springboot 缓存 springboot的缓存技术的实现

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springboot 缓存 springboot的缓存技术的实现

双斜杠少年   2021-03-31 我要评论

引子

我门知道一个程序的瓶颈在于数据库,我门也知道内存的速度是大大快于硬盘的速度的。当我门需要重复的获取相同的数据的时候,我门一次又一次的请求数据库或者远程服务,导致大量的时间耗费在数据库查询或者远程方法的调用上,导致程序性能的恶化,这更是数据缓存要解决的问题。

spring 缓存支持

spring定义了 org.springframework.cache.CacheManager和org.springframework.cache.Cache接口来统一不同的缓存技术。其中,CacheManager是Spring提供的各种缓存技术抽象接口,Cache接口包含了缓存的各种操作(增加、删除获得缓存,我门一般不会直接和此接口打交道)

spring 支持的CacheManager

针对不同的缓存技术,需要实现不同的CacheManager ,spring 定义了如下表的CacheManager实现。

实现任意一种CacheManager 的时候,需要注册实现CacheManager的bean,当然每种缓存技术都有很多额外的配置,但配置CacheManager 是必不可少的。

声明式缓存注解

spring提供了4个注解来声明缓存规则(又是使用注解式的AOP的一个生动例子),如表。

开启声明式缓存

开启声明式缓存支持非常简单,只需要在配置类上使用@EnabelCaching 注解即可。

springBoot 的支持

在spring中国年使用缓存技术的关键是配置CacheManager 而springbok 为我门自动配置了多个CacheManager的实现。在spring boot 环境下,使用缓存技术只需要在项目中导入相关缓存技术的依赖包,并配置类使用@EnabelCaching开启缓存支持即可。

小例子

小例子是使用 springboot+jpa +cache 实现的。

实例步骤目录

  1. 创建maven项目
  2. 数据库配置
  3. jpa配置和cache配置
  4. 编写bean 和dao层
  5. 编写service层
  6. 编写controller
  7. 启动cache
  8. 测试校验

1.创建maven项目

新建maven 项目pom.xml文件如下内容如下:

<?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.us</groupId>
 <artifactId>springboot-Cache</artifactId>
 <version>1.0-SNAPSHOT</version>
 <parent>
  <groupId>org.springframework.boot</groupId>
  <artifactId>spring-boot-starter-parent</artifactId>
  <version>1.3.0.RELEASE</version>
 </parent>

 <properties>
  <start-class>com.us.Application</start-class>

  <maven.compiler.target>1.8</maven.compiler.target>
  <maven.compiler.source>1.8</maven.compiler.source>
 </properties>

 <!-- Add typical dependencies for a web application -->
 <dependencies>
  <dependency>
   <groupId>org.springframework.boot</groupId>
   <artifactId>spring-boot-starter-cache</artifactId>
  </dependency>
  <dependency>
   <groupId>org.springframework.boot</groupId>
   <artifactId>spring-boot-starter-data-jpa</artifactId>
  </dependency>
  <dependency>
   <groupId>org.springframework.boot</groupId>
   <artifactId>spring-boot-starter-web</artifactId>
  </dependency>

  <dependency>
   <groupId>net.sf.ehcache</groupId>
   <artifactId>ehcache</artifactId>
  </dependency>

  <!--db-->

  <dependency>
   <groupId>mysql</groupId>
   <artifactId>mysql-connector-java</artifactId>
   <version>6.0.5</version>
  </dependency>
  <dependency>
   <groupId>com.mchange</groupId>
   <artifactId>c3p0</artifactId>
   <version>0.9.5.2</version>
   <exclusions>
    <exclusion>
     <groupId>commons-logging</groupId>
     <artifactId>commons-logging</artifactId>
    </exclusion>
   </exclusions>
  </dependency>

 </dependencies>

</project>

2.数据库配置

在src/main/esouces目录下新建application.properties 文件,内容为数据库连接信息,如下:

application.properties

ms.db.driverClassName=com.mysql.jdbc.Driver
ms.db.url=jdbc:mysql://localhost:3306/cache?prepStmtCacheSize=517&cachePrepStmts=true&autoReconnect=true&useUnicode=true&characterEncoding=utf-8&useSSL=false&allowMultiQueries=true
ms.db.username=root
ms.db.password=xxxxxx
ms.db.maxActive=500

新建DBConfig.java 配置文件,配置数据源

package com.us.example.config;
/**
 * Created by yangyibo on 17/1/13.
 */
import java.beans.PropertyVetoException;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.core.env.Environment;
import com.mchange.v2.c3p0.ComboPooledDataSource;
@Configuration
public class DBConfig {
 @Autowired
 private Environment env;

