      1 14  80   0 - 567583 futex_ 18:34 pts/0   00:00:15 /usr/local/jdk//bin/java -Xms100M -Xmx100M -XX:+UseConcMarkSweepGC -XX:CMSInitiatingOccupancyFraction=75 -XX:+UseCMSInitiatingOccupancyOnly -XX:+AlwaysPreTouch -Xss1m -Djava.awt.headless=true -Dfile.encoding=UTF-8 -Djna.nosys=true -XX:-OmitStackTraceInFastThrow -Dio.netty.noUnsafe=true -Dio.netty.noKeySetOptimization=true -Dio.netty.recycler.maxCapacityPerThread=0 -Dlog4j.shutdownHookEnabled=false -Dlog4j2.disable.jmx=true -Djava.io.tmpdir=/tmp/elasticsearch.yF7qH5Hg -XX:+HeapDumpOnOutOfMemoryError -XX:+PrintGCDetails -XX:+PrintGCDateStamps -XX:+PrintTenuringDistribution -XX:+PrintGCApplicationStoppedTime -Xloggc:logs/gc.log -XX:+UseGCLogFileRotation -XX:NumberOfGCLogFiles=32 -XX:GCLogFileSize=64m -Des.path.home=/usr/local/elasticsearch -Des.path.conf=/usr/local/elasticsearch/config -cp /usr/local/elasticsearch/lib/* org.elasticsearch.bootstrap.Elasticsearch -d
[root@ZhangSiming ~]# netstat -antup | grep 9200
tcp6       0      0 :::9200                 :::*                    LISTEN      2395/java           
tcp6       0      0 192.168.17.139:9200     192.168.17.143:38452    ESTABLISHED 2395/java           
tcp6       0      0 192.168.17.139:9200     192.168.17.143:38454    ESTABLISHED 2395/java           
#成功启动

