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        Redis如何高效實(shí)現(xiàn)點(diǎn)贊、取消點(diǎn)贊功能

        共 18119字,需瀏覽 37分鐘

         ·

        2021-11-28 11:58


        源?/?CSDNBLOG? ? ? ??文/?

        來(lái)源:blog.csdn.net/lsy0903/article/details/103949459

        基于 SpringCloud, 用戶發(fā)起點(diǎn)贊、取消點(diǎn)贊后先存入 Redis 中,再每隔兩小時(shí)從 Redis 讀取點(diǎn)贊數(shù)據(jù)寫入數(shù)據(jù)庫(kù)中做持久化存儲(chǔ)。

        點(diǎn)贊功能在很多系統(tǒng)中都有,但別看功能小,想要做好需要考慮的東西還挺多的。

        點(diǎn)贊、取消點(diǎn)贊是高頻次的操作,若每次都讀寫數(shù)據(jù)庫(kù),大量的操作會(huì)影響數(shù)據(jù)庫(kù)性能,所以需要做緩存。

        至于多久從 Redis 取一次數(shù)據(jù)存到數(shù)據(jù)庫(kù)中,根據(jù)項(xiàng)目的實(shí)際情況定吧,我是暫時(shí)設(shè)了兩個(gè)小時(shí)。

        項(xiàng)目需求需要查看都誰(shuí)點(diǎn)贊了,所以要存儲(chǔ)每個(gè)點(diǎn)贊的點(diǎn)贊人、被點(diǎn)贊人,不能簡(jiǎn)單的做計(jì)數(shù)。

        文章分四部分介紹:

        • Redis 緩存設(shè)計(jì)及實(shí)現(xiàn)
        • 數(shù)據(jù)庫(kù)設(shè)計(jì)
        • 數(shù)據(jù)庫(kù)操作
        • 開(kāi)啟定時(shí)任務(wù)持久化存儲(chǔ)到數(shù)據(jù)庫(kù)

        一、Redis 緩存設(shè)計(jì)及實(shí)現(xiàn)

        1.1 Redis 安裝及運(yùn)行

        Redis 安裝請(qǐng)自行查閱相關(guān)教程。
        說(shuō)下Docker 安裝運(yùn)行 Redis
        docker?run?-d?-p?6379:6379?redis:4.0.8??

        如果已經(jīng)安裝了 Redis,打開(kāi)命令行,輸入啟動(dòng) Redis 的命令
        redis-server??

