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简介

随着企业IT基础设施的不断扩大，Linux服务器的数量也日益增多，传统的单机日志管理方式已无法满足对日志数据集中管理、审计和分析的需求。尤其是在大型集群环境中，如何高效地收集、存储和分析日志成为了一项重要的技术挑战。

背景

在实现对大型Linux集群的日志集中管理与审计，特别是针对rsyslog日志的收集、操作命令日志以及登录日志的审计。通过部署集中的rsyslog服务端，能够统一收集1300多台Linux服务器的系统日志，确保日志数据的集中化管理。使用Filebeat作为日志收集工具，将日志数据推送至Logstash进行清洗和转换，最终存储到Elasticsearch中，并通过Kibana实现实时数据可视化展示。这种方式不仅简化了日志管理流程，还提高了系统的监控效率和安全性。

需求

统一管理 1300 台服务器的Linux系统日志，能够及时发现问题和告警。

解决方案

1. 集中管理：通过统一的服务端收集所有Linux服务器的日志数据，减少单独配置每台服务器的工作量。
2. 日志审计：对操作命令日志、登录日志等进行审计，确保系统行为的可追溯性。
3. 数据清洗与分析：通过日志清洗与格式转换，确保日志数据的标准化，便于后续的分析和可视化展示。
4. 实时展示：利用Kibana将清洗后的数据实时可视化，帮助运维人员快速发现潜在问题。

整体架构

为实现这些目标，我们设计了以下的系统架构：

• rsyslog：作为日志收集的核心组件，它负责将来自Linux系统的各种日志（包括/var/log/messages等）统一推送到中心化的日志服务端。
• Filebeat：作为轻量级的日志收集器，部署在各个Linux节点上，负责将日志文件传输到Logstash。
• Logstash：对收集到的日志进行清洗、解析和转换，确保数据符合预定格式，便于存入Elasticsearch。
• Elasticsearch：存储经过清洗和转换的日志数据，提供强大的全文搜索和数据查询功能。
• Kibana：通过Kibana仪表盘实时展示存储在Elasticsearch中的日志数据，帮助运维人员进行数据分析和可视化展示。

rsyslog汇总

rsyslog服务端

首先配置rsyslog服务器，可以统一收集集群内部的日志。

# 加载本地系统日志模块（例如通过 logger 命令发送的日志）
$ModLoad imuxsock
# 加载内核日志模块（之前由 rklogd 处理）
$ModLoad imklog
# 加载 UDP 模块，支持通过 UDP 协议接收日志
$ModLoad imudp
# 配置 UDP 服务器在 514 端口接收日志
$UDPServerRun 514
# 加载 TCP 模块，支持通过 TCP 协议接收日志
$ModLoad imtcp
# 配置 TCP 服务器在 514 端口接收日志
$InputTCPServerRun 514
# 定义一个自定义的日志格式模板 'myFormat'
$template myFormat,"%timestamp:::date-rfc3339% %fromhost-ip% %HOSTNAME% [%programname%] %syslogseverity-text%:%msg%\n"
# 设置默认的文件格式为传统的 rsyslog 格式
$ActionFileDefaultTemplate RSYSLOG_TraditionalFileFormat
# 加载 /etc/rsyslog.d/ 目录下的所有配置文件
$IncludeConfig /etc/rsyslog.d/*.conf
# 配置收集 info 级别的日志，排除 mail、authpriv、cron 类别的日志，输出到 /var/log/messages 文件，并使用 myFormat 格式
*.info;mail.none;authpriv.none;cron.none /var/log/messages;myFormat
# 收集所有 authpriv 类别的日志（通常是认证相关的日志），输出到 /var/log/secure 文件，并使用 myFormat 格式
authpriv.* /var/log/secure;myFormat
# 收集所有 mail 类别的日志，输出到 /var/log/maillog 文件，使用异步写入（- 表示异步）
mail.* -/var/log/maillog
# 收集所有 cron 类别的日志（定时任务日志），输出到 /var/log/cron 文件
cron.* /var/log/cron
# 收集所有紧急级别（emerg）的日志，将其通过系统消息发送
*.emerg :omusrmsg:*
# 收集 uucp 和 news 类别的严重级别（crit）日志，输出到 /var/log/spooler 文件
uucp,news.crit /var/log/spooler
# 收集所有 local7 类别的日志，输出到 /var/log/boot.log 文件
local7.* /var/log/boot.log

重启服务端

systemctl restart rsyslog

修改前：

修改后：

rsyslog客户端

所有集群的客户端配置最后一行IP，就可以把数据汇总在一切

[root@zabbix ~]# cat /etc/rsyslog.conf  |tail -n 2
#authpriv.*      @10.10.10.17
*.* @@192.168.102.20   # rsyslog 服务端的IP