image_1d5brmd0cb1611rdkb81livst530.png-80.5kB

2.3部署Logstash

Logstash是用来读取日志，正则分析日志，发送给Elasticsearch的，拥有非常多的过滤插件，很强大。

#Logstash需要Jdk环境
[root@ZhangSiming ~]# tar xf jdk-8u60-linux-x64.tar.gz -C /usr/local/
[root@ZhangSiming ~]# mv /usr/local/jdk1.8.0_60/ /usr/local/jdk
[root@ZhangSiming ~]# vim /etc/profile
[root@ZhangSiming ~]# tail -3 /etc/profile
export JAVA_HOME=/usr/local/jdk/
export PATH=$PATH:$JAVA_HOME/bin
export CLASSPATH=.:$JAVA_HOME/lib/tools.jar:$JAVA_HOME/lib/dt.jar:$CLASSPATH
[root@ZhangSiming ~]# . /etc/profile
[root@ZhangSiming ~]# java -version
java version "1.8.0_60"
Java(TM) SE Runtime Environment (build 1.8.0_60-b27)
Java HotSpot(TM) 64-Bit Server VM (build 25.60-b23, mixed mode)
#安装Logstash
[root@ZhangSiming ~]# tar xf logstash-6.2.3.tar.gz -C /usr/local/
[root@ZhangSiming ~]# mv /usr/local/logstash-6.2.3/ /usr/local/logstash
[root@ZhangSiming ~]# cd /usr/local/logstash
[root@ZhangSiming logstash]# vim config/jvm.options 
[root@ZhangSiming logstash]# sed -n '6,7p' config/jvm.options
-Xms150M
-Xmx150M
#修改JVM堆内存150M大小，取消伸缩区
#Logstash默认没有，需要自己创建
[root@ZhangSiming ~]# vim /usr/local/logstash/config/logstash.conf 
[root@ZhangSiming ~]# cat /usr/local/logstash/config/logstash.conf
input {
  file {
    path => "/usr/local/nginx/logs/access.log"  
  }
}
output {
  elasticsearch {
    hosts => ["http://192.168.17.139:9200"]     
  }
}
[root@ZhangSiming ~]# useradd -s /sbin/nologin -M elk
[root@ZhangSiming ~]# vim /usr/local/logstash/bin/start.sh
[root@ZhangSiming ~]# cat /usr/local/logstash/bin/start.sh
#!/bin/bash
nohup /usr/local/logstash/bin/logstash -f /usr/local/logstash/config/logstash.conf >> /tmp/logstash.log 2>>/tmp/logstash.log &
#logstash并没有监听端口，因此不需要用elk用户来启动
[root@ZhangSiming ~]# chmod a+x /usr/local/logstash/bin/start.sh
[root@ZhangSiming ~]# /usr/local/logstash/bin/start.sh
[root@ZhangSiming ~]# ps -ef | grep logstash
root       3935      1  5 19:08 pts/0    00:00:00 /usr/local/jdk//bin/java -Xms150M -Xmx150M -XX:+UseParNewGC -XX:+UseConcMarkSweepGC -XX:CMSInitiatingOccupancyFraction=75 -XX:+UseCMSInitiatingOccupancyOnly -Djava.awt.headless=true -Dfile.encoding=UTF-8 -Djruby.compile.invokedynamic=true -Djruby.jit.threshold=0 -XX:+HeapDumpOnOutOfMemoryError -Djava.security.egd=file:/dev/urandom -cp /usr/local/logstash/logstash-core/lib/jars/animal-sniffer-annotations-1.14.jar:/usr/local/logstash/logstash-core/lib/jars/commons-compiler-3.0.8.jar:/usr/local/logstash/logstash-core/lib/jars/error_prone_annotations-2.0.18.jar:/usr/local/logstash/logstash-core/lib/jars/google-java-format-1.5.jar:/usr/local/logstash/logstash-core/lib/jars/guava-22.0.jar:/usr/local/logstash/logstash-core/lib/jars/j2objc-annotations-1.1.jar:/usr/local/logstash/logstash-core/lib/jars/jackson-annotations-2.9.1.jar:/usr/local/logstash/logstash-core/lib/jars/jackson-core-2.9.1.jar:/usr/local/logstash/logstash-core/lib/jars/jackson-databind-2.9.1.jar:/usr/local/logstash/logstash-core/lib/jars/jackson-dataformat-cbor-2.9.1.jar:/usr/local/logstash/logstash-core/lib/jars/janino-3.0.8.jar:/usr/local/logstash/logstash-core/lib/jars/javac-shaded-9-dev-r4023-3.jar:/usr/local/logstash/logstash-core/lib/jars/jruby-complete-9.1.13.0.jar:/usr/local/logstash/logstash-core/lib/jars/jsr305-1.3.9.jar:/usr/local/logstash/logstash-core/lib/jars/log4j-api-2.9.1.jar:/usr/local/logstash/logstash-core/lib/jars/log4j-core-2.9.1.jar:/usr/local/logstash/logstash-core/lib/jars/log4j-slf4j-impl-2.9.1.jar:/usr/local/logstash/logstash-core/lib/jars/logstash-core.jar:/usr/local/logstas/logstash-core/lib/jars/slf4j-api-1.7.25.jar org.logstash.Logstash -f /usr/local/logstash/config/logstash.conf
root       3960   1191  0 19:08 pts/0    00:00:00 grep --color=auto logstash

