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Redis｜Springboot集成Redis

news 2025/3/9 6:18:17

文章目录

- 总体概述
- 本地Java连接Redis常见问题
- 集成Jedis
- 集成lettuce
- 集成RedisTemplate——推荐使用
- - 连接单机
  - 连接集群

总体概述

jedis-lettuce-RedisTemplate三者的联系
- jedis第一代
- lettuce承上启下
- redistemplate着重使用

本地Java连接Redis常见问题

bind配置请注释掉
保护模式设置为no
Linux系统的防火墙设置
Redis服务器的IP地址和密码是否正确
忘记写访问redis的服务端口号和auth密码

集成Jedis

是什么：Jedis Client是Redis官网推荐的一个面向Java客户端，库文件实现了对各类API进行封装调用
步骤
1. 建Module
2. 改POM.xml
3. 写application.yaml
4. 主启动
5. 业务类

<?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 https://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>2.7.11</version><relativePath/> <!-- lookup parent from repository --></parent><groupId>com.luojia</groupId><artifactId>redis7_study</artifactId><version>0.0.1-SNAPSHOT</version><name>redis7_study</name><description>Demo project for Spring Boot</description><properties><project.build.sourceEncoding>UTF-8</project.build.sourceEncoding><maven.compiler.source>1.8</maven.compiler.source><maven.compiler.target>1.8</maven.compiler.target><junit.version>4.12</junit.version><log4j.version>1.2.17</log4j.version><lombok.version>1.16.18</lombok.version></properties><dependencies><!--SpringBoot 通用依赖模块--><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-web</artifactId></dependency><!-- jedis --><dependency><groupId>redis.clients</groupId><artifactId>jedis</artifactId><version>4.3.1</version></dependency><!-- 通用基础配置 --><dependency><groupId>junit</groupId><artifactId>junit</artifactId><version>${junit.version}</version></dependency><dependency><groupId>log4j</groupId><artifactId>log4j</artifactId><version>${log4j.version}</version></dependency><dependency><groupId>org.projectlombok</groupId><artifactId>lombok</artifactId><version>${lombok.version}</version></dependency><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-test</artifactId><scope>test</scope></dependency></dependencies><build><plugins><plugin><groupId>org.springframework.boot</groupId><artifactId>spring-boot-maven-plugin</artifactId></plugin></plugins></build>
</project>

server.port=7777
spring.application.name=redis7_study

在这里插入图片描述

集成lettuce

是什么：Lettuce是一个Redis的Java驱动包，Lettuce翻译为生菜，就是吃的那种生菜
lettuce VS Jedis
改POM
业务类

集成RedisTemplate——推荐使用

连接单机

boot整合Redis基础演示
建module：redis7_study
改pom

<!-- SpringBoot 与Redis整合依赖 --><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-data-redis</artifactId></dependency><dependency><groupId>org.apache.commons</groupId><artifactId>commons-pool2</artifactId></dependency><!-- swagger2 --><dependency><groupId>io.springfox</groupId><artifactId>springfox-swagger2</artifactId><version>2.9.2</version></dependency><dependency><groupId>io.springfox</groupId><artifactId>springfox-swagger-ui</artifactId><version>2.9.2</version></dependency>

写YML

server.port=7777spring.application.name=redis7_study# ===========================logging===========================
logging.level.root=info
logging.1evel.com.luojia.redis7_study.redis7=info
1ogging.pattern.console=%d{yyyy-MM-dd HH:m:ss.SSS} [%thread] %-5level %1ogger- %msg%n1ogging.file.name=F:\workspace\数据结构和算法\Learning-in-practice\Redis\redis7-study
1ogging.pattern.fi1e=%d{yyyy-MM-dd HH:mm:ss.SSS} [%thread] %-5level %logger- %msg%n# ===========================swagge===========================
spring.swagger2.enabled=true
#在springboot2.6.X结合swagger2.9.X会提示documentationPluginsBootstrapper空指针异常，
#原因是在springboot2.6.X中将SpringMVC默认路径匹配策略MAntPathMatcher更改为athPatternParser,
#导致出错，解决办法是matching-strategy 切换回之前ant_path_matcher
spring.mvc.pathmatch.matching-strategy=ant_path_matcher# ===========================redis单机===========================
spring.redis.database=0
#修改为自己真实IP
spring.redis.host=127.0.0.1
spring.redis.port=6379
spring.redis.password=123456
spring.redis.lettuce.pool.max-active=8
spring.redis.1ettuce.pool.max-wait=-1ms
spring.redis.1ettuce.pool.max-idle=8
spring.redis.lettuce.pool.min-idle=0

主启动
业务类-配置类

// RedisConfig
package com.luojia.redis7_study.config;import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.data.redis.connection.lettuce.LettuceConnectionFactory;
import org.springframework.data.redis.core.RedisTemplate;
import org.springframework.data.redis.serializer.GenericJackson2JsonRedisSerializer;
import org.springframework.data.redis.serializer.StringRedisSerializer;@Configuration
public class RedisConfig {/*** *redis序列化的工具定置类，下面这个请一定开启配置* *127.0.0.1:6379> keys ** *1) “ord:102” 序列化过* *2)“\xaclxedlxeelx05tixeelaord:102” 野生，没有序列化过* *this.redisTemplate.opsForValue(); //提供了操作string类型的所有方法* *this.redisTemplate.opsForList();// 提供了操作List类型的所有方法* *this.redisTemplate.opsForset(); //提供了操作set类型的所有方法* *this.redisTemplate.opsForHash(); //提供了操作hash类型的所有方认* *this.redisTemplate.opsForZSet(); //提供了操作zset类型的所有方法* param LettuceConnectionFactory* return*/@Beanpublic RedisTemplate<String, Object> redisTemplate(LettuceConnectionFactory lettuceConnectionFactory) {RedisTemplate<String,Object> redisTemplate = new RedisTemplate<>();redisTemplate.setConnectionFactory(lettuceConnectionFactory);// 设置key序列化方式stringredisTemplate.setKeySerializer(new StringRedisSerializer());// 设置value的序列化方式json，使用GenericJackson2JsonRedisSerializer替换默认序列化redisTemplate.setValueSerializer(new GenericJackson2JsonRedisSerializer());redisTemplate.setHashKeySerializer(new StringRedisSerializer());redisTemplate.setHashValueSerializer(new GenericJackson2JsonRedisSerializer());redisTemplate.afterPropertiesSet();return redisTemplate;}
}

