SSM+Ehcache+Redis实现一二级缓存，并且实现模糊删除缓存

左手的ㄟ右手 2022-05-24 03:07 189阅读 0赞

最近在做一个项目，要加上缓存。于是上网百度实现了一个二级缓存的例子：

首先是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>
    	<groupId>WE</groupId>
    	<artifactId>WE</artifactId>
    	<version>1.0.0-SNAPSHOT</version>
    	<packaging>war</packaging>
    	<name>WE</name>
    	
    	<properties>
    		<springmvc-version>4.3.0.RELEASE</springmvc-version>
    	</properties>
    	
    	<dependencies>
    		
    		<dependency>
    			<groupId>junit</groupId>
    			<artifactId>junit</artifactId>
    			<version>4.12</version>
    		</dependency>
    		<dependency>
    			<groupId>javax.servlet</groupId>
    			<artifactId>jstl</artifactId>
    			<version>1.2</version>
    		</dependency>
    		<dependency>
    			<groupId>javax.servlet</groupId>
    			<artifactId>javax.servlet-api</artifactId>
    			<version>3.0.1</version>
    			<scope>provided</scope>
    		</dependency>
    		
    		<dependency>
    			<groupId>aopalliance</groupId>
    			<artifactId>aopalliance</artifactId>
    			<version>1.0</version>
    		</dependency>
    		<dependency>
    			<groupId>commons-logging</groupId>
    			<artifactId>commons-logging</artifactId>
    			<version>1.2</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-aop</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-aspects</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-beans</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-context</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-context-support</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-core</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-expression</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-instrument</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-instrument-tomcat</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-jdbc</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-jms</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-messaging</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-orm</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-oxm</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-test</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-tx</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-web</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-websocket</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-webmvc</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		<dependency>
    			<groupId>org.springframework</groupId>
    			<artifactId>spring-webmvc-portlet</artifactId>
    			<version>${springmvc-version}</version>
    		</dependency>
    		
    
    		
    
    		
    		<dependency>
    			<groupId>org.mybatis</groupId>
    			<artifactId>mybatis</artifactId>
    			<version>3.3.0</version>
    		</dependency>
    		
    		<dependency>
    			<groupId>org.mybatis</groupId>
    			<artifactId>mybatis-spring</artifactId>
    			<version>1.2.2</version>
    		</dependency>
    		<dependency>
    			<groupId>mysql</groupId>
    			<artifactId>mysql-connector-java</artifactId>
    			<version>5.1.8</version>
    		</dependency>
    		<dependency>
    			<groupId>com.alibaba</groupId>
    			<artifactId>druid</artifactId>
    			<version>1.0.7</version>
    		</dependency>
    		<dependency>
    			<groupId>redis.clients</groupId>
    			<artifactId>jedis</artifactId>
    			<version>2.7.3</version>
    			<type>jar</type>
    			<scope>compile</scope>
    		</dependency>
    		
    		<dependency>
    			<groupId>org.springframework.data</groupId>
    			<artifactId>spring-data-redis</artifactId>
    			<version>1.6.0.RELEASE</version>
    		</dependency>
    		
    		<dependency>
    			<groupId>org.sitemesh</groupId>
    			<artifactId>sitemesh</artifactId>
    			<version>3.0.0</version>
    		</dependency>
    		
    		<dependency>
    			<groupId>com.github.pagehelper</groupId>
    			<artifactId>pagehelper</artifactId>
    			<version>5.0.0</version>
    		</dependency>
    		
    		<dependency>
    			<groupId>log4j</groupId>
    			<artifactId>log4j</artifactId>
    			<version>1.2.17</version>
    		</dependency>
    		<dependency>
    			<groupId>org.slf4j</groupId>
    			<artifactId>slf4j-simple</artifactId>
    			<version>1.7.25</version>
    		</dependency>
    		
    		<dependency>
    			<groupId>commons-lang</groupId>
    			<artifactId>commons-lang</artifactId>
    			<version>2.6</version>
    		</dependency>
    		
    		<dependency>
    			<groupId>com.alibaba</groupId>
    			<artifactId>fastjson</artifactId>
    			<version>1.2.6</version>
    		</dependency>
    		
