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ELK + Grafana分析nginx日志

巴韭特锁螺丝 2023-11-10
45

一、采集nginx json格式日志

1、配置nginx日志输出格式

        log_format  json  '{"@timestamp":"$time_iso8601",'
    '"@source":"$server_addr",'
    '"clientip":"$remote_addr",'
    '"request_method":"$request_method",'
    '"scheme":"$scheme",'
    '"domain":"$host",'
    '"referer":"$http_referer",'
    '"request":"$request_uri",'
    '"args":"$args",'
    '"size":$body_bytes_sent,'
    '"status": $status,'
    '"responsetime":$request_time,'
    '"upstreamtime":"$upstream_response_time",'
    '"upstreamaddr":"$upstream_addr",'
    '"http_user_agent":"$http_user_agent",'
    '"https":"$https"'
    '}';


    access_log data/logs_nginx/access.json.log json;


    2、在nginx服务器上安装filebeat

      wget https://artifacts.elastic.co/downloads/beats/filebeat/filebeat-6.3.1-x86_64.rpm
      yum localinstall filebeat-6.3.1-x86_64.rpm

      3、配置filebeat采集文件

        logging.level: info
        logging.to_files: true
        logging.files:
        path: /data/logs/filebeat
        name: filebeat.log
        keepfiles: 7
        permissions: 0644


        filebeat.inputs:
        - type: log
        enabled: true
        exclude_lines: ['\\x']
        fields:
        log-type: nginx-access-logs
        paths:
        - /data/logs_nginx/*.json.log


        output.kafka:
        # initial brokers for reading cluster metadata
        hosts: ["kafka1:9092", "kafka2:9092", "kafka3:9092"]


        # message topic selection + partitioning
        topic: '%{[fields][log-type]}'
        partition.hash:
        reachable_only: false


        required_acks: 1
        compression: snappy
        max_message_bytes: 1000000


        4、启动filebeat

           systemctl start filebeat

          二、配置logstash过滤规则并存储到elasticsearch

          1、下载geoip库

            cd /opt/server/logstash
            mkdir GeoLite2-City


            将下载好的GeoLite2-City.mmdb文件放入GeoLite2-City目录

            下载链接:https://dev.maxmind.com/geoip/geoip2/geolite2/

            2、配置logstash过滤nginx日志规则

              cd conf.d
              vim nginx-access.conf


                input{
                kafka{
                bootstrap_servers => ["kafka1:9092,kafka2:9092,kafka3:9092"]
                client_id => "nginx-access-logs"
                group_id => "logstash"
                auto_offset_reset => "latest"
                consumer_threads => 10
                decorate_events => true
                topics => ["nginx-access-logs"]
                type => "nginx-access-logs"
                codec => json {charset => "UTF-8"}
                }
                }




                filter {
                if [fields][log-type] == "nginx-access-logs" {
                json {
                source => "message"
                }
                mutate {
                convert => [ "status","integer" ]
                convert => [ "size","integer" ]
                convert => [ "upstreamtime","float" ]
                convert => ["[geoip][coordinates]", "float"]
                remove_field => "message"
                }

                date {
                match => [ "timestamp" ,"dd/MMM/YYYY:HH:mm:ss Z" ]
                }
                geoip {
                source => "clientip"
                target => "geoip"
                database =>"/usr/share/logstash/GeoLite2-City/GeoLite2-City.mmdb"
                add_field => [ "[geoip][coordinates]", "%{[geoip][longitude]}" ]
                add_field => [ "[geoip][coordinates]", "%{[geoip][latitude]}" ]
                }
                mutate {
                remove_field => "timestamp"
                }
                if "_geoip_lookup_failure" in [tags] { drop { } } ### 如果解析的地址是内网IP geoip解析将会失败,会生成_geoip_lookup_failure字段,这段话的意思是如果内网地址 drop掉这个字段。
                }
                }






                output {


                if [fields][log-type] == "nginx-access-logs" {
                elasticsearch {
                hosts => ["http://es1:9200","http://es2:9200","http://es3:9200"]
                index => "nginx-access-%{+YYYY.MM.dd}"
                }
                }


                }


                3、重启logstash

                三、安装grafana

                1、下载安装

                  wget https://dl.grafana.com/oss/release/grafana-6.3.1-1.x86_64.rpm
                  yum localinstall grafana-6.3.1-1.x86_64.rpm


                  2、启动服务

                  service grafana-server start

                  3、安装piechart、worldmap插件

                  [root@grafana bin]# grafana-cli plugins install grafana-piechart-panel
                  installing grafana-piechart-panel @ 1.3.9
                  from: https://grafana.com/api/plugins/grafana-piechart-panel/versions/1.3.9/download
                  into: var/lib/grafana/plugins