        1.2 Redis 與 SpringBoot 項(xiàng)目的整合

        1.在 pom.xml 中引入依賴
        <dependency>??
        ????<groupId>org.springframework.bootgroupId>
        ??
        ????<artifactId>spring-boot-starter-data-redisartifactId>??
        dependency>??
        2.在啟動(dòng)類上添加注釋 @EnableCaching
        @SpringBootApplication??
        @EnableDiscoveryClient??
        @EnableSwagger2??
        @EnableFeignClients(basePackages?=?"com.solo.coderiver.project.client")??
        @EnableCaching??
        public?class?UserApplication?{??
        ??
        ????public?static?void?main(String[]?args)?{??
        ????????SpringApplication.run(UserApplication.class,?args);??
        ????}??
        }??
        3.編寫 Redis 配置類 RedisConfig
        import?com.fasterxml.jackson.annotation.JsonAutoDetect;??
        import?com.fasterxml.jackson.annotation.PropertyAccessor;??
        import?com.fasterxml.jackson.databind.ObjectMapper;??
        import?org.springframework.boot.autoconfigure.condition.ConditionalOnMissingBean;??
        import?org.springframework.context.annotation.Bean;??
        import?org.springframework.context.annotation.Configuration;??
        import?org.springframework.data.redis.connection.RedisConnectionFactory;??
        import?org.springframework.data.redis.core.RedisTemplate;??
        import?org.springframework.data.redis.core.StringRedisTemplate;??
        import?org.springframework.data.redis.serializer.Jackson2JsonRedisSerializer;??
        ??
        import?java.net.UnknownHostException;??
        ??
        ??
        @Configuration??
        public?class?RedisConfig?{??
        ??
        ????@Bean??
        ????@ConditionalOnMissingBean(name?=?"redisTemplate")??
        ????public?RedisTemplate?redisTemplate(??
        ????????????RedisConnectionFactory?redisConnectionFactory)
        ??
        ????????????throws?UnknownHostException?
        {??
        ??
        ????????Jackson2JsonRedisSerializer?jackson2JsonRedisSerializer?=?new?Jackson2JsonRedisSerializer(Object.class);??
        ????????ObjectMapper?om?=?new?ObjectMapper();??
        ????????om.setVisibility(PropertyAccessor.ALL,?JsonAutoDetect.Visibility.ANY);??
        ????????om.enableDefaultTyping(ObjectMapper.DefaultTyping.NON_FINAL);??
        ????????jackson2JsonRedisSerializer.setObjectMapper(om);??
        ??
        ????????RedisTemplate?template?=?new?RedisTemplate();??
        ????????template.setConnectionFactory(redisConnectionFactory);??
        ????????template.setKeySerializer(jackson2JsonRedisSerializer);??
        ????????template.setValueSerializer(jackson2JsonRedisSerializer);??
        ????????template.setHashKeySerializer(jackson2JsonRedisSerializer);??
        ????????template.setHashValueSerializer(jackson2JsonRedisSerializer);??
        ????????template.afterPropertiesSet();??
        ????????return?template;??
        ????}??
        ??
        ??
        ????@Bean??
        ????@ConditionalOnMissingBean(StringRedisTemplate.class)??
        ????public?StringRedisTemplate?stringRedisTemplate(??
        ????????????RedisConnectionFactory?redisConnectionFactory)??
        ????????????throws?UnknownHostException?
        {??
        ????????StringRedisTemplate?template?=?new?StringRedisTemplate();??
        ????????template.setConnectionFactory(redisConnectionFactory);??
        ????????return?template;??
        ????}??
        }??
        至此 Redis 在 SpringBoot 項(xiàng)目中的配置已經(jīng)完成,可以愉快的使用了。

        1.3 Redis 的數(shù)據(jù)結(jié)構(gòu)類型

        Redis 可以存儲(chǔ)鍵與5種不同數(shù)據(jù)結(jié)構(gòu)類型之間的映射,這5種數(shù)據(jù)結(jié)構(gòu)類型分別為String(字符串)、List(列表)、Set(集合)、Hash(散列)和 Zset(有序集合)。
        下面來(lái)對(duì)這5種數(shù)據(jù)結(jié)構(gòu)類型作簡(jiǎn)單的介紹:
        圖片

        1.4 點(diǎn)贊數(shù)據(jù)在 Redis 中的存儲(chǔ)格式

        用 Redis 存儲(chǔ)兩種數(shù)據(jù),一種是記錄點(diǎn)贊人、被點(diǎn)贊人、點(diǎn)贊狀態(tài)的數(shù)據(jù),另一種是每個(gè)用戶被點(diǎn)贊了多少次,做個(gè)簡(jiǎn)單的計(jì)數(shù)。
        由于需要記錄點(diǎn)贊人和被點(diǎn)贊人,還有點(diǎn)贊狀態(tài)(點(diǎn)贊、取消點(diǎn)贊),還要固定時(shí)間間隔取出 Redis 中所有點(diǎn)贊數(shù)據(jù),分析了下 Redis 數(shù)據(jù)格式中 Hash 最合適。
        因?yàn)?Hash 里的數(shù)據(jù)都是存在一個(gè)鍵里,可以通過(guò)這個(gè)鍵很方便的把所有的點(diǎn)贊數(shù)據(jù)都取出。這個(gè)鍵里面的數(shù)據(jù)還可以存成鍵值對(duì)的形式,方便存入點(diǎn)贊人、被點(diǎn)贊人和點(diǎn)贊狀態(tài)。
        設(shè)點(diǎn)贊人的 id 為 likedPostId,被點(diǎn)贊人的 id 為 likedUserId ,點(diǎn)贊時(shí)狀態(tài)為 1,取消點(diǎn)贊狀態(tài)為 0。將點(diǎn)贊人 id 和被點(diǎn)贊人 id 作為鍵,兩個(gè) id 中間用 :: 隔開(kāi),點(diǎn)贊狀態(tài)作為值。
        所以如果用戶點(diǎn)贊,存儲(chǔ)的鍵為:likedUserId::likedPostId,對(duì)應(yīng)的值為 1 。取消點(diǎn)贊,存儲(chǔ)的鍵為:likedUserId::likedPostId,對(duì)應(yīng)的值為 0 。取數(shù)據(jù)時(shí)把鍵用 :: 切開(kāi)就得到了兩個(gè)id,也很方便。
        在可視化工具 RDM 中看到的是這樣子
        圖片
        圖片

