"message" => " 10.168.255.134 [12/Sep/2016:16:30:40 +0800] "GET /resources/plugins/artDialog/dialog-min.js?v=1&_=1473669040515 HTTP/1.1" - 200 9946 "https://wenjinbao.winfae.com/forgetPassword.html" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.101 Safari/537.36" 0.001 115.234.183.214", "@version" => "1", "@timestamp" => "2016-09-12T08:31:06.630Z", "path" => "/data01/applog_backup/winfae_log/wj-frontend01-access.2016-09-12", "host" => "dr-mysql01.zjcap.com", "type" => "wj_frontend_access", "clientip" => "10.168.255.134", "time" => "12/Sep/2016:16:30:40 +0800", filter { grok { match =>[ "message","%{IPORHOST:clientip} [%{HTTPDATE:time}] "%{WORD:verb} %{URIPATHPARAM:request}?.* HTTP/%{NUMBER:httpversion}" - %{NUMBER:http_status_code} %{NUMBER:bytes} "(?<http_referer>S+)" "(?<http_user_agent>(S+s+)*S+)" (%{BASE16FLOAT:request_time}) (%{IPORHOST:http_x_forwarded_for}|-)", "message" , "%{IPORHOST:clientip} [%{HTTPDATE:time}] "%{WORD:verb} %{URIPATHPARAM:request} HTTP/%{NUMBER:httpversion}" - %{NUMBER:http_status_code} %{NUMBER:bytes} "(?<http_referer>S+)" "(?<http_user_agent>(S+s+)*S+)" (%{BASE16FLOAT:request_time}) (%{IPORHOST:http_x_forwarded_for}|-)" ] } geoip { source => "http_x_forwarded_for" target => "geoip" database => "/usr/local/logstash-2.3.4/etc/GeoLiteCity.dat" add_field => [ "[geoip][coordinates]", "%{[geoip][longitude]}" ] add_field => [ "[geoip][coordinates]", "%{[geoip][latitude]}" ] } mutate { convert => [ "[geoip][coordinates]", "float"] convert => [ "request_time", "float"] add_field =>["response_time","%{request_time}"] convert => [ "response_time", "float"] remove_field =>["request_time"] } date { match => ["time", "dd/MMM/yyyy:HH:mm:ss Z"] } } "message" => " 10.171.246.184 [12/Sep/2016:22:26:47 +0800] "GET /resources/images/icon/icon_stock.6fe20e7d.png HTTP/1.1" - 200 20528 "https://www.zjcap.cn/resources/css/index.css?06212016" "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.101 Safari/537.36" 0.001 122.235.174.156", "@version" => "1", "@timestamp" => "2016-09-12T14:26:47.000Z", "path" => "/data01/applog_backup/zjzc_log/zj-frontend01-access.2016-09-12", "host" => "dr-mysql01.zjcap.com", "type" => "zj_frontend_access", "clientip" => "10.171.246.184", "time" => "12/Sep/2016:22:26:47 +0800", 实时数据处理的时候同样有效,因为一般情况下数据流程中我们都会有缓冲区,导致最终的实际处理时间跟事件产生时间略有偏差。