                  ✔ Installed grafana-piechart-panel successfully

                  Restart grafana after installing plugins . <service grafana-server restart>

                  [root@grafana bin]# grafana-cli plugins install grafana-worldmap-panel
                  installing grafana-worldmap-panel @ 0.2.1
                  from: https://grafana.com/api/plugins/grafana-worldmap-panel/versions/0.2.1/download
                  into: var/lib/grafana/plugins

                  ✔ Installed grafana-worldmap-panel successfully

                  Restart grafana after installing plugins . <service grafana-server restart>

                  4、重启服务

                  service grafana-server restart

                  四、配置Grafana

                  1、配置Grafana数据源

                  2、配置Grafana 画图模版

                  [外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传(img-vs6ltSmC-1578299891778)(images/image-20200106135016104.png)]

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                    "options": [],
                    "query": "{\"find\":\"terms\",\"field\":\"status\"}",
                    "refresh": 1,
                    "regex": "",
                    "skipUrlSync": false,
                    "sort": 0,
                    "tagValuesQuery": "",
                    "tags": [],
                    "tagsQuery": "",
                    "type": "query",
                    "useTags": false
                    },
                    {
                    "allValue": null,
                    "current": {
                    "selected": true,
                    "text": "2",
                    "value": "2"
                    },
                    "hide": 0,
                    "includeAll": false,
                    "label": "请求时间",
                    "multi": false,
                    "name": "responsetime",
                    "options": [
                    {
                    "selected": false,
                    "text": "1",
                    "value": "1"
                    },
                    {
                    "selected": true,
                    "text": "2",
                    "value": "2"
                    },
                    {
                    "selected": false,
                    "text": "3",
                    "value": "3"
                    },
                    {
                    "selected": false,
                    "text": "4",
                    "value": "4"
                    },
                    {
                    "selected": false,
                    "text": "5",
                    "value": "5"
                    },
                    {
                    "selected": false,
                    "text": "10",
                    "value": "10"
                    }
                    ],
                    "query": "1,2,3,4,5,10",
                    "skipUrlSync": false,
                    "type": "custom"
                    },
                    {
                    "auto": true,
                    "auto_count": 100,
                    "auto_min": "10s",
                    "current": {
                    "text": "auto",
                    "value": "$__auto_interval_inter"
                    },
                    "datasource": null,
                    "hide": 0,
                    "includeAll": false,
                    "label": "周期",
                    "multi": false,
                    "name": "inter",
                    "options": [
                    {
                    "selected": true,
                    "text": "auto",
                    "value": "$__auto_interval_inter"
                    },
                    {
                    "selected": false,
                    "text": "1s",
                    "value": "1s"
                    },
                    {
                    "selected": false,
                    "text": "5s",
                    "value": "5s"
                    },
                    {
                    "selected": false,
                    "text": "10s",
                    "value": "10s"
                    },
                    {
                    "selected": false,
                    "text": "30s",
                    "value": "30s"
                    },
                    {
                    "selected": false,
                    "text": "1m",
                    "value": "1m"
                    },
                    {
                    "selected": false,
                    "text": "10m",
                    "value": "10m"
                    },
                    {
                    "selected": false,
                    "text": "30m",
                    "value": "30m"
                    },
                    {
                    "selected": false,
                    "text": "1h",
                    "value": "1h"
                    },
                    {
                    "selected": false,
                    "text": "6h",
                    "value": "6h"
                    },
                    {
                    "selected": false,
                    "text": "12h",
                    "value": "12h"
                    },
                    {
                    "selected": false,
                    "text": "1d",
                    "value": "1d"
                    },
                    {
                    "selected": false,
                    "text": "7d",
                    "value": "7d"
                    },
                    {
                    "selected": false,
                    "text": "14d",
                    "value": "14d"
                    },
                    {
                    "selected": false,
                    "text": "30d",
                    "value": "30d"
                    }
                    ],
                    "query": "1s,5s,10s,30s,1m,10m,30m,1h,6h,12h,1d,7d,14d,30d",
                    "refresh": 2,
                    "skipUrlSync": false,
                    "type": "interval"
                    }
                    ]
                    },
                    "time": {
                    "from": "now/d",
                    "to": "now/d"
                    },
                    "timepicker": {
                    "refresh_intervals": [
                    "5s",
                    "10s",
                    "30s",
                    "1m",
                    "5m",
                    "15m",
                    "30m",
                    "1h",
                    "2h",
                    "1d"
                    ],
                    "time_options": [
                    "5m",
                    "15m",
                    "1h",
                    "6h",
                    "12h",
                    "24h",
                    "2d",
                    "7d",
                    "30d"
                    ]
                    },
                    "timezone": "browser",
                    "title": "Elasticsearch Nginx Logs",
                    "uid": "lvs7I6LZk",
                    "version": 11
                    }


                    3、最终展示效果图如下

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