        1.5 操作 Redis

        將具體操作方法封裝到了 RedisService 接口里
        RedisService.java
        import?com.solo.coderiver.user.dataobject.UserLike;??
        import?com.solo.coderiver.user.dto.LikedCountDTO;??
        ??
        import?java.util.List;??
        ??
        public?interface?RedisService?{??
        ??
        ????/**??
        ?????*?點(diǎn)贊。狀態(tài)為1 ?
        ?????*?@param?likedUserId??
        ?????*?@param?likedPostId??
        ?????*/
        ??
        ????void?saveLiked2Redis(String?likedUserId,?String?likedPostId);??
        ??
        ????/**??
        ?????*?取消點(diǎn)贊。將狀態(tài)改變?yōu)???
        ?????*?@param?likedUserId??
        ?????*?@param?likedPostId??
        ?????*/
        ??
        ????void?unlikeFromRedis(String?likedUserId,?String?likedPostId);??
        ??
        ????/**??
        ?????*?從Redis中刪除一條點(diǎn)贊數(shù)據(jù)??
        ?????*?@param?likedUserId??
        ?????*?@param?likedPostId??
        ?????*/
        ??
        ????void?deleteLikedFromRedis(String?likedUserId,?String?likedPostId);??
        ??
        ????/**??
        ?????*?該用戶的點(diǎn)贊數(shù)加1??
        ?????*?@param?likedUserId??
        ?????*/
        ??
        ????void?incrementLikedCount(String?likedUserId);??
        ??
        ????/**??
        ?????*?該用戶的點(diǎn)贊數(shù)減1??
        ?????*?@param?likedUserId??
        ?????*/
        ??
        ????void?decrementLikedCount(String?likedUserId);??
        ??
        ????/**??
        ?????*?獲取Redis中存儲(chǔ)的所有點(diǎn)贊數(shù)據(jù)??
        ?????*?@return??
        ?????*/
        ??
        ????List?getLikedDataFromRedis();??
        ??
        ????/**??
        ?????*?獲取Redis中存儲(chǔ)的所有點(diǎn)贊數(shù)量??
        ?????*?@return??
        ?????*/
        ??
        ????List?getLikedCountFromRedis();??
        ??
        }??
        實(shí)現(xiàn)類 RedisServiceImpl.java
        import?com.solo.coderiver.user.dataobject.UserLike;??
        import?com.solo.coderiver.user.dto.LikedCountDTO;??
        import?com.solo.coderiver.user.enums.LikedStatusEnum;??
        import?com.solo.coderiver.user.service.LikedService;??
        import?com.solo.coderiver.user.service.RedisService;??
        import?com.solo.coderiver.user.utils.RedisKeyUtils;??
        import?lombok.extern.slf4j.Slf4j;??
        import?org.springframework.beans.factory.annotation.Autowired;??
        import?org.springframework.data.redis.core.Cursor;??
        import?org.springframework.data.redis.core.RedisTemplate;??
        import?org.springframework.data.redis.core.ScanOptions;??
        import?org.springframework.stereotype.Service;??
        ??
        import?java.util.ArrayList;??
        import?java.util.List;??
        import?java.util.Map;??
        ??
        @Service??
        @Slf4j??
        public?class?RedisServiceImpl?implements?RedisService?{??
        ??
        ????@Autowired??
        ????RedisTemplate?redisTemplate;??
        ??
        ????@Autowired??
        ????LikedService?likedService;??
        ??
        ????@Override??
        ????public?void?saveLiked2Redis(String?likedUserId,?String?likedPostId)?{??
        ????????String?key?=?RedisKeyUtils.getLikedKey(likedUserId,?likedPostId);??
        ????????redisTemplate.opsForHash().put(RedisKeyUtils.MAP_KEY_USER_LIKED,?key,?LikedStatusEnum.LIKE.getCode());??
        ????}??
        ??
        ????@Override??
        ????public?void?unlikeFromRedis(String?likedUserId,?String?likedPostId)?{??
        ????????String?key?=?RedisKeyUtils.getLikedKey(likedUserId,?likedPostId);??
        ????????redisTemplate.opsForHash().put(RedisKeyUtils.MAP_KEY_USER_LIKED,?key,?LikedStatusEnum.UNLIKE.getCode());??
        ????}??
        ??
        ????@Override??
        ????public?void?deleteLikedFromRedis(String?likedUserId,?String?likedPostId)?{??
        ????????String?key?=?RedisKeyUtils.getLikedKey(likedUserId,?likedPostId);??
        ????????redisTemplate.opsForHash().delete(RedisKeyUtils.MAP_KEY_USER_LIKED,?key);??
        ????}??
        ??
