自從上了 SkyWalking，睡覺(jué)真香！
作者：廢物大師兄
來(lái)源：www.cnblogs.com/cjsblog/p/14075486.html
SkyWalking 是一個(gè)應(yīng)用性能監(jiān)控系統(tǒng)，特別為微服務(wù)、云原生和基于容器（Docker, Kubernetes, Mesos）體系結(jié)構(gòu)而設(shè)計(jì)。
除了應(yīng)用指標(biāo)監(jiān)控以外，它還能對(duì)分布式調(diào)用鏈路進(jìn)行追蹤。類(lèi)似功能的組件還有：Zipkin、Pinpoint、CAT等。
1、概念與架構(gòu)
SkyWalking是一個(gè)開(kāi)源監(jiān)控平臺(tái)，用于從服務(wù)和云原生基礎(chǔ)設(shè)施收集、分析、聚合和可視化數(shù)據(jù)。
SkyWalking提供了一種簡(jiǎn)單的方法來(lái)維護(hù)分布式系統(tǒng)的清晰視圖，甚至可以跨云查看。它是一種現(xiàn)代APM，專(zhuān)門(mén)為云原生、基于容器的分布式系統(tǒng)設(shè)計(jì)。
SkyWalking從三個(gè)維度對(duì)應(yīng)用進(jìn)行監(jiān)視：service（服務(wù)）, service instance（實(shí)例）, endpoint（端點(diǎn)）
服務(wù)和實(shí)例就不多說(shuō)了，端點(diǎn)是服務(wù)中的某個(gè)路徑或者說(shuō)URI
SkyWalking allows users to understand the topology relationship between Services and Endpoints, to view the metrics of every Service/Service Instance/Endpoint and to set alarm rules.
SkyWalking允許用戶了解服務(wù)和端點(diǎn)之間的拓?fù)潢P(guān)系，查看每個(gè)服務(wù)/服務(wù)實(shí)例/端點(diǎn)的度量，并設(shè)置警報(bào)規(guī)則。
1.1. 架構(gòu)
這個(gè)結(jié)構(gòu)就很清晰了，探針就是Agent負(fù)責(zé)采集數(shù)據(jù)并上報(bào)給服務(wù)端，服務(wù)端對(duì)數(shù)據(jù)進(jìn)行處理和存儲(chǔ)，UI負(fù)責(zé)展示
2、下載與安裝
SkyWalking有兩中版本，ES版本和非ES版。
如果我們決定采用ElasticSearch作為存儲(chǔ)，那么就下載es版本。
https://skywalking.apache.org/downloads/
https://archive.apache.org/dist/skywalking/
bin目錄是服務(wù)啟動(dòng)腳本
config目錄是配置文件
oap-libs目錄是oap服務(wù)運(yùn)行所需的jar包
webapp目錄是web服務(wù)運(yùn)行所需的jar包
接下來(lái)，要選擇存儲(chǔ)了，支持的存儲(chǔ)有：
H2 ElasticSearch 6, 7 MySQL TiDB InfluxDB
作為監(jiān)控系統(tǒng)，首先排除H2和MySQL，這里推薦InfluxDB，它本身就是時(shí)序數(shù)據(jù)庫(kù)，非常適合這種場(chǎng)景
但是InfluxDB我不是很熟悉，所以這里先用ElasticSearch7
https://github.com/apache/skywalking/blob/master/docs/en/setup/backend/backend-storage.md
2.1. 安裝ElasticSearch
https://www.elastic.co/guide/en/elasticsearch/reference/7.10/targz.html
# 啟動(dòng)
./bin/elasticsearch -d -p pid
# 停止
pkill -F pid
[1]: max file descriptors [4096] for elasticsearch process is too low, increase to at least [65535]
[2]: max virtual memory areas vm.max_map_count [65530] is too low, increase to at least [262144]
[3]: the default discovery settings are unsuitable for production use; at least one of [discovery.seed_hosts, discovery.seed_providers, cluster.initial_master_nodes] must be configured
解決方法：
在 /etc/security/limits.conf 文件中追加以下內(nèi)容：
* soft nofile 65536
* hard nofile 65536
* soft nproc 4096
* hard nproc 4096
可通過(guò)以下四個(gè)命令查看修改結(jié)果：
ulimit -Hn
ulimit -Sn
ulimit -Hu
ulimit -Su
修改 /etc/sysctl.conf 文件，追加以下內(nèi)容：
vm.max_map_count=262144
修改es配置文件 elasticsearch.yml 取消注釋?zhuān)Ａ粢粋€(gè)節(jié)點(diǎn)
cluster.initial_master_nodes: ["node-1"]
為了能夠ip:port方式訪問(wèn)，還需修改網(wǎng)絡(luò)配置
network.host: 0.0.0.0
修改完是這樣的：
至此，ElasticSearch算是啟動(dòng)成功了
一個(gè)節(jié)點(diǎn)還不夠，這里用三個(gè)節(jié)點(diǎn)搭建一個(gè)集群
192.168.100.14 config/elasticsearch.yml
cluster.name: my-monitor
node.name: node-1
network.host: 192.168.100.14
http.port: 9200
discovery.seed_hosts: ["192.168.100.14:9300", "192.168.100.15:9300", "192.168.100.19:9300"]
cluster.initial_master_nodes: ["node-1"]
192.168.100.15 config/elasticsearch.yml
cluster.name: my-monitor
node.name: node-2
network.host: 192.168.100.15
http.port: 9200
discovery.seed_hosts: ["192.168.100.14:9300", "192.168.100.15:9300", "192.168.100.19:9300"]
cluster.initial_master_nodes: ["node-1"]
192.168.100.19 config/elasticsearch.yml
cluster.name: my-monitor
node.name: node-3
network.host: 192.168.100.19
http.port: 9200
discovery.seed_hosts: ["192.168.100.14:9300", "192.168.100.15:9300", "192.168.100.19:9300"]
cluster.initial_master_nodes: ["node-1"]
同時(shí)，建議修改三個(gè)節(jié)點(diǎn)config/jvm.options
