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springcloud 高效率本地加Redis双级缓存

springcloud 高效率本地加Redis双级缓存

作者: kikiki4 | 来源:发表于2019-07-09 16:04 被阅读0次

    在springcloud中我们可以使用spring-boot-starter-data-redis已经为我们处理好分布式缓存,但是我们还是不满足于只存在于网络中传输的缓存,我们现在来扩展成本地加Redis双级缓存,这样就可以减少网络传输带来的传输效率。

    springcloud

    以下是针对已经整理好的项目进行直接使用

    打包安装项目 springcloud-twocache

    git clone https://github.com/dounine/spring-cloud.git
    cd spring-cloud
    gradle install -xtest
    

    在项目中引用
    build.gradle

    dependencies {
        compile('com.dounine.twocache:springcloud-twocache:0.0.1-SNAPSHOT')
    }
    

    application.yml添加如下代码

    spring:
      redis:
        host: localhost
        port: 6379
    twocache:
      enable: true
      redis:
        topic: 项目名
    

    java代码中使用(与spring cache使用缓存一样)

    @Cacheable(cacheNames = "user",key = "#userId")
    public String queryUser(@PathVariable String userId) {
    ...
    }
    

    源码讲解

    IpV4.java 节点IP获取工具

    import java.net.Inet4Address;
    import java.net.UnknownHostException;
    
    public final class IpV4 {
        private static String node;
        static {
            try {
                node = Inet4Address.getLocalHost().getHostAddress();
            } catch (UnknownHostException e) {
                e.printStackTrace();
            }
        }
        public static final String get(){
            return node;
        }
    }
    

    NotifyMsg.java Redis消息通知包装对象

    public class NotifyMsg implements Serializable {
        private NotifyType notifyType;
        private String cacheName;
        private String node;
        private Object key;
        private Object result;
    
        public NotifyMsg(NotifyType notifyType,String node,Object key,Object result){
            this.node = node;
            this.notifyType = notifyType;
            this.key = key;
            this.result = result;
        }
    
        // get set ...
    }
    

    NotifyType.java Redis缓存通知类型

    public enum NotifyType {
        PUT,
        EVICT,
        CLEAR
    }
    

    RedisAndLocalCache.java Redis本地缓存重写

    public class RedisAndLocalCache implements Cache {
    
        private ConcurrentHashMap<Object,ValueWrapper> local = new ConcurrentHashMap<>();
        private RedisCache redisCache;
        private TwoLevelCacheManager cacheManager;
        private String node;
    
        public RedisAndLocalCache(TwoLevelCacheManager twoLevelCacheManager,RedisCache redisCache,String node){
            this.cacheManager = twoLevelCacheManager;
            this.redisCache = redisCache;
            this.node = node;
        }
    
        @Override
        public String getName() {
            return redisCache.getName();
        }
    
        @Override
        public Object getNativeCache() {
            return redisCache.getNativeCache();
        }
    
        @Override
        public ValueWrapper get(Object key) {
            ValueWrapper valueWrapper = local.get(key);
            if(valueWrapper!=null){
                return valueWrapper;
            }else{
                valueWrapper = redisCache.get(key);
                if(valueWrapper!=null){
                    local.put(key,valueWrapper);
                }
                return valueWrapper;
            }
        }
    
        @Override
        public <T> T get(Object key, Class<T> type) {
            ValueWrapper valueWrapper = local.get(key);
            if(valueWrapper!=null){
                return (T)valueWrapper.get();
            }else{
                valueWrapper = redisCache.get(key);
                if(valueWrapper!=null){
                    local.put(key,valueWrapper);
                }
                return (T)valueWrapper.get();
            }
        }
    
        @Override
        public <T> T get(Object key, Callable<T> valueLoader) {
            return null;
        }
    
        @Override
        public void put(Object key, Object value) {
            this.local.put(key,new SimpleValueWrapper(value));
            this.redisCache.put(key,value);
            this.notifyNodes(new NotifyMsg(NotifyType.PUT,node,key,value));
        }
    
        private void notifyNodes(NotifyMsg notifyType){
            notifyType.setCacheName(redisCache.getName());
            cacheManager.publishMessage(notifyType);
        }
    
