skywalking 链路追踪组件使用

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skywalking 链路追踪组件使用

2023-05-16 17:31| 来源: 网络整理| 查看: 265

 之前链路追踪的时候简单的有sleuth, 可以实现每个请求加一个traceId 和 spanId。其只是简单的对请求链路进行追踪,也基于slf4j的MDC 实现了日志增加输出链路信息,排错误的时候可以看到一些路由信息。

  skywalking 比较全面,基于javaagent 探针技术,可以监测的信息比较多,比如链路信息、实例信息、数据库、vm、k8s 等都支持。并且也实现了日志采集以及日志分析。 简单研究下其使用。

  参考: https://skywalking.apache.org/

1. 下载解压

我下载的版本是apache-skywalking-apm-bin-es7, 下载解压后目录如下:

 2. 修改配置

  修改存储采用mysql, 在自己的mysql 服务器上创建swtest 数据库。

  修改%skywalking%/config/application.yml 配置文件。 修改数据源采用mysql: 大概112 行左右, 修改默认数据源采用mysql

storage: selector: ${SW_STORAGE:mysql}

修改172 行左右mysql 相关配置(主要是账号密码相关)

mysql: properties: jdbcUrl: ${SW_JDBC_URL:"jdbc:mysql://localhost:3306/swtest"} dataSource.user: ${SW_DATA_SOURCE_USER:root} dataSource.password: ${SW_DATA_SOURCE_PASSWORD:123456} dataSource.cachePrepStmts: ${SW_DATA_SOURCE_CACHE_PREP_STMTS:true} dataSource.prepStmtCacheSize: ${SW_DATA_SOURCE_PREP_STMT_CACHE_SQL_SIZE:250} dataSource.prepStmtCacheSqlLimit: ${SW_DATA_SOURCE_PREP_STMT_CACHE_SQL_LIMIT:2048} dataSource.useServerPrepStmts: ${SW_DATA_SOURCE_USE_SERVER_PREP_STMTS:true} metadataQueryMaxSize: ${SW_STORAGE_MYSQL_QUERY_MAX_SIZE:5000} maxSizeOfArrayColumn: ${SW_STORAGE_MAX_SIZE_OF_ARRAY_COLUMN:20} numOfSearchableValuesPerTag: ${SW_STORAGE_NUM_OF_SEARCHABLE_VALUES_PER_TAG:2} 3. 启动应用

%skywalking%/bin/startup.bat  启动应用

点击后可以看到启动两个窗口,一个Collector, 一个Webapp

1. Collector

2. Webapp 相关jar 包以及配置在%skywalking%/webapp 目录下面, 其中的配置可以用于修改web 服务启动的端口相关信息

访问8080 端口测试如下:

 4. 应用程序接入sky

  应用程序接入的时候是通过javaagent 代理的时候接入的。 

(1) 网关服务接入

-javaagent:D:\study\skywalking\apache-skywalking-apm-bin-es7\agent\skywalking-agent.jar -Dskywalking.agent.service_name=gateway -Dskywalking.collector.backend_service=127.0.0.1:11800

-javaagent:指定skywalking中的agent中的skywalking-agent.jar的路径

-Dskywalking.agent.service_name:指定在skywalking中的服务名称,一般是微服务的spring.application.name

-Dskywalking.collector.backend_service:指定oap服务绑定的地址,我这里是本地,并且oap服务默认的端口是11800,因此只需要配置为127.0.0.1:11800

(2) producer 服务接入

-javaagent:D:\study\skywalking\apache-skywalking-apm-bin-es7\agent\skywalking-agent.jar -Dskywalking.agent.service_name=sky-producer -Dskywalking.collector.backend_service=127.0.0.1:11800

(3) consumer 接入

-javaagent:D:\study\skywalking\apache-skywalking-apm-bin-es7\agent\skywalking-agent.jar -Dskywalking.agent.service_name=sky-producer -Dskywalking.collector.backend_service=127.0.0.1:11800 5. 启动后访问后端一些请求查看sky

(1) 查看拓扑图

 (2) 追踪: 可以看到一些请求的链路信息

 (3) 另外sky 也能追踪一些Feign 接口以及一些mysql 查询相关,可以说非常的方便。 比如自己再加入两个服务,一个payment 服务是调用数据库查询,另一个通过OpenFeign 调用该接口,查看追踪信息如下

 继续点击mysql那一条记录, 可以看到打出相关的mysql 执行的服务器以及语句如下

 (4) 查看仪表盘信息, 仪表盘有各个服务的信息,也有数据库相关信息

 数据库信息如下:

 6. 业务系统日志接入skywalking

  业务系统接入日志有两种方式, 第一种是自己系统内部接入,只是给每个请求接入一个traceId, 想当于一个请求链有一个traceId, 但是日志不上报到skywalking 服务器; 第二种就是生成traceId 的同时将日志传输到skywalking。

