前言

  开心一刻

    晚上回家,爸妈正在吵架,见我回来就都不说话了,看见我妈坐在那里瞪着我爸,我就问老爸“你干什么了惹我妈生这么大气?”  我爸说“没有什么啊,倒是你,这么大了还没有媳妇,要是你有媳妇给我们生一个孙子玩,我们致于吵架吗?”我一听就感觉要坏,老爸你这是来了一招调虎离山啊,实力坑儿子啊,果然我妈改瞪我了,然后完全不理我爸,直接指着我开骂了……

  路漫漫其修远兮,吾将上下而求索!

  github:https://github.com/youzhibing

  码云(gitee):https://gitee.com/youzhibing

java定时任务调度的实现方式 

  Timer

    这个相信大家都有用过,我也用过,但用的不多;

    特点是:简单易用,但由于所有任务都是由同一个线程来调度,因此所有任务都是串行执行的,同一时间只能有一个任务在执行,前一个任务的延迟或异常都将会影响到之后的任务;能实现简单的定时任务,稍微复杂点(或要求高一些)的定时任务却不好实现。
  ScheduledExecutor

    这个我相信大家也都用过,而且用的比Timer多;正是鉴于Timer的缺陷,Java 5推出了基于线程池设计的ScheduledExecutor;

    特点:每一个被调度的任务都会由线程池中一个线程去执行,因此任务是并发执行的,相互之间不会受到干扰。需要注意的是,只有当任务的执行时间到来时,ScheduedExecutor 才会真正启动一个线程,其余时间 ScheduledExecutor 都是在轮询任务的状态。

    虽然用ScheduledExecutor和Calendar能够实现复杂任务调度,但实现起来还是比较麻烦,对开发还是不够友善。

  Spring Scheduler

    spring对任务调度的实现支持,可以指定任务的执行时间,但对任务队列和线程池的管控较弱;一般集成于项目中,小任务很方便。
  JCronTab

    JCronTab则是一款完全按照crontab语法编写的java任务调度工具。

    特点:

      可指定任务的执行时间;

      提供完全按照Unix的UNIX-POSIX crontab的格式来规定时间;

      支持多种任务调度的持久化方法,包括普通文件、数据库以及 XML 文件进行持久化;

      JCronTab内置了发邮件功能,可以将任务执行结果方便地发送给需要被通知的人;

      设计和部署是高性能并可扩展。

  Quartz

    本文主角,请往下看
  当然还有XXL-JOB、Elastic-Job、Saturn等等

quartz相关概念

  Scheduler:调度器,进行任务调度;quartz的大脑
  Job:业务job,亦可称业务组件;定时任务的具体执行业务需要实现此接口,调度器会调用此接口的execute方法完成我们的定时业务
  JobDetail:用来定义业务Job的实例,我们可以称之为quartz job,很多时候我们谈到的job指的是JobDetail
  Trigger:触发器,用来定义一个指定的Job何时被执行
  JobBuilder:Job构建器,用来定义或创建JobDetail的实例;JobDetail限定了只能是Job的实例
  TriggerBuilder:触发器构建器,用来定义或创建触发器的实例

  具体为什么要分这么细,大家可以去查阅下相关资料,你会发现很多东西

工程实现

  pom.xml

<?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 http://maven.apache.org/xsd/maven-4.0.0.xsd"><modelVersion>4.0.0</modelVersion><groupId>com.lee</groupId><artifactId>spring-boot-quartz</artifactId><version>1.0-SNAPSHOT</version><properties><java.version>1.8</java.version><maven.compiler.source>1.8</maven.compiler.source><maven.compiler.target>1.8</maven.compiler.target><druid.version>1.1.10</druid.version><pagehelper.version>1.2.5</pagehelper.version><druid.version>1.1.10</druid.version></properties><parent><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-parent</artifactId><version>2.0.3.RELEASE</version></parent><dependencies><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-web</artifactId></dependency><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-thymeleaf</artifactId></dependency><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-quartz</artifactId></dependency><dependency><groupId>com.alibaba</groupId><artifactId>druid-spring-boot-starter</artifactId><version>${druid.version}</version></dependency><dependency><groupId>mysql</groupId><artifactId>mysql-connector-java</artifactId></dependency><dependency><groupId>com.github.pagehelper</groupId><artifactId>pagehelper-spring-boot-starter</artifactId><version>${pagehelper.version}</version></dependency><!-- 日志 --><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-logging</artifactId><exclusions>            <!-- 排除spring-boot-starter-logging中的全部依赖 --><exclusion><groupId>*</groupId><artifactId>*</artifactId></exclusion></exclusions><scope>test</scope>     <!-- 打包的时候不打spring-boot-starter-logging.jar --></dependency><dependency><groupId>ch.qos.logback</groupId><artifactId>logback-classic</artifactId></dependency><dependency><groupId>org.projectlombok</groupId><artifactId>lombok</artifactId><optional>true</optional></dependency></dependencies><build><finalName>spring-boot-quartz</finalName><plugins><!-- 打包项目 mvn clean package --><plugin><groupId>org.springframework.boot</groupId><artifactId>spring-boot-maven-plugin</artifactId></plugin></plugins></build>
</project>

