Java分布式锁

---

方式	优点	缺点
数据库	实现简单、易于理解	对数据库压力大
Redis	易于理解	自己实现、不支持阻塞
Zookeeper	支持阻塞	需理解Zookeeper、程序复杂
Curator（推荐）	提供锁的方法	依赖Zookeeper、强一致
Redisson（推荐）	提供锁的方法，可阻塞

一、基于ReentrantLock锁解决超卖问题(单体)

1.1、重要代码

package com.example.distributedemo.service;

import com.example.distributedemo.dao.OrderItemMapper;
import com.example.distributedemo.dao.OrderInfoMapper;
import com.example.distributedemo.dao.ProductMapper;
import com.example.distributedemo.model.orderInfo;
import com.example.distributedemo.model.OrderItem;
import com.example.distributedemo.model.Product;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;
import org.springframework.transaction.PlatformTransactionManager;
import org.springframework.transaction.TransactionDefinition;
import org.springframework.transaction.TransactionStatus;

import javax.annotation.Resource;
import java.math.BigDecimal;
import java.util.concurrent.locks.Lock;
import java.util.concurrent.locks.ReentrantLock;

@Service
@Slf4j
public class OrderService {

    @Resource
    private OrderInfoMapper orderMapper;
    @Resource
    private OrderItemMapper orderItemMapper;
    @Resource
    private ProductMapper productMapper;
    
    //购买商品id
    private Integer  purchaseProductId = 1;
    //购买商品数量
    private int purchaseProductNum = 1;

    @Autowired
    private PlatformTransactionManager platformTransactionManager;
    @Autowired
    private TransactionDefinition transactionDefinition;

    private Lock lock = new ReentrantLock();


    public Integer createOrder() throws Exception{
        Product product = null;

        lock.lock();

        try {
            // 根据事务定义TransactionDefinition，获取事务
            TransactionStatus transaction1 = platformTransactionManager.getTransaction(transactionDefinition);
            product = productMapper.selectByPrimaryKey(purchaseProductId);
            if (product==null){
                // 回滚事务
                platformTransactionManager.rollback(transaction1);
                throw new Exception("购买商品："+purchaseProductId+"不存在");
            }

            // 商品当前库存
            Integer currentCount = product.getCount();
            System.out.println(Thread.currentThread().getName()+"库存数："+currentCount);
            // 校验库存
            if (purchaseProductNum > currentCount){
                // 回滚事务
                platformTransactionManager.rollback(transaction1);
                throw new Exception("商品"+purchaseProductId+"仅剩"+currentCount+"件，无法购买");
            }

            Product product1 = new Product();
            product1.setId(purchaseProductId);
            product1.setCount(0);

            productMapper.updateByPrimaryKeySelective(product1);
            // 提交事务
            platformTransactionManager.commit(transaction1);

        }finally {
            lock.unlock();
        }

        TransactionStatus transaction = platformTransactionManager.getTransaction(transactionDefinition);
        orderInfo order = new orderInfo();
        order.setId(1);
        order.setOrderName(product.getName());
        order.setAmount(product.getPrice().multiply(new BigDecimal(purchaseProductNum)));
        order.setOrderStatus(1);//待处理
        orderMapper.insertSelective(order);

        OrderItem orderItem = new OrderItem();
        orderItem.setId(1);
        orderItem.setOrderId(order.getId());
        orderItem.setProductId(product.getId());

        orderItemMapper.insertSelective(orderItem);
        platformTransactionManager.commit(transaction);

        return order.getId();
    }

}

1.2、测试代码

package com.example;

import com.example.distributedemo.DistributeDemoApplication;
import com.example.distributedemo.service.OrderService;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.test.context.junit4.SpringRunner;
import java.util.concurrent.CountDownLatch;
import java.util.concurrent.CyclicBarrier;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;

@RunWith(SpringRunner.class)
@SpringBootTest(classes = DistributeDemoApplication.class)
public class DistributeDemoApplicationTests {

    @Autowired
    private OrderService orderService;

