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最牛逼的性能监控系统,SkyWalking 集强大于一身!

更新时间:2022-07-04 13:42:40

SkyWalking 是一个应用性能监控系统,特别为微服务、云原生和基于容器(Docker, Kubernetes, Mesos)体系结构而设计。


除了应用指标监控以外,它还能对分布式调用链路进行追踪。类似功能的组件还有:Zipkin、Pinpoint、CAT等。


上几张图,看看效果,然后再一步一步搭建并使用。最牛逼的性能监控系统,SkyWalking 集强大于一身!最牛逼的性能监控系统,SkyWalking 集强大于一身!1、概念与架构

SkyWalking是一个开源监控平台,用于从服务和云原生基础设施收集、分析、聚合和可视化数据。SkyWalking提供了一种简单的方法来维护分布式系统的清晰视图,甚至可以跨云查看。它是一种现代APM,专门为云原生、基于容器的分布式系统设计。


SkyWalking从三个维度对应用进行监视:service(服务), service instance(实例), endpoint(端点)


服务和实例就不多说了,端点是服务中的某个路径或者说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允许用户了解服务和端点之间的拓扑关系,查看每个服务/服务实例/端点的度量,并设置警报规则。


1.1. 架构

最牛逼的性能监控系统,SkyWalking 集强大于一身!

2、下载与安装

SkyWalking有两中版本,ES版本和非ES版。


如果我们决定采用ElasticSearch作为存储,那么就下载es版本。


https://skywalking.apache.org/downloads/\ https://archive.apache.org/dist/skywalking/

最牛逼的性能监控系统,SkyWalking 集强大于一身!最牛逼的性能监控系统,SkyWalking 集强大于一身!agent目录将来要拷贝到各服务所在机器上用作探针


bin目录是服务启动脚本


config目录是配置文件


oap-libs目录是oap服务运行所需的jar包


webapp目录是web服务运行所需的jar包


接下来,要选择存储了,支持的存储有:


H2

ElasticSearch 6, 7

MySQL

TiDB

InfluxDB

作为监控系统,首先排除H2和MySQL,这里推荐InfluxDB,它本身就是时序数据库,非常适合这种场景


但是InfluxDB我不是很熟悉,所以这里先用ElasticSearch7


https://github.com/apache/skywalking/blob/master/docs/en/setup/backend/backend-storage.md


2.1. 安装ElasticSearch

https://www.elastic.co/guide/en/elasticsearch/reference/7.10/targz.html最牛逼的性能监控系统,SkyWalking 集强大于一身!

[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

最牛逼的性能监控系统,SkyWalking 集强大于一身!最牛逼的性能监控系统,SkyWalking 集强大于一身!最牛逼的性能监控系统,SkyWalking 集强大于一身!最牛逼的性能监控系统,SkyWalking 集强大于一身!最牛逼的性能监控系统,SkyWalking 集强大于一身!最牛逼的性能监控系统,SkyWalking 集强大于一身!最牛逼的性能监控系统,SkyWalking 集强大于一身!

java -javaagent:./agent/skywalking-agent.jar -Dspring.profiles.active=dev -Xms512m -Xmx1024m -jar demo-0.0.1-SNAPSHOT.jar

最牛逼的性能监控系统,SkyWalking 集强大于一身!最牛逼的性能监控系统,SkyWalking 集强大于一身!为了使用钉钉机器人通知,接下来,新建一个项目:

<?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 基础就不介绍了,推荐看下这个教程:

https://github.com/javastacks/spring-boot-best-practice

可选依赖(不建议引入)最牛逼的性能监控系统,SkyWalking 集强大于一身!

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;

}

发送钉钉机器人消息:

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 + "&timestamp=" + 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("-----来自SkyWalking的告警-----\n【名称】: {0}\n【消息】: {1}\n", e.getName(), e.getAlarmMessage())));
       }
    }
}

最牛逼的性能监控系统,SkyWalking 集强大于一身!参考文档:


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


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