微服務(wù)應(yīng)用日志處理與組件封裝
標(biāo)簽：
Kubernetes
微服务应用日志组件定制
随着微服务等设计理念在系统中的应用，业务的调用链越来越复杂，日志信息越来越大，从快速增长的日志数据流中提取出所需的信息，并将其与其他相关联的事件进行关联，将变得越加困难。ELK+KafKa作为微服务应用日志中心解决方案是业界常规办法，前提是应用日志输出的规范化，日志组件就是为了完成这一目标。
微服务应用日志格式规划
经过公司技术人员充分讨论和分析，确认了应用日志输出格式如下：
|时间|日志级别|线程名|代码发生行|同步调用ID|客户系统节点|服务系统节点|客户系统名称|服务系统名称|日志类型|全局流水号|定制化字段^日志信息|
时间：记录日志产生时间;
日志级别：FATAL、ERROR、WARN、INFO、DEBUG;
线程名：执行操作线程名称;
代码发生行：日志事件发生在代码中位置;
同步调用ID：用于同步调用链分析、可以关联ZipKin、Pinpoint等工具关联排查问题;
客户系统节点：表示服务-客户端系统节点的标识，可以为IP或者DockerID;
服务系统节点：表示服务-服务端系统节点的标识，可以为IP或者DockerID;
客户系统名称：表示服务-客户端系统的标识，可以为系统简称和全称;
服务系统名称：表示服务-服务端系统的标识，可以为系统简称和全称;
全局流水号：贯穿一次业务流程的全局流水号;
日志类型：枚举，REQ-接口请求报文，RESP-接口响应报文，BIZ-通用日志;
INFO:定制化字段(格式采用 关键字段=值，关键字段2=值) ^ 业务信息(记录详细日志信息)。
举个栗子：
|2018-03-28 14:26:21.001|INFO|demo-service-woker:share-d-3[share]-thread-1|com.xxxx.xxx.service.interceptor.ParamCheckInterceptor:59:doInvoke|4507080825331412517041832|127.0.0.1:50344|127.0.0.1:20015|demo-a|demo-b|20170428142618325183APP|BIZ|phoneNumber=185****1234, woAccountId=110000008592138^参数及权限校验拦截，验证通过.|
日志组件实现方案
Java技术平台日志输出组件主要有java.util.logging、log4j、log4j2、logback、slf4j。我司目前使用的log4j2+slf4j组合作为应用日志输出组件，为了实现上述日志格式输出，主要有两种方式在组件上实现封装。应用采用SpringBoot+Restful作为主框架
Log4J的MDC方案
MDC[http://logging.apache.org/log4j/1.2/apidocs/org/apache/log4j/MDC.html]是为每个线程建立一个独立的存储空间，开发人员可以根据需要把信息存入其中。MDC使用Map机制来存储信息，信息以key/value对的形式存储在Map中。
使用Servlet Filter或者AOP在服务接收到请求时，获取需要的值填充MDC。在log4j2的配置中就可以使用%X{key}打印MDC中的内容，从而识别出同一次请求中的log。
Log4j2.X版本
MdcLogfilter类
public class MdcLogfilter implements Filter { public static final String TRACE_ID = "traceId"; public static final String CLIENT_ADDR = "clientAddr"; public static final String SERVER_ADDR = "serverAddr"; public static final String CLIENT_SYS_NAME = "clientSysName"; public static final String SERVER_SYS_NAME = "serverSysName"; public static final String TRANS_ID = "transId"; public static final String LOG_TYPE = LogTypeEnum.BIZ.getKey(); private String systemName; public MdcLogfilter( String systemName ) { this.systemName = systemName;
} @Override
public void init( FilterConfig filterConfig ) throws ServletException {
} @Override
public void doFilter( ServletRequest request, ServletResponse response, FilterChain chain ) throws IOException, ServletException { try {
insertIntoMDC(request);
chain.doFilter(request, response);
} finally {
ThreadContext.clearAll();
}
} @Override
public void destroy() {
} protected void insertIntoMDC( ServletRequest request ) {
HttpServletRequest httpRequest = (HttpServletRequest) request;
String traceId = httpRequest.getHeader(TRACE_ID);
String clientAddr = httpRequest.getRemoteAddr();
String serverAddr = getSreverAddr();
String clientSysName = httpRequest.getHeader(CLIENT_SYS_NAME);
String serverSysName = systemName;
String transId = (String) httpRequest.getAttribute(TRANS_ID);
ThreadContext.put(TRACE_ID, traceId);
ThreadContext.put(CLIENT_ADDR, clientAddr);
ThreadContext.put(SERVER_ADDR, serverAddr);
ThreadContext.put(CLIENT_SYS_NAME, clientSysName);
ThreadContext.put(SERVER_SYS_NAME, serverSysName);