        ????@Override??
        ????public?void?incrementLikedCount(String?likedUserId)?{??
        ????????redisTemplate.opsForHash().increment(RedisKeyUtils.MAP_KEY_USER_LIKED_COUNT,?likedUserId,?1);??
        ????}??
        ??
        ????@Override??
        ????public?void?decrementLikedCount(String?likedUserId)?{??
        ????????redisTemplate.opsForHash().increment(RedisKeyUtils.MAP_KEY_USER_LIKED_COUNT,?likedUserId,?-1);??
        ????}??
        ??
        ????@Override??
        ????public?List?getLikedDataFromRedis()?{??
        ????????Cursor>?cursor?=?redisTemplate.opsForHash().scan(RedisKeyUtils.MAP_KEY_USER_LIKED,?ScanOptions.NONE);??
        ????????List?list?=?new?ArrayList<>();??
        ????????while?(cursor.hasNext()){??
        ????????????Map.Entry?entry?=?cursor.next();??
        ????????????String?key?=?(String)?entry.getKey();??
        ????????????//分離出?likedUserId,likedPostId??
        ????????????String[]?split?=?key.split("::");??
        ????????????String?likedUserId?=?split[0];??
        ????????????String?likedPostId?=?split[1];??
        ????????????Integer?value?=?(Integer)?entry.getValue();??
        ??
        ????????????//組裝成?UserLike?對(duì)象??
        ????????????UserLike?userLike?=?new?UserLike(likedUserId,?likedPostId,?value);??
        ????????????list.add(userLike);??
        ??
        ????????????//存到?list?后從?Redis?中刪除??
        ????????????redisTemplate.opsForHash().delete(RedisKeyUtils.MAP_KEY_USER_LIKED,?key);??
        ????????}??
        ??
        ????????return?list;??
        ????}??
        ??
        ????@Override??
        ????public?List?getLikedCountFromRedis()?{??
        ????????Cursor>?cursor?=?redisTemplate.opsForHash().scan(RedisKeyUtils.MAP_KEY_USER_LIKED_COUNT,?ScanOptions.NONE);??
        ????????List?list?=?new?ArrayList<>();??
        ????????while?(cursor.hasNext()){??
        ????????????Map.Entry?map?=?cursor.next();??
        ????????????//將點(diǎn)贊數(shù)量存儲(chǔ)在?LikedCountDT??
        ????????????String?key?=?(String)map.getKey();??
        ????????????LikedCountDTO?dto?=?new?LikedCountDTO(key,?(Integer)?map.getValue());??
        ????????????list.add(dto);??
        ????????????//從Redis中刪除這條記錄??
        ????????????redisTemplate.opsForHash().delete(RedisKeyUtils.MAP_KEY_USER_LIKED_COUNT,?key);??
        ????????}??
        ????????return?list;??
        ????}??
        }??
        用到的工具類和枚舉類
        RedisKeyUtils, 用于根據(jù)一定規(guī)則生成 key
        public?class?RedisKeyUtils?{??
        ??
        ????//保存用戶點(diǎn)贊數(shù)據(jù)的key??
        ????public?static?final?String?MAP_KEY_USER_LIKED?=?"MAP_USER_LIKED";??
        ????//保存用戶被點(diǎn)贊數(shù)量的key??
        ????public?static?final?String?MAP_KEY_USER_LIKED_COUNT?=?"MAP_USER_LIKED_COUNT";??
        ??
        ????/**??
        ?????*?拼接被點(diǎn)贊的用戶id和點(diǎn)贊的人的id作為key。格式 222222::333333 ?
        ?????*?@param?likedUserId?被點(diǎn)贊的人id??
        ?????*?@param?likedPostId?點(diǎn)贊的人的id??
        ?????*?@return??
        ?????*/
        ??
        ????public?static?String?getLikedKey(String?likedUserId,?String?likedPostId){??
        ????????StringBuilder?builder?=?new?StringBuilder();??
        ????????builder.append(likedUserId);??
        ????????builder.append("::");??
        ????????builder.append(likedPostId);??
        ????????return?builder.toString();??
        ????}??
        }??
        LikedStatusEnum 用戶點(diǎn)贊狀態(tài)的枚舉類
        package?com.solo.coderiver.user.enums;??
        ??
        import?lombok.Getter;??
        ??
        /**??
        ?*?用戶點(diǎn)贊的狀態(tài)??
        ?*/
        ??
        @Getter??
        public?enum?LikedStatusEnum?{??
        ????LIKE(1,?"點(diǎn)贊"),??
        ????UNLIKE(0,?"取消點(diǎn)贊/未點(diǎn)贊"),??
        ????;??
        ??
        ????private?Integer?code;??
        ??
        ????private?String?msg;??
        ??
        ????LikedStatusEnum(Integer?code,?String?msg)?{??
        ????????this.code?=?code;??
        ????????this.msg?=?msg;??
        ????}??
        }??