 @Bean(name="dataSource")
 public ComboPooledDataSource dataSource() throws PropertyVetoException {
  ComboPooledDataSource dataSource = new ComboPooledDataSource();
  dataSource.setDriverClass(env.getProperty("ms.db.driverClassName"));
  dataSource.setJdbcUrl(env.getProperty("ms.db.url"));
  dataSource.setUser(env.getProperty("ms.db.username"));
  dataSource.setPassword(env.getProperty("ms.db.password"));
  dataSource.setMaxPoolSize(20);
  dataSource.setMinPoolSize(5);
  dataSource.setInitialPoolSize(10);
  dataSource.setMaxIdleTime(300);
  dataSource.setAcquireIncrement(5);
  dataSource.setIdleConnectionTestPeriod(60);

  return dataSource;
 }
}

数据库设计,数据库只有一张Person表,设计如下:

3.jpa配置

spring-data- jpa 配置文件如下:

package com.us.example.config;
import java.util.HashMap;
import java.util.Map;
import javax.persistence.EntityManagerFactory;
import javax.sql.DataSource;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.ComponentScan;
import org.springframework.context.annotation.Configuration;
import org.springframework.data.jpa.repository.config.EnableJpaRepositories;
import org.springframework.orm.jpa.JpaTransactionManager;
import org.springframework.orm.jpa.LocalContainerEntityManagerFactoryBean;
import org.springframework.orm.jpa.vendor.HibernateJpaVendorAdapter;
import org.springframework.transaction.PlatformTransactionManager;
import org.springframework.transaction.annotation.EnableTransactionManagement;
/**
 * Created by yangyibo on 17/1/13.
 */
@Configuration
@EnableJpaRepositories("com.us.example.dao")
@EnableTransactionManagement
@ComponentScan
public class JpaConfig {
 @Autowired
 private DataSource dataSource;

 @Bean
 public EntityManagerFactory entityManagerFactory() {
  HibernateJpaVendorAdapter vendorAdapter = new HibernateJpaVendorAdapter();

  LocalContainerEntityManagerFactoryBean factory = new LocalContainerEntityManagerFactoryBean();
  factory.setJpaVendorAdapter(vendorAdapter);
  factory.setPackagesToScan("com.us.example.bean");
  factory.setDataSource(dataSource);

  Map<String, Object> jpaProperties = new HashMap<>();
  jpaProperties.put("hibernate.ejb.naming_strategy","org.hibernate.cfg.ImprovedNamingStrategy");
  jpaProperties.put("hibernate.jdbc.batch_size",50);
  factory.setJpaPropertyMap(jpaProperties);
  factory.afterPropertiesSet();
  return factory.getObject();
 }

 @Bean
 public PlatformTransactionManager transactionManager() {
  JpaTransactionManager txManager = new JpaTransactionManager();
  txManager.setEntityManagerFactory(entityManagerFactory());
  return txManager;
 }
}

4.编写bean 和dao层

实体类 Person.java

package com.us.example.bean;
import javax.persistence.Entity;
import javax.persistence.GeneratedValue;
import javax.persistence.Id;
import javax.persistence.Table;
/**
 * Created by yangyibo on 17/1/13.
 */
@Entity
@Table(name = "Person")
public class Person {
 @Id
 @GeneratedValue
 private Long id;

 private String name;

 private Integer age;

 private String address;

 public Person() {
  super();
 }
 public Person(Long id, String name, Integer age, String address) {
  super();
  this.id = id;
  this.name = name;
  this.age = age;
  this.address = address;
 }
 public Long getId() {
  return id;
 }
 public void setId(Long id) {
  this.id = id;
 }
 public String getName() {
  return name;
 }
 public void setName(String name) {
  this.name = name;
 }
 public Integer getAge() {
  return age;
 }
 public void setAge(Integer age) {
  this.age = age;
 }
 public String getAddress() {
  return address;
 }
 public void setAddress(String address) {
  this.address = address;
 }
}

dao层,PersonRepository.java

package com.us.example.dao;
import com.us.example.bean.Person;
import org.springframework.data.jpa.repository.JpaRepository;

/**
 * Created by yangyibo on 17/1/13.
 */
public interface PersonRepository extends JpaRepository<Person, Long> {

}

5.编写service层

service 接口

package com.us.example.service;
import com.us.example.bean.Person;

/**
 * Created by yangyibo on 17/1/13.
 */
public interface DemoService {
 public Person save(Person person);
 public void remove(Long id);
 public Person findOne(Person person);