    @Test
    public void concurrentOrder() throws InterruptedException {
        CountDownLatch cdl = new CountDownLatch(5);
        CyclicBarrier cyclicBarrier = new CyclicBarrier(5);
        ExecutorService es = Executors.newFixedThreadPool(5);

        for (int i =0;i<5;i++){
            es.execute(()->{
                try {
                    cyclicBarrier.await();
                    Integer orderId = orderService.createOrder();
                    System.out.println("订单id："+orderId);
                } catch (Exception e) {
                    e.printStackTrace();
                }finally {
                    cdl.countDown();
                }
            });
        }
        cdl.await();
        es.shutdown();
    }

}

二、 基于数据库的分布式锁（分布式）

2.1、重要代码

package com.example.distributedemo.controller;

import com.example.distributedemo.dao.DistributeLockMapper;
import com.example.distributedemo.model.DistributeLock;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.transaction.annotation.Transactional;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;
import javax.annotation.Resource;
import java.util.concurrent.locks.Lock;
import java.util.concurrent.locks.ReentrantLock;

/**
 * @author zhuzhaoman
 * @date 2020/5/2 14:56
 * @description  基于数据库的分布式锁
 */
@Slf4j
@RestController
public class DemoController {

    @Resource
    private DistributeLockMapper distributeLockMapper;

    @RequestMapping("/singleLock")
    @Transactional(rollbackFor = Exception.class)
    public String singleLock() throws Exception {
        log.info("已经进入方法！");
        DistributeLock distributeLock = distributeLockMapper.selectDistributeLock("demo");
        if (distributeLock == null){
            throw new Exception("分布式锁找不到");
        }
        log.info("已经进入了锁！");
        Thread.sleep(30000);
        return "我已经执行完成！";
    }

}

2.2、重要sql语句

<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
<mapper namespace="com.example.distributedemo.dao.DistributeLockMapper">
  <resultMap id="BaseResultMap" type="com.example.distributedemo.model.DistributeLock">
    <!--
      WARNING - @mbg.generated
    -->
    <id column="id" jdbcType="INTEGER" property="id" />
    <result column="business_code" jdbcType="VARCHAR" property="businessCode" />
    <result column="business_name" jdbcType="VARCHAR" property="businessName" />
  </resultMap>

  <select id="selectDistributeLock" resultType="com.example.distributedemo.model.DistributeLock">
    select *from distribute_lock
    where business_code = #{businessCode}
    for update
  </select>
</mapper>

2.3、测试

http://localhost:8081/singleLock
http://localhost:8082/singleLock

三、基于redis分布式锁

3.1、重要代码

package com.example.distributedemo.controller;

import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.redis.connection.RedisStringCommands;
import org.springframework.data.redis.core.RedisCallback;
import org.springframework.data.redis.core.RedisTemplate;
import org.springframework.data.redis.core.script.RedisScript;
import org.springframework.data.redis.core.types.Expiration;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;
import java.awt.print.Book;
import java.util.Arrays;
import java.util.List;
import java.util.UUID;

/**
 * @author zhuzhaoman
 * @date 2020/5/2 0002 17:05
 * @description 基于redis分布式锁
 */

@RestController
@Slf4j
public class RedisLockController {

    @Autowired
    private RedisTemplate redisTemplate;

    @RequestMapping("/redisLock")
    public String redisLock() throws InterruptedException {
        log.info("我进入了方法");

        String key = "redisKey";
        String value = UUID.randomUUID().toString();

        RedisCallback<Boolean> redisCallback = redisConnection -> {
            // 设置NX
            RedisStringCommands.SetOption setOption = RedisStringCommands.SetOption.ifAbsent();
            // 设置过期时间
            Expiration expiration = Expiration.seconds(30);

            // 序列化key和value
            byte[] redisKey = redisTemplate.getKeySerializer().serialize(key);
            byte[] redisValue = redisTemplate.getValueSerializer().serialize(value);

            // 执行set nx 操作
            Boolean result = redisConnection.set(redisKey, redisValue, expiration, setOption);
            return result;
        };

        // 获取分布式锁
        Boolean lock = (Boolean) redisTemplate.execute(redisCallback);
        if (lock) {
            log.info("我进入了锁！");
            Thread.sleep(15000);
        }