    		<dependency>
    			<groupId>org.json</groupId>
    			<artifactId>json</artifactId>
    			<version>20180130</version>
    		</dependency>
    		
    		<dependency>
    			<groupId>org.apache.shiro</groupId>
    			<artifactId>shiro-all</artifactId>
    			<version>1.3.2</version>
    		</dependency>
    		
    		<dependency>
    			<groupId>org.mybatis.generator</groupId>
    			<artifactId>mybatis-generator-core</artifactId>
    			<version>1.3.6</version>
    		</dependency>
    		
    		<dependency>
    			<groupId>net.sf.ehcache</groupId>
    			<artifactId>ehcache</artifactId>
    			<version>2.10.4</version>
    		</dependency>
    		
    		<dependency>
                <groupId>io.netty</groupId>
                <artifactId>netty-all</artifactId>
                <version>5.0.0.Alpha2</version>
            </dependency>
            
            <dependency>
    			<groupId>org.apache.commons</groupId>
    			<artifactId>commons-lang3</artifactId>
    			<version>3.3.2</version>
    		</dependency>
    		
    		<dependency>
        		<groupId>com.github.pagehelper</groupId>
        		<artifactId>pagehelper</artifactId>
        		<version>5.1.2</version>
    		</dependency>
    
    	</dependencies>
    	
    	<build>
    		
    		<finalName>WE</finalName>
    		
    		<plugins>
    			
    			<plugin>
    				<groupId>org.apache.maven.plugins</groupId>
    				<artifactId>maven-compiler-plugin</artifactId>
    				<version>3.1</version>
    				<configuration>
    					<source>
    						1.7</source>
    					<target>1.7</target>
    				</configuration>
    			</plugin>
    
    			
    			<plugin>
    				<groupId>org.apache.tomcat.maven</groupId>
    				<artifactId>tomcat7-maven-plugin</artifactId>
    				<version>2.1</version>
    				<configuration>
    					<path>/</path>
    					<uriEncoding>UTF-8</uriEncoding>
    				</configuration>
    			</plugin>
    		</plugins>
    	</build>
    </project>

如果只是二级缓存的话里面东西会冗余，什么单元测试，druid连接池，sitemesh，pagehelper插件，fastjson，shiro，generator工具，netty等都是可以删掉的。

好，导入了jar包，后面搭ssm框架的过程我就省略了，网上一堆教程。

搭建好之后，大概的框架如下：

![70][]

包名任意取，然后分以下几种的包，

cache——放入自定义缓存类

dao——数据持久层

model——实体类

service and impl——业务逻辑

utils——工具包

web——放入controller控制

至于resource中，mapper、mybatis、properties和shiro文件跟缓存关系不大。spring中新建applicationContext-cache.xml，填写缓存相关配置。

至于其他的配置都是SSM的配置了。

先实现缓存，再实现模糊删除。这里吐槽下，之前百度模糊删除资料很少，反而是自定义一个注解，弄了半天没弄出来，后来发现根本没必要。。。然后感觉自己傻傻的。。。

好了，上代码。

这是redis的缓存类，

package com.xx.cache;//包名自定义
    
    import java.io.ByteArrayInputStream;
    import java.io.ByteArrayOutputStream;
    import java.io.IOException;
    import java.io.ObjectInputStream;
    import java.io.ObjectOutputStream;
    import java.util.Iterator;
    import java.util.Set;
    import java.util.concurrent.Callable;
    
    import org.slf4j.Logger;
    import org.slf4j.LoggerFactory;
    import org.springframework.cache.Cache;
    import org.springframework.cache.support.SimpleValueWrapper;
    import org.springframework.dao.DataAccessException;
    import org.springframework.data.redis.connection.RedisConnection;
    import org.springframework.data.redis.core.RedisCallback;
    import org.springframework.data.redis.core.RedisTemplate;
    
    
    /**
     * Created by 961863530@qq.com on 2018-05-07 09:27:15.
     */
    public class RedisCache implements Cache {
    	static final Logger logger = LoggerFactory.getLogger(RedisCache.class); //日志
    	
    	private RedisTemplate<String, Object> redisTemplate;
    	private String name;
    
    	public RedisTemplate<String, Object> getRedisTemplate() {
    		return redisTemplate;
    	}
    
    	public void setRedisTemplate(RedisTemplate<String, Object> redisTemplate) {
    		this.redisTemplate = redisTemplate;
    	}
    
    	public void setName(String name) {
    		this.name = name;
    	}
    
    	@Override
    	public String getName() {
    		// TODO Auto-generated method stub
    		return this.name;
    	}
    