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[root@ZhangSiming logstash]# tail /usr/local/nginx/logs/access.log 
127.0.0.1 - - [07/Mar/2019:19:16:04 +0800] "GET / HTTP/1.1" 200 612 "-" "curl/7.29.0"
127.0.0.1 - - [07/Mar/2019:19:16:04 +0800] "GET / HTTP/1.1" 200 612 "-" "curl/7.29.0"
127.0.0.1 - - [07/Mar/2019:19:16:05 +0800] "GET / HTTP/1.1" 200 612 "-" "curl/7.29.0"
127.0.0.1 - - [07/Mar/2019:19:16:05 +0800] "GET / HTTP/1.1" 200 612 "-" "curl/7.29.0"
127.0.0.1 - - [07/Mar/2019:19:16:06 +0800] "GET / HTTP/1.1" 200 612 "-" "curl/7.29.0"
127.0.0.1 - - [07/Mar/2019:19:16:06 +0800] "GET / HTTP/1.1" 200 612 "-" "curl/7.29.0"
127.0.0.1 - - [07/Mar/2019:19:16:06 +0800] "GET / HTTP/1.1" 200 612 "-" "curl/7.29.0"
127.0.0.1 - - [07/Mar/2019:19:16:07 +0800] "GET / HTTP/1.1" 200 612 "-" "curl/7.29.0"
127.0.0.1 - - [07/Mar/2019:19:16:07 +0800] "GET / HTTP/1.1" 200 612 "-" "curl/7.29.0"
127.0.0.1 - - [07/Mar/2019:19:16:08 +0800] "GET / HTTP/1.1" 200 612 "-" "curl/7.29.0"

image_1d5buafcu7c1sca1ivpguumvf5e.png-84.7kB

Logstash部署成功，至此ELKStack部署完成

三、Logstash使用详解(一)

3.1Logstash工作原理详解

Logstash使用管道方式进行日志的搜集处理和输出。有点类似于管道命令xxx|ccc|ddd，xxx执行完了会执行ccc，然后执行ddd。

输入input ---> 处理过滤filter（不是必须的） ---> 输出output

image_1d5bum1nd1dic10u4q2v1tohcji5r.png-69.5kB

3.2常用命令

-f：通过这个命令可以指定Logstash的配置文件，根据配置文件配置logstash；
-e：后面跟着字符串，该字符串可以被当作logstash的配置（如果是""则默认使用stdin作为输入，stdout作为输出）；
-l：日志输出的地址（默认就是stdout直接在控制台中输出）；
-t：测试配置文件是否正确，然后退出。

3.3Logstash配置文件

Logstash处理流程经历了三个阶段，配置文件也同样由三个模块组成：input、filter、output。

#指定多个来源数据的配置文件书写方式
input {
  file { path => "/var/log/messages" type => "syslog" }
  file { path => "/var/log/apache/access.log" type => "apache" }
}

3.4利用logstash的正则进行日志信息的抓取测试

#修改Logstash配置文件
[root@ZhangSiming logstash]# vim config/logstash.conf 
[root@ZhangSiming logstash]# cat config/logstash.conf
input {
  stdin{}       #从标准输入读取数据
}
filter {
  grok {
    match => {
      "message" => '(?<ip>[0-9]{1,3}\.[0-9]{1,3}\.[0-9]{1,3}\.[0-9]{1,3}).*'
    }
  }
}
output {
  elasticsearch {   #如果要输入到elasticsearch里，那么需要删除掉stdout{}
    hosts => ["http://192.168.17.139:9200"]
  }
  stdout {  #只将信息输出到屏幕上
    codec => rubydebug  #用于正则提取测试，将正则抓取结果输出到屏幕上
  }
}
#重启Logstash
[root@ZhangSiming logstash]# kill -9 3935
[root@ZhangSiming logstash]# /usr/local/logstash/bin/logstash -f /usr/local/logstash/config/logstash.conf
192.168.17.1 - zhangsiming [07/Mar/2019:19:24:07 +0800] "POST /elasticsearch/_msearch HTTP/1.1"200 804 "http://192.168.17.143:5609/app/kibana""Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/72.0.3626.121 Safari/537.36""-"
{
       "message" => "192.168.17.1 - zhangsiming [07/Mar/2019:19:24:07 +0800] \"POST /elasticsearch/_msearch HTTP/1.1\"200 804 \"http://192.168.17.143:5609/app/kibana\"\"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/72.0.3626.121 Safari/537.36\"\"-\"",
          "host" => "ZhangSiming",
            "ip" => "192.168.17.1",
#成功过滤出ip
      "@version" => "1",
    "@timestamp" => 2019-03-07T13:00:19.666Z
}
#将标准输出写入Elasticsearch
[root@ZhangSiming logstash]# vim config/logstash.conf 
[root@ZhangSiming logstash]# tail -4 config/logstash.conf
#  stdout {  
#    codec => rubydebug 
#  }
}
[root@ZhangSiming logstash]# bin/start.sh