        String script = "if redis.call(\"get\",KEYS[1]) == ARGV[1] then\n" +
                "    return redis.call(\"del\",KEYS[1])\n" +
                "else\n" +
                "    return 0\n" +
                "end";
        RedisScript<Boolean> redisScript = RedisScript.of(script, Boolean.class);
        List<String> keys = Arrays.asList(key);

        Boolean result = (Boolean) redisTemplate.execute(redisScript, keys, value);
        log.info("释放锁的结果：" + result);


        log.info("方法执行完成");
        return "方法执行完成";
    }
}

3.2、yml配置

spring.datasource.username=root
spring.datasource.password=1999114zzm
spring.datasource.url=jdbc:mysql://localhost:3306/fen_bu_shi_suo?serverTimezone=Asia/Shanghai&useSSL=false


mybatis.mapper-locations=/mapper/*.xml
logging.pattern.dateformat=HH:mm:ss

spring.redis.host=你ip
spring.redis.port=6379

四、基于分布式锁解决定时任务重复问题

4.1、封装redis分布式锁

package com.example.distributedemo.lock;

import lombok.extern.slf4j.Slf4j;
import org.springframework.data.redis.connection.RedisStringCommands;
import org.springframework.data.redis.core.RedisCallback;
import org.springframework.data.redis.core.RedisTemplate;
import org.springframework.data.redis.core.script.RedisScript;
import org.springframework.data.redis.core.types.Expiration;
import java.util.Arrays;
import java.util.List;
import java.util.UUID;

/**
 * @author zhuzhaoman
 * @date 2020/5/2 0002 17:46
 * @description 描述
 */
@Slf4j
public class RedisLockUtils implements AutoCloseable{

    private RedisTemplate redisTemplate;
    private String key;
    private String value;
    // 单位：秒
    private int expireTime;

    public RedisLockUtils(RedisTemplate redisTemplate, String key, int expireTime) {
        this.redisTemplate = redisTemplate;
        this.key = key;
        this.value = UUID.randomUUID().toString();
        this.expireTime = expireTime;
    }

    /**
     * 获取分布式锁
     * @return
     */
    public boolean getLock() {
        RedisCallback<Boolean> redisCallback = redisConnection -> {
            // 设置NX
            RedisStringCommands.SetOption setOption = RedisStringCommands.SetOption.ifAbsent();
            // 设置过期时间
            Expiration expiration = Expiration.seconds(expireTime);

            // 序列化key和value
            byte[] redisKey = redisTemplate.getKeySerializer().serialize(key);
            byte[] redisValue = redisTemplate.getValueSerializer().serialize(value);

            // 执行set nx 操作
            Boolean result = redisConnection.set(redisKey, redisValue, expiration, setOption);
            return result;
        };

        // 获取分布式锁
        Boolean lock = (Boolean) redisTemplate.execute(redisCallback);

        return lock;
    }

    /**
     * 释放锁
     * @return
     */
    public boolean unLock() {
        String script = "if redis.call(\"get\",KEYS[1]) == ARGV[1] then\n" +
                "    return redis.call(\"del\",KEYS[1])\n" +
                "else\n" +
                "    return 0\n" +
                "end";
        RedisScript<Boolean> redisScript = RedisScript.of(script, Boolean.class);
        List<String> keys = Arrays.asList(key);

        Boolean result = (Boolean) redisTemplate.execute(redisScript, keys, value);
        log.info("释放锁的结果：" + result);
        return result;
    }

    @Override
    public void close() throws Exception {
        // 释放锁
        unLock();
    }
}

4.2、重要代码

package com.example.distributedemo.controller;

import com.example.distributedemo.lock.RedisLockUtils;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.redis.core.RedisTemplate;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;

/**
 * @author zhuzhaoman
 * @date 2020/5/2 0002 17:05
 * @description 描述
 */

@RestController
@Slf4j
public class RedisLockController {

    @Autowired
    private RedisTemplate redisTemplate;

    @RequestMapping("/redisLock")
    public String redisLock() throws InterruptedException {
        log.info("我进入了方法");

        // 获取锁
        try(RedisLockUtils redisLock = new RedisLockUtils(redisTemplate, "redisKey", 30)) {

            boolean lock = redisLock.getLock();

            if (lock) {
                log.info("我进入了锁！");
                Thread.sleep(15000);
            }