View Code

  application.xml

server:port: 9001servlet:context-path: /quartz
spring:thymeleaf:mode: HTMLcache: false#连接池配置datasource:type: com.alibaba.druid.pool.DruidDataSourcedruid:driver-class-name: com.mysql.jdbc.Driverurl: jdbc:mysql://localhost:3306/spring-boot-quartz?useSSL=false&useUnicode=true
      username: rootpassword: 123456initial-size: 1                     #连接池初始大小max-active: 20                      #连接池中最大的活跃连接数min-idle: 1                         #连接池中最小的活跃连接数max-wait: 60000                     #配置获取连接等待超时的时间pool-prepared-statements: true    #打开PSCache,并且指定每个连接上PSCache的大小max-pool-prepared-statement-per-connection-size: 20validation-query: SELECT 1 FROM DUALvalidation-query-timeout: 30000test-on-borrow: false             #是否在获得连接后检测其可用性test-on-return: false             #是否在连接放回连接池后检测其可用性test-while-idle: true             #是否在连接空闲一段时间后检测其可用性quartz:#相关属性配置properties:org:quartz:scheduler:instanceName: quartzSchedulerinstanceId: AUTOjobStore:class: org.quartz.impl.jdbcjobstore.JobStoreTXdriverDelegateClass: org.quartz.impl.jdbcjobstore.StdJDBCDelegatetablePrefix: QRTZ_isClustered: falseclusterCheckinInterval: 10000useProperties: falsethreadPool:class: org.quartz.simpl.SimpleThreadPoolthreadCount: 10threadPriority: 5threadsInheritContextClassLoaderOfInitializingThread: true#数据库方式job-store-type: JDBC#初始化表结构jdbc:initialize-schema: NEVER
#mybatis配置
mybatis:type-aliases-package: com.lee.quartz.entitymapper-locations: classpath:mybatis/mapper/*.xml
#分页配置, pageHelper是物理分页插件
pagehelper:#4.0.0以后版本可以不设置该参数,该示例中是5.1.4helper-dialect: mysql#启用合理化,如果pageNum<1会查询第一页,如果pageNum>pages会查询最后一页reasonable: true
logging:level:com.lee.quartz.mapper: debug

View Code

  这样,quartz就配置好了,应用里面直接用即可

  JobController.java

package com.lee.quartz.web;import com.github.pagehelper.PageInfo;
import com.lee.quartz.common.Result;
import com.lee.quartz.entity.QuartzJob;
import com.lee.quartz.service.IJobService;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;@RestController
@RequestMapping("/job")
public class JobController {private final static Logger LOGGER = LoggerFactory.getLogger(JobController.class);@Autowiredprivate IJobService jobService;@SuppressWarnings({ "unchecked", "rawtypes" })@PostMapping("/add")public Result save(QuartzJob quartz){LOGGER.info("新增任务");Result result = jobService.saveJob(quartz);return result;}@PostMapping("/list")public PageInfo list(String jobName,Integer pageNo,Integer pageSize){LOGGER.info("任务列表");PageInfo pageInfo = jobService.listQuartzJob(jobName, pageNo, pageSize);return pageInfo;}@PostMapping("/trigger")public  Result trigger(String jobName, String jobGroup) {LOGGER.info("触发任务");Result result = jobService.triggerJob(jobName, jobGroup);return result;}@PostMapping("/pause")public  Result pause(String jobName, String jobGroup) {LOGGER.info("停止任务");Result result = jobService.pauseJob(jobName, jobGroup);return result;}@PostMapping("/resume")public  Result resume(String jobName, String jobGroup) {LOGGER.info("恢复任务");Result result = jobService.resumeJob(jobName, jobGroup);return result;}@PostMapping("/remove")public  Result remove(String jobName, String jobGroup) {LOGGER.info("移除任务");Result result = jobService.removeJob(jobName, jobGroup);return result;}
}