重启

systemctl restart rsyslog.service

日志已经打印到rsyslog 服务端的 /var/log/messages /var/log/secure 等文件

filebeaet收集

在rsyslog 服务端的安装filebeaet，并且使用如下配置启动

filebeat.config.modules:path: ${path.config}/modules.d/*.ymlreload.enabled: false
filebeat.inputs:
- type: logenabled: truetail_files: truepaths:- /var/log/messages
output.logstash:hosts: ["192.168.1.100:5514"]  # 把日志发送到logstatsh中

logstatsh配置

[root@game logstash]# cat config/rsyslog.conf
input {beats {port => 5514type => syslog}
}filter {grok {match => { "message" => "%{TIMESTAMP_ISO8601:time} %{IP:client_ip} %{HOSTNAME:host_name} \[%{DATA:type}\] %{GREEDYDATA:info}"}overwrite => ["message"]}mutate {  split => ["type",","]     }mutate{add_field =>   {"types" => "%{[type][1]}"
} }mutate{remove_field => [ "tags","agent","host","log","ecs","type" ]}date {match => ["time", "yyyy-MM-dd HH:mm:ss,SSS", "UNIX"]target => "@timestamp"locale => "cn"}
}output {stdout {codec=> rubydebug}elasticsearch {hosts => ["127.0.0.1:9200"]index => "message"}
}

数据格式

2024-12-03T18:35:30+08:00 192.168.102.30 master01 [kubelet] info: E1203 18:35:30.827608    1065 summary_sys_containers.go:83] "Failed to get system container stats" err="failed to get cgroup stats for \"/system.slice/docker.service\": failed to get container info for \"/system.slice/docker.service\": unknown container \"/system.slice/docker.service\"" containerName="/system.slice/docker.service"

GROK解析

%{TIMESTAMP_ISO8601:time} %{IP:client_ip} %{HOSTNAME:host_name} \[%{DATA:type}\] %{GREEDYDATA:info}

输出格式

{"client_ip": "192.168.102.30","time": "2024-12-03T18:35:30+08:00","type": "kubelet","host_name": "master01","info": "info: E1203 18:35:30.827608    1065 summary_sys_containers.go:83] \"Failed to get system container stats\" err=\"failed to get cgroup stats for \\\"/system.slice/docker.service\\\": failed to get container info for \\\"/system.slice/docker.service\\\": unknown container \\\"/system.slice/docker.service\\\"\" containerName=\"/system.slice/docker.service\"\r"
}

操作系统命令审计

Linux一般都是终端执行命令，我们可以让命令写到message日志上，在通过过滤，获取操作命令记录。

Linux终端配置

[root@zabbix ~]# cat /etc/profile | tail -n 2
unset MAILCHECK
export PROMPT_COMMAND='{ msg=$(history 1 | { read x y; echo $y; });logger -p local2.info "euid=$(whoami)" $(who am i) `pwd` "$msg"; }'日志格式
Oct 11 17:32:41 zabbix root: euid=root root pts/0 2021-10-11 15:13 (10.10.10.3) /root cat /etc/profile
Oct 11 17:32:47 zabbix root: euid=root root pts/0 2021-10-11 15:13 (10.10.10.3) /root cat /etc/profile | tail -n 2

rsyslog服务端展示

filebeat配置

[root@logserver01 filebeat]# cat system_messages.yml 
#=========================== Filebeat inputs =============================
filebeat.inputs:
- type: logenabled: truetail_files: truepaths:- /var/log/messages