image_1d5c43r9ffh11f561imo1cp32a6p.png-73.1kB

#继续修改Logstash配置文件，定义多个字段
[root@ZhangSiming logstash]# cat config/logstash.conf 
input {
  file {
    path => "/usr/local/nginx/logs/access.log"
   }    
}
filter {
  grok {
    match => {
      "message" => '(?<ip>[0-9.]+) .*HTTP/1.1" (?<mark>[0-9]+) (?<size>[0-9]+) ".*121 (?<client>[a-zA-Z]+).*'
    }
  }
}
output {
  elasticsearch {
    hosts => ["http://192.168.17.139:9200"]
  }
}
#重启Logstash
[root@ZhangSiming logstash]# ps -elf | grep logstash
0 S root      18003      1 25  80   0 - 583828 futex_ 21:11 pts/0   00:01:43 /usr/local/jdk//bin/java -Xms150M -Xmx150M -XX:+UseParNewGC -XX:+UseConcMarkSweepGC -XX:CMSInitiatingOccupancyFraction=75 -XX:+UseCMSInitiatingOccupancyOnly -Djava.awt.headless=true -Dfile.encoding=UTF-8 -Djruby.compile.invokedynamic=true -Djruby.jit.threshold=0 -XX:+HeapDumpOnOutOfMemoryError -Djava.security.egd=file:/dev/urandom -cp /usr/local/logstash/logstash-core/lib/jars/animal-sniffer-annotations-1.14.jar:/usr/local/logstash/logstash-core/lib/jars/commons-compiler-3.0.8.jar:/usr/locallogstash/logstash-core/lib/jars/error_prone_annotations-2.0.18.jar:/usr/local/logstash/logstash-core/lib/jars/google-java-format-1.5.jar:/usr/local/logstash/logstash-core/lib/jars/guava-22.0.jar:/usr/local/logstash/logstash-core/lib/jars/j2objc-annotations-1.1.jar:/usr/local/logstash/logstash-core/lib/jars/jackson-annotations-2.9.1.jar:/usr/local/logstash/logstash-core/lib/jars/jackson-core-2.9.1.jar:/usr/local/logstash/logstash-core/lib/jars/jackson-databind-2.9.1.jar:/usr/local/logstash/logstash-core/lib/jars/jackson-dataformat-cbor-2.9.1.jar:/usr/local/logstash/logstash-core/lib/jars/janino-3.0.8.jar:/usr/local/logstash/logstash-core/lib/jars/javac-shaded-9-dev-r4023-3.jar:/usr/local/logstash/logstash-core/lib/jars/jruby-complete-9.1.13.0.jar:/usr/local/logstash/logstash-core/lib/jars/jsr305-1.3.9.jar:/usr/local/logstash/logstash-core/lib/jars/log4j-api-2.9.1.jar:/usr/local/logstash/logstash-core/lib/jars/log4j-core-2.9.1.jar:/usr/local/logstash/logstash-core/lib/jars/log4j-slf4j-impl-2.9.1.jar:/usr/local/logstash/logstash-core/lib/jars/logstash-core.jar:/usr/local/logstash/logstash-core/lib/jars/slf4j-api-1.7.25.jar org.logstash.Logstash -f /usr/local/logstash/config/logstash.conf
0 R root      18078   1191  0  80   0 - 28176 -      21:18 pts/0    00:00:00 grep --color=auto logstash
[root@ZhangSiming logstash]# kill -9 18003
[root@ZhangSiming logstash]# bin/start.sh

image_1d5iqaj0m1d7a2oh168jgd31s169.png-64.9kB