第一种:控制台日志和文件日志加入tid, 便于链路追踪查看日志

1》 pom 文件加入

org.apache.skywalking apm-toolkit-logback-1.x 8.5.0

2》 两个jvm 参数开启日志插件

producer:

-javaagent:D:\study\skywalking\apache-skywalking-apm-bin-es7\agent\skywalking-agent.jar -Dskywalking.agent.service_name=sky-producer -Dskywalking.collector.backend_service=127.0.0.1:11800 -Dskywalking.plugin.toolkit.log.grpc.reporter.server_host=127.0.0.1 -Dskywalking.plugin.toolkit.log.grpc.reporter.server_port=11800

consumer:

-javaagent:D:\study\skywalking\apache-skywalking-apm-bin-es7\agent\skywalking-agent.jar -Dskywalking.agent.service_name=sky-consumer -Dskywalking.collector.backend_service=127.0.0.1:11800 -Dskywalking.plugin.toolkit.log.grpc.reporter.server_host=127.0.0.1 -Dskywalking.plugin.toolkit.log.grpc.reporter.server_port=11800

3》 增加logback-spring.xml, 配置如下

producer:

${LOG_PATTERN} ${LOG_HOME}${APP_NAME}.%d{yyyy-MM-dd}.log ${LOG_FILE_EXPIRE_TIME} ${LOG_PATTERN} View Code

consumer:

${LOG_PATTERN} ${LOG_HOME}${APP_NAME}.%d{yyyy-MM-dd}.log ${LOG_FILE_EXPIRE_TIME} ${LOG_PATTERN} View Code

4》 测试代码:

sky-producer 服务接口:

package cn.qz.controller; import cn.qz.cloud.utils.JSONResultUtil; import lombok.extern.slf4j.Slf4j; import org.springframework.beans.factory.annotation.Value; import org.springframework.web.bind.annotation.GetMapping; import org.springframework.web.bind.annotation.RequestMapping; import org.springframework.web.bind.annotation.RestController; import javax.servlet.ServletRequest; import javax.servlet.http.HttpServletRequest; import java.util.Enumeration; @RestController @RequestMapping("/sky-producer") @Slf4j public class SkyProducerController { @Value("${server.port}") private String port; @GetMapping("/port") public JSONResultUtil port(ServletRequest servletRequest) { HttpServletRequest request = (HttpServletRequest) servletRequest; Enumeration headerNames = request.getHeaderNames(); while (headerNames.hasMoreElements()) { String s = headerNames.nextElement(); log.info("header: {}, value: {}", s, request.getHeader(s)); } log.info("port: {}", port); return JSONResultUtil.successWithData(port); } }

sky-consumer 服务代码: 通过restTemplate 调用producer 服务

package cn.qz.cloud.controller; import cn.qz.cloud.utils.JSONResultUtil; import lombok.extern.slf4j.Slf4j; import org.springframework.beans.factory.annotation.Autowired; import org.springframework.beans.factory.annotation.Value; import org.springframework.web.bind.annotation.GetMapping; import org.springframework.web.bind.annotation.RequestMapping; import org.springframework.web.bind.annotation.RestController; import org.springframework.web.client.RestTemplate; @RestController @RequestMapping("/sky-consumer") @Slf4j public class SkyConsumerController { @Autowired private RestTemplate restTemplate; @Value("${server.port}") private String port; @GetMapping("/port") public JSONResultUtil port() { log.info("port: {}", port); return JSONResultUtil.successWithData(port); } @GetMapping("/producer-port") public JSONResultUtil producerPort() { JSONResultUtil result = restTemplate.getForObject("http://cloud-skywalking-producer/sky-producer/port", JSONResultUtil.class); log.info("producer-port: {}", result.getData()); return result; } }

5》 测试: 访问两次

XXX@XXX-NC01 MINGW64 /e/ideaspace/imc (dev) $ curl http://localhost:6062/sky-consumer/producer-port % Total % Received % Xferd Average Speed Time Time Time Current Dload Upload Total Spent Left Speed 100 52 0 52 0 0 1733 0 --:--:-- --:--:-- --:--:-- 1793{"success":true,"code":"200","msg":"","data":"6061"} XXX@XXX-NC01 MINGW64 /e/ideaspace/imc (dev) $ curl http://localhost:6062/sky-consumer/producer-port % Total % Received % Xferd Average Speed Time Time Time Current Dload Upload Total Spent Left Speed 100 52 0 52 0 0 1793 0 --:--:-- --:--:-- --:--:-- 1793{"success":true,"code":"200","msg":"","data":"6061"}

6》 查看日志: 可以看到两次请求生成的TID 不同

consumer:

2021-12-10 10:59:51 | INFO | TID:864ed656592848f8802017f8d40db60e.60.16391051914600001 | http-nio-6062-exec-5 | cn.qz.cloud.controller.SkyConsumerController | producer-port: 6061 2021-12-10 11:01:18 | INFO | TID:864ed656592848f8802017f8d40db60e.58.16391052783780001 | http-nio-6062-exec-3 | cn.qz.cloud.controller.SkyConsumerController | producer-port: 6061

producer:

