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第三章：Redis，一站式高性能存储方案

一、Redis入门

Redis 是一款基于键值对的NoSQL数据库，它的值支持多种数据结构：字符串(strings)、哈希(hashes)、列表(lists)、集合(sets)、有序集合(sorted sets)等。
Redis将所有的数据都存放在内存中，所以它的读写性能十分惊人。同时，Redis还可以将内存中的数据以快照或日志的形式保存到硬盘上，以保证数据的安全性。
Redis典型的应用场景包括：缓存、排行榜、计数器、社交网络、消息队列等。

二、Spring整合Redis

引入依赖
- spring-boot-starter-data-redis
配置Redis
- 配置数据库参数
- 编写配置类，构造 RedisTemplate
访问Redis
- redisTemplate.opsForValue()
- redisTemplate.opsForHash()
- redisTemplate.opsForList()
- redisTemplate.opsForSet()
- redisTemplate.opsForZSet()

1. config包

在 config 包中创建 RedisConfig 类，代码如下：

@Configuration
public class RedisConfig {

    @Bean
    public RedisTemplate<String, Object> redisTemplate(RedisConnectionFactory factory) {
        RedisTemplate<String, Object> template = new RedisTemplate<>();
        template.setConnectionFactory(factory);

        // 设置key的序列化方式
        template.setKeySerializer(RedisSerializer.string());

        // 设置value的序列化方式
        template.setValueSerializer(RedisSerializer.json());

        // 设置hash的key序列化方式
        template.setHashKeySerializer(RedisSerializer.string());

        // 设置hash的value序列化方式
        template.setHashValueSerializer(RedisSerializer.json());

        template.afterPropertiesSet();;
        return template;
    }
}

2. 修改配置文件

在 application.properties 中添加配置信息：

#RedisProperties
spring.redis.database=11
spring.redis.host=localhost
spring.redis.port=6379

3. 测试类

添加 RedisTests 测试类，各种测试的代码如下：

@SpringBootTest
@ContextConfiguration(classes = CommunityApplication.class)
public class RedisTests {

    @Autowired
    private RedisTemplate redisTemplate;

    @Test
    public void testStrings() {
        String redisKey = "test:count";

        System.out.println("result:");
        redisTemplate.opsForValue().set(redisKey, 1);

        System.out.println(redisTemplate.opsForValue().get(redisKey));
        System.out.println(redisTemplate.opsForValue().increment(redisKey));
        System.out.println(redisTemplate.opsForValue().decrement(redisKey));
    }


    @Test
    public void testHashes() {
        String redisKey = "test:user";

        redisTemplate.opsForHash().put(redisKey, "id", 1);
        redisTemplate.opsForHash().put(redisKey, "username", "zhangsan");

        System.out.println(redisTemplate.opsForHash().get(redisKey, "id"));
        System.out.println(redisTemplate.opsForHash().get(redisKey, "username"));
    }

    @Test
    public void testLists() {
        String redisKey = "test:ids";

        redisTemplate.opsForList().leftPush(redisKey, 101);
        redisTemplate.opsForList().leftPush(redisKey, 102);
        redisTemplate.opsForList().leftPush(redisKey, 103);

        System.out.println(redisTemplate.opsForList().size(redisKey));
        System.out.println(redisTemplate.opsForList().index(redisKey, 0));
        System.out.println(redisTemplate.opsForList().range(redisKey,0, 2));

        System.out.println(redisTemplate.opsForList().leftPop(redisKey));
        System.out.println(redisTemplate.opsForList().leftPop(redisKey));
        System.out.println(redisTemplate.opsForList().leftPop(redisKey));
    }

    @Test
    public void testSet() {
        String redisKey = "test:teacher";

        redisTemplate.opsForSet().add(redisKey,"张三", "李四", "王五", "赵六");

        System.out.println(redisTemplate.opsForSet().size(redisKey));
        System.out.println(redisTemplate.opsForSet().pop(redisKey));
        System.out.println(redisTemplate.opsForSet().members(redisKey));
    }

    @Test
    public void testSortedSet() {
        String redisKey = "test:students";

        redisTemplate.opsForZSet().add(redisKey, "张三", 10);
        redisTemplate.opsForZSet().add(redisKey, "李四", 20);
        redisTemplate.opsForZSet().add(redisKey, "王五", 40);
        redisTemplate.opsForZSet().add(redisKey, "赵六", 30);

        System.out.println(redisTemplate.opsForZSet().zCard(redisKey));
        System.out.println(redisTemplate.opsForZSet().score(redisKey,"张三"));
        System.out.println(redisTemplate.opsForZSet().reverseRank(redisKey,"张三"));
        System.out.println(redisTemplate.opsForZSet().reverseRange(redisKey,0, 2));
    }

    @Test
    public void testKeys() {
        redisTemplate.delete("test:user");

        System.out.println(redisTemplate.hasKey("test:user"));

       redisTemplate.expire("test:students", 10, TimeUnit.SECONDS);
    }

    // 多次访问同一个key
    @Test
    public void testBoundOperations() {
        String redisKey = "test:count";
        BoundValueOperations operations = redisTemplate.boundValueOps(redisKey);
        operations.increment();
        operations.increment();
        operations.increment();
        operations.increment();
        operations.increment();
        operations.increment();
        System.out.println(operations.get());
    }

    // 编程式事务
    @Test
    public void testTransactional() {
        Object obj = redisTemplate.execute(new SessionCallback() {
            @Override
            public Object execute(RedisOperations operations) throws DataAccessException {
                String redisKey = "test:tx";

                operations.multi();

                operations.opsForSet().add(redisKey, "aa");
                operations.opsForSet().add(redisKey, "bb");
                operations.opsForSet().add(redisKey, "cc");

                return operations.exec();
            }
        });
        System.out.println(obj);
    }
}

三、点赞

点赞
- 支持对帖子、评论点赞。
- 第1次点赞，第2次取消点赞。
首页点赞数量
- 统计帖子的点赞数量。
详情页面点赞数量
- 统计点赞数量。
- 显示点赞状态。

1. util包

在 util 包下创建 RedisKeyUtil 类，代码如下：

public class RedisKeyUtil {

    public static final String SPLIT = ":";

    private static final String PREFIX_ENTITY_LIKE = "like:entity";

    // 某个实体的赞
    // like:entity:entityType:entityId -> set(userId)
    public static String getEntityLikeKey(int entityType, int entityId) {
        return PREFIX_ENTITY_LIKE + SPLIT + entityType + SPLIT + entityId;
    }
}

2. service包

创建 LikeService 类，代码如下：

@Service
public class LikeService