array(2) { ["docs"]=> array(10) { [0]=> array(10) { ["id"]=> string(3) "428" ["text"]=> string(77) "Visual Studio 2017 单独启动MSDN帮助(Microsoft Help Viewer)的方法" ["intro"]=> string(288) "目录 ECharts 异步加载 ECharts 数据可视化在过去几年中取得了巨大进展。开发人员对可视化产品的期望不再是简单的图表创建工具,而是在交互、性能、数据处理等方面有更高的要求。 chart.setOption({ color: [ " ["username"]=> string(8) "DonetRen" ["tagsname"]=> string(55) "Visual Studio 2017|MSDN帮助|C#程序|.NET|Help Viewer" ["tagsid"]=> string(23) "[401,402,403,"300",404]" ["catesname"]=> string(0) "" ["catesid"]=> string(2) "[]" ["createtime"]=> string(10) "1511400964" ["_id"]=> string(3) "428" } [1]=> array(10) { ["id"]=> string(3) "427" ["text"]=> string(42) "npm -v;报错 cannot find module "wrapp"" ["intro"]=> string(288) "目录 ECharts 异步加载 ECharts 数据可视化在过去几年中取得了巨大进展。开发人员对可视化产品的期望不再是简单的图表创建工具,而是在交互、性能、数据处理等方面有更高的要求。 chart.setOption({ color: [ " ["username"]=> string(4) "zzty" ["tagsname"]=> string(50) "node.js|npm|cannot find module "wrapp“|node" ["tagsid"]=> string(19) "[398,"239",399,400]" ["catesname"]=> string(0) "" ["catesid"]=> string(2) "[]" ["createtime"]=> string(10) "1511400760" ["_id"]=> string(3) "427" } [2]=> array(10) { ["id"]=> string(3) "426" ["text"]=> string(54) "说说css中pt、px、em、rem都扮演了什么角色" ["intro"]=> string(288) "目录 ECharts 异步加载 ECharts 数据可视化在过去几年中取得了巨大进展。开发人员对可视化产品的期望不再是简单的图表创建工具,而是在交互、性能、数据处理等方面有更高的要求。 chart.setOption({ color: [ " ["username"]=> string(12) "zhengqiaoyin" ["tagsname"]=> string(0) "" ["tagsid"]=> string(2) "[]" ["catesname"]=> string(0) "" ["catesid"]=> string(2) "[]" ["createtime"]=> string(10) "1511400640" ["_id"]=> string(3) "426" } [3]=> array(10) { ["id"]=> string(3) "425" ["text"]=> string(83) "深入学习JS执行--创建执行上下文(变量对象,作用域链,this)" ["intro"]=> string(288) "目录 ECharts 异步加载 ECharts 数据可视化在过去几年中取得了巨大进展。开发人员对可视化产品的期望不再是简单的图表创建工具,而是在交互、性能、数据处理等方面有更高的要求。 chart.setOption({ color: [ " ["username"]=> string(7) "Ry-yuan" ["tagsname"]=> string(33) "Javascript|Javascript执行过程" ["tagsid"]=> string(13) "["169","191"]" ["catesname"]=> string(0) "" ["catesid"]=> string(2) "[]" ["createtime"]=> string(10) "1511399901" ["_id"]=> string(3) "425" } [4]=> array(10) { ["id"]=> string(3) "424" ["text"]=> string(30) "C# 排序技术研究与对比" ["intro"]=> string(288) "目录 ECharts 异步加载 ECharts 数据可视化在过去几年中取得了巨大进展。开发人员对可视化产品的期望不再是简单的图表创建工具,而是在交互、性能、数据处理等方面有更高的要求。 