    	@Override
    	public Object getNativeCache() {
    		// TODO Auto-generated method stub
    		return this.redisTemplate;
    	}
    
    	@Override
    	public ValueWrapper get(Object key) {
    		// TODO Auto-generated method stub
    		System.out.println("get key:"+ key.toString());
    		final String keyf = key.toString();
    		Object object = null;
    		object = redisTemplate.execute(new RedisCallback<Object>() {
    			public Object doInRedis(RedisConnection connection) throws DataAccessException {
    				byte[] key = keyf.getBytes();
    				byte[] value = connection.get(key);
    				if (value == null) {
    					return null;
    				}
    				return toObject(value);
    			}
    		});
    		return (object != null ? new SimpleValueWrapper(object) : null);
    	}
    
    	@Override
    	public void put(Object key, Object value) {
    		// TODO Auto-generated method stub
    		final String keyf = key.toString();
    		final Object valuef = value;
    		final long liveTime = 86400;
    		redisTemplate.execute(new RedisCallback<Long>() {
    			public Long doInRedis(RedisConnection connection) throws DataAccessException {
    				byte[] keyb = keyf.getBytes();
    				byte[] valueb = toByteArray(valuef);
    				connection.set(keyb, valueb);
    				if (liveTime > 0) {
    					connection.expire(keyb, liveTime);
    				}
    				return 1L;
    			}
    		});
    	}
    
    	private byte[] toByteArray(Object obj) {
    		byte[] bytes = null;
    		ByteArrayOutputStream bos = new ByteArrayOutputStream();
    		try {
    			ObjectOutputStream oos = new ObjectOutputStream(bos);
    			oos.writeObject(obj);
    			oos.flush();
    			bytes = bos.toByteArray();
    			oos.close();
    			bos.close();
    		} catch (IOException ex) {
    			ex.printStackTrace();
    		}
    		return bytes;
    	}
    
    	private Object toObject(byte[] bytes) {
    		Object obj = null;
    		try {
    			ByteArrayInputStream bis = new ByteArrayInputStream(bytes);
    			ObjectInputStream ois = new ObjectInputStream(bis);
    			obj = ois.readObject();
    			ois.close();
    			bis.close();
    		} catch (IOException ex) {
    			ex.printStackTrace();
    		} catch (ClassNotFoundException ex) {
    			ex.printStackTrace();
    		}
    		return obj;
    	}
    
    	@Override
    	public void evict(Object key) {
    		// TODO Auto-generated method stub
    		System.out.println("del key:"+key.toString());//注意这个就会发现我为啥觉得自己傻傻的
    		
    		final String keyf = key.toString();
    		redisTemplate.execute(new RedisCallback<Long>() {
    			public Long doInRedis(RedisConnection connection) throws DataAccessException {
    				return connection.del(keyf.getBytes());
    			}
    		});
    	}
    
    	@Override
    	public void clear() {
    		// TODO Auto-generated method stub
    		System.out.println("clear key");
    		redisTemplate.execute(new RedisCallback<String>() {
    			public String doInRedis(RedisConnection connection) throws DataAccessException {
    				connection.flushDb();
    				return "ok";
    			}
    		});
    	}
    
    	@Override
    	public <T> T get(Object key, Class<T> type) {
    		// TODO Auto-generated method stub
    		return null;
    	}
    
    	@Override
    	public ValueWrapper putIfAbsent(Object key, Object value) {
    		// TODO Auto-generated method stub
    		return null;
    	}
    
    	@Override
    	public <T> T get(Object o, Callable<T> callable) {
    		return null;
    	}
    