        二、數(shù)據(jù)庫(kù)設(shè)計(jì)

        數(shù)據(jù)庫(kù)表中至少要包含三個(gè)字段:被點(diǎn)贊用戶id,點(diǎn)贊用戶id,點(diǎn)贊狀態(tài)。再加上主鍵id,創(chuàng)建時(shí)間,修改時(shí)間就行了。學(xué)習(xí)資料:Java進(jìn)階視頻資源
        建表語(yǔ)句
        create?table?`user_like`(??
        ????`id`?int?not?null?auto_increment,??
        ????`liked_user_id`?varchar(32)?not?null?comment?'被點(diǎn)贊的用戶id',??
        ????`liked_post_id`?varchar(32)?not?null?comment?'點(diǎn)贊的用戶id',??
        ????`status`?tinyint(1)?default?'1'?comment?'點(diǎn)贊狀態(tài),0取消,1點(diǎn)贊',??
        ????`create_time`?timestamp?not?null?default?current_timestamp?comment?'創(chuàng)建時(shí)間',??
        ??`update_time`?timestamp?not?null?default?current_timestamp?on?update?current_timestamp?comment?'修改時(shí)間',??
        ????primary?key(`id`),??
        ????INDEX?`liked_user_id`(`liked_user_id`),??
        ????INDEX?`liked_post_id`(`liked_post_id`)??
        )?comment?'用戶點(diǎn)贊表';??
        對(duì)應(yīng)的對(duì)象 UserLike
        import?com.solo.coderiver.user.enums.LikedStatusEnum;??
        import?lombok.Data;??
        ??
        import?javax.persistence.Entity;??
        import?javax.persistence.GeneratedValue;??
        import?javax.persistence.GenerationType;??
        import?javax.persistence.Id;??
        ??
        /**??
        ?*?用戶點(diǎn)贊表??
        ?*/
        ??
        @Entity??
        @Data??
        public?class?UserLike?{??
        ??
        ????//主鍵id??
        ????@Id??
        ????@GeneratedValue(strategy?=?GenerationType.IDENTITY)??
        ????private?Integer?id;??
        ??
        ????//被點(diǎn)贊的用戶的id??
        ????private?String?likedUserId;??
        ??
        ????//點(diǎn)贊的用戶的id??
        ????private?String?likedPostId;??
        ??
        ????//點(diǎn)贊的狀態(tài).默認(rèn)未點(diǎn)贊??
        ????private?Integer?status?=?LikedStatusEnum.UNLIKE.getCode();??
        ??
        ????public?UserLike()?{??
        ????}??
        ??
        ????public?UserLike(String?likedUserId,?String?likedPostId,?Integer?status)?{??
        ????????this.likedUserId?=?likedUserId;??
        ????????this.likedPostId?=?likedPostId;??
        ????????this.status?=?status;??
        ????}??
        }??