-Xms2g
-Xmx2g
依次啟動(dòng)三個(gè)節(jié)點(diǎn)
pkill -F pid
./bin/elasticsearch -d -p pid
接下來(lái)，修改skywalking下config/application.yml 中配置es地址即可
storage:
selector: ${SW_STORAGE:elasticsearch7}
elasticsearch7:
nameSpace: ${SW_NAMESPACE:""}
clusterNodes: ${SW_STORAGE_ES_CLUSTER_NODES:192.168.100.14:9200,192.168.100.15:9200,192.168.100.19:9200}
2.2. 安裝Agent
https://github.com/apache/skywalking/blob/v8.2.0/docs/en/setup/service-agent/java-agent/README.md
將agent目錄拷貝至各服務(wù)所在的機(jī)器上
scp -r ./agent [email protected]:~/
這里，我將它拷貝至各個(gè)服務(wù)目錄下
修改 agent/config/agent.config 配置文件，也可以通過(guò)命令行參數(shù)指定
主要是配置服務(wù)名稱(chēng)和后端服務(wù)地址
agent.service_name=${SW_AGENT_NAME:user-center}
collector.backend_service=${SW_AGENT_COLLECTOR_BACKEND_SERVICES:192.168.100.17:11800}
當(dāng)然，也可以通過(guò)環(huán)境變量或系統(tǒng)屬性的方式來(lái)設(shè)置，例如：
export SW_AGENT_COLLECTOR_BACKEND_SERVICES=127.0.0.1:11800
最后，在服務(wù)啟動(dòng)的時(shí)候用命令行參數(shù) -javaagent 來(lái)指定探針
java -javaagent:/path/to/skywalking-agent/skywalking-agent.jar -jar yourApp.jar
例如：
java -javaagent:./agent/skywalking-agent.jar -Dspring.profiles.active=dev -Xms512m -Xmx1024m -jar demo-0.0.1-SNAPSHOT.jar
3、啟動(dòng)服務(wù)
修改 webapp/webapp.yml 文件，更改端口號(hào)及后端服務(wù)地址
server:
port: 9000
collector:
path: /graphql
ribbon:
ReadTimeout: 10000
# Point to all backend's restHost:restPort, split by ,
listOfServers: 127.0.0.1:12800
啟動(dòng)服務(wù)
bin/startup.sh
或者分別依次啟動(dòng)
bin/oapService.sh
bin/webappService.sh
查看logs目錄下的日志文件，看是否啟動(dòng)成功
瀏覽器訪問(wèn) http://127.0.0.1:9000
4、告警
編輯 alarm-settings.yml 設(shè)置告警規(guī)則和通知：
https://github.com/apache/skywalking/blob/v8.2.0/docs/en/setup/backend/backend-alarm.md
重點(diǎn)說(shuō)下告警通知
為了使用釘釘機(jī)器人通知，接下來(lái)，新建一個(gè)項(xiàng)目：
<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
<modelVersion>4.0.0</modelVersion>
<parent>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-parent</artifactId>
<version>2.4.0</version>
<relativePath/> <!-- lookup parent from repository -->
</parent>
<groupId>com.wt.monitor</groupId>
<artifactId>skywalking-alarm</artifactId>
<version>1.0.0-SNAPSHOT</version>
<name>skywalking-alarm</name>
<properties>
<java.version>1.8</java.version>
</properties>
<dependencies>
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-web</artifactId>
</dependency>
<dependency>
<groupId>com.aliyun</groupId>
<artifactId>alibaba-dingtalk-service-sdk</artifactId>
<version>1.0.1</version>
</dependency>
<dependency>
<groupId>commons-codec</groupId>
<artifactId>commons-codec</artifactId>
<version>1.15</version>
</dependency>
<dependency>
<groupId>com.alibaba</groupId>
<artifactId>fastjson</artifactId>
<version>1.2.75</version>
</dependency>
<dependency>
<groupId>org.projectlombok</groupId>
<artifactId>lombok</artifactId>
<optional>true</optional>
</dependency>
</dependencies>
<build>
<plugins>
<plugin>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-maven-plugin</artifactId>
</plugin>
</plugins>
</build>
</project>
Spring Boot 基礎(chǔ)就不介紹了，推薦看下這個(gè)教程：
https://github.com/javastacks/spring-boot-best-practice
可選依賴（不建議引入）
<dependency
<groupId>org.apache.skywalking</groupId>
<artifactId>server-core</artifactId>
<version>8.2.0</version>
</dependency>
定義告警消息實(shí)體類(lèi)：
package com.wt.monitor.skywalking.alarm.domain;
import lombok.Data;
import java.io.Serializable;
/**
* @author ChengJianSheng
* @date 2020/12/1
*/
@Data
public class AlarmMessageDTO implements Serializable {
private int scopeId;
private String scope;
/**
* Target scope entity name
*/
private String name;
private String id0;
private String id1;