2021-12-10 10:59:51 | INFO | TID:864ed656592848f8802017f8d40db60e.60.16391051914600001 | http-nio-6061-exec-2 | cn.qz.controller.SkyProducerController | header: sw8, value: 1-ODY0ZWQ2NTY1OTI4NDhmODgwMjAxN2Y4ZDQwZGI2MGUuNjAuMTYzOTEwNTE5MTQ2MDAwMDE=-ODY0ZWQ2NTY1OTI4NDhmODgwMjAxN2Y4ZDQwZGI2MGUuNjAuMTYzOTEwNTE5MTQ2MDAwMDA=-1-c2t5LWNvbnN1bWVy-NzVjYmIxZDZhYzFiNDIzNGIzNmFjNmMzMWIxN2E4MjlAMTkyLjE2OC45OS4x-e0dFVH0vc2t5LWNvbnN1bWVyL3Byb2R1Y2VyLXBvcnQ=-Y2xvdWQtc2t5d2Fsa2luZy1wcm9kdWNlcjo4MA== 2021-12-10 10:59:51 | INFO | TID:864ed656592848f8802017f8d40db60e.60.16391051914600001 | http-nio-6061-exec-2 | cn.qz.controller.SkyProducerController | header: sw8-correlation, value: 2021-12-10 10:59:51 | INFO | TID:864ed656592848f8802017f8d40db60e.60.16391051914600001 | http-nio-6061-exec-2 | cn.qz.controller.SkyProducerController | header: sw8-x, value: 0- 2021-12-10 10:59:51 | INFO | TID:864ed656592848f8802017f8d40db60e.60.16391051914600001 | http-nio-6061-exec-2 | cn.qz.controller.SkyProducerController | header: accept, value: application/json, application/*+json 2021-12-10 10:59:51 | INFO | TID:864ed656592848f8802017f8d40db60e.60.16391051914600001 | http-nio-6061-exec-2 | cn.qz.controller.SkyProducerController | header: user-agent, value: Java/1.8.0_291 2021-12-10 10:59:51 | INFO | TID:864ed656592848f8802017f8d40db60e.60.16391051914600001 | http-nio-6061-exec-2 | cn.qz.controller.SkyProducerController | header: host, value: localhost:6061 2021-12-10 10:59:51 | INFO | TID:864ed656592848f8802017f8d40db60e.60.16391051914600001 | http-nio-6061-exec-2 | cn.qz.controller.SkyProducerController | header: connection, value: keep-alive 2021-12-10 10:59:51 | INFO | TID:864ed656592848f8802017f8d40db60e.60.16391051914600001 | http-nio-6061-exec-2 | cn.qz.controller.SkyProducerController | port: 6061 2021-12-10 11:01:18 | INFO | TID:864ed656592848f8802017f8d40db60e.58.16391052783780001 | http-nio-6061-exec-4 | cn.qz.controller.SkyProducerController | header: sw8, value: 1-ODY0ZWQ2NTY1OTI4NDhmODgwMjAxN2Y4ZDQwZGI2MGUuNTguMTYzOTEwNTI3ODM3ODAwMDE=-ODY0ZWQ2NTY1OTI4NDhmODgwMjAxN2Y4ZDQwZGI2MGUuNTguMTYzOTEwNTI3ODM3ODAwMDA=-1-c2t5LWNvbnN1bWVy-NzVjYmIxZDZhYzFiNDIzNGIzNmFjNmMzMWIxN2E4MjlAMTkyLjE2OC45OS4x-e0dFVH0vc2t5LWNvbnN1bWVyL3Byb2R1Y2VyLXBvcnQ=-Y2xvdWQtc2t5d2Fsa2luZy1wcm9kdWNlcjo4MA== 2021-12-10 11:01:18 | INFO | TID:864ed656592848f8802017f8d40db60e.58.16391052783780001 | http-nio-6061-exec-4 | cn.qz.controller.SkyProducerController | header: sw8-correlation, value: 2021-12-10 11:01:18 | INFO | TID:864ed656592848f8802017f8d40db60e.58.16391052783780001 | http-nio-6061-exec-4 | cn.qz.controller.SkyProducerController | header: sw8-x, value: 0- 2021-12-10 11:01:18 | INFO | TID:864ed656592848f8802017f8d40db60e.58.16391052783780001 | http-nio-6061-exec-4 | cn.qz.controller.SkyProducerController | header: accept, value: application/json, application/*+json 2021-12-10 11:01:18 | INFO | TID:864ed656592848f8802017f8d40db60e.58.16391052783780001 | http-nio-6061-exec-4 | cn.qz.controller.SkyProducerController | header: user-agent, value: Java/1.8.0_291 2021-12-10 11:01:18 | INFO | TID:864ed656592848f8802017f8d40db60e.58.16391052783780001 | http-nio-6061-exec-4 | cn.qz.controller.SkyProducerController | header: host, value: localhost:6061 2021-12-10 11:01:18 | INFO | TID:864ed656592848f8802017f8d40db60e.58.16391052783780001 | http-nio-6061-exec-4 | cn.qz.controller.SkyProducerController | header: connection, value: keep-alive 2021-12-10 11:01:18 | INFO | TID:864ed656592848f8802017f8d40db60e.58.16391052783780001 | http-nio-6061-exec-4 | cn.qz.controller.SkyProducerController | port: 6061