View Code

  JobServiceImpl.java

package com.lee.quartz.service.impl;import com.github.pagehelper.PageHelper;
import com.github.pagehelper.PageInfo;
import com.lee.quartz.common.Result;
import com.lee.quartz.entity.QuartzJob;
import com.lee.quartz.mapper.JobMapper;
import com.lee.quartz.service.IJobService;
import org.quartz.*;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;import java.util.List;@Service
public class JobServiceImpl implements IJobService {@Autowiredprivate Scheduler scheduler;@Autowiredprivate JobMapper jobMapper;@Overridepublic PageInfo listQuartzJob(String jobName, Integer pageNum, Integer pageSize) {PageHelper.startPage(pageNum, pageSize);List<QuartzJob> jobList = jobMapper.listJob(jobName);PageInfo pageInfo = new PageInfo(jobList);return pageInfo;}@Overridepublic Result saveJob(QuartzJob quartz){try {//如果是修改  展示旧的 任务if(quartz.getOldJobGroup() != null && !"".equals(quartz.getOldJobGroup())){JobKey key = new JobKey(quartz.getOldJobName(),quartz.getOldJobGroup());scheduler.deleteJob(key);}//构建job信息Class cls = Class.forName(quartz.getJobClassName()) ;cls.newInstance();JobDetail job = JobBuilder.newJob(cls).withIdentity(quartz.getJobName(),quartz.getJobGroup()).withDescription(quartz.getDescription()).build();// 触发时间点CronScheduleBuilder cronScheduleBuilder = CronScheduleBuilder.cronSchedule(quartz.getCronExpression().trim());Trigger trigger = TriggerBuilder.newTrigger().withIdentity("trigger"+quartz.getJobName(), quartz.getJobGroup()).startNow().withSchedule(cronScheduleBuilder).build();//交由Scheduler安排触发
            scheduler.scheduleJob(job, trigger);} catch (Exception e) {e.printStackTrace();return Result.error();}return Result.ok();}@Overridepublic Result triggerJob(String jobName, String jobGroup) {JobKey key = new JobKey(jobName,jobGroup);try {scheduler.triggerJob(key);} catch (SchedulerException e) {e.printStackTrace();return Result.error();}return Result.ok();}@Overridepublic Result pauseJob(String jobName, String jobGroup) {JobKey key = new JobKey(jobName,jobGroup);try {scheduler.pauseJob(key);} catch (SchedulerException e) {e.printStackTrace();return Result.error();}return Result.ok();}@Overridepublic Result resumeJob(String jobName, String jobGroup) {JobKey key = new JobKey(jobName,jobGroup);try {scheduler.resumeJob(key);} catch (SchedulerException e) {e.printStackTrace();return Result.error();}return Result.ok();}@Overridepublic Result removeJob(String jobName, String jobGroup) {try {TriggerKey triggerKey = TriggerKey.triggerKey(jobName, jobGroup);// 停止触发器
            scheduler.pauseTrigger(triggerKey);// 移除触发器
            scheduler.unscheduleJob(triggerKey);// 删除任务
            scheduler.deleteJob(JobKey.jobKey(jobName, jobGroup));System.out.println("removeJob:"+JobKey.jobKey(jobName));} catch (Exception e) {e.printStackTrace();return Result.error();}return Result.ok();}
}

View Code

  主要就是以上文件,详情请查看spring-boot-quartz

  工程里面数据源用的druid,springboot默认也会将该数据源应用到quartz,如果想给quartz单独配置数据源,可配合@QuartzDataSource来实现(更多quarz数据源问题,请查看spring-boot-2.0.3之quartz集成,数据源问题,源码探究)