chart.setOption({ color: [ " ["username"]=> string(9) "vveiliang" ["tagsname"]=> string(0) "" ["tagsid"]=> string(2) "[]" ["catesname"]=> string(8) ".Net Dev" ["catesid"]=> string(5) "[199]" ["createtime"]=> string(10) "1511399150" ["_id"]=> string(3) "424" } [5]=> array(10) { ["id"]=> string(3) "423" ["text"]=> string(72) "【算法】小白的算法笔记:快速排序算法的编码和优化" ["intro"]=> string(288) "目录 ECharts 异步加载 ECharts 数据可视化在过去几年中取得了巨大进展。开发人员对可视化产品的期望不再是简单的图表创建工具,而是在交互、性能、数据处理等方面有更高的要求。 chart.setOption({ color: [ " ["username"]=> string(9) "penghuwan" ["tagsname"]=> string(6) "算法" ["tagsid"]=> string(7) "["344"]" ["catesname"]=> string(0) "" ["catesid"]=> string(2) "[]" ["createtime"]=> string(10) "1511398109" ["_id"]=> string(3) "423" } [6]=> array(10) { ["id"]=> string(3) "422" ["text"]=> string(64) "JavaScript数据可视化编程学习(二)Flotr2,雷达图" ["intro"]=> string(288) "目录 ECharts 异步加载 ECharts 数据可视化在过去几年中取得了巨大进展。开发人员对可视化产品的期望不再是简单的图表创建工具,而是在交互、性能、数据处理等方面有更高的要求。 chart.setOption({ color: [ " ["username"]=> string(7) "chengxs" ["tagsname"]=> string(28) "数据可视化|前端学习" ["tagsid"]=> string(9) "[396,397]" ["catesname"]=> string(18) "前端基本知识" ["catesid"]=> string(5) "[198]" ["createtime"]=> string(10) "1511397800" ["_id"]=> string(3) "422" } [7]=> array(10) { ["id"]=> string(3) "421" ["text"]=> string(36) "C#表达式目录树(Expression)" ["intro"]=> string(288) "目录 ECharts 异步加载 ECharts 数据可视化在过去几年中取得了巨大进展。开发人员对可视化产品的期望不再是简单的图表创建工具,而是在交互、性能、数据处理等方面有更高的要求。 chart.setOption({ color: [ " ["username"]=> string(4) "wwym" ["tagsname"]=> string(0) "" ["tagsid"]=> string(2) "[]" ["catesname"]=> string(4) ".NET" ["catesid"]=> string(7) "["119"]" ["createtime"]=> string(10) "1511397474" ["_id"]=> string(3) "421" } [8]=> array(10) { ["id"]=> string(3) "420" ["text"]=> string(47) "数据结构 队列_队列实例:事件处理" ["intro"]=> string(288) "目录 ECharts 异步加载 ECharts 数据可视化在过去几年中取得了巨大进展。开发人员对可视化产品的期望不再是简单的图表创建工具,而是在交互、性能、数据处理等方面有更高的要求。 chart.setOption({ color: [ " ["username"]=> string(7) "idreamo" ["tagsname"]=> string(40) "C语言|数据结构|队列|事件处理" ["tagsid"]=> string(23) "["246","247","248",395]" ["catesname"]=> string(12) "数据结构" ["catesid"]=> string(7) "["133"]" ["createtime"]=> string(10) "1511397279" ["_id"]=> string(3) "420" } [9]=> array(10) { ["id"]=> string(3) "419" ["text"]=> string(47) "久等了,博客园官方Android客户端发布" ["intro"]=> string(288) "目录 ECharts 异步加载 ECharts 数据可视化在过去几年中取得了巨大进展。开发人员对可视化产品的期望不再是简单的图表创建工具,而是在交互、性能、数据处理等方面有更高的要求。 chart.setOption({ color: [ " ["username"]=> string(3) "cmt" ["tagsname"]=> string(0) "" ["tagsid"]=> string(2) "[]" ["catesname"]=> string(0) "" ["catesid"]=> string(2) "[]" ["createtime"]=> string(10) "1511396549" ["_id"]=> string(3) "419" } } ["count"]=> int(200) } 222 ELK日志解决方案 - 爱码网