    }

这个没啥说的，就是代码，然后是二级（Ehcache+Redis）的缓存类：

package com.xx.cache;
    
    import java.io.ByteArrayInputStream;
    import java.io.ByteArrayOutputStream;
    import java.io.IOException;
    import java.io.ObjectInputStream;
    import java.io.ObjectOutputStream;
    import java.util.Iterator;
    import java.util.List;
    import java.util.Set;
    import java.util.concurrent.Callable;
    import java.util.regex.Pattern;
    
    import org.apache.log4j.Logger;
    import org.springframework.cache.Cache;
    import org.springframework.cache.support.SimpleValueWrapper;
    import org.springframework.dao.DataAccessException;
    import org.springframework.data.redis.connection.RedisConnection;
    import org.springframework.data.redis.core.RedisCallback;
    import org.springframework.data.redis.core.RedisTemplate;
    
    import net.sf.ehcache.Element;
    
    /**
     * 两级缓存，一级:ehcache,二级为redisCache
     *
     */
    public class EhRedisCache implements Cache{
    
    
        private static final Logger logger = Logger.getLogger(EhRedisCache.class);
    
        private String name;
    
        private net.sf.ehcache.Cache ehCache;
    
        private RedisTemplate<String, Object> redisTemplate;
    
         private long liveTime = 1*60*60; //默认1h=1*60*60
    
        @Override
        public String getName() {
            return this.name;
        }
    
        @Override
        public Object getNativeCache() {
            return this;
        }
    
        @Override
        public ValueWrapper get(Object key) {
             Element value = ehCache.get(key);
             logger.info("Cache L1 (ehcache) :{"+key+"}={"+value+"}");
             if (value!=null) {
                 return (value != null ? new SimpleValueWrapper(value.getObjectValue()) : null);
             }
             final String keyStr = key.toString();  
             Object objectValue = redisTemplate.execute(new RedisCallback<Object>() {  
                public Object doInRedis(RedisConnection connection)  
                        throws DataAccessException {  
                    byte[] key = keyStr.getBytes();  
                    byte[] value = connection.get(key);  
                    if (value == null) {  
                        return null;  
                    }  
                    //每次获得，重置缓存过期时间
                    if (liveTime > 0) {  
                        connection.expire(key, liveTime);  
                    }  
                    return toObject(value);  
                }  
            },true);  
             ehCache.put(new Element(key, objectValue));//取出来之后缓存到本地
             logger.info("Cache L2 (redis) :{"+key+"}={"+objectValue+"}");
             return  (objectValue != null ? new SimpleValueWrapper(objectValue) : null);
    
        }
    
        @Override
        public void put(Object key, Object value) {
            ehCache.put(new Element(key, value));
            final String keyStr =  key.toString(); 
            final Object valueStr = value;  
            redisTemplate.execute(new RedisCallback<Long>() {  
                public Long doInRedis(RedisConnection connection)  
                        throws DataAccessException {  
                    byte[] keyb = keyStr.getBytes();  
                    byte[] valueb = toByteArray(valueStr);  
                    connection.set(keyb, valueb);  
                    if (liveTime > 0) {  
                        connection.expire(keyb, liveTime);  
                    }  
                    return 1L;  
                }  
            },true);  
    
        }
    
        @Override
        public void evict(Object key) {
        	System.out.println("del levels key:"+key.toString());
            ehCache.remove(key);
            final String keyStr =  key.toString();  
            redisTemplate.execute(new RedisCallback<Long>() {  
                public Long doInRedis(RedisConnection connection)  
                        throws DataAccessException {  
                    return connection.del(keyStr.getBytes());  
                }  
            },true); 
        }
    
        @Override
        public void clear() {
            ehCache.removeAll();
            redisTemplate.execute(new RedisCallback<String>() {  
                public String doInRedis(RedisConnection connection)  
                        throws DataAccessException {  
                    connection.flushDb();  
                    return "clear done.";  
                }  
            },true);
        }
    
        public net.sf.ehcache.Cache getEhCache() {
            return ehCache;
        }
    
        public void setEhCache(net.sf.ehcache.Cache ehCache) {
            this.ehCache = ehCache;
        }
    
        public RedisTemplate<String, Object> getRedisTemplate() {
            return redisTemplate;
        }
    
        public void setRedisTemplate(RedisTemplate<String, Object> redisTemplate) {
            this.redisTemplate = redisTemplate;
        }
    
        public long getLiveTime() {
            return liveTime;
        }
    
        public void setLiveTime(long liveTime) {
            this.liveTime = liveTime;
        }
    
        public void setName(String name) {
            this.name = name;
        }
        /** 
         * 描述 : Object转byte[]. <br> 
         * @param obj 
         * @return 
         */  
        private byte[] toByteArray(Object obj) {  
            byte[] bytes = null;  
            ByteArrayOutputStream bos = new ByteArrayOutputStream();  
            try {  
                ObjectOutputStream oos = new ObjectOutputStream(bos);  
                oos.writeObject(obj);  
                oos.flush();  
                bytes = bos.toByteArray();  
                oos.close();  
                bos.close();  
            } catch (IOException ex) {  
                ex.printStackTrace();  
            }  
            return bytes;  
        }  
    