ThreadContext.put(TRANS_ID, transId);
ThreadContext.put(LOG_TYPE, LogTypeEnum.REQ.getKey());
} private String getServerAddr() { return null;
}
}MDCLogAspect类
@Aspectpublic class MDCLogAspect { private static final Logger LOGGER = LoggerFactory.getLogger(EpayLogAspect.class); private static long STIME = LogUtil.getNowTimeInMillis(); private static String REQUESTURL = "url"; @Pointcut("execution(public * com.demo..*.*.controller.*.*(..))") public void log() {
} @Before("log()") public void deBefore( JoinPoint joinPoint ) throws Throwable {
STIME = LogUtil.getNowTimeInMillis();
ServletRequestAttributes attributes = (ServletRequestAttributes) RequestContextHolder.getRequestAttributes();
HttpServletRequest request = attributes.getRequest();
Map<String, String[]> params = request.getParameterMap();
String queryString = ""; for (String key : params.keySet()) {
String[] values = params.get(key); for (int i = 0; i < values.length; i++) {
String value = values[i];
queryString += key + "=" + value + "&";
}
}
if (!StringUtils.isEmpty(queryString)){
queryString = queryString.substring(0, queryString.length() - 1);
}
REQUESTURL = request.getRequestURL().toString();
LOGGER.info("url：{}，req：{}", REQUESTURL, queryString);
MDC.put(LogPreKeyConstants.LOGTYPE, LogTypeEnum.BIZ.getKey());
} @AfterReturning(returning = "ret", pointcut = "log()") public void doAfterReturning( Object ret ) throws Throwable {
MDC.put(LogPreKeyConstants.LOGTYPE, LogTypeEnum.RESP.getKey());
LOGGER.info("url：{}，resp：{}", REQUESTURL, ret);
MDC.remove(LogPreKeyConstants.LOGTYPE);
MDC.put(LogPreKeyConstants.LOGTYPE, LogTypeEnum.BIZ.getKey());
} //后置异常通知
@AfterThrowing("log()") public void throwss( JoinPoint jp ) {
String costtime = LogUtil.getNowTimeInMillis() - STIME + "ms";
LOGGER.info("url：{}，executetime：{}", REQUESTURL, costtime);
} //后置最终通知,final增强，不管是抛出异常或者正常退出都会执行
@After("log()") public void after( JoinPoint jp ) {
String costtime = LogUtil.getNowTimeInMillis() - STIME + "ms";
LOGGER.info("url：{}，executetime：{}", REQUESTURL, costtime);
}
}Log4j1.X版本
log4j1.x版本，ThreadContext类换成MDC即可
log4j配置使用MDC
在log4j配置中，使用mdc：（log4j 1.x 与 2.x中都可以使用此配置）
<PatternLayout pattern="|%d{yyyy-MM-dd HH:mm:ss.SSS}|%5p|%5t|%4c:%L|%X{traceid}|%X{clientaddr}|%X{serveraddr}|%X{cientsysname}|%X{serversysname}|%X{transid}|%X{logType}|%m|%n" />Springboot使用
实现定制化log-start,应用依赖即可。
Log4J的适配器封装方案
使用适配器模式封装log4j接口，使用AOP在服务接收到请求时，获取需要的值填充本地线程副本中，打印日志时候拼接输出到日志。
Log4j2.X/Log4j1.X版本
LogContextHolder
public class AdapterLogContextHolder {
private static final ThreadLocal<AdapterLogContext> LOG_CONTEXT = new ThreadLocal<>(); private static AdapterLogContextHolder context = new AdapterLogContextHolder(); private AdapterLogContextHolder() {
} public static AdapterLogContextHolder getInstance() { return context;
} public AdapterLogContext getLogContext() {
AdapterLogContext context = LOG_CONTEXT.get(); if (context == null) {
context = new AdapterLogContext();
LOG_CONTEXT.set(context);
} return context;
} public void setLogContext( AdapterLogContext context ) {
LOG_CONTEXT.set(context);