    
        @Override
        public ValueWrapper putIfAbsent(Object key, Object value) {
            return null;
        }
    
        @Override
        public void evict(Object key) {
            redisCache.evict(key);
            this.notifyNodes(new NotifyMsg(NotifyType.EVICT,node,key,null));
        }
    
        public void clearLocal(){
            local.clear();
        }
    
        @Override
        public void clear() {
            redisCache.clear();
            this.notifyNodes(new NotifyMsg(NotifyType.CLEAR,node,null,null));
        }
    }
    

    TwoCacheConfig.java Starter 自动配置类

    @Configuration
    @ConditionalOnMissingBean(CacheManager.class)
    @ConditionalOnBean({RedisTemplate.class})
    @ConditionalOnProperty(name = "twocache.enable",havingValue = "true")
    @EnableCaching
    public class TwoCacheConfig {
    
        @Value("${twocache.redis.topic:towcache}")
        private String topic;
        @Value("${server.port}")
        private Integer port;
    
        @Bean
        @ConditionalOnMissingBean(JedisConnectionFactory.class)
        JedisConnectionFactory jedisConnectionFactory() {
            return new JedisConnectionFactory();
        }
    
        @Bean
        RedisMessageListenerContainer container(RedisConnectionFactory connectionFactory, MessageListenerAdapter listenerAdapter){
            RedisMessageListenerContainer container = new RedisMessageListenerContainer();
            container.setConnectionFactory(connectionFactory);
            container.addMessageListener(listenerAdapter,new PatternTopic(topic));
            return container;
        }
    
        @Bean
        MessageListenerAdapter listenerAdapter(final TwoLevelCacheManager cacheManager){
            return new MessageListenerAdapter(new MessageListener() {
                @Override
                public void onMessage(Message message, byte[] pattern) {
                    try {
                        String topic = new String(message.getChannel(),"utf-8");
                        cacheManager.receiver(message.getBody());
                    } catch (UnsupportedEncodingException e) {
                        e.printStackTrace();
                    }
                }
            });
        }
    
        @Bean
        public TwoLevelCacheManager cacheManager(RedisTemplate redisTemplate){
            return new TwoLevelCacheManager(redisTemplate,topic,port);
        }
    }
    

    TwoLevelCacheManager.java 双级缓存管理器

    public class TwoLevelCacheManager extends RedisCacheManager {
    
        private String topic;
        private RedisTemplate<String,Object> redisTemplate;
        private Integer port;
        private String node = IpV4.get();
    
        public TwoLevelCacheManager(RedisTemplate<String,Object> redisTemplate,String topic, Integer port){
            super(redisTemplate);
            this.redisTemplate = redisTemplate;
            this.topic = topic;
            this.port = port;
        }
    
        @Override
        protected Cache decorateCache(Cache cache) {
            return new RedisAndLocalCache(this,(RedisCache) cache,node+":"+port);
        }
    
        protected void publishMessage(NotifyMsg notifyMsg){
            this.redisTemplate.convertAndSend(topic,notifyMsg);
        }
    
        public void receiver(byte[] body){
            NotifyMsg notifyMsg = (NotifyMsg)this.redisTemplate.getDefaultSerializer().deserialize(body);
            RedisAndLocalCache cache = (RedisAndLocalCache) this.getCache(notifyMsg.getCacheName());
            if(cache!=null){
                if(!notifyMsg.getNode().equals(node+":"+port)){
                    if(notifyMsg.getNotifyType().equals(NotifyType.CLEAR)){
                        cache.clearLocal();
                    }else if(notifyMsg.getNotifyType().equals(NotifyType.PUT)){
                        cache.put(notifyMsg.getKey(),notifyMsg.getResult());
                    }else if(notifyMsg.getNotifyType().equals(NotifyType.EVICT)){
                        cache.evict(notifyMsg.getKey());
                    }
                }else{
    //                LOGGER.error("消息从自身发送,忽略处理");
                }
            }
        }
    }
    

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