}

实现:(重点,此处加缓存)

package com.us.example.service.Impl;
import com.us.example.bean.Person;
import com.us.example.dao.PersonRepository;
import com.us.example.service.DemoService;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.cache.annotation.CacheEvict;
import org.springframework.cache.annotation.CachePut;
import org.springframework.cache.annotation.Cacheable;
import org.springframework.stereotype.Service;
/**
 * Created by yangyibo on 17/1/13.
 */
@Service
public class DemoServiceImpl implements DemoService {
 @Autowired
 private PersonRepository personRepository;
 @Override
 //@CachePut缓存新增的或更新的数据到缓存,其中缓存名字是 people 。数据的key是person的id
 @CachePut(value = "people", key = "#person.id")
 public Person save(Person person) {
  Person p = personRepository.save(person);
  System.out.println("为id、key为:"+p.getId()+"数据做了缓存");
  return p;
 }

 @Override
 //@CacheEvict 从缓存people中删除key为id 的数据
 @CacheEvict(value = "people")
 public void remove(Long id) {
  System.out.println("删除了id、key为"+id+"的数据缓存");
  //这里不做实际删除操作
 }

 @Override
 //@Cacheable缓存key为person 的id 数据到缓存people 中,如果没有指定key则方法参数作为key保存到缓存中。
 @Cacheable(value = "people", key = "#person.id")
 public Person findOne(Person person) {
  Person p = personRepository.findOne(person.getId());
  System.out.println("为id、key为:"+p.getId()+"数据做了缓存");
  return p;
 }
}

6.编写controller

为了测试方便请求方式都用了get

package com.us.example.controller;
import com.us.example.bean.Person;
import com.us.example.service.DemoService;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Controller;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.ResponseBody;
import org.springframework.web.bind.annotation.RestController;
/**
 * Created by yangyibo on 17/1/13.
 */
@RestController
public class CacheController {

 @Autowired
 private DemoService demoService;
 //http://localhost:8080/put?name=abel&age=23&address=shanghai
 @RequestMapping("/put")
 public Person put(Person person){
  return demoService.save(person);

 }

 //http://localhost:8080/able?id=1
 @RequestMapping("/able")
 @ResponseBody
 public Person cacheable(Person person){
  return demoService.findOne(person);

 }

 //http://localhost:8080/evit?id=1
 @RequestMapping("/evit")
 public String evit(Long id){
  demoService.remove(id);
  return "ok";

 }
}

7.启动cache

启动类中要记得开启缓存配置。

package com.us.example;
import org.springframework.boot.autoconfigure.SpringBootApplication;
import org.springframework.cache.annotation.EnableCaching;
import org.springframework.context.ConfigurableApplicationContext;
import org.springframework.context.annotation.ComponentScan;
import static org.springframework.boot.SpringApplication.*;
/**
 * Created by yangyibo on 17/1/13.
 */

@ComponentScan(basePackages ="com.us.example")
@SpringBootApplication
@EnableCaching
public class Application {
 public static void main(String[] args) {
  ConfigurableApplicationContext run = run(Application.class, args);
 }
}

8.测试校验检验able:

启动Application 类,启动后在浏览器输入:http://localhost:8080/able?id=1(首先要在数据库中初始化几条数据。)

控制台输出:

“为id、key为:1数据做了缓存“ 此时已经为此次查询做了缓存,再次查询该条数据将不会出现此条语句,也就是不查询数据库了。

检验put

在浏览器输入:http://localhost:8080/put?name=abel&age=23&address=shanghai(向数据库插入一条数据,并将数据放入缓存。)

此时控制台输出为该条记录做了缓存:

然后再次调用able 方法,查询该条数据,将不再查询数据库,直接从缓存中读取数据。

测试evit

在浏览器输入:http://localhost:8080/evit?id=1(将该条记录从缓存中清楚,清除后,在次访问该条记录,将会重新将该记录放入缓存。)

控制台输出:

切换缓存

1.切换为EhCache作为缓存

pom.xml 文件中添加依赖

<dependency>
   <groupId>net.sf.ehcache</groupId>
   <artifactId>ehcache</artifactId>
  </dependency>

在resource 文件夹下新建ehcache的配置文件ehcache.xml 内容如下,此文件spring boot 会自动扫描

<?xml version="1.0" encoding="UTF-8"?>
<ehcache>
 <!--切换为ehcache 缓存时使用-->
<cache name="people" maxElementsInMemory="1000" />
</ehcache>

2.切换为Guava作为缓存

只需要在pom中添加依赖

 <dependency>
   <groupId>com.google.guava</groupId>
   <artifactId>guava</artifactId>
   <version>18.0</version>
  </dependency>

3.切换为redis作为缓存

请看下篇博客

本文参考:《JavaEE开发的颠覆者:Spring Boot实战 》

本文源代码:https://github.com/527515025/springBoot.git

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