        }catch (Exception e){
            e.printStackTrace();
        }

        log.info("方法执行完成");
        return "方法执行完成";
    }
}

4.3、解决任务重复

• 启动类

package com.example.distributedemo;

import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;
import org.springframework.scheduling.annotation.EnableScheduling;
import tk.mybatis.spring.annotation.MapperScan;

@SpringBootApplication
@EnableScheduling // 开启定时任务
public class DistributeDemoApplication {

    public static void main(String[] args) {
        SpringApplication.run(DistributeDemoApplication.class, args);
    }

}

• 定时任务

package com.example.distributedemo.service;

import com.example.distributedemo.lock.RedisLockUtils;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.redis.core.RedisTemplate;
import org.springframework.scheduling.annotation.Scheduled;
import org.springframework.stereotype.Service;

/**
 * @author zhuzhaoman
 * @date 2020/5/2 0002 18:17
 * @description 描述
 */
@Service
@Slf4j
public class SchedulerService {

    @Autowired
    private RedisTemplate redisTemplate;

    @Scheduled(cron = "0/5 * * * * ?")
    public void sendSms() {
        try(RedisLockUtils redisLock = new RedisLockUtils(redisTemplate, "autoSms", 30)) {
            boolean lock = redisLock.getLock();

            if (lock) {
                log.info("向138xxxxx用户发短信！");
            }
        }catch (Exception e) {
            e.printStackTrace();
        }
    }
}

五、zookeeper分布式锁代码实现

5.1、重要代码

package com.example.distributedemo.lock;

import lombok.extern.slf4j.Slf4j;
import org.apache.zookeeper.*;
import org.apache.zookeeper.data.Stat;
import java.io.IOException;
import java.util.Collections;
import java.util.List;

/**
 * @author zhuzhaoman
 * @date 2020/5/2 0002 18:52
 * @description 描述
 */
@Slf4j
public class ZkLock implements AutoCloseable, Watcher {

    private ZooKeeper zooKeeper;
    private String znode;

    public ZkLock() throws IOException {
        this.zooKeeper = new ZooKeeper("49.232.26.207:2181", 60000, this);
    }

    public boolean getLock(String businessCode) {

        try {
            // 创建业务根节点
            Stat stat = zooKeeper.exists("/" + businessCode, false);
            if (stat==null){
                zooKeeper.create("/" + businessCode,
                        businessCode.getBytes(),
                        ZooDefs.Ids.OPEN_ACL_UNSAFE,
                        CreateMode.PERSISTENT);
            }

            // 创建瞬时有序节点 /order/order_序号
            znode = zooKeeper.create("/" + businessCode + "/" + businessCode + "_",
                    businessCode.getBytes(),
                    ZooDefs.Ids.OPEN_ACL_UNSAFE,
                    CreateMode.EPHEMERAL_SEQUENTIAL);

            // 获取业务节点下所有的子节点
            List<String> childrenNodes = zooKeeper.getChildren("/" + businessCode, false);
            // 子节点排序
            Collections.sort(childrenNodes);
            // 获取序列号最小的（第一个）子节点
            String firstNode = childrenNodes.get(0);
            // 如果创建的节点时第一个子节点，则获得锁
            if (znode.endsWith(firstNode)) {
                return true;
            }

            // 不是第一个子节点，则监听前一个节点
            String lastNode = firstNode;
            for (String node: childrenNodes){
                if (znode.endsWith(node)) {
                    zooKeeper.exists("/" + businessCode + "/" + lastNode, true);
                    break;
                } else {
                    lastNode = node;
                }
            }

            synchronized (this) {
                wait();
            }

            return true;
        }catch (Exception e) {
            e.printStackTrace();
        }

        return false;
    }

    @Override
    public void process(WatchedEvent watchedEvent) {
        if (watchedEvent.getType() == Event.EventType.NodeDeleted) {
            synchronized (this) {
                notify();
            }
        }
    }

    @Override
    public void close() throws Exception {
        zooKeeper.delete(znode, -1);
        zooKeeper.close();
        log.info("锁被释放");
    }
}

5.2、测试代码

package com.example.distributedemo.controller;

import com.example.distributedemo.lock.ZkLock;
import lombok.extern.slf4j.Slf4j;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;

