Spring Boot项目利用Redis实现集中式缓存

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在高并发请求的web服务架构中,随着数据量的提升,缓存机制为绝大多数的后台开发所使用。这篇文章主要介绍如何在Spring Boot项目中为Entity添加利用Redis实现的集中式缓存。

1. 利用Spring Initializr来新建一个spring boot项目

这里写图片描述

2. 在pom.xml中添加redis、mysql和cache等相关依赖。一般情况下,缓存一般是在大规模数据库存储下所需要的

<dependency>    <groupId>org.springframework.boot</groupId>    <artifactId>spring-boot-starter-data-jpa</artifactId></dependency><dependency>    <groupId>org.springframework.boot</groupId>    <artifactId>spring-boot-starter-cache</artifactId></dependency><dependency>    <groupId>org.springframework.boot</groupId>    <artifactId>spring-boot-starter-data-redis</artifactId>    <version>1.5.2.RELEASE</version></dependency><dependency>    <groupId>mysql</groupId>    <artifactId>mysql-connector-java</artifactId></dependency>

3. 在application.properties中添加mysql、redis等数据库相关配置。这里我设置显示了每次hibernate读写数据库时所执行的sql语句,用于查看数据库的读取情况

# JPA配置spring.datasource.url=jdbc:mysql://localhost:3306/your_dbspring.datasource.username=rootspring.datasource.password=passwordspring.datasource.driver-class-name=com.mysql.jdbc.Driverspring.jpa.hibernate.ddl-auto=updatespring.jpa.properties.hibernate.show_sql=true# Redis配置spring.session.store-type=redisspring.redis.database=0spring.redis.host=localhostspring.redis.port=6379

4. 编写一个简单的Entity来存储示例数据。注意,为了使数据能够作为缓存存储在redis中,一定要将这个实体类实现Serializable接口

@Entitypublic class User implements Serializable {    @Id    @GeneratedValue    private long id;    @Column(nullable = false)    private String name;    @Column(nullable = false)    private int age;    public User() {}    public User(String name, int age) {        this.name = name;        this.age = age;    }    public long getId() {        return id;    }    public void setId(long id) {        this.id = id;    }    public String getName() {        return name;    }    public void setName(String username) {        this.name = username;    }    public int getAge() {        return age;    }    public void setAge(int age) {        this.age = age;    }}

5. 先不设置User对象的获取是利用了缓存机制,则JPA代码则如下所示

public interface UserRepository extends JpaRepository<User, Long> {    User findByName(String name);}

6. 编写主函数代码。这里先存储一个User实例对象,然后读取两次这个对象,并查看log

@SpringBootApplicationpublic class DemoApplication {    private Logger logger = LoggerFactory.getLogger(this.getClass());    public static void main(String[] args) {        SpringApplication.run(DemoApplication.class, args);    }    @Bean    public CommandLineRunner init(UserRepository userRepository) {        return args -> {            userRepository.save(new User("zhtian", 21));            logger.info("第一次读取: " + userRepository.findByName("zhtian").getAge());            logger.info("第二次读取: " + userRepository.findByName("zhtian").getAge());        };    }}

运行代码后可以看到log显示了三次sql语句的使用,一次存入数据库,两次读取数据库

Hibernate: insert into user (age, name) values (?, ?)
2017-06-12 01:44:35.591 INFO 9640 — [ main] o.h.h.i.QueryTranslatorFactoryInitiator : HHH000397: Using ASTQueryTranslatorFactory
Hibernate: select user0_.id as id1_0_, user0_.age as age2_0_, user0_.name as name3_0_ from user user0_ where user0_.name=?
2017-06-12 01:44:35.706 INFO 9640 — [ main] ication$$EnhancerBySpringCGLIB$$8a74524d : 第一次读取: 21
Hibernate: select user0_.id as id1_0_, user0_.age as age2_0_, user0_.name as name3_0_ from user user0_ where user0_.name=?
2017-06-12 01:44:35.706 INFO 9640 — [ main] ication$$EnhancerBySpringCGLIB$$8a74524d : 第二次读取: 21

6. 在项目中加入缓存的配置

  • 首先在Application中加入缓存配置注解,表示spring boot可以自动地检测生成是否有可用的缓存配置,这里是根据依赖判断可以使用redis作为缓存的数据驱动
@SpringBootApplication@EnableCachingpublic class DemoApplication {    private Logger logger = LoggerFactory.getLogger(this.getClass());    public static void main(String[] args) {        SpringApplication.run(DemoApplication.class, args);    }    @Bean    public CommandLineRunner init(UserRepository userRepository) {        return args -> {            userRepository.save(new User("zhtian", 21));            logger.info("第一次读取: " + userRepository.findByName("zhtian").getAge());            logger.info("第二次读取: " + userRepository.findByName("zhtian").getAge());        };    }}
  • 然后在JPA代码代码中添加缓存配置注解。这里
@CacheConfig(cacheNames = "users")public interface UserRepository extends JpaRepository<User, Long> {    @Cacheable    User findByName(String name);}
  • 再一次运行代码,观察到log中只有两次sql语句的使用,一次存入,一次读取,表明第二次读取数据是从缓存中获得的而不是从数据库中获得的

    Hibernate: insert into user (age, name) values (?, ?)
    2017-06-12 01:52:41.468 INFO 10680 — [ main] o.h.h.i.QueryTranslatorFactoryInitiator : HHH000397: Using ASTQueryTranslatorFactory
    Hibernate: select user0_.id as id1_0_, user0_.age as age2_0_, user0_.name as name3_0_ from user user0_ where user0_.name=?
    2017-06-12 01:52:41.589 INFO 10680 — [ main] ication$$EnhancerBySpringCGLIB$$1dda78b5 : 第一次读取: 21
    2017-06-12 01:52:41.589 INFO 10680 — [ main] ication$$EnhancerBySpringCGLIB$$1dda78b5 : 第二次读取: 21

  • 利用redis客户端查看缓存存储情况

    127.0.0.1:6379> keys *
    1) “users:\xac\xed\x00\x05t\x00\x06zhtian”

如此,表明成功地在Spring Boot项目中添加缓存机制

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