private String ruleName;
/**
* Alarm text message
*/
private String alarmMessage;
/**
* Alarm time measured in milliseconds
*/
private long startTime;
}
發(fā)送釘釘機(jī)器人消息：
package com.wt.monitor.skywalking.alarm.service;
import com.dingtalk.api.DefaultDingTalkClient;
import com.dingtalk.api.DingTalkClient;
import com.dingtalk.api.request.OapiRobotSendRequest;
import com.taobao.api.ApiException;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.codec.binary.Base64;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.stereotype.Service;
import javax.crypto.Mac;
import javax.crypto.spec.SecretKeySpec;
import java.io.UnsupportedEncodingException;
import java.net.URLEncoder;
import java.security.InvalidKeyException;
import java.security.NoSuchAlgorithmException;
/**
* https://ding-doc.dingtalk.com/doc#/serverapi2/qf2nxq
* @author ChengJianSheng
* @data 2020/12/1
*/
@Slf4j
@Service
public class DingTalkAlarmService {
@Value("${dingtalk.webhook}")
private String webhook;
@Value("${dingtalk.secret}")
private String secret;
public void sendMessage(String content) {
try {
Long timestamp = System.currentTimeMillis();
String stringToSign = timestamp + "\n" + secret;
Mac mac = Mac.getInstance("HmacSHA256");
mac.init(new SecretKeySpec(secret.getBytes("UTF-8"), "HmacSHA256"));
byte[] signData = mac.doFinal(stringToSign.getBytes("UTF-8"));
String sign = URLEncoder.encode(new String(Base64.encodeBase64(signData)),"UTF-8");
String serverUrl = webhook + "×tamp=" + timestamp + "&sign=" + sign;
DingTalkClient client = new DefaultDingTalkClient(serverUrl);
OapiRobotSendRequest request = new OapiRobotSendRequest();
request.setMsgtype("text");
OapiRobotSendRequest.Text text = new OapiRobotSendRequest.Text();
text.setContent(content);
request.setText(text);
client.execute(request);
} catch (ApiException e) {
e.printStackTrace();
log.error(e.getMessage(), e);
} catch (NoSuchAlgorithmException e) {
e.printStackTrace();
log.error(e.getMessage(), e);
} catch (UnsupportedEncodingException e) {
e.printStackTrace();
log.error(e.getMessage(), e);
} catch (InvalidKeyException e) {
e.printStackTrace();
log.error(e.getMessage(), e);
}
}
}
AlarmController.java
package com.wt.monitor.skywalking.alarm.controller;
import com.alibaba.fastjson.JSON;
import com.wt.monitor.skywalking.alarm.domain.AlarmMessageDTO;
import com.wt.monitor.skywalking.alarm.service.DingTalkAlarmService;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RequestBody;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;
import java.text.MessageFormat;
import java.util.List;
/**
* @author ChengJianSheng
* @date 2020/12/1
*/
@Slf4j
@RestController
@RequestMapping("/skywalking")
public class AlarmController {
@Autowired
private DingTalkAlarmService dingTalkAlarmService;
@PostMapping("/alarm")
public void alarm(@RequestBody List<AlarmMessageDTO> alarmMessageDTOList) {
log.info("收到告警信息: {}", JSON.toJSONString(alarmMessageDTOList));
if (null != alarmMessageDTOList) {
alarmMessageDTOList.forEach(e->dingTalkAlarmService.sendMessage(MessageFormat.format("-----來(lái)自SkyWalking的告警-----\n【名稱(chēng)】: {0}\n【消息】: {1}\n", e.getName(), e.getAlarmMessage())));
}
}
}
參考文檔：
https://skywalking.apache.org/
https://skywalking.apache.org/zh/\ https://github.com/apache/skywalking/tree/v8.2.0/docs
https://archive.apache.org/dist/
https://www.elastic.co/guide/en/elasticsearch/reference/master/index.html
https://www.elastic.co/guide/en/elasticsearch/reference/7.10/modules-discovery-bootstrap-cluster.html
https://www.elastic.co/guide/en/elasticsearch/reference/7.10/modules-discovery-hosts-providers.html
最后，感謝閱讀～