7》 查看文件

  查看本地日志文件可以看到和上面一样, 有TID相关信息

8》 小结

org.apache.skywalking.apm.toolkit.log.logback.v1.x.TraceIdPatternLogbackLayout 源码:

package org.apache.skywalking.apm.toolkit.log.logback.v1.x; import ch.qos.logback.classic.PatternLayout; public class TraceIdPatternLogbackLayout extends PatternLayout { public TraceIdPatternLogbackLayout() { } static { defaultConverterMap.put("tid", LogbackPatternConverter.class.getName()); } } View Code

ch.qos.logback.classic.PatternLayout 源码 可以看到一些默认的配置信息

/** * Logback: the reliable, generic, fast and flexible logging framework. * Copyright (C) 1999-2015, QOS.ch. All rights reserved. * * This program and the accompanying materials are dual-licensed under * either the terms of the Eclipse Public License v1.0 as published by * the Eclipse Foundation * * or (per the licensee's choosing) * * under the terms of the GNU Lesser General Public License version 2.1 * as published by the Free Software Foundation. */ package ch.qos.logback.classic; import java.util.HashMap; import java.util.Map; import ch.qos.logback.classic.pattern.*; import ch.qos.logback.classic.pattern.color.HighlightingCompositeConverter; import ch.qos.logback.classic.spi.ILoggingEvent; import ch.qos.logback.core.CoreConstants; import ch.qos.logback.core.pattern.PatternLayoutBase; import ch.qos.logback.core.pattern.color.*; import ch.qos.logback.core.pattern.parser.Parser; /** *

* A flexible layout configurable with pattern string. The goal of this class is * to {@link #format format} a {@link ILoggingEvent} and return the results in a * {#link String}. The format of the result depends on the * conversion pattern. *

