前言
sql性能监控是一个程序必要的功能,通常我们可以使用数据库自带的客户端工具进行sql性能分析。然而对于一些专业度不高的人员来说,当程序出现卡顿或者响应速度变慢时,排查问题变得困难。当程序出现卡顿,通常通过检查服务器磁盘使用情况、程序内存大小,网络带宽以及数据库i/o等方面进行问题排查。然而数据库i/o打高的情况通常是由于sql执行效率过低导致的。一般项目制的公司都有属于自己的实施人员,然而要让实施人员去排查具体sql执行过慢问题,这显然对于专业度不高的工作人员来说是一种挑战和煎熬。因此本系列文章将介绍如何使用mybatis的拦截器功能完成对sql执行的时间记录,并通过mq推送至sql记录服务,记录具体的慢sql信息,后续可以通过页面进行展示。通过可视化的方式让实施人员快速定位到问题所在。
一、基本功能介绍
本章节只实现mybatis执行时对执行sql进行拦截,控制台打印执行sql包括参数、执行方法以及执行时间。大致结构图如下:
1.1本章功能效果预览图:
mapper method: 显示该sql是由哪个mapper方法进行调用执行。
execute sql:打印出完整执行的sql,自动填充了参数。
spend time:记录本次sql执行花费的时间。
二、可执行源码
2.1 yaml基础配置
需要在yaml配置文件中配置是否打印sql执行信息。当然该配置可以放入redis中,以方便后续面向微服务时,可以一键开启和关闭,这里就不再演示,后续扩展可有您自主实现。
mybatis-analyze: show-log: true #sql打印到控制台
2.2 mybatisanalyzesqlinterceptor实现sql拦截
源码可直接复制运行!!!!!
package com.hl.by.common.mybatis.interceptor; import lombok.getter; import lombok.setter; import lombok.extern.slf4j.slf4j; import org.apache.commons.lang3.time.stopwatch; import org.apache.ibatis.cache.cachekey; import org.apache.ibatis.executor.executor; import org.apache.ibatis.executor.statement.routingstatementhandler; import org.apache.ibatis.executor.statement.statementhandler; import org.apache.ibatis.mapping.boundsql; import org.apache.ibatis.mapping.mappedstatement; import org.apache.ibatis.mapping.parametermapping; import org.apache.ibatis.mapping.parametermode; import org.apache.ibatis.plugin.*; import org.apache.ibatis.reflection.metaobject; import org.apache.ibatis.session.configuration; import org.apache.ibatis.session.resulthandler; import org.apache.ibatis.session.rowbounds; import org.apache.ibatis.type.typehandlerregistry; import org.springframework.beans.factory.annotation.value; import org.springframework.stereotype.component; import java.sql.connection; import java.sql.timestamp; import java.text.simpledateformat; import java.util.*; import java.util.concurrent.timeunit; /** * @author: di.yin * @date: 2024/11/25 16:32 * @version: 1.0.0 * @description: mybatis sql分析插件 **/ @slf4j @intercepts(value = { @signature(type = statementhandler.class, method = "prepare", args = {connection.class, integer.class}), @signature(type = executor.class, method = "update", args = {mappedstatement.class, object.class}), @signature(type = executor.class, method = "query", args = {mappedstatement.class, object.class, rowbounds.class, resulthandler.class}), @signature(type = executor.class, method = "query", args = {mappedstatement.class, object.class, rowbounds.class, resulthandler.class, cachekey.class, boundsql.class}), }) @component public class mybatisanalyzesqlinterceptor implements interceptor { @value("${mybatis-analyze.show-log:false}") private boolean showlog; @override public object intercept(invocation invocation) throws throwable { stopwatch startedwatch = stopwatch.createstarted(); object returnvalue = null; exception proceedsqlexception = null; try { returnvalue = invocation.proceed(); } catch (exception e) { proceedsqlexception = e; } startedwatch.stop(); long spendtime = startedwatch.gettime(timeunit.milliseconds); if (invocation.getargs() == null || !(invocation.getargs()[0] instanceof mappedstatement)) { return returnvalue; } // just handle mappedstatement mappedstatement mappedstatement = (mappedstatement) invocation.getargs()[0]; // get boundsql boundsql boundsql = null; for (int i = invocation.getargs().length - 1; i >= 0; i--) { if (invocation.getargs()[i] instanceof boundsql) { boundsql = (boundsql) invocation.getargs()[i]; break; } } if (invocation.gettarget() instanceof routingstatementhandler) { routingstatementhandler routingstatementhandler = (routingstatementhandler) invocation.gettarget(); boundsql = routingstatementhandler.getboundsql(); } if (boundsql == null) { object parameter = null; if (invocation.getargs().length > 1) { parameter = invocation.getargs()[1]; } boundsql = mappedstatement.getboundsql(parameter); } // printprocessedsql(boundsql, mappedstatement.getconfiguration(), mappedstatement.getid(), spendtime); // if an exception occurs during sql execution,throw exception if (proceedsqlexception != null) { throw proceedsqlexception; } return returnvalue; } /** * parse sql and print sql * * @param boundsql * @param configuration * @param statement * @param spendtime */ private void printprocessedsql(boundsql boundsql, configuration configuration, string statement, long spendtime) { map<integer, object> parametervaluemap = parseparametervalues(configuration, boundsql); string finalsql = fillsqlparams(boundsql.getsql(), parametervaluemap); finalsql = finalsql.replaceall("\n", ""); string printdata = "\n===============start print sql===============\n" + "mapper method: [ " + statement + " ]\n" + "execute sql: " + finalsql + " \n" + "spend time: " + spendtime + " ms \n" + "===============end print sql===============\n"; if (showlog) { log.info(printdata); } } public static string fillsqlparams(string statementquery, map<integer, object> parametervalues) { final stringbuilder sb = new stringbuilder(); int currentparameter = 0; for (int pos = 0; pos < statementquery.length(); pos++) { char character = statementquery.charat(pos); if (statementquery.charat(pos) == '?' && currentparameter <= parametervalues.size()) { object value = parametervalues.get(currentparameter); sb.append(value != null ? value.tostring() : new mybatisanalyzesqlinterceptor.values().tostring()); currentparameter++; } else { sb.append(character); } } return sb.tostring(); } /** * 用于解析参数值 * * @param configuration * @param boundsql * @return map<integer, object> */ private static map<integer, object> parseparametervalues(configuration configuration, boundsql boundsql) { object parameterobject = boundsql.getparameterobject(); list<parametermapping> parametermappings = boundsql.getparametermappings(); if (parametermappings != null) { map<integer, object> parametervalues = new hashmap<>(); typehandlerregistry typehandlerregistry = configuration.gettypehandlerregistry(); for (int i = 0; i < parametermappings.size(); i++) { parametermapping parametermapping = parametermappings.get(i); if (parametermapping.getmode() != parametermode.out) { object value; string propertyname = parametermapping.getproperty(); if (boundsql.hasadditionalparameter(propertyname)) { value = boundsql.getadditionalparameter(propertyname); } else if (parameterobject == null) { value = null; } else if (typehandlerregistry.hastypehandler(parameterobject.getclass())) { value = parameterobject; } else { metaobject metaobject = configuration.newmetaobject(parameterobject); value = metaobject.getvalue(propertyname); } parametervalues.put(i, new mybatisanalyzesqlinterceptor.values(value)); } } return parametervalues; } return collections.emptymap(); } @override public object plugin(object target) { return plugin.wrap(target, this); } @override public void setproperties(properties properties0) { } @setter @getter public static class values { public static final string norm_datetime_pattern = "yyyy-mm-dd hh:mm:ss"; public static final string databasedialectdateformat = norm_datetime_pattern; public static final string databasedialecttimestampformat = norm_datetime_pattern; private object value; public values(object valuetoset) { this(); this.value = valuetoset; } public values() { } @override public string tostring() { return converttostring(this.value); } public string converttostring(object value) { string result; if (value == null) { result = "null"; } else { if (value instanceof byte[]) { result = new string((byte[]) value); } else if (value instanceof timestamp) { result = new simpledateformat(databasedialecttimestampformat).format(value); } else if (value instanceof date) { result = new simpledateformat(databasedialectdateformat).format(value); } else if (value instanceof boolean) { result = boolean.false.equals(value) ? "0" : "1"; } else { result = value.tostring(); } result = quoteifneeded(result, value); } return result; } private string quoteifneeded(string stringvalue, object obj) { if (stringvalue == null) { return null; } if (number.class.isassignablefrom(obj.getclass()) || boolean.class.isassignablefrom(obj.getclass())) { return stringvalue; } else { return "'" + escape(stringvalue) + "'"; } } private string escape(string stringvalue) { return stringvalue.replaceall("'", "''"); } } }
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