/**
 * @author zhuzhaoman
 * @date 2020/5/2 0002 19:45
 * @description 描述
 */

@RestController
@Slf4j
public class ZookeeperController {

    @RequestMapping("/zkLock")
    public String zookeeperLock() {
        log.info("我进入了方法");
        try(ZkLock zkLock = new ZkLock()) {
            boolean order = zkLock.getLock("order");
            if (order) {
                log.info("获得了锁！");
                Thread.sleep(10000);
            }
        }catch (Exception e){
            e.printStackTrace();
        }

        log.info("方法执行完成！");

        return "方法执行完成！";
    }
}

六、基于curator分布式锁（推荐）

6.1、Application启动类

package com.example.distributedemo;

import org.apache.curator.RetryPolicy;
import org.apache.curator.framework.CuratorFramework;
import org.apache.curator.framework.CuratorFrameworkFactory;
import org.apache.curator.retry.ExponentialBackoffRetry;
import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;
import org.springframework.context.annotation.Bean;
import org.springframework.scheduling.annotation.EnableScheduling;
import tk.mybatis.spring.annotation.MapperScan;

@SpringBootApplication
public class DistributeDemoApplication {

    public static void main(String[] args) {
        SpringApplication.run(DistributeDemoApplication.class, args);
    }

    @Bean(initMethod = "start", destroyMethod = "close")
    public CuratorFramework getCuratorFramework() {
        RetryPolicy retryPolicy = new ExponentialBackoffRetry(30000, 3);
        CuratorFramework curatorFramework = CuratorFrameworkFactory.newClient("49.232.26.207:2181", retryPolicy);
        return curatorFramework;
    }

}

6.2、测试代码

package com.example.distributedemo.controller;

import com.example.distributedemo.lock.ZkLock;
import lombok.extern.slf4j.Slf4j;
import org.apache.curator.RetryPolicy;
import org.apache.curator.framework.CuratorFramework;
import org.apache.curator.framework.CuratorFrameworkFactory;
import org.apache.curator.framework.recipes.locks.InterProcessMutex;
import org.apache.curator.retry.ExponentialBackoffRetry;
import org.checkerframework.checker.units.qual.A;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;
import java.util.concurrent.TimeUnit;

/**
 * @author zhuzhaoman
 * @date 2020/5/2 0002 19:45
 * @description 描述
 */

@RestController
@Slf4j
public class ZookeeperController {

    @Autowired
    private CuratorFramework curatorFramework;

    @RequestMapping("/curatorLock")
    public String curatorLock() throws Exception {
        log.info("我进入了方法");

        InterProcessMutex lock = new InterProcessMutex(curatorFramework, "/order");
        try {
            if (lock.acquire(30, TimeUnit.SECONDS)) {
                log.info("我获得了锁！");
                Thread.sleep(10000);
            }
        } catch (Exception e) {
            e.printStackTrace();
        } finally {
            log.info("释放了锁");
            lock.release();
        }

        log.info("方法执行完成！");

        return "方法执行完成！";
    }
}

七、基于redisson分布式锁（推荐）

7.1、测试代码

package com.example.distributedemo.controller;

import lombok.extern.slf4j.Slf4j;
import org.redisson.Redisson;
import org.redisson.api.RLock;
import org.redisson.api.RedissonClient;
import org.redisson.config.Config;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;
import java.util.concurrent.TimeUnit;

/**
 * @author zhuzhaoman
 * @date 2020/5/2 0002 16:53
 * @description 描述
 */

@RestController
@Slf4j
public class RedissonLockController {

    @RequestMapping("/redissonLock")
    public String redissonLock() throws InterruptedException {

        Config config = new Config();
        config.useSingleServer().setAddress("redis://49.232.26.207:6379");
        RedissonClient redissonClient = Redisson.create(config);