  最终效果如下

trigger状态

  org.quartz.impl.jdbcjobstore.Constants中存放了一些列的常量,源代码如下

/* * All content copyright Terracotta, Inc., unless otherwise indicated. All rights reserved.* * Licensed under the Apache License, Version 2.0 (the "License"); you may not * use this file except in compliance with the License. You may obtain a copy * of the License at * *   http://www.apache.org/licenses/LICENSE-2.0 *   * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the * License for the specific language governing permissions and limitations * under the License.* */package org.quartz.impl.jdbcjobstore;/*** <p>* This interface can be implemented by any <code>{@link* org.quartz.impl.jdbcjobstore.DriverDelegate}</code>* class that needs to use the constants contained herein.* </p>* * @author <a href="mailto:jeff@binaryfeed.org">Jeffrey Wescott</a>* @author James House*/
public interface Constants {/** ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~* * Constants.* * ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~*/// Table namesString TABLE_JOB_DETAILS = "JOB_DETAILS";String TABLE_TRIGGERS = "TRIGGERS";String TABLE_SIMPLE_TRIGGERS = "SIMPLE_TRIGGERS";String TABLE_CRON_TRIGGERS = "CRON_TRIGGERS";String TABLE_BLOB_TRIGGERS = "BLOB_TRIGGERS";String TABLE_FIRED_TRIGGERS = "FIRED_TRIGGERS";String TABLE_CALENDARS = "CALENDARS";String TABLE_PAUSED_TRIGGERS = "PAUSED_TRIGGER_GRPS";String TABLE_LOCKS = "LOCKS";String TABLE_SCHEDULER_STATE = "SCHEDULER_STATE";// TABLE_JOB_DETAILS columns names
    String COL_SCHEDULER_NAME = "SCHED_NAME";String COL_JOB_NAME = "JOB_NAME";String COL_JOB_GROUP = "JOB_GROUP";String COL_IS_DURABLE = "IS_DURABLE";String COL_IS_VOLATILE = "IS_VOLATILE";String COL_IS_NONCONCURRENT = "IS_NONCONCURRENT";String COL_IS_UPDATE_DATA = "IS_UPDATE_DATA";String COL_REQUESTS_RECOVERY = "REQUESTS_RECOVERY";String COL_JOB_DATAMAP = "JOB_DATA";String COL_JOB_CLASS = "JOB_CLASS_NAME";String COL_DESCRIPTION = "DESCRIPTION";// TABLE_TRIGGERS columns namesString COL_TRIGGER_NAME = "TRIGGER_NAME";String COL_TRIGGER_GROUP = "TRIGGER_GROUP";String COL_NEXT_FIRE_TIME = "NEXT_FIRE_TIME";String COL_PREV_FIRE_TIME = "PREV_FIRE_TIME";String COL_TRIGGER_STATE = "TRIGGER_STATE";String COL_TRIGGER_TYPE = "TRIGGER_TYPE";String COL_START_TIME = "START_TIME";String COL_END_TIME = "END_TIME";String COL_PRIORITY = "PRIORITY";String COL_MISFIRE_INSTRUCTION = "MISFIRE_INSTR";String ALIAS_COL_NEXT_FIRE_TIME = "ALIAS_NXT_FR_TM";// TABLE_SIMPLE_TRIGGERS columns namesString COL_REPEAT_COUNT = "REPEAT_COUNT";String COL_REPEAT_INTERVAL = "REPEAT_INTERVAL";String COL_TIMES_TRIGGERED = "TIMES_TRIGGERED";// TABLE_CRON_TRIGGERS columns namesString COL_CRON_EXPRESSION = "CRON_EXPRESSION";// TABLE_BLOB_TRIGGERS columns namesString COL_BLOB = "BLOB_DATA";String COL_TIME_ZONE_ID = "TIME_ZONE_ID";// TABLE_FIRED_TRIGGERS columns namesString COL_INSTANCE_NAME = "INSTANCE_NAME";String COL_FIRED_TIME = "FIRED_TIME";String COL_SCHED_TIME = "SCHED_TIME";String COL_ENTRY_ID = "ENTRY_ID";String COL_ENTRY_STATE = "STATE";// TABLE_CALENDARS columns namesString COL_CALENDAR_NAME = "CALENDAR_NAME";String COL_CALENDAR = "CALENDAR";// TABLE_LOCKS columns namesString COL_LOCK_NAME = "LOCK_NAME";// TABLE_LOCKS columns namesString COL_LAST_CHECKIN_TIME = "LAST_CHECKIN_TIME";String COL_CHECKIN_INTERVAL = "CHECKIN_INTERVAL";// MISC CONSTANTSString DEFAULT_TABLE_PREFIX = "QRTZ_";// STATESString STATE_WAITING = "WAITING";String STATE_ACQUIRED = "ACQUIRED";String STATE_EXECUTING = "EXECUTING";String STATE_COMPLETE = "COMPLETE";String STATE_BLOCKED = "BLOCKED";String STATE_ERROR = "ERROR";String STATE_PAUSED = "PAUSED";String STATE_PAUSED_BLOCKED = "PAUSED_BLOCKED";String STATE_DELETED = "DELETED";/*** @deprecated Whether a trigger has misfired is no longer a state, but * rather now identified dynamically by whether the trigger's next fire * time is more than the misfire threshold time in the past.*/String STATE_MISFIRED = "MISFIRED";String ALL_GROUPS_PAUSED = "_$_ALL_GROUPS_PAUSED_$_";// TRIGGER TYPES/** Simple Trigger type. */String TTYPE_SIMPLE = "SIMPLE";/** Cron Trigger type. */String TTYPE_CRON = "CRON";/** Calendar Interval Trigger type. */String TTYPE_CAL_INT = "CAL_INT";/** Daily Time Interval Trigger type. */String TTYPE_DAILY_TIME_INT = "DAILY_I";/** A general blob Trigger type. */String TTYPE_BLOB = "BLOB";
}// EOF