logstatsh配置

[root@logserver01 config]# cat system_userlog_FromKafkaInES.conf
input{beats {host => '172.17.9.200'port => 5046}#	kafka{
#		bootstrap_servers => ["172.17.8.232:6667"]
#		topics => ["sys_os_exe"]
#		codec => "json"
#		group_id => "ELK_SYSTEM_EXE_GROUP"
#		consumer_threads => 3
#		client_id => "logstash"
#		decorate_events => false
#		auto_offset_reset => "earliest"
#		request_timeout_ms => "300000"
#		session_timeout_ms => "20000"
#		max_poll_interval_ms => "600000"
#	}
}
filter{if ([message] =~ "euid"){grok{match => {"message" => '^(?<exetime>\d+-\d+-\d+)(?:[^\d]+)(?<hhmmss>\d+:\d+:\d+)(?:[^\d]+\d+:\d+)(?:\s)(?<deshost>[^ ]+)(?:\s)(?<name>[^ ]+)(?:\s\[)(?<loginuser>[^ |\]]*)(?:\]\s[^ ]+\seuid=)(?<exeuser>[^ ]+)(?:\s+)(?<userinfo>[^\(]+)(?:\s\()(?<srchost>[^\)]+)(?:\)\s)(?<exepath>[^ ]+)(\s+)(?<exeinfo>.*)'}}if "_grokparsefailure" in [tags] { drop { } }mutate{add_field => ["tmp_exeinfo","%{exeinfo}"]}mutate{split => ["exetime","-"]split => ["tmp_exeinfo"," "]}mutate{add_field => ["indextime","%{[exetime][0]}%{[exetime][1]}"]add_field => ["evtTime","%{[exetime][0]}-%{[exetime][1]}-%{[exetime][2]} %{hhmmss}"]add_field => ["cmd","%{[tmp_exeinfo][0]}"]}#Retention log insertion time to ES..............ruby { code => "event.set('inserttime', event.get('@timestamp').time.to_i)" }#replace InsertTime with evtTime "yyyy-MM-dd HH:mm:ss eg:2020-06-29 09:24:29"date{match => ["evtTime","yyyy-MM-dd HH:mm:ss"]#kibana use this time....................target => "@timestamp"}mutate{replace => ["evtTime","%{evtTime} +0800"]}date{match => ["evtTime","yyyy-MM-dd HH:mm:ss +0800"]timezone =>"UTC"#log event time timestamp................target => "logtimestamp"}#log event time long string......................ruby { code => "event.set('longtime', event.get('logtimestamp').time.to_i)" }mutate{remove_field => [ "tmp_exeinfo","evtTime","host","ecs","log","hhmmss","input","agent","exetime" ]}}else{drop{}}
}
output{stdout{codec => rubydebug}if [indextime] !~ "index"{elasticsearch{hosts => ["http://172.17.9.176:9200"]#hosts => "172.17.9.176"index => "sys_os_userlog_%{[indextime]}"user => "*********"password => "*********"}}
}

数据格式

2024-12-03T18:39:05+08:00 192.168.102.30 master01 [root] info: euid=root root pts/0 2024-12-03 18:21 (192.168.96.19) /root [2024-12-03 18:39:05]ip a

GROK解析

^(?<exetime>\d+-\d+-\d+)(?:[^\d]+)(?<hhmmss>\d+:\d+:\d+)(?:[^\d]+\d+:\d+)(?:\s)(?<deshost>[^ ]+)(?:\s)(?<name>[^ ]+)(?:\s\[)(?<loginuser>[^ |\]]*)(?:\]\s[^ ]+\seuid=)(?<exeuser>[^ ]+)(?:\s+)(?<userinfo>[^\(]+)(?:\s\()(?<srchost>[^\)]+)(?:\)\s)(?<exepath>[^ ]+)(\s+)(?<exeinfo>.*)

输出格式

{"loginuser": "root","hhmmss": "18:39:05","exepath": "/root","deshost": "192.168.102.30","srchost": "192.168.96.19","name": "master01","exeinfo": "[2024-12-03 18:39:05]ip a\r","exeuser": "root","userinfo": "root pts/0 2024-12-03 18:21","exetime": "2024-12-03"
}

系统用户登录审计

filebeat配置

[root@logserver01 filebeat]# cat system_secure.yml
#=========================== Filebeat inputs =============================
filebeat.inputs:
- type: logenabled: truetail_files: truepaths:- /var/log/secure
#=========================== Filebeat outppp_id: messuts =============================
output.logstash:hosts: ["172.17.9.200:5045"]

