SpringBoot应用整合并使用Docker安装ELK实现日志收集
前言
ELK即Elasticsearch、Logstash、Kibana,组合起来可以搭建线上日志系统，本文主要讲解使用ELK来收集SpringBoot应用产生的日志。
ELK中各个服务的作用
Elasticsearch:用于存储收集到的日志信息；
Logstash:用于收集日志，SpringBoot应用整合了Logstash以后会把日志发送给Logstash,Logstash再把日志转发给Elasticsearch；
Kibana:通过Web端的可视化界面来查看日志。
1.根据SpringBoot版本查看对应的ES、LogStash、Kibana版本
(1) SpringBoot使用 spring-boot-dependencies方式 依赖es
<!-- springboot版本--> <dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-data-elasticsearch</artifactId> <version>${spring-boot.version}</version> </dependency>(2)SpringBoot使用 spring-boot-starter-parent 方式 依赖es
<dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-data-elasticsearch</artifactId> </dependency>(3) 刷新maven后可以看到当前项目对应的SpringBoot版本
2.使用Docker Compose 搭建ELK环境
(1) 根据项目依赖的版本pull对应的版本，注意 ELK版本必须完全一致
docker pull elasticsearch:7.12.1docker pull logstash:7.12.1docker pull kibana:7.12.1(2) 创建一个存放logstash配置的目录并上传配置文件
创建配置文件存放目录
mkdir /mydata/elk/logstashmkdir /mydata/elk/esmkdir /mydata/elk/kibanacd /mydata/elk/logstashvim logstash-springboot.conflogstash-springboot.conf文件内容
input { tcp { mode => "server" host => "0.0.0.0" port => 4560 codec => json_lines type => "debug" } tcp { mode => "server" host => "0.0.0.0" port => 4561 codec => json_lines type => "error" } tcp { mode => "server" host => "0.0.0.0" port => 4562 codec => json_lines type => "business" } tcp { mode => "server" host => "0.0.0.0" port => 4563 codec => json_lines type => "record" }}filter{ if [type] == "record" { mutate { remove_field => "port" remove_field => "host" remove_field => "@version" } json { source => "message" remove_field => ["message"] } }}output { elasticsearch { hosts => "es:9200" index => "soboot-%{type}-%{+YYYY.MM.dd}" }}(3)使用docker-compose.yml脚本启动ELK服务
cd /mydata/elkvim docker-compose.ymldocker-compose.yml内容
version: '3'services: elasticsearch: image: elasticsearch:7.12.1 container_name: elasticsearch environment: - "cluster.name=elasticsearch" #设置集群名称为elasticsearch - "discovery.type=single-node" #以单一节点模式启动 - "ES_JAVA_OPTS=-Xms512m -Xmx512m" #设置使用jvm内存大小 volumes: - /mydata/elk/es/plugins:/usr/share/elasticsearch/plugins #插件文件挂载 - /mydata/elk/es/data:/usr/share/elasticsearch/data #数据文件挂载 ports: - 9200:9200 - 9300:9300 kibana: image: kibana:7.12.1 container_name: kibana links: - elasticsearch:es #可以用es这个域名访问elasticsearch服务 depends_on: - elasticsearch #kibana在elasticsearch启动之后再启动 environment: - "elasticsearch.hosts=http://es:9200" #设置访问elasticsearch的地址 ports: - 5601:5601 logstash: image: logstash:7.12.1 container_name: logstash volumes: - /mydata/elk/logstash/logstash-springboot.conf:/usr/share/logstash/pipeline/logstash.conf #挂载logstash的配置文件 depends_on: - elasticsearch #kibana在elasticsearch启动之后再启动 links: - elasticsearch:es #可以用es这个域名访问elasticsearch服务 ports: - 4560:4560 - 4561:4561 - 4562:4562 - 4563:4563(4) 执行docker-compose命令运行elk
docker-compose up -d注意：Elasticsearch启动可能需要好几分钟，要耐心等待。
(5)启动完成后 在logstash中安装json_lines插件
# 进入logstash容器docker exec -it logstash /bin/bash# 进入bin目录cd /bin/# 安装插件logstash-plugin install logstash-codec-json_lines# 退出容器exit# 重启logstash服务docker restart logstash(6) 访问kibana
注意：关闭防火墙或配置安全组
访问地址：http://服务器IP:5601
3.SpringBoot应用集成ELK
(1) 在pom.xml中添加logstash-logback-encoder依赖
<!--集成logstash--><dependency> <groupId>net.logstash.logback</groupId> <artifactId>logstash-logback-encoder</artifactId> <version>5.3</version></dependency>(2) 添加配置文件logback-spring.xml让logback的日志输出到logstash
注意appender节点下的destination需要改成你自己的logstash服务地址，比如：10.12.13.14:4560
logback-spring.xml 内容