* For more information about this layout, please refer to the online manual at * http://logback.qos.ch/manual/layouts.html#PatternLayout * */ public class PatternLayout extends PatternLayoutBase { public static final Map defaultConverterMap = new HashMap(); public static final String HEADER_PREFIX = "#logback.classic pattern: "; static { defaultConverterMap.putAll(Parser.DEFAULT_COMPOSITE_CONVERTER_MAP); defaultConverterMap.put("d", DateConverter.class.getName()); defaultConverterMap.put("date", DateConverter.class.getName()); defaultConverterMap.put("r", RelativeTimeConverter.class.getName()); defaultConverterMap.put("relative", RelativeTimeConverter.class.getName()); defaultConverterMap.put("level", LevelConverter.class.getName()); defaultConverterMap.put("le", LevelConverter.class.getName()); defaultConverterMap.put("p", LevelConverter.class.getName()); defaultConverterMap.put("t", ThreadConverter.class.getName()); defaultConverterMap.put("thread", ThreadConverter.class.getName()); defaultConverterMap.put("lo", LoggerConverter.class.getName()); defaultConverterMap.put("logger", LoggerConverter.class.getName()); defaultConverterMap.put("c", LoggerConverter.class.getName()); defaultConverterMap.put("m", MessageConverter.class.getName()); defaultConverterMap.put("msg", MessageConverter.class.getName()); defaultConverterMap.put("message", MessageConverter.class.getName()); defaultConverterMap.put("C", ClassOfCallerConverter.class.getName()); defaultConverterMap.put("class", ClassOfCallerConverter.class.getName()); defaultConverterMap.put("M", MethodOfCallerConverter.class.getName()); defaultConverterMap.put("method", MethodOfCallerConverter.class.getName()); defaultConverterMap.put("L", LineOfCallerConverter.class.getName()); defaultConverterMap.put("line", LineOfCallerConverter.class.getName()); defaultConverterMap.put("F", FileOfCallerConverter.class.getName()); defaultConverterMap.put("file", FileOfCallerConverter.class.getName()); defaultConverterMap.put("X", MDCConverter.class.getName()); defaultConverterMap.put("mdc", MDCConverter.class.getName()); defaultConverterMap.put("ex", ThrowableProxyConverter.class.getName()); defaultConverterMap.put("exception", ThrowableProxyConverter.class.getName()); defaultConverterMap.put("rEx", RootCauseFirstThrowableProxyConverter.class.getName()); defaultConverterMap.put("rootException", RootCauseFirstThrowableProxyConverter.class.getName()); defaultConverterMap.put("throwable", ThrowableProxyConverter.class.getName()); defaultConverterMap.put("xEx", ExtendedThrowableProxyConverter.class.getName()); defaultConverterMap.put("xException", ExtendedThrowableProxyConverter.class.getName()); defaultConverterMap.put("xThrowable", ExtendedThrowableProxyConverter.class.getName()); defaultConverterMap.put("nopex", NopThrowableInformationConverter.class.getName()); defaultConverterMap.put("nopexception", NopThrowableInformationConverter.class.getName()); defaultConverterMap.put("cn", ContextNameConverter.class.getName()); defaultConverterMap.put("contextName", ContextNameConverter.class.getName()); defaultConverterMap.put("caller", CallerDataConverter.class.getName()); defaultConverterMap.put("marker", MarkerConverter.class.getName()); defaultConverterMap.put("property", PropertyConverter.class.getName()); defaultConverterMap.put("n", LineSeparatorConverter.class.getName()); defaultConverterMap.put("black", BlackCompositeConverter.class.getName()); defaultConverterMap.put("red", RedCompositeConverter.class.getName()); defaultConverterMap.put("green", GreenCompositeConverter.class.getName()); defaultConverterMap.put("yellow", YellowCompositeConverter.class.getName()); defaultConverterMap.put("blue", BlueCompositeConverter.class.getName()); defaultConverterMap.put("magenta", MagentaCompositeConverter.class.getName()); defaultConverterMap.put("cyan", CyanCompositeConverter.class.getName()); defaultConverterMap.put("white", WhiteCompositeConverter.class.getName()); defaultConverterMap.put("gray", GrayCompositeConverter.class.getName()); defaultConverterMap.put("boldRed", BoldRedCompositeConverter.class.getName()); defaultConverterMap.put("boldGreen", BoldGreenCompositeConverter.class.getName()); defaultConverterMap.put("boldYellow", BoldYellowCompositeConverter.class.getName()); defaultConverterMap.put("boldBlue", BoldBlueCompositeConverter.class.getName()); defaultConverterMap.put("boldMagenta", BoldMagentaCompositeConverter.class.getName()); defaultConverterMap.put("boldCyan", BoldCyanCompositeConverter.class.getName()); defaultConverterMap.put("boldWhite", BoldWhiteCompositeConverter.class.getName()); defaultConverterMap.put("highlight", HighlightingCompositeConverter.class.getName()); defaultConverterMap.put("lsn", LocalSequenceNumberConverter.class.getName()); } public PatternLayout() { this.postCompileProcessor = new EnsureExceptionHandling(); } public Map getDefaultConverterMap() { return defaultConverterMap; } public String doLayout(ILoggingEvent event) { if (!isStarted()) { return CoreConstants.EMPTY_STRING; } return writeLoopOnConverters(event); } @Override protected String getPresentationHeaderPrefix() { return HEADER_PREFIX; } } View Code

第二种:增加配置, 日志传输到skywalking

1》两个服务 logback-spring.xml 增加配置

%date{yyyy-MM-dd HH:mm:ss} | %-5level | %tid | %thread | %logger | %msg%n

 2》 测试后查看skywalking

 3》 点击查看日志: 可以看到把本次链路的所有日志都搜集到一起了

 4》 查看第一行详细日志

 5》 到日志页面根据追踪ID 进行搜索 (相当于从所有日志中根据TRACEID 进行全局搜索)

6》 mysql 数据表查看

查看mysql 的数据表发现, 日志存在log 表。 比如我们根据traceId 去查询数据

select * from log where trace_id = 'cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001'

 

结果如下:

   可以看到里面用的uuid 作为id 和unique_id, 并且有trace_id 和 span_id, 类似于zipkin 的TraceId 和 SpanId。 查看skywalking的依赖包里面也有zipkin 相关的包。

为了验证数据,我们界面根据traceId 进行搜索,

请求地址为:

http://localhost:8080/graphql

请求参数:

{ "query": "query queryLogs($condition: LogQueryCondition) {\n queryLogs(condition: $condition) {\n logs {\n serviceName\n serviceId\n serviceInstanceName\n serviceInstanceId\n endpointName\n endpointId\n traceId\n timestamp\n contentType\n content\n tags {\n key\n value\n }\n }\n total\n }}", "variables": { "condition": { "relatedTrace": { "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001" }, "tags": [], "paging": { "pageNum": 1, "pageSize": 22, "needTotal": true } } } }

其返回值如下:

{ "data": { "queryLogs": { "logs": [ { "serviceName": "sky-consumer", "serviceId": "c2t5LWNvbnN1bWVy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LWNvbnN1bWVy.1_Y2RhMDE4N2FiZTAxNDIxNTlhYjY1Mjg3NDFhZjdiODBAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105963125, "contentType": "TEXT", "content": "2021-12-10 11:12:43 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6062-exec-1 | cn.qz.cloud.controller.SkyConsumerController | producer-port: 6061\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "cn.qz.cloud.controller.SkyConsumerController" }, { "key": "thread", "value": "http-nio-6062-exec-1" } ] }, { "serviceName": "sky-producer", "serviceId": "c2t5LXByb2R1Y2Vy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LXByb2R1Y2Vy.1_YTFiMWQyNDhjODM3NDZkOTgzZTkwYmU1MDUzNTBhOTZAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105962968, "contentType": "TEXT", "content": "2021-12-10 11:12:42 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6061-exec-6 | cn.qz.controller.SkyProducerController | port: 6061\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "cn.qz.controller.SkyProducerController" }, { "key": "thread", "value": "http-nio-6061-exec-6" } ] }, { "serviceName": "sky-producer", "serviceId": "c2t5LXByb2R1Y2Vy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LXByb2R1Y2Vy.1_YTFiMWQyNDhjODM3NDZkOTgzZTkwYmU1MDUzNTBhOTZAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105962966, "contentType": "TEXT", "content": "2021-12-10 11:12:42 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6061-exec-6 | cn.qz.controller.SkyProducerController | header: connection, value: keep-alive\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "cn.qz.controller.SkyProducerController" }, { "key": "thread", "value": "http-nio-6061-exec-6" } ] }, { "serviceName": "sky-producer", "serviceId": "c2t5LXByb2R1Y2Vy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LXByb2R1Y2Vy.1_YTFiMWQyNDhjODM3NDZkOTgzZTkwYmU1MDUzNTBhOTZAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105962965, "contentType": "TEXT", "content": "2021-12-10 11:12:42 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6061-exec-6 | cn.qz.controller.SkyProducerController | header: accept, value: application/json, application/*+json\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "cn.qz.controller.SkyProducerController" }, { "key": "thread", "value": "http-nio-6061-exec-6" } ] }, { "serviceName": "sky-producer", "serviceId": "c2t5LXByb2R1Y2Vy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LXByb2R1Y2Vy.1_YTFiMWQyNDhjODM3NDZkOTgzZTkwYmU1MDUzNTBhOTZAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105962965, "contentType": "TEXT", "content": "2021-12-10 11:12:42 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6061-exec-6 | cn.qz.controller.SkyProducerController | header: host, value: localhost:6061\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "cn.qz.controller.SkyProducerController" }, { "key": "thread", "value": "http-nio-6061-exec-6" } ] }, { "serviceName": "sky-producer", "serviceId": "c2t5LXByb2R1Y2Vy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LXByb2R1Y2Vy.1_YTFiMWQyNDhjODM3NDZkOTgzZTkwYmU1MDUzNTBhOTZAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105962965, "contentType": "TEXT", "content": "2021-12-10 11:12:42 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6061-exec-6 | cn.qz.controller.SkyProducerController | header: user-agent, value: Java/1.8.0_291\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "cn.qz.controller.SkyProducerController" }, { "key": "thread", "value": "http-nio-6061-exec-6" } ] }, { "serviceName": "sky-producer", "serviceId": "c2t5LXByb2R1Y2Vy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LXByb2R1Y2Vy.1_YTFiMWQyNDhjODM3NDZkOTgzZTkwYmU1MDUzNTBhOTZAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105962964, "contentType": "TEXT", "content": "2021-12-10 11:12:42 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6061-exec-6 | cn.qz.controller.SkyProducerController | header: sw8-x, value: 0-\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "cn.qz.controller.SkyProducerController" }, { "key": "thread", "value": "http-nio-6061-exec-6" } ] }, { "serviceName": "sky-producer", "serviceId": "c2t5LXByb2R1Y2Vy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LXByb2R1Y2Vy.1_YTFiMWQyNDhjODM3NDZkOTgzZTkwYmU1MDUzNTBhOTZAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105962963, "contentType": "TEXT", "content": "2021-12-10 11:12:42 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6061-exec-6 | cn.qz.controller.SkyProducerController | header: sw8, value: 