        /** 
         * 描述 :  byte[]转Object . <br> 
         * @param bytes 
         * @return 
         */  
        private Object toObject(byte[] bytes) {  
            Object obj = null;  
            try {  
                ByteArrayInputStream bis = new ByteArrayInputStream(bytes);  
                ObjectInputStream ois = new ObjectInputStream(bis);  
                obj = ois.readObject();  
                ois.close();  
                bis.close();  
            } catch (IOException ex) {  
                ex.printStackTrace();  
            } catch (ClassNotFoundException ex) {  
                ex.printStackTrace();  
            }  
            return obj;  
        }
    
    	@Override
    	public <T> T get(Object arg0, Class<T> arg1) {
    		// TODO Auto-generated method stub
    		return null;
    	}
    
    	@Override
    	public <T> T get(Object arg0, Callable<T> arg1) {
    		// TODO Auto-generated method stub
    		return null;
    	}
    
    	@Override
    	public ValueWrapper putIfAbsent(Object arg0, Object arg1) {
    		// TODO Auto-generated method stub
    		return null;
    	}  
    }

缓存类搞定了，然后就是配置了。

这是applicationContext-cache.xml的全部配置

<?xml version="1.0" encoding="UTF-8"?>
    <beans xmlns="http://www.springframework.org/schema/beans"
    	xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:context="http://www.springframework.org/schema/context"
    	xmlns:cache="http://www.springframework.org/schema/cache"
    	xsi:schemaLocation="
            http://www.springframework.org/schema/beans
            http://www.springframework.org/schema/beans/spring-beans.xsd
            http://www.springframework.org/schema/cache
            http://www.springframework.org/schema/cache/spring-cache.xsd
            http://www.springframework.org/schema/context 
            http://www.springframework.org/schema/context/spring-context.xsd">
    	<context:property-placeholder
    		ignore-resource-not-found="true" location="classpath:properties/config.properties" />
    	
    	
    	<cache:annotation-driven cache-manager="springCacheManager" proxy-target-class="true" />
    	<bean id="poolConfig" class="redis.clients.jedis.JedisPoolConfig">
    		
            <property name="maxIdle" value="${redis.maxIdle}" />
            
            <property name="maxTotal" value="${redis.maxTotal}" />
            
            <property name="maxWaitMillis" value="${redis.maxWaitMillis}" />
            
             <property name="blockWhenExhausted" value="${redis.blockWhenExhausted}" /> 
            
            <property name="testOnBorrow" value="${redis.testOnBorrow}" />
    	</bean>
    	
    	<bean id="jedisConnectionFactory"
    		class="org.springframework.data.redis.connection.jedis.JedisConnectionFactory">
    		
    		<property name="hostName" value="${redis.host}" />
    		
    		<property name="password" value="${redis.password}" />
    		
    		<property name="port" value="${redis.port}" />
    		
    		<property name="timeout" value="${redis.timeout}" />
    		
    		<property name="poolConfig" ref="poolConfig" />
    		
    		<property name="usePool" value="${redis.usePool}" />
    	</bean>
    	<bean id="redisTemplate" class="org.springframework.data.redis.core.StringRedisTemplate">
    		<property name="connectionFactory" ref="jedisConnectionFactory" />
    	</bean>
    
    	
    	<bean id="springCacheManager" class="org.springframework.cache.support.SimpleCacheManager">
    		<property name="caches">
    			<set>
    				
    				<bean class="com.xx.cache.RedisCache">
    					<property name="redisTemplate" ref="redisTemplate" />
    					<property name="name" value="layerCache" />
    					