} public void removeLogContext() {
LOG_CONTEXT.remove();
} public String getTraceID() { return getLogContext().getTraceID();
} public void setTraceID( String id ) {
getLogContext().setTraceID(id);
}
}AdapterLogContext
public class AdapterLogContext implements Serializable, Cloneable { private static final long serialVersionUID = 6126191683350551062L; private String traceID = "traceID"; private long callStartTimes; private String transID = "transId"; private String clientAddr = "clientAddr"; private String serverAddr = "serverAddr"; private String clientSysName = "clientSysName"; private String serverSysName = "serverSysName"; @Override
public Object clone() throws CloneNotSupportedException { return super.clone();
} //get、set .....}LoggerAdapter
public class LoggerAdapter {
final static String FQCN = LoggerAdapter.class.getName();
private static LoggerAdapter loggerAdapter;
private static volatile HashMap<String, LoggerAdapter> loggerxMap = null;
protected Logger logger = null;
private LoggerAdapter( Logger logger ) { this.logger = logger;
}
public static LoggerAdapter getLogger( Class<?> classObject ) { if (null == classObject) { throw new IllegalArgumentException();
} if (loggerxMap == null) {
synchronized (Loggerx.class) { if (loggerxMap == null) {
loggerxMap = new HashMap<>(); return getLoggerAdapter(classObject);
}
}
}
LoggerAdapter loggerAdapter = loggerxMap.get(classObject.getSimpleName()); if (loggerAdapter == null) { return getLoggerAdapter(classObject);
} else { return loggerAdapter;
}
}
private static LoggerAdapter getLoggerAdapter( Class<?> classObject ) {
Logger logger = LogManager.getLogger(classObject); if (logger == null) { return null;
}
LoggerAdapter loggerAdapter = new LoggerAdapter(logger);
loggerxMap.put(classObject.getSimpleName(), loggerAdapter); return loggerAdapter;
}
public void info( LogType logType, Object message ) { String msgFormatted = msgFormat(logType, message);
logger.log(FQCN, Level.INFO, msgFormatted, null);
}
public void info( LogType logType, Map<String, String> custMsg, Object message ) { String msgFormatted = msgFormat(logType, custMsg, message);
logger.log(FQCN, Level.INFO, msgFormatted, null);
}
public void error( LogType logType, Object message ) { String msgFormatted = msgFormat(logType, message);
logger.log(FQCN, Level.ERROR, msgFormatted, null);
}
public void error( LogType logType, Map<String, String> custMsg, Object message ) { String msgFormatted = msgFormat(logType, custMsg, message);
logger.log(FQCN, Level.ERROR, msgFormatted, null);
}
public void error( LogType logType, Object message, Throwable t ) { String msgFormatted = msgFormat(logType, message);
logger.log(FQCN, Level.ERROR, msgFormatted, t);
}
public void error( LogType logType, Map<String, String> custMsg, Object message, Throwable t ) { String msgFormatted = msgFormat(logType, custMsg, message);
logger.log(FQCN, Level.ERROR, msgFormatted, t);
}
public void warn( LogType logType, Object message ) { String msgFormatted = msgFormat(logType, message);
logger.log(FQCN, Level.WARN, msgFormatted, null);