<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE configuration><configuration> <!--引用默认日志配置--> <include resource="org/springframework/boot/logging/logback/defaults.xml"/> <!--使用默认的控制台日志输出实现--> <include resource="org/springframework/boot/logging/logback/console-appender.xml"/> <!--应用名称--> <springProperty scope="context" name="APP_NAME" source="spring.application.name" defaultValue="springBoot"/> <!--日志文件保存路径--><!-- <property name="LOG_FILE_PATH" value="${LOG_FILE:-${LOG_PATH:-${LOG_TEMP:-${java.io.tmpdir:-/tmp}}}/logs}"/>--> <!--LogStash访问host--> <springProperty name="LOG_STASH_HOST" scope="context" source="logstash.host" defaultValue="10.12.13.14"/> <!--DEBUG日志输出到文件--> <appender name="FILE_DEBUG"class="ch.qos.logback.core.rolling.RollingFileAppender"> <!--输出DEBUG以上级别日志--> <filter class="ch.qos.logback.classic.filter.ThresholdFilter"> <level>DEBUG</level> </filter> <encoder> <!--设置为默认的文件日志格式--> <pattern>${FILE_LOG_PATTERN}</pattern> <charset>UTF-8</charset> </encoder> <rollingPolicy class="ch.qos.logback.core.rolling.SizeAndTimeBasedRollingPolicy"> <!--设置文件命名格式--> <fileNamePattern>${LOG_FILE_PATH}/debug/${APP_NAME}-%d{yyyy-MM-dd}-%i.log</fileNamePattern> <!--设置日志文件大小，超过就重新生成文件，默认10M--> <maxFileSize>${LOG_FILE_MAX_SIZE:-10MB}</maxFileSize> <!--日志文件保留天数，默认30天--> <maxHistory>${LOG_FILE_MAX_HISTORY:-30}</maxHistory> </rollingPolicy> </appender> <!--ERROR日志输出到文件--> <appender name="FILE_ERROR"class="ch.qos.logback.core.rolling.RollingFileAppender"> <!--只输出ERROR级别的日志--> <filter class="ch.qos.logback.classic.filter.LevelFilter"> <level>ERROR</level> <onMatch>ACCEPT</onMatch> <onMismatch>DENY</onMismatch> </filter> <encoder> <!--设置为默认的文件日志格式--> <pattern>${FILE_LOG_PATTERN}</pattern> <charset>UTF-8</charset> </encoder> <rollingPolicy class="ch.qos.logback.core.rolling.SizeAndTimeBasedRollingPolicy"> <!--设置文件命名格式--> <fileNamePattern>${LOG_FILE_PATH}/error/${APP_NAME}-%d{yyyy-MM-dd}-%i.log</fileNamePattern> <!--设置日志文件大小，超过就重新生成文件，默认10M--> <maxFileSize>${LOG_FILE_MAX_SIZE:-10MB}</maxFileSize> <!--日志文件保留天数，默认30天--> <maxHistory>${LOG_FILE_MAX_HISTORY:-30}</maxHistory> </rollingPolicy> </appender> <!-- 控制台异步实时输出 --> <appender name="ASYNC_CONSOLE_APPENDER" class="ch.qos.logback.classic.AsyncAppender"> <!-- 不丢失日志.默认的,如果队列的80%已满,则会丢弃TRACT、DEBUG、INFO级别的日志 --> <discardingThreshold>0</discardingThreshold> <!-- 更改默认的队列的深度,该值会影响性能.默认值为256 --> <queueSize>256</queueSize> <!-- 添加附加的appender,最多只能添加一个 --> <appender-ref ref="FILE_DEBUG"/> </appender> <!--DEBUG日志输出到LogStash--> <appender name="LOG_STASH_DEBUG" class="net.logstash.logback.appender.LogstashTcpSocketAppender"> <filter class="ch.qos.logback.classic.filter.ThresholdFilter"> <level>DEBUG</level> </filter> <destination>${LOG_STASH_HOST}:4560</destination> <encoder charset="UTF-8" class="net.logstash.logback.encoder.LoggingEventCompositeJsonEncoder"> <providers> <timestamp> <timeZone>Asia/Shanghai</timeZone> </timestamp> <!--自定义日志输出格式--> <pattern> <pattern> { "project": "soboot", "level": "%level", "service": "${APP_NAME:-}", "pid": "${PID:-}", "thread": "%thread", "class": "%logger", "message": "%message", "stack_trace": "%exception{20}" } </pattern> </pattern> </providers> </encoder> </appender> <!--ERROR日志输出到LogStash--> <appender name="LOG_STASH_ERROR" class="net.logstash.logback.appender.LogstashTcpSocketAppender"> <filter class="ch.qos.logback.classic.filter.LevelFilter"> <level>ERROR</level> <onMatch>ACCEPT</onMatch> <onMismatch>DENY</onMismatch> </filter> <destination>${LOG_STASH_HOST}:4561</destination> <encoder charset="UTF-8" class="net.logstash.logback.encoder.LoggingEventCompositeJsonEncoder"> <providers> <timestamp> <timeZone>Asia/Shanghai</timeZone> </timestamp> <!