// SwaggerConfig
package com.luojia.redis7_study.config;import org.springframework.beans.factory.annotation.Value;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import springfox.documentation.builders.ApiInfoBuilder;
import springfox.documentation.builders.PathSelectors;
import springfox.documentation.builders.RequestHandlerSelectors;
import springfox.documentation.service.ApiInfo;
import springfox.documentation.spi.DocumentationType;
import springfox.documentation.spring.web.plugins.Docket;
import springfox.documentation.swagger2.annotations.EnableSwagger2;import java.time.LocalDate;
import java.time.format.DateTimeFormatter;@Configuration
@EnableSwagger2
public class SwaggerConfig {@Value("${spring.swagger2.enabled}")private Boolean enabled;@Beanpublic Docket createRestApi() {return new Docket (DocumentationType.SWAGGER_2).apiInfo(apiInfo()).enable(enabled).select().apis(RequestHandlerSelectors.basePackage("com.luojia.redis7_study.config")) //你自己的package.paths (PathSelectors.any()).build();}public ApiInfo apiInfo() {return new ApiInfoBuilder().title("springboot利用swagger2构建api接口文档 "+"\t"+ DateTimeFormatter.ofPattern("yyyy-MM-dd").format(LocalDate.now())).description( "springboot+redis整合" ).version("1.0").termsOfServiceUrl("https://github.com/Romantic-Lei").build();}}

业务类-service

package com.luojia.redis7_study.service;import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.redis.core.RedisTemplate;
import org.springframework.stereotype.Service;import java.util.UUID;
import java.util.concurrent.ThreadLocalRandom;@Service
@Slf4j
public class OrderService {@Autowiredprivate RedisTemplate redisTemplate;public static final String ORDER_KEY="ord:";public void addOrder() {int keyId = ThreadLocalRandom.current().nextInt(1000) + 1;String serialNo = UUID.randomUUID().toString();String key = ORDER_KEY+keyId;String value = "JD" + serialNo;redisTemplate.opsForValue().set(key, value);log.info("***key:{}", key);log.info("***value:{}", value);}public String getOrderById(Integer keyId) {return (String)redisTemplate.opsForValue().get(ORDER_KEY+keyId);}
}

业务类-controller

package com.luojia.redis7_study.controller;import com.luojia.redis7_study.service.OrderService;
import io.swagger.annotations.Api;
import io.swagger.annotations.ApiOperation;
import io.swagger.models.auth.In;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RestController;@RestController
@Slf4j
@Api(tags="订单接口")
public class OrderController {@Autowiredprivate OrderService orderService;@ApiOperation("新增订单")@PostMapping("/order/add")public void addOrder() {orderService.addOrder();}@ApiOperation("根据keyId查询订单")@GetMapping("/order/query")public String queryOrder(Integer keyId) {return orderService.getOrderById(keyId);}}

测试
- 项目启动，连接swagger：http://localhost:7777/swagger-ui.html
- 序列化问题
- 为什么会这样？RedisTemplate使用的是JDK序列化方式（默认）惹的祸

连接集群

启动Redis集群6台实例
第一次改写YML

# ===========================redis集群===========================
spring.redis.password=111111
# 获取失败 最大重定向次数
spring.redis.cluster.max-redirects=3
spring.redis.lettuce.pool.max-active=8
spring.redis.1ettuce.pool.max-wait=-1ms
spring.redis.1ettuce.pool.max-idle=8
spring.redis.lettuce.pool.min-idle=0
spring.redis.cluster.nodes=192.168.111.175:6381,192.168.111.175:6382,192.168.111.176:6383,192.168.111.176:6384

直接通过微服务访问Redis集群：一切正常（http://localhost:7777/swagger-ui.html）
问题来了：
1. 人为模拟，master-6381机器意外宕机，手动shutdown
2. 先对redis集群用命令的方式，手动验证各种读写命令，看看6384是否上位
3. Redis Cluster集群能自动感知并自动完成主备切换，对应的slave6384会被选举为新的master节点
4. 通过redis客户端连接6384可以正常进行读写操作
5. 微服务客户端再次读写访问试试
  - 故障现象
    - SpringBoot客户端没有动态感知RedisCluster的最新集群信息
    - 经典故障-故障演练：Redis Cluster集群部署采用了3主3从拓扑结构，数据读写访问master节点，slave节点负责备份。当master宕机主从切换成功，redis手动OK，but 2个经典故障
  - 导致原因：SpringBoot 2.X版本，Redis默认的连接池采用Lettuce，当Redis集群节点发生变化后，Letture默认是不会刷新节点拓扑
  - 解决方案
    1. 排除lettuce采用Jedis（不推荐）
    2. 修改源码，重写连接工厂实例（极度不推荐）
    3. 刷新节点集群拓扑动态感应
      - 解决方法：
        调用 RedisClusterClient.reloadPartitions
        后台基于时间间隔的周期刷新
        后台基于持续的断开和移动、重定向的自适应更新
  - 第二次改写YML