        三、數(shù)據(jù)庫(kù)操作

        操作數(shù)據(jù)庫(kù)同樣封裝在接口中
        LikedService
        import?com.solo.coderiver.user.dataobject.UserLike;??
        import?org.springframework.data.domain.Page;??
        import?org.springframework.data.domain.Pageable;??
        ??
        import?java.util.List;??
        ??
        public?interface?LikedService?{??
        ??
        ????/**??
        ?????*?保存點(diǎn)贊記錄??
        ?????*?@param?userLike??
        ?????*?@return??
        ?????*/
        ??
        ????UserLike?save(UserLike?userLike);??
        ??
        ????/**??
        ?????*?批量保存或修改??
        ?????*?@param?list??
        ?????*/
        ??
        ????List?saveAll(List?list);??
        ??
        ??
        ????/**??
        ?????*?根據(jù)被點(diǎn)贊人的id查詢點(diǎn)贊列表(即查詢都誰(shuí)給這個(gè)人點(diǎn)贊過(guò))??
        ?????*?@param?likedUserId?被點(diǎn)贊人的id??
        ?????*?@param?pageable??
        ?????*?@return??
        ?????*/
        ??
        ????Page?getLikedListByLikedUserId(String?likedUserId,?Pageable?pageable);??
        ??
        ????/**??
        ?????*?根據(jù)點(diǎn)贊人的id查詢點(diǎn)贊列表(即查詢這個(gè)人都給誰(shuí)點(diǎn)贊過(guò))??
        ?????*?@param?likedPostId??
        ?????*?@param?pageable??
        ?????*?@return??
        ?????*/
        ??
        ????Page?getLikedListByLikedPostId(String?likedPostId,?Pageable?pageable);??
        ??
        ????/**??
        ?????*?通過(guò)被點(diǎn)贊人和點(diǎn)贊人id查詢是否存在點(diǎn)贊記錄??
        ?????*?@param?likedUserId??
        ?????*?@param?likedPostId??
        ?????*?@return??
        ?????*/
        ??
        ????UserLike?getByLikedUserIdAndLikedPostId(String?likedUserId,?String?likedPostId);??
        ??
        ????/**??
        ?????*?將Redis里的點(diǎn)贊數(shù)據(jù)存入數(shù)據(jù)庫(kù)中??
        ?????*/
        ??
        ????void?transLikedFromRedis2DB();??
        ??
        ????/**??
        ?????*?將Redis中的點(diǎn)贊數(shù)量數(shù)據(jù)存入數(shù)據(jù)庫(kù)??
        ?????*/
        ??
        ????void?transLikedCountFromRedis2DB();??
        ??
        }??
        LikedServiceImpl 實(shí)現(xiàn)類
        import?com.solo.coderiver.user.dataobject.UserInfo;??
        import?com.solo.coderiver.user.dataobject.UserLike;??
        import?com.solo.coderiver.user.dto.LikedCountDTO;??
        import?com.solo.coderiver.user.enums.LikedStatusEnum;??
        import?com.solo.coderiver.user.repository.UserLikeRepository;??
        import?com.solo.coderiver.user.service.LikedService;??
        import?com.solo.coderiver.user.service.RedisService;??
        import?com.solo.coderiver.user.service.UserService;??
        import?lombok.extern.slf4j.Slf4j;??
        import?org.springframework.beans.factory.annotation.Autowired;??
        import?org.springframework.data.domain.Page;??
        import?org.springframework.data.domain.Pageable;??
        import?org.springframework.stereotype.Service;??
        import?org.springframework.transaction.annotation.Transactional;??
        ??
        import?java.util.List;??
        ??
        @Service??