--自定义日志输出格式--> <pattern> <pattern> { "project": "soboot", "level": "%level", "service": "${APP_NAME:-}", "pid": "${PID:-}", "thread": "%thread", "class": "%logger", "message": "%message", "stack_trace": "%exception{20}" } </pattern> </pattern> </providers> </encoder> </appender> <!--业务日志输出到LogStash--> <appender name="LOG_STASH_BUSINESS" class="net.logstash.logback.appender.LogstashTcpSocketAppender"> <destination>${LOG_STASH_HOST}:4562</destination> <encoder charset="UTF-8" class="net.logstash.logback.encoder.LoggingEventCompositeJsonEncoder"> <providers> <timestamp> <timeZone>Asia/Shanghai</timeZone> </timestamp> <!--自定义日志输出格式--> <pattern> <pattern> { "project": "soboot", "level": "%level", "service": "${APP_NAME:-}", "pid": "${PID:-}", "thread": "%thread", "class": "%logger", "message": "%message", "stack_trace": "%exception{20}" } </pattern> </pattern> </providers> </encoder> </appender> <!--接口访问记录日志输出到LogStash--> <appender name="LOG_STASH_RECORD" class="net.logstash.logback.appender.LogstashTcpSocketAppender"> <destination>${LOG_STASH_HOST}:4563</destination> <encoder charset="UTF-8" class="net.logstash.logback.encoder.LoggingEventCompositeJsonEncoder"> <providers> <timestamp> <timeZone>Asia/Shanghai</timeZone> </timestamp> <!--自定义日志输出格式--> <pattern> <pattern> { "project": "soboot", "level": "%level", "service": "${APP_NAME:-}", "class": "%logger", "message": "%message" } </pattern> </pattern> </providers> </encoder> </appender> <!--控制框架输出日志--> <logger name="org.slf4j" level="INFO"/> <logger name="springfox" level="INFO"/> <logger name="io.swagger" level="INFO"/> <logger name="org.springframework" level="INFO"/> <logger name="org.hibernate.validator" level="INFO"/> <root level="DEBUG"> <appender-ref ref="CONSOLE"/> <appender-ref ref="FILE_DEBUG"/> <appender-ref ref="FILE_ERROR"/> <appender-ref ref="LOG_STASH_RECORD"/> <appender-ref ref="LOG_STASH_DEBUG"/> <appender-ref ref="LOG_STASH_ERROR"/> </root> <logger name="com.soboot.common.log.aspect.WebLogAspect" level="DEBUG"> <appender-ref ref="LOG_STASH_RECORD"/> </logger> <logger name="com.soboot" level="DEBUG"> <appender-ref ref="LOG_STASH_BUSINESS"/> </logger></configuration>(3)编写统一日志处理切面
WebLog.java内容
package com.soboot.common.log.domain;import lombok.Data;import lombok.EqualsAndHashCode;/** * Controller层的日志封装类 * Created by liu on 2022/03/15. * @author liuy */@Data@EqualsAndHashCode(callSuper = false)public class WebLog { /** * 操作描述 */ private String description; /** * 操作用户 */ private String username; /** * 操作时间 */ private Long startTime; /** * 消耗时间 */ private Integer spendTime; /** * 根路径 */ private String basePath; /** * URI */ private String uri; /** * URL */ private String url; /** * 请求类型 */ private String method; /** * IP地址 */ private String ip; /** * 请求参数 */ private Object parameter; /** * 返回结果 */ private Object result;}WebLogAspect.java 内容
package com.soboot.common.log.aspect;import cn.hutool.core.util.StrUtil;import cn.hutool.core.util.URLUtil;import cn.hutool.json.JSONUtil;import com.soboot.common.log.domain.WebLog;import io.swagger.annotations.ApiOperation;import net.logstash.logback.marker.Markers;import org.aspectj.lang.JoinPoint;import org.aspectj.lang.ProceedingJoinPoint;import org.aspectj.lang.Signature;import org.aspectj.lang.annotation.*;import org.aspectj.lang.reflect.MethodSignature;import org.slf4j.Logger;import org.slf4j.LoggerFactory;import org.springframework.core.annotation.Order;import org.springframework.stereotype.Component;import org.springframework.util.StringUtils;import org.springframework.web.bind.annotation.RequestBody;import org.springframework.web.bind.annotation.RequestParam;import org.springframework.web.context.request.RequestContextHolder;import org.springframework.web.context.request.ServletRequestAttributes;import javax.servlet.http.HttpServletRequest;import java.lang.reflect.Method;import java.lang.reflect.Parameter;import java.util.ArrayList;import java.util.HashMap;import java.util.List;import java.util.Map; /** * 统一日志处理切面 * Created by liu on 2022/03/15. * @author liuy */@Aspect@Component@Order(1)public class WebLogAspect { private static final Logger LOGGER = LoggerFactory.getLogger(WebLogAspect.class); @Pointcut("execution(public * com.soboot.controller.