View Code

  里面有quartz的表名、各个表包含的列名、trigger状态、trigger类型等内容

  状态包括

    WAITING:等待中
    ACQUIRED:将触发,此时还未到trigger真正的触发时刻
    EXECUTING:触发,亦可理解成执行中,trigger真正的触发时刻
    COMPLETE:完成,不再触发
    BLOCKED:受阻,不允许并发执行job时会出现(@DisallowConcurrentExecution)
    ERROR:出错
    PAUSED:暂停中
    PAUSED_BLOCKED:暂停受阻,不允许并发执行job时会出现(@DisallowConcurrentExecution)
    DELETED:已删除
    MISFIRED:触发失败,已弃用,有另外的替代方式

  状态变化流程图如下所示

  trigger的初始状态是WAITING,处于WAITING状态的trigger等待被触发。调度线程会不停地扫triggers表,根据NEXT_FIRE_TIME提前拉取即将触发的trigger,如果这个trigger被该调度线程拉取到,它的状态就会变为ACQUIRED。因为是提前拉取trigger,并未到达trigger真正的触发时刻,所以调度线程会等到真正触发的时刻,再将trigger状态由ACQUIRED改为EXECUTING。如果这个trigger不再执行,就将状态改为COMPLETE,否则为WAITING,开始新的周期。如果这个周期中的任何环节抛出异常,trigger的状态会变成ERROR。如果手动暂停这个trigger,状态会变成PAUSED。

总结

  Quartz作为一个开源的作业调度框架,提供了巨大的灵活性而不牺牲简单性。我们能够用它来为执行一个作业而创建简单的或复杂的调度。它有很多特征,如:数据库、集群、插件、JavaMail支持,EJB作业预构建,支持cron-like表达式等等;

  springboot集成quartz非常简单,最简单的情况下只需要引入依赖我们就可以享受quartz提供的功能,springboot默认会帮我们配置好quartz;当然我们也可以自定义配置来实现quartz的定制;

参考

  几种任务调度的Java实现方法与比较

  小柒2012 / spring-boot-quartz

  boot-features-quartz

  作业调度系统—Quartz

  记一次Quartz重复调度(任务重复执行)的问题排查

  Quartz FAQ

转载于:https://www.cnblogs.com/youzhibing/p/10024558.html

spring-boot-2.0.3之quartz集成,不是你想的那样哦!相关推荐

  1. 基于Spring Boot 2.0的IoT应用集成和使用CSE实践

    本文通过一个IoT的应用展现在Spring Boot 2.0中集成和使用CSE.IoT应用原来使用Spring Boot 2.0开发,通过少量的步骤集成CSE,然后展现了集成后带来了哪些新特性,以及中 ...

