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          Redis高效實(shí)現(xiàn)點(diǎn)贊、取消點(diǎn)贊功能,太騷了!

          共 18059字,需瀏覽 37分鐘

           ·

          2022-05-15 19:52

          大家好,我是寶哥!

          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,大量的操作會(huì)影響數(shù)據(jù)庫性能,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)庫設(shè)計(jì)

          • 數(shù)據(jù)庫操作

          • 開啟定時(shí)任務(wù)持久化存儲(chǔ)到數(shù)據(jù)庫

          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)。

          下面來對(duì)這5種數(shù)據(jù)結(jié)構(gòu)類型作簡單的介紹:

          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,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)庫設(shè)計(jì)

          數(shù)據(jù)庫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)庫操作

          操作數(shù)據(jù)庫同樣封裝在接口中

          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(即查詢都誰給這個(gè)人點(diǎn)贊過)??
          ?????*?@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)人都給誰點(diǎn)贊過)??
          ?????*?@param?likedPostId??
          ?????*?@param?pageable??
          ?????*?@return??
          ?????*/
          ??
          ????Page?getLikedListByLikedPostId(String?likedPostId,?Pageable?pageable);??
          ??
          ????/**??
          ?????*?通過被點(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)庫中??
          ?????*/
          ??
          ????void?transLikedFromRedis2DB();??
          ??
          ????/**??
          ?????*?將Redis中的點(diǎn)贊數(shù)量數(shù)據(jù)存入數(shù)據(jù)庫??
          ?????*/
          ??
          ????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)量屬于無關(guān)緊要的操作,出錯(cuò)無需拋異常??
          ????????????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、開啟定時(shí)任務(wù)持久化存儲(chǔ)到數(shù)據(jù)庫

          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 。

          作者:阿★永
          來源:blog.csdn.net/lsy0903/article/details/103949459

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