    				</bean>
    				
    				<bean  id="ehRedisCache" class="com.xx.cache.EhRedisCache">  
                         <property name="redisTemplate" ref="redisTemplate" />  
                         <property name="ehCache" ref="ehCache"/> 
                         <property name="name" value="layersCache"/>
                         
                         <property name="liveTime" value="1000"/> 
                    </bean>
    			</set>
    		</property>
    	</bean>
    	
    	
    	
        <bean id="ehCache" class="org.springframework.cache.ehcache.EhCacheFactoryBean">
           <property name="cacheManager" ref="ehCacheManager"/>
        </bean>
    	
    </beans>

其实也就几个配置：连接池管理、连接池配置、缓存管理器。

其中ehCacheManager：

然后ehcache-shiro.xml：

然后看springCacheManager中的set，我们可用的value就有两个了，一个是layerCache，直接存redis，一级的，还有一个是layersCache，二级的。

写一个测试：

public interface CacheService {
    	
    	@Cacheable(value = "layerCache",key = "#key")
    	String addCache(String key);
    	@CacheEvict(value = "layerCache",key = "#key")
    	String delCache(String key);
    	
    	@Cacheable(value = "layersCache",key = "#key")
    	String addCache2(String key);
    	@CacheEvict(value = "layersCache",key = "#key")
    	String delCache2(String key);
    
    }

实现：

public class CacheServiceImpl implements CacheService{
    
    	@Override
    	public String addCache(String key) {
    		System.out.println("第一次调用会会打印此语句---一级缓存----");
    		return "cache test success !!!";
    	}
    
    	@Override
    	public String delCache(String key) {
    		System.out.println("移除缓存的值---一级缓存----");
    		return "cache remove success !!!";
    	}
    
    	@Override
    	public String addCache2(String key) {
    		System.out.println("第一次调用会会打印此语句---二级缓存----");
    		return "cache test success !!!";
    	}
    
    	@Override
    	public String delCache2(String key) {
    		System.out.println("移除缓存的值---二级缓存----");
    		return "cache remove success !!!";
    	}
    
    
    	
    	
    
    }

controller：

/**
    	 * 测试cache配置是否成功
    	 * 
    	 * @return
    	 */
    	@RequestMapping("/cache")
    	public String testCache() {
    		String value = cacheService.addCache("cacheTest");
    		return "/cacheTest.jsp";
    	}
    	@RequestMapping("/delcache")
    	public String delcache() {
    		String value = cacheService.delCache("cacheTest");
    		return "/cacheTest.jsp";
    	}
    	@RequestMapping("/cache2")
    	public String testCache2() {
    		String value = cacheService.addCache2("cacheTest2");
    		return "/cacheTest.jsp";
    	}
    	@RequestMapping("/delcache2")
    	public String delcache2() {
    		String value = cacheService.delCache2("cacheTest2");
    		return "/cacheTest.jsp";
    	}

运行：

![70 1][]

分别点击测试一级，测试二级一次，看控制台输出：

![70 2][]

，然后再分别点击一次：

![70 3][]

这时可以看到已经进入缓存了，没有再进入impl的方法内了。然后我们移除缓存再试一次：

![70 4][]

发现移除缓存后再测试又没有进入缓存了，好了至此缓存已成功！

至于模糊删除缓存，我一开始没啥头绪，上网搜点资料，然后看见有人用spring 的AOP来实现，我因此尝试了一波，我并未成功，忙活了半天。。。。

好了，看代码中有一行，

System.out.println("del key:"+key.toString());

这不是已经取到key 了啊？傻傻的每次都能从控制台看到，一直没反应过来。

这不就是重写@CacheEvict方法吗？那还不就简单了，利用正则循环key，模糊匹配的就删掉。

EhRedisCache的改如下：

@Override
        public void evict(Object key) {
        	
        	System.out.println("del levels key:"+key.toString());
    		if (key.toString().startsWith("regex:")) {
    			String pattern = key.toString().replace("regex:", "");
    			//String pattern = res.replace("*", ".*");
    			System.out.println("pattern:"+pattern);
    			Set<String> keys_redis = redisTemplate.keys(pattern);
    			for (Iterator<String> iterator = keys_redis.iterator(); iterator.hasNext();) {
    				String string = (String) iterator.next();
    				System.out.println("remove redis keys:"+string);
    			}
    			redisTemplate.delete(keys_redis);
    			List<?> cacheKeys_encache = ehCache.getKeys();
    			pattern = pattern.replace("*", ".*");
    			for (Object cacheKey: cacheKeys_encache) {
    				if(Pattern.matches(pattern, cacheKey.toString())){
    					System.out.println("remove encache keys:"+cacheKey.toString());
    					ehCache.remove(cacheKey.toString());
    				}
                }
    			return;
    		}
        	