}
public void warn( LogType logType, Map<String, String> custMsg, Object message ) { String msgFormatted = msgFormat(logType, custMsg, message);
logger.log(FQCN, Level.WARN, msgFormatted, null);
}
public void debug( LogType logType, Object message ) { String msgFormatted = msgFormat(logType, message);
logger.log(FQCN, Level.DEBUG, msgFormatted, null);
}
protected String msgFormat( LogType logType, Object message ) {
StringBuilder sb = new StringBuilder();
AdapterLogContext logContext = AdapterLogContextHolder.getInstance().getLogContext();
sb.append(logContext.getTraceID());
sb.append("|").append(logContext.getClientAddr());
sb.append("|").append(logContext.getServerAddr());
sb.append("|").append(logContext.getClientSysName());
sb.append("|").append(logContext.getServerAddr());
sb.append("|").append(logContext.getTransID());
sb.append("|").append(logType);
sb.append("|").append("custmsg=null");
sb.append(message != null ? "^" + message.toString().replaceAll("\r|\n", "").replaceAll("\\|", "#") + "|" : ""); return sb.toString();
}
protected String msgFormat( LogType logType, Map<String, String> custMsgMap, Object message ) { if (custMsgMap == null || custMsgMap.isEmpty()) { return msgFormat(logType, message);
} else {
StringBuilder sb = new StringBuilder();
AdapterLogContext logContext = AdapterLogContextHolder.getInstance().getLogContext();
sb.append("|").append(logContext.getClientAddr());
sb.append("|").append(logContext.getServerAddr());
sb.append("|").append(logContext.getClientSysName());
sb.append("|").append(logContext.getServerAddr());
sb.append("|").append(logContext.getTransID());
sb.append("|").append(logType);
sb.append("|"); for (Map.Entry<String, String> entry : custMsgMap.entrySet()) {
sb.append(entry.getKey() + "=" + entry.getValue() + ",");
}
sb.deleteCharAt(sb.length() - 1);
sb.append(message != null ? "^" + message.toString().replaceAll("\r|\n", "") + "|" : ""); return sb.toString();
}
}
}AOP切片类LoggerAdapter
public class ClientContextBeforeAdvice implements MethodBeforeAdvice { @Override
public void before(Method arg0, Object[] arg1, Object arg2) throws Throwable { try { if (arg1.length == 0 || !(arg1[0] instanceof BaseRequest)) { return;
}
AdapterLogContext logContext = AdapterLogContextHolder.getInstance().getLogContext() //获取logContext各个属性值
BaseRequest request = (BaseRequest) arg1[0];
request.setLogContext(logContext);
} catch (Exception e) {
LOGGER.error(LogType.EX, "", e); throw e;
}
}
}//其他AOP切片log4j配置使用适配器模式
在log4j配置中，log4j 1.x 与 2.x中都可以使用正常配置
Springboot使用
实现定制化log-start,应用依赖即可。
MDC方式与Adapter方式对比
两种对比，MDC优点在于不改变开发人员使用log4j方法，引入不需要更改业务代码，Adapter优势在于使用AOP和ThreadLocal方式更方便定制化。我司目前使用MDC方案.
作者：写完了没
链接：https://www.jianshu.com/p/7f6da6a04442
點(diǎn)擊查看更多內(nèi)容
為 TA 點(diǎn)贊
評(píng)論
評(píng)論
共同學(xué)習(xí)，寫(xiě)下你的評(píng)論
評(píng)論加載中...
作者其他優(yōu)質(zhì)文章
正在加載中
感謝您的支持，我會(huì)繼續(xù)努力的～
掃碼打賞，你說(shuō)多少就多少
贊賞金額會(huì)直接到老師賬戶(hù)
支付方式
打開(kāi)微信掃一掃，即可進(jìn)行掃碼打賞哦
今天注冊(cè)有機(jī)會(huì)得
100積分直接送
付費(fèi)專(zhuān)欄免費(fèi)學(xué)
大額優(yōu)惠券免費(fèi)領(lǐng)