*.*(..))||execution(public * com.soboot.*.controller.*.*(..))") public void webLog() { } @Before("webLog()") public void doBefore(JoinPoint joinPoint) throws Throwable { } @AfterReturning(value = "webLog()", returning = "ret") public void doAfterReturning(Object ret) throws Throwable { } @Around("webLog()") public Object doAround(ProceedingJoinPoint joinPoint) throws Throwable { long startTime = System.currentTimeMillis(); //获取当前请求对象 ServletRequestAttributes attributes = (ServletRequestAttributes) RequestContextHolder.getRequestAttributes(); HttpServletRequest request = attributes.getRequest(); //记录请求信息(通过Logstash传入Elasticsearch) WebLog webLog = new WebLog(); Object result = joinPoint.proceed(); Signature signature = joinPoint.getSignature(); MethodSignature methodSignature = (MethodSignature) signature; Method method = methodSignature.getMethod(); if (method.isAnnotationPresent(ApiOperation.class)) { ApiOperation log = method.getAnnotation(ApiOperation.class); webLog.setDescription(log.value()); } long endTime = System.currentTimeMillis(); String urlStr = request.getRequestURL().toString(); webLog.setBasePath(StrUtil.removeSuffix(urlStr, URLUtil.url(urlStr).getPath())); webLog.setUsername(request.getRemoteUser()); webLog.setIp(request.getRemoteAddr()); webLog.setMethod(request.getMethod()); webLog.setParameter(getParameter(method, joinPoint.getArgs())); webLog.setResult(result); webLog.setSpendTime((int) (endTime - startTime)); webLog.setStartTime(startTime); webLog.setUri(request.getRequestURI()); webLog.setUrl(request.getRequestURL().toString()); Map<String,Object> logMap = new HashMap<>(); logMap.put("url",webLog.getUrl()); logMap.put("method",webLog.getMethod()); logMap.put("parameter",webLog.getParameter()); logMap.put("spendTime",webLog.getSpendTime()); logMap.put("description",webLog.getDescription()); LOGGER.info(Markers.appendEntries(logMap), JSONUtil.parse(webLog).toString()); return result; } /** * 根据方法和传入的参数获取请求参数 */ private Object getParameter(Method method, Object[] args) { List<Object> argList = new ArrayList<>(); Parameter[] parameters = method.getParameters(); for (int i = 0; i < parameters.length; i++) { //将RequestBody注解修饰的参数作为请求参数 RequestBody requestBody = parameters[i].getAnnotation(RequestBody.class); if (requestBody != null) { argList.add(args[i]); } //将RequestParam注解修饰的参数作为请求参数 RequestParam requestParam = parameters[i].getAnnotation(RequestParam.class); if (requestParam != null) { Map<String, Object> map = new HashMap<>(); String key = parameters[i].getName(); if (!StringUtils.isEmpty(requestParam.value())) { key = requestParam.value(); } map.put(key, args[i]); argList.add(map); } } if (argList.size() == 0) { return null; } else if (argList.size() == 1) { return argList.get(0); } else { return argList; } }}(4) 添加es、logstash yml配置
yml配置
spring: data: elasticsearch: repositories: enabled: true elasticsearch: rest: # es部署的服务器IP:9200 uris: 10.12.13.14:9200logging: level: root: info com.soboot: debuglogstash: # logstash部署的服务器IP host: 10.12.13.14(5) 运行Springboot应用 并在查看kibana日志
创建index pattern
分别创建这四种索引对应不同的日志级别
点击Next step后
4. 查看收集日志
故意在接口中制造错误后在error中查看
5. 总结
搭建了ELK日志收集系统之后，我们如果要查看SpringBoot应用的日志信息，就不需要查看日志文件了，直接在Kibana中查看即可。