  2. spring boot 2.0 集成shiro注意事项

    2019独角兽企业重金招聘Python工程师标准>>> spring boot 2.0 全面拥抱java8,在安全验证上面 很大程度的简化了配置项,用shiro就要把security ...

  3. SpringBoot2.0(一):【重磅】Spring Boot 2.0权威发布

    就在昨天Spring Boot2.0.0.RELEASE正式发布,今天早上在发布Spring Boot2.0的时候还出现一个小插曲,将Spring Boot2.0同步到Maven仓库的时候出现了错误, ...

  4. Spring Boot 2.0 正式发布

    转载自 重磅:Spring Boot 2.0 正式发布! Spring Boot 2.0 正式发布! 2018/03/01最新消息,传得沸沸扬扬的Spring Boot 2.0 正式发布了. 小编去看 ...

  5. (转)Spring Boot 2(一):【重磅】Spring Boot 2.0权威发布

    http://www.ityouknow.com/springboot/2018/03/01/spring-boot-2.0.html 就在今天Spring Boot2.0.0.RELEASE正式发布 ...

  6. Spring Boot 2.0 都更新了什么

    Spring Boot 2.0 都更新了什么 2018 年 3 月 1 号 Spring Boot 2.0.0.RELEASE 正式发布,这是 Spring Boot 1.0 发布 4 年之后第一次重 ...

  7. Spring Boot 3.0.0-M1 Reference Documentation(Spring Boot中文参考文档) 9-16

    9. 数据 Spring Boot与多个数据技术集成,包括SQL和NoSQL. 9.1. SQL数据库 Spring Framework提供扩展支持用于与SQL数据工作,从使用JdbcTemplate ...

  8. 终于把 Spring Boot 3.0 写成书了!

    大家好,我是R哥. 我的新书<Spring Boot 3 核心技术与最佳实战>打磨一年多,今天终于上市了,定价 158 元,今天刚上市搞 5 折促销,80 元不到上车,这可能是全网最便宜的 ...

  9. Spring Boot 2.0 新特性

    作者:贺卓凡 原文:https://mp.weixin.qq.com/s/EWmuzsgHueHcSB0WH-3AQw 以Java 8 为基准 Spring Boot 2.0 要求Java 版本必须8 ...

最新文章

  1. 安卓Webview缓存网页数据(无网络正常显示)
  2. 打开DataGrip显示Load Data Ctrl+F5解决方案
  3. JAVA入门级教学之(类之间究竟有哪几种关系呢)
  4. R+大地图时代︱ leaflet/leafletCN 动态、交互式绘制地图(遍地代码图)
  5. set列表对象去重_java中List对象列表去重或取出以及排序
  6. HDU 4052 Adding New Machine (线段树+离散化)
  7. 《啊哈算法》知识点总结
  8. ANDROID cmake版本下载,android studio中为gradle指定cmake版本
  9. 最新BXP2006无盘教学办公系统
  10. linux内核api作用,内存管理 – Linux内核API get_unmapped_area
  11. OnDraw()和OnPaint()
  12. 往证书图片上填充文字内容
  13. 东田纳西州立大学计算机排名,东田纳西州立大学世界排名
  14. 2021年低压电工考试题及低压电工模拟考试题
  15. php location.href,window.location.href的用法(动态输出跳转)
  16. 我用python搞了一个杀毒软件(菜)
  17. mysql 有数据就修改,无数据则新增
  18. Http request 获取不到请求内容的总结
  19. 高通SDX12平台PCIe驱动dtsi解析
  20. 嵌入式开发也可以用C++?

热门文章

  1. 将企业安全基线复制上云,实现云上IT运维的持续风控
  2. 钢铁厂来了“新员工”破解废钢定级行业难题
  3. 同学,你有一份来自支付宝AI学姐的面试锦囊待查收
  4. java 传入参数_Java 中方法参数的传递
  5. C#-数组定义及使用数组的好处 046
  6. 《Exploring in UE4》多线程机制详解[原理分析]
  7. MMM for MySQL FAQ
  8. entOS 7 安装 python3+pip3+chrome+chromedriver+selenium+requests 无GUI运行脚本
  9. HDU 4325 离散化+树状数组 或者 不使用树状数组
  10. jmeter正则表达式提取器多模块相互调用