        @Slf4j??
        public?class?LikedServiceImpl?implements?LikedService?{??
        ??
        ????@Autowired??
        ????UserLikeRepository?likeRepository;??
        ??
        ????@Autowired??
        ????RedisService?redisService;??
        ??
        ????@Autowired??
        ????UserService?userService;??
        ??
        ????@Override??
        ????@Transactional??
        ????public?UserLike?save(UserLike?userLike)?{??
        ????????return?likeRepository.save(userLike);??
        ????}??
        ??
        ????@Override??
        ????@Transactional??
        ????public?List?saveAll(List?list)?{??
        ????????return?likeRepository.saveAll(list);??
        ????}??
        ??
        ????@Override??
        ????public?Page?getLikedListByLikedUserId(String?likedUserId,?Pageable?pageable)?{??
        ????????return?likeRepository.findByLikedUserIdAndStatus(likedUserId,?LikedStatusEnum.LIKE.getCode(),?pageable);??
        ????}??
        ??
        ????@Override??
        ????public?Page?getLikedListByLikedPostId(String?likedPostId,?Pageable?pageable)?{??
        ????????return?likeRepository.findByLikedPostIdAndStatus(likedPostId,?LikedStatusEnum.LIKE.getCode(),?pageable);??
        ????}??
        ??
        ????@Override??
        ????public?UserLike?getByLikedUserIdAndLikedPostId(String?likedUserId,?String?likedPostId)?{??
        ????????return?likeRepository.findByLikedUserIdAndLikedPostId(likedUserId,?likedPostId);??
        ????}??
        ??
        ????@Override??
        ????@Transactional??
        ????public?void?transLikedFromRedis2DB()?{??
        ????????List?list?=?redisService.getLikedDataFromRedis();??
        ????????for?(UserLike?like?:?list)?{??
        ????????????UserLike?ul?=?getByLikedUserIdAndLikedPostId(like.getLikedUserId(),?like.getLikedPostId());??
        ????????????if?(ul?==?null){??
        ????????????????//沒(méi)有記錄,直接存入??
        ????????????????save(like);??
        ????????????}else{??
        ????????????????//有記錄,需要更新??
        ????????????????ul.setStatus(like.getStatus());??
        ????????????????save(ul);??
        ????????????}??
        ????????}??
        ????}??
        ??
        ????@Override??
        ????@Transactional??
        ????public?void?transLikedCountFromRedis2DB()?{??
        ????????List?list?=?redisService.getLikedCountFromRedis();??
        ????????for?(LikedCountDTO?dto?:?list)?{??
        ????????????UserInfo?user?=?userService.findById(dto.getId());??
        ????????????//點(diǎn)贊數(shù)量屬于無(wú)關(guān)緊要的操作,出錯(cuò)無(wú)需拋異常??
        ????????????if?(user?!=?null){??
        ????????????????Integer?likeNum?=?user.getLikeNum()?+?dto.getCount();??
        ????????????????user.setLikeNum(likeNum);??
        ????????????????//更新點(diǎn)贊數(shù)量??
        ????????????????userService.updateInfo(user);??
        ????????????}??
        ????????}??
        ????}??
        }??
        數(shù)據(jù)庫(kù)的操作就這些,主要還是增刪改查。學(xué)習(xí)資料:Java進(jìn)階視頻資源

        四、開(kāi)啟定時(shí)任務(wù)持久化存儲(chǔ)到數(shù)據(jù)庫(kù)