1-Y2I4NmE5ZTRkOGUxNDRiNmJmMDA1ZTMxMGUwYjJhZjQuNTYuMTYzOTEwNTk2MTYwODAwMDE=-Y2I4NmE5ZTRkOGUxNDRiNmJmMDA1ZTMxMGUwYjJhZjQuNTYuMTYzOTEwNTk2MTYwODAwMDA=-1-c2t5LWNvbnN1bWVy-Y2RhMDE4N2FiZTAxNDIxNTlhYjY1Mjg3NDFhZjdiODBAMTkyLjE2OC45OS4x-e0dFVH0vc2t5LWNvbnN1bWVyL3Byb2R1Y2VyLXBvcnQ=-Y2xvdWQtc2t5d2Fsa2luZy1wcm9kdWNlcjo4MA==\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "cn.qz.controller.SkyProducerController" }, { "key": "thread", "value": "http-nio-6061-exec-6" } ] }, { "serviceName": "sky-producer", "serviceId": "c2t5LXByb2R1Y2Vy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LXByb2R1Y2Vy.1_YTFiMWQyNDhjODM3NDZkOTgzZTkwYmU1MDUzNTBhOTZAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105962963, "contentType": "TEXT", "content": "2021-12-10 11:12:42 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6061-exec-6 | cn.qz.controller.SkyProducerController | header: sw8-correlation, value: \r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "cn.qz.controller.SkyProducerController" }, { "key": "thread", "value": "http-nio-6061-exec-6" } ] }, { "serviceName": "sky-producer", "serviceId": "c2t5LXByb2R1Y2Vy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LXByb2R1Y2Vy.1_YTFiMWQyNDhjODM3NDZkOTgzZTkwYmU1MDUzNTBhOTZAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105962757, "contentType": "TEXT", "content": "2021-12-10 11:12:42 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6061-exec-6 | org.springframework.web.servlet.DispatcherServlet | Completed initialization in 28 ms\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "org.springframework.web.servlet.DispatcherServlet" }, { "key": "thread", "value": "http-nio-6061-exec-6" } ] }, { "serviceName": "sky-producer", "serviceId": "c2t5LXByb2R1Y2Vy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LXByb2R1Y2Vy.1_YTFiMWQyNDhjODM3NDZkOTgzZTkwYmU1MDUzNTBhOTZAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105962729, "contentType": "TEXT", "content": "2021-12-10 11:12:42 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6061-exec-6 | org.springframework.web.servlet.DispatcherServlet | Initializing Servlet 'dispatcherServlet'\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "org.springframework.web.servlet.DispatcherServlet" }, { "key": "thread", "value": "http-nio-6061-exec-6" } ] }, { "serviceName": "sky-producer", "serviceId": "c2t5LXByb2R1Y2Vy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LXByb2R1Y2Vy.1_YTFiMWQyNDhjODM3NDZkOTgzZTkwYmU1MDUzNTBhOTZAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105962725, "contentType": "TEXT", "content": "2021-12-10 11:12:42 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6061-exec-6 | org.apache.catalina.core.ContainerBase.[Tomcat].[localhost].[/] | Initializing Spring DispatcherServlet 'dispatcherServlet'\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "org.apache.catalina.core.ContainerBase.[Tomcat].[localhost].[/]" }, { "key": "thread", "value": "http-nio-6061-exec-6" } ] }, { "serviceName": "sky-consumer", "serviceId": "c2t5LWNvbnN1bWVy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LWNvbnN1bWVy.1_Y2RhMDE4N2FiZTAxNDIxNTlhYjY1Mjg3NDFhZjdiODBAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105962466, "contentType": "TEXT", "content": "2021-12-10 11:12:42 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6062-exec-1 | com.netflix.loadbalancer.DynamicServerListLoadBalancer | DynamicServerListLoadBalancer for client cloud-skywalking-producer initialized: DynamicServerListLoadBalancer:{NFLoadBalancer:name=cloud-skywalking-producer,current list of Servers=[localhost:6061],Load balancer stats=Zone stats: {defaultzone=[Zone:defaultzone;\tInstance count:1;\tActive connections count: 0;\tCircuit breaker tripped count: 0;\tActive connections per server: 0.0;]\n},Server stats: [[Server:localhost:6061;\tZone:defaultZone;\tTotal Requests:0;\tSuccessive connection failure:0;\tTotal blackout seconds:0;\tLast connection made:Thu Jan 01 08:00:00 CST 1970;\tFirst connection made: Thu Jan 01 08:00:00 CST 1970;\tActive Connections:0;\ttotal failure count in last (1000) msecs:0;\taverage resp time:0.0;\t90 percentile resp time:0.0;\t95 percentile resp time:0.0;\tmin resp time:0.0;\tmax resp time:0.0;\tstddev resp time:0.0]\n]}ServerList:org.springframework.cloud.netflix.ribbon.eureka.DomainExtractingServerList@59d1ae\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "com.netflix.loadbalancer.DynamicServerListLoadBalancer" }, { "key": "thread", "value": "http-nio-6062-exec-1" } ] }, { "serviceName": "sky-consumer", "serviceId": "c2t5LWNvbnN1bWVy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LWNvbnN1bWVy.1_Y2RhMDE4N2FiZTAxNDIxNTlhYjY1Mjg3NDFhZjdiODBAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105962463, "contentType": "TEXT", "content": "2021-12-10 11:12:42 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6062-exec-1 | com.netflix.config.ChainedDynamicProperty | Flipping property: cloud-skywalking-producer.ribbon.ActiveConnectionsLimit to use NEXT property: niws.loadbalancer.availabilityFilteringRule.activeConnectionsLimit = 2147483647\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "com.netflix.config.ChainedDynamicProperty" }, { "key": "thread", "value": "http-nio-6062-exec-1" } ] }, { "serviceName": "sky-consumer", "serviceId": "c2t5LWNvbnN1bWVy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LWNvbnN1bWVy.1_Y2RhMDE4N2FiZTAxNDIxNTlhYjY1Mjg3NDFhZjdiODBAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105962404, "contentType": "TEXT", "content": "2021-12-10 