            ehCache.remove(key);
            final String keyStr =  key.toString();  
            redisTemplate.execute(new RedisCallback<Long>() {  
                public Long doInRedis(RedisConnection connection)  
                        throws DataAccessException {  
                    return connection.del(keyStr.getBytes());  
                }  
            },true); 
        }

RedisCache的改如下：

@Override
    	public void evict(Object key) {
    		// TODO Auto-generated method stub
    		System.out.println("del key:"+key.toString());
    		if (key.toString().startsWith("regex:")) {
    			String pattern = key.toString().replace("regex:", "");
    			//String pattern = res.replace("*", ".*");
    			System.out.println("pattern:"+pattern);
    			Set<String> keys_redis = redisTemplate.keys(pattern);
    			for (Iterator iterator = keys_redis.iterator(); iterator.hasNext();) {
    				String string = (String) iterator.next();
    				System.out.println("remove redis keys:"+string);
    			}
    			redisTemplate.delete(keys_redis);
    			return;
    		}
    		final String keyf = key.toString();
    		redisTemplate.execute(new RedisCallback<Long>() {
    			public Long doInRedis(RedisConnection connection) throws DataAccessException {
    				return connection.del(keyf.getBytes());
    			}
    		});
    	}

这种场景，是在增删改查的时候，我查询的时候从缓存，然后增加、删除、修改的时候移除相关缓存。

大概是这样：

@Cacheable(value = "layersCache",key = "#root.targetClass + '_' + 'count'")
    	long countByExample(CampusExample example);
    
    	@CacheEvict(value = "layersCache",key = "'regex:'+#root.targetClass + '_*' ")
        int deleteByExample(CampusExample example);
    
    	@CacheEvict(value = "layersCache",key = "'regex:'+#root.targetClass + '_*' ")
        int deleteByPrimaryKey(Integer id);
    
    	@CacheEvict(value = "layersCache",key = "'regex:'+#root.targetClass + '_*' ")
        int insert(Campus record);
    
    	@CacheEvict(value = "layersCache",key = "'regex:'+#root.targetClass + '_*' ")
        int insertSelective(Campus record);
    
        @Cacheable(value = "layersCache",key = "#root.targetClass + '_demo_' + #example")
        List<Campus> selectByExample(CampusExample example);
    
        @Cacheable(value = "layersCache",key = "#root.targetClass + '_demo_' + #id")
        Campus selectByPrimaryKey(Integer id);
    
        @CacheEvict(value = "layersCache",key = "'regex:'+#root.targetClass + '_*' ")
        int updateByExampleSelective(@Param("record") Campus record, @Param("example") CampusExample example);
    
        @CacheEvict(value = "layersCache",key = "'regex:'+#root.targetClass + '_*' ")
        int updateByExample(@Param("record") Campus record, @Param("example") CampusExample example);
    
        @CacheEvict(value = "layersCache",key = "'regex:'+#root.targetClass + '_*' ")
        int updateByPrimaryKeySelective(Campus record);
    
        @CacheEvict(value = "layersCache",key = "'regex:'+#root.targetClass + '_*' ")
        int updateByPrimaryKey(Campus record);

这是测试：

![70 5][]

可以看到pattern：CampusServiceImpl\_\*，然后就移除一堆了。至此模糊删除也已成功。

[70]: /images/20220524/6df7f9835eea496fad0dec6e4efe0ccb.png
[70 1]: /images/20220524/da252f67ba364f85b1f82c488f260022.png
[70 2]: /images/20220524/cb9fa869f761486f82301fb2bade723f.png
[70 3]: /images/20220524/b8c7dc3fc6f4413d8f887da771c90c47.png
[70 4]: /images/20220524/13c049db52104e409f184498d094422e.png
[70 5]: /images/20220524/4035c25f3ef64dfab66a6db68bc996c6.png