        RLock rLock = redissonClient.getLock("order");
        log.info("我进入了方法");

        rLock.lock(30, TimeUnit.SECONDS);
        log.info("获得了锁");
        Thread.sleep(15000);
        log.info("释放了锁");
        rLock.unlock();
        log.info("方法执行完成");

        return "方法执行完成";
    }
}

八、springboot引入redisson（推荐）

8.1、配置文件

spring.datasource.username=root
spring.datasource.password=1999114zzm
spring.datasource.url=jdbc:mysql://localhost:3306/fen_bu_shi_suo?serverTimezone=Asia/Shanghai&useSSL=false


mybatis.mapper-locations=/mapper/*.xml
logging.pattern.dateformat=HH:mm:ss

spring.redis.host=49.232.26.207
spring.redis.port=6379

8.2、测试文件

package com.example.distributedemo.controller;

import lombok.extern.slf4j.Slf4j;
import org.checkerframework.checker.units.qual.A;
import org.redisson.Redisson;
import org.redisson.api.RLock;
import org.redisson.api.RedissonClient;
import org.redisson.config.Config;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;

import java.util.concurrent.TimeUnit;

/**
 * @author zhuzhaoman
 * @date 2020/5/2 0002 16:53
 * @description 描述
 */

@RestController
@Slf4j
public class RedissonLockController {

    @Autowired
    private RedissonClient redissonClient;

    @RequestMapping("/redissonLock")
    public String redissonLock() throws InterruptedException {

        RLock rLock = redissonClient.getLock("order");
        log.info("我进入了方法");

        rLock.lock(30, TimeUnit.SECONDS);
        log.info("获得了锁");
        Thread.sleep(15000);
        log.info("释放了锁");
        rLock.unlock();
        log.info("方法执行完成");

        return "方法执行完成";
    }
}

九、完整的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>
    <parent>
        <groupId>org.springframework.boot</groupId>
        <artifactId>spring-boot-starter-parent</artifactId>
        <version>2.1.7.RELEASE</version>
        <relativePath/> <!-- lookup parent from repository -->
    </parent>
    <groupId>com.example</groupId>
    <artifactId>distribute-demo</artifactId>
    <version>0.0.1-SNAPSHOT</version>
    <name>distribute-demo</name>
    <description>Demo project for Spring Boot</description>

    <properties>
        <java.version>1.8</java.version>
    </properties>

    <dependencies>

        <dependency>
            <groupId>org.redisson</groupId>
            <artifactId>redisson</artifactId>
            <version>3.11.2</version>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-data-redis</artifactId>
        </dependency>
        <dependency>
            <groupId>org.apache.zookeeper</groupId>
            <artifactId>zookeeper</artifactId>
            <version>3.6.0</version>
        </dependency>
        <dependency>
            <groupId>org.apache.curator</groupId>
            <artifactId>curator-recipes</artifactId>
            <version>4.2.0</version>
        </dependency>
        <dependency>
            <groupId>org.redisson</groupId>
            <artifactId>redisson-spring-boot-starter</artifactId>
            <version>3.11.2</version>
        </dependency>

        <!-- mybatis -->
        <dependency>
            <groupId>org.mybatis.spring.boot</groupId>
            <artifactId>mybatis-spring-boot-starter</artifactId>
            <version>2.1.0</version>
        </dependency>
        <dependency>
            <groupId>org.mybatis.generator</groupId>
            <artifactId>mybatis-generator-core</artifactId>
            <version>1.3.3</version>
        </dependency>
        <dependency>
            <groupId>tk.mybatis</groupId>
            <artifactId>mapper</artifactId>
            <version>4.1.5</version>
        </dependency>

        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
            <optional>true</optional>
        </dependency>
        <dependency>
            <groupId>mysql</groupId>
            <artifactId>mysql-connector-java</artifactId>
            <version>8.0.11</version>
        </dependency>
        <dependency>
            <groupId>org.mybatis.spring.boot</groupId>
            <artifactId>mybatis-spring-boot-starter</artifactId>
            <version>2.1.0</version>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-test</artifactId>
            <scope>test</scope>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>
    </dependencies>

    <build>
        <plugins>
            <plugin>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-maven-plugin</artifactId>
            </plugin>
            <plugin>
                <groupId>org.mybatis.generator</groupId>
                <artifactId>mybatis-generator-maven-plugin</artifactId>
                <version>1.3.7</version>
                <dependencies>
                    <dependency>
                        <groupId>mysql</groupId>
                        <artifactId>mysql-connector-java</artifactId>
                        <version>8.0.17</version>
                    </dependency>
                </dependencies>
            </plugin>
        </plugins>
    </build>

</project>