        定時(shí)任務(wù) Quartz 很強(qiáng)大,就用它了。
        Quartz 使用步驟:
        1.添加依賴
        <dependency>??
        ????<groupId>org.springframework.bootgroupId>
        ??
        ????<artifactId>spring-boot-starter-quartzartifactId>??
        dependency>??
        2.編寫配置文件
        package?com.solo.coderiver.user.config;??
        ??
        import?com.solo.coderiver.user.task.LikeTask;??
        import?org.quartz.*;??
        import?org.springframework.context.annotation.Bean;??
        import?org.springframework.context.annotation.Configuration;??
        ??
        @Configuration??
        public?class?QuartzConfig?{??
        ??
        ????private?static?final?String?LIKE_TASK_IDENTITY?=?"LikeTaskQuartz";??
        ??
        ????@Bean??
        ????public?JobDetail?quartzDetail(){??
        ????????return?JobBuilder.newJob(LikeTask.class).withIdentity(LIKE_TASK_IDENTITY).storeDurably().build();??
        ????}??
        ??
        ????@Bean??
        ????public?Trigger?quartzTrigger(){??
        ????????SimpleScheduleBuilder?scheduleBuilder?=?SimpleScheduleBuilder.simpleSchedule()??
        //????????????????.withIntervalInSeconds(10)??//設(shè)置時(shí)間周期單位秒??
        ????????????????.withIntervalInHours(2)??//兩個(gè)小時(shí)執(zhí)行一次??
        ????????????????.repeatForever();??
        ????????return?TriggerBuilder.newTrigger().forJob(quartzDetail())??
        ????????????????.withIdentity(LIKE_TASK_IDENTITY)??
        ????????????????.withSchedule(scheduleBuilder)??
        ????????????????.build();??
        ????}??
        }??
        3.編寫執(zhí)行任務(wù)的類繼承自 QuartzJobBean
        package?com.solo.coderiver.user.task;??
        ??
        import?com.solo.coderiver.user.service.LikedService;??
        import?lombok.extern.slf4j.Slf4j;??
        import?org.apache.commons.lang.time.DateUtils;??
        import?org.quartz.JobExecutionContext;??
        import?org.quartz.JobExecutionException;??
        import?org.springframework.beans.factory.annotation.Autowired;??
        import?org.springframework.scheduling.quartz.QuartzJobBean;??
        ??
        import?java.text.SimpleDateFormat;??
        import?java.util.Date;??
        ??
        /**??
        ?*?點(diǎn)贊的定時(shí)任務(wù)??
        ?*/
        ??
        @Slf4j??
        public?class?LikeTask?extends?QuartzJobBean?{??
        ??
        ????@Autowired??
        ????LikedService?likedService;??
        ??
        ????private?SimpleDateFormat?sdf?=?new?SimpleDateFormat("yyyy-MM-dd?HH:mm:ss");??
        ??
        ????@Override??
        ????protected?void?executeInternal(JobExecutionContext?jobExecutionContext)?throws?JobExecutionException?{??
        ??
        ????????log.info("LikeTask--------?{}",?sdf.format(new?Date()));??
        ??
        ????????//將?Redis?里的點(diǎn)贊信息同步到數(shù)據(jù)庫(kù)里??
        ????????likedService.transLikedFromRedis2DB();??
        ????????likedService.transLikedCountFromRedis2DB();??
        ????}??
        }??
        在定時(shí)任務(wù)中直接調(diào)用 LikedService 封裝的方法完成數(shù)據(jù)同步。
        以上就是點(diǎn)贊功能的設(shè)計(jì)與實(shí)現(xiàn),不足之處還請(qǐng)各位大佬多多指教。
        另外,點(diǎn)贊/取消點(diǎn)贊 跟 點(diǎn)贊數(shù) +1/ -1 應(yīng)該保證是原子操作,不然出現(xiàn)并發(fā)問(wèn)題就會(huì)有兩條重復(fù)的點(diǎn)贊記錄,所以要給整個(gè)原子操作加鎖。
        同時(shí)需要在Spring Boot 的系統(tǒng)關(guān)閉鉤子函數(shù)中補(bǔ)充同步redis中點(diǎn)贊數(shù)據(jù)到mysql中的過(guò)程 . 不然有可能出現(xiàn)距離上一次同步1小時(shí)59分的時(shí)候服務(wù)器更新,把整整兩小時(shí)的點(diǎn)贊數(shù)據(jù)都給清空了。如果點(diǎn)贊設(shè)計(jì)到比較重要活動(dòng)業(yè)務(wù)的話這就很尷尬了 。


        END


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