1、方案整体设计

FileBeats+Logstash+ElasticSearch+Kibana

1)ElasticSearch

简称ES,用来做日志数据的存储,当然也可以存储其他数据,
ES是互联网应用全文检索的大杀器。

2)LogStash

用来做日志的收集、整理、拆分,负责将数据存储到ES中。
由于Logstash本身消耗资源较多,因此官方建议使用Filebeat来进行日志收集。

3)Kibana

用来做图形化页面,将ES中的数据用可视化的方式展现给用户,并支持多种功能,
例如:多维度查询、大盘监控、统计报表等等。

4)FileBeat

轻量级日志文件收集工具,占用资源特别少,收集到的日志数据可以输出到ES或LogStash中。
FileBeat只负责文件的收集,它是Beat家族的成员之一,关于Beat家族的其他成员可以查看官网。

当然,日志这块也可以有其他多种玩法,
例如我们可以将日志不打到xxx.log文件中,而是直接打到ES或LogStash里,或者中间再加一个mq来做异步。
本文的内容是基于xxx.log的玩法。

ELK日志解决方案

ELK日志解决方案

ELK日志解决方案

ELK日志解决方案

ELK日志解决方案

其它解决方案
ELK日志解决方案

1)主节点配置文件(data节点类似)

/opt/app/elasticsearch-7.4.1/elasticsearch.yml

cluster.name: escluster

node.name: ip101      #node.name: node-2#node.name: node-3
node.master: true
node.data: true

network.host: 0.0.0.0
http.port: 9200
transport.tcp.port: 9300

#Elasticsearch7新增参数,写入候选主节点的设备地址,来开启服务时就可以被选为主节点,由discovery.zen.ping.unicast.hosts:参数改变而来
discovery.seed_hosts: ["ip101","ip102","ip103"] 
#Elasticsearch7新增参数,写入候选主节点的设备地址,来开启服务时就可以被选为主节点
cluster.initial_master_nodes: ["ip101"]
#ES7后参数被废弃
#discovery.zen.ping.unicast.hosts: ["192.168.8.101:9300", "192.168.8.102:9300", "192.168.8.103:9300"]

http.cors.enabled: true
http.cors.allow-origin: "*"
2)启动
/bin/elasticsearch

3、Logstash 配置和启动

1) 配置
input {
  beats {
    type => "log"
    port => "5044" #开始本机的5044端口,监听
  }
}

filter{
  mutate{
    split=>["message","|"]
      add_field => {
        "log_date" => "%{[message][0]}"
      }
      add_field => {
        "log_level" => "%{[message][1]}"
      }
      add_field => {
        "log_thread" => "%{[message][2]}"
      }
      add_field => {
        "log_class" => "%{[message][3]}"
      }
      add_field => {
        "log_content" => "%{[message][4]}"
      }

      remove_field => ["message"]
  }
}

output {
  stdout { codec => rubydebug }
  elasticsearch {
    hosts => ["ip101:9200"]
    index => "%{type}-%{+YYYY.MM.dd}"
  }
}

2)启动
[root@ip101 config]# ../bin/logstash -f logstash.conf 

4、Filebeat 配置和启动

1) 配置
#=========================== Filebeat inputs ==============
filebeat.inputs:
- type: log
  enabled: true
  paths:
    - /var/log/test.log
#============================== Dashboards ===============
#setup.dashboards.enabled: false
#============================== Kibana ==================
#setup.kibana:
#       host: "192.168.101.5:5601"
#-------------------------- Elasticsearch output ---------
#output.elasticsearch:
#  hosts: ["192.168.8.101:9200"]
output.logstash:
  hosts: ["192.168.8.101:5044"]
2)启动
./filebeat -e -c my_filebeat.yml -d "publish"

5、Kibana配置和启动

1)配置

vi /opt/app/kibana-7.4.2-linux-x86_64/config/kibana.yml

# Kibana is served by a back end server. This setting specifies the port to use.
server.port: 5601

# Specifies the address to which the Kibana server will bind. IP addresses and host names are both valid values.
# The default is 'localhost', which usually means remote machines will not be able to connect.
# To allow connections from remote users, set this parameter to a non-loopback address.
server.host: "192.168.8.101"

# The URLs of the Elasticsearch instances to use for all your queries.
elasticsearch.hosts: ["http://192.168.8.101:9200"]
2)启动
bin/kibana
3)日志生成
[root@ip101 ~]# echo "2019-03-21 09:20:01,104|INFO|restartedMain|com.xxx.xxx.XXXApplication|xx1" >> /var/log/test.log

