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Spring Boot项目利用Redis实现集中式缓存

2017-06-12 01:55 816 查看

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



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_db
spring.datasource.username=root
spring.datasource.password=password
spring.datasource.driver-class-name=com.mysql.jdbc.Driver
spring.jpa.hibernate.ddl-auto=update
spring.jpa.properties.hibernate.show_sql=true

# Redis配置
spring.session.store-type=redis
spring.redis.database=0
spring.redis.host=localhost
spring.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

@Entity
public 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

@SpringBootApplication
public 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
@EnableCaching
public 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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