logstatsh配置

[root@logserver01 config]# cat system_login_FromKafkaInES.conf
input{beats {host => '172.17.9.200'port => 5045}#
#	kafka{
#		bootstrap_servers => ["172.17.8.232:6667"]
#		topics => ["sys_os_login"]
#		codec => "json"
#		group_id => "ELK_SYSTEM_LOGIN_GROUP"
#		consumer_threads => 3
#		client_id => "logstash"
#		decorate_events => false
#		auto_offset_reset => "earliest"
#		request_timeout_ms => "300000"
#		session_timeout_ms => "20000"
#		max_poll_interval_ms => "600000"
#	}
}
filter{#login successed logif ([message] =~ "Accepted"){grok{match => {"message" => '^(?<atime>\d+-\d+-\d+)(?:[^\d]+)(?<hhmmss>\d+:\d+:\d+)(?:[^\d]+\d+:\d+)(?:\s+)(?<deshost>\d+\.\d+\.\d+\.\d+)(?:\s)(?<name>[^ ]+)(?:[\S\s]*Failed\spassword\sfor[\sinvalid\suser]*\s)(?<loginuser>[^ ]+)(?:\sfrom\s)(?<srchost>[\d.]+)(?:\s\w+\s\d+\s)(?<loginmode>\w*)'}}if "_grokparsefailure" in [tags] { drop { } }mutate{add_field => ["type","systemlogin"]split => ["atime","-"]}mutate{add_field => ["indextime","%{[atime][0]}%{[atime][1]}"]add_field => ["evtTime","%{[atime][0]}-%{[atime][1]}-%{[atime][2]} %{hhmmss}"]}#Retention log insertion time to ES..............ruby { code => "event.set('inserttime', event.get('@timestamp').time.to_i)" }#replace InsertTime with evtTime "yyyy-MM-dd HH:mm:ss eg:2020-06-29 09:24:29"date{match => ["evtTime","yyyy-MM-dd HH:mm:ss"]#kibana use this time....................target => "@timestamp"}mutate{replace => ["evtTime","%{evtTime} +0800"]}date{match => ["evtTime","yyyy-MM-dd HH:mm:ss +0800"]timezone =>"UTC"#log event time timestamp................target => "logtimestamp"}#log event time long string......................ruby { code => "event.set('longtime', event.get('logtimestamp').time.to_i)" }mutate{remove_field => [ "evtTime","host","ecs","log","hhmmss","input","agent","atime" ]}}#login failed logelse if ([message] =~ "Failed password for"){grok{match => {"message" => '^(?<atime>\d+-\d+-\d+)(?:[^\d]+)(?<hhmmss>\d+:\d+:\d+)(?:[^\d]+\d+:\d+)(?:\s+)(?<deshost>\d+\.\d+\.\d+\.\d+)(?:[\S\s]*Failed\spassword\sfor[\sinvalid\suser]*\s)(?<loginuser>[^ ]+)(?:\sfrom\s)(?<srchost>[\d.]+)(?:\s\w+\s\d+\s)(?<loginmode>\w*)'}}if "_grokparsefailure" in [tags] { drop { } }mutate{add_field => ["type","systemloginfailed"]split => ["atime","-"]}mutate{add_field => ["indextime","%{[atime][0]}%{[atime][1]}"]add_field => ["evtTime","%{[atime][0]}-%{[atime][1]}-%{[atime][2]} %{hhmmss}"]}#Retention log insertion time to ES..............ruby { code => "event.set('inserttime', event.get('@timestamp').time.to_i)" }#replace InsertTime with evtTime "yyyy-MM-dd HH:mm:ss eg:2020-06-29 09:24:29"date{match => ["evtTime","yyyy-MM-dd HH:mm:ss"]#kibana use this time....................target => "@timestamp"}mutate{replace => ["evtTime","%{evtTime} +0800"]}date{match => ["evtTime","yyyy-MM-dd HH:mm:ss +0800"]timezone =>"UTC"#log event time timestamp................target => "logtimestamp"}#log event time long string......................ruby { code => "event.set('longtime', event.get('logtimestamp').time.to_i)" }mutate{remove_field => [ "evtTime","host","ecs","log","hhmmss","input","agent","atime" ]}}#other logelse{drop{}}
}
output{if [type] == "systemlogin"{if [indextime] !~ "index"{stdout{codec => rubydebug}elasticsearch{hosts => "172.17.9.176"index => "sys_os_systemlogin_%{[indextime]}"user => "elastic"password => "f5OPbv6sqfstmc+"}}}else if [type] == "systemloginfailed"{if [indextime] !~ "index"{stdout{codec => rubydebug}elasticsearch{hosts => "172.17.9.176"index => "sys_os_systemloginfailed_%{[indextime]}"user => "elastic"password => "xxxxxxx+"}}}
}

成功日志解析

日志格式

2024-12-03T18:45:09+08:00 192.168.102.42 node03 [sshd] info: Accepted password for root from 192.168.96.19 port 14347 ssh2

GROK语法

%{TIMESTAMP_ISO8601:atime} %{IP:deshost} %{HOSTNAME:name} \[%{WORD:type}\] %{DATA:loglevel}: Accepted password for %{WORD:loginuser} from %{IP:srchost} port %{NUMBER:port} %{WORD:loginmode}

日志格式

{"loginuser": "root","atime": "2024-12-03T18:45:09+08:00","type": "sshd","deshost": "192.168.102.42","srchost": "192.168.96.19","port": "14347","loglevel": "info","name": "node03","loginmode": "ssh2"
}

失败日志格式

日志格式

2024-12-03T19:01:57+08:00 192.168.102.42 node03 [sshd] info: Failed password for invalid user 123 from 192.168.96.19 port 12103 ssh2

GROK语法

^(?<atime>\d+-\d+-\d+)(?:[^\d]+)(?<hhmmss>\d+:\d+:\d+)(?:[^\d]+\d+:\d+)(?:\s+)(?<deshost>\d+\.\d+\.\d+\.\d+)(?:[\S\s]*Failed\spassword\sfor[\sinvalid\suser]*\s)(?<loginuser>[^ ]+)(?:\sfrom\s)(?<srchost>[\d.]+)(?:\s\w+\s\d+\s)(?<loginmode>\w*)

日志输出

{"loginuser": "123","atime": "2024-12-03","hhmmss": "19:01:57","deshost": "192.168.102.42","srchost": "192.168.96.19","loginmode": "ssh2"
}