ELK日志解决方案

查看索引
ELK日志解决方案

{
	"took": 614,
	"timed_out": false,
	"_shards": {
		"total": 3,
		"successful": 3,
		"skipped": 0,
		"failed": 0
	},
	"hits": {
		"total": {
			"value": 1,
			"relation": "eq"
		},
		"max_score": 1.0,
		"hits": [{
			"_index": "log-2019.11.24",
			"_type": "_doc",
			"_id": "PVRinm4BNN16ymxsWjw_",
			"_score": 1.0,
			"_source": {
				"ecs": {
					"version": "1.1.0"
				},
				"input": {
					"type": "log"
				},
				"host": {
					"name": "ip101"
				},
				"log_level": "INFO",
				"type": "log",
				"log_thread": "restartedMain",
				"log_date": "2019-03-21 09:20:01,104",
				"log_class": "com.xxx.xxx.XXXApplication",
				"log": {
					"file": {
						"path": "/var/log/test.log"
					},
					"offset": 76
				},
				"@timestamp": "2019-11-24T17:07:38.924Z",
				"tags": ["beats_input_codec_plain_applied"],
				"@version": "1",
				"log_content": "xx1",
				"agent": {
					"hostname": "ip101",
					"version": "7.4.2",
					"type": "filebeat",
					"id": "b3f6ef05-d0b1-4861-99cf-3fa6d0619644",
					"ephemeral_id": "dc9170bf-becf-48c7-af03-21df118a8ee0"
				}
			}
		}]
	}
}

ELK日志解决方案

新增一条日志:
ELK日志解决方案

ELK日志解决方案

通过RestAPI获取:
ELK日志解决方案

MacBookPro:Chrome_Download zhangxm$ curl -X GET "192.168.8.101:9200/log-2019.11.24/_search" -H 'Content-Type: application/json' -d'
> {
>   "query": { "match": {"log_thread": "runningMain"} }
> }
> '
{"took":25,"timed_out":false,"_shards":{"total":3,"successful":3,"skipped":0,"failed":0},"hits":{"total":{"value":1,"relation":"eq"},"max_score":0.2876821,"hits":[{"_index":"log-2019.11.24","_type":"_doc","_id":"BFSFnm4BNN16ymxsDj6J","_score":0.2876821,"_source":{"ecs":{"version":"1.1.0"},"input":{"type":"log"},"host":{"name":"ip101"},"log_level":"INFO","type":"log","log_thread":"runningMain","log_date":"2019-11-25 09:20:01,104","log_class":"com.xxx.xxx.XXXApplication","log":{"file":{"path":"/var/log/test.log"},"offset":150},"@timestamp":"2019-11-24T17:45:42.453Z","tags":["beats_input_codec_plain_applied"],"@version":"1","log_content":"xx1","agent":{"hostname":"ip101","version":"7.4.2","type":"filebeat","id":"b3f6ef05-d0b1-4861-99cf-3fa6d0619644","ephemeral_id":"dc9170bf-becf-48c7-af03-21df118a8ee0"}}}]}}MacBookPro:Chrome_Download zhangxm$ 

另一个搜索条件

MacBookPro:Chrome_Download zhangxm$ curl -X GET "192.168.8.101:9200/log-2019.11.24/_search" -H 'Content-Type: application/json' -d'
{
  "query": { "match": {"log_thread": "restartedMain"} }
}
'
{"took":15,"timed_out":false,"_shards":{"total":3,"successful":3,"skipped":0,"failed":0},"hits":{"total":{"value":1,"relation":"eq"},"max_score":0.2876821,"hits":[{"_index":"log-2019.11.24","_type":"_doc","_id":"PVRinm4BNN16ymxsWjw_","_score":0.2876821,"_source":{"ecs":{"version":"1.1.0"},"input":{"type":"log"},"host":{"name":"ip101"},"log_level":"INFO","type":"log","log_thread":"restartedMain","log_date":"2019-03-21 09:20:01,104","log_class":"com.xxx.xxx.XXXApplication","log":{"file":{"path":"/var/log/test.log"},"offset":76},"@timestamp":"2019-11-24T17:07:38.924Z","tags":["beats_input_codec_plain_applied"],"@version":"1","log_content":"xx1","agent":{"hostname":"ip101","version":"7.4.2","type":"filebeat","id":"b3f6ef05-d0b1-4861-99cf-3fa6d0619644","ephemeral_id":"dc9170bf-becf-48c7-af03-21df118a8ee0"}}}]}}MacBookPro:Chrome_Download zhangxm$ 

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