11:12:42 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6062-exec-1 | com.netflix.loadbalancer.DynamicServerListLoadBalancer | Using serverListUpdater PollingServerListUpdater\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "com.netflix.loadbalancer.DynamicServerListLoadBalancer" }, { "key": "thread", "value": "http-nio-6062-exec-1" } ] }, { "serviceName": "sky-consumer", "serviceId": "c2t5LWNvbnN1bWVy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LWNvbnN1bWVy.1_Y2RhMDE4N2FiZTAxNDIxNTlhYjY1Mjg3NDFhZjdiODBAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105962386, "contentType": "TEXT", "content": "2021-12-10 11:12:42 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6062-exec-1 | com.netflix.util.concurrent.ShutdownEnabledTimer | Shutdown hook installed for: NFLoadBalancer-PingTimer-cloud-skywalking-producer\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "com.netflix.util.concurrent.ShutdownEnabledTimer" }, { "key": "thread", "value": "http-nio-6062-exec-1" } ] }, { "serviceName": "sky-consumer", "serviceId": "c2t5LWNvbnN1bWVy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LWNvbnN1bWVy.1_Y2RhMDE4N2FiZTAxNDIxNTlhYjY1Mjg3NDFhZjdiODBAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105962386, "contentType": "TEXT", "content": "2021-12-10 11:12:42 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6062-exec-1 | com.netflix.loadbalancer.BaseLoadBalancer | Client: cloud-skywalking-producer instantiated a LoadBalancer: DynamicServerListLoadBalancer:{NFLoadBalancer:name=cloud-skywalking-producer,current list of Servers=[],Load balancer stats=Zone stats: {},Server stats: []}ServerList:null\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "com.netflix.loadbalancer.BaseLoadBalancer" }, { "key": "thread", "value": "http-nio-6062-exec-1" } ] }, { "serviceName": "sky-consumer", "serviceId": "c2t5LWNvbnN1bWVy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LWNvbnN1bWVy.1_Y2RhMDE4N2FiZTAxNDIxNTlhYjY1Mjg3NDFhZjdiODBAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105962283, "contentType": "TEXT", "content": "2021-12-10 11:12:42 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6062-exec-1 | com.netflix.config.ChainedDynamicProperty | Flipping property: cloud-skywalking-producer.ribbon.ActiveConnectionsLimit to use NEXT property: niws.loadbalancer.availabilityFilteringRule.activeConnectionsLimit = 2147483647\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "com.netflix.config.ChainedDynamicProperty" }, { "key": "thread", "value": "http-nio-6062-exec-1" } ] }, { "serviceName": "sky-consumer", "serviceId": "c2t5LWNvbnN1bWVy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LWNvbnN1bWVy.1_Y2RhMDE4N2FiZTAxNDIxNTlhYjY1Mjg3NDFhZjdiODBAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105961657, "contentType": "TEXT", "content": "2021-12-10 11:12:41 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6062-exec-1 | org.springframework.web.servlet.DispatcherServlet | Completed initialization in 21 ms\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "org.springframework.web.servlet.DispatcherServlet" }, { "key": "thread", "value": "http-nio-6062-exec-1" } ] }, { "serviceName": "sky-consumer", "serviceId": "c2t5LWNvbnN1bWVy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LWNvbnN1bWVy.1_Y2RhMDE4N2FiZTAxNDIxNTlhYjY1Mjg3NDFhZjdiODBAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105961635, "contentType": "TEXT", "content": "2021-12-10 11:12:41 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6062-exec-1 | org.springframework.web.servlet.DispatcherServlet | Initializing Servlet 'dispatcherServlet'\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "org.springframework.web.servlet.DispatcherServlet" }, { "key": "thread", "value": "http-nio-6062-exec-1" } ] }, { "serviceName": "sky-consumer", "serviceId": "c2t5LWNvbnN1bWVy.1", "serviceInstanceName": "[email protected]", "serviceInstanceId": "c2t5LWNvbnN1bWVy.1_Y2RhMDE4N2FiZTAxNDIxNTlhYjY1Mjg3NDFhZjdiODBAMTkyLjE2OC45OS4x", "traceId": "cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001", "timestamp": 1639105961632, "contentType": "TEXT", "content": "2021-12-10 11:12:41 | INFO | TID:cb86a9e4d8e144b6bf005e310e0b2af4.56.16391059616080001 | http-nio-6062-exec-1 | org.apache.catalina.core.ContainerBase.[Tomcat].[localhost].[/] | Initializing Spring DispatcherServlet 'dispatcherServlet'\r\n", "tags": [ { "key": "level", "value": "INFO" }, { "key": "logger", "value": "org.apache.catalina.core.ContainerBase.[Tomcat].[localhost].[/]" }, { "key": "thread", "value": "http-nio-6062-exec-1" } ] } ], "total": 21 } } } View Code

 

  至此完成了skywalking的简单使用,个人理解如果是日志什么的,还是用ES 做存储引擎比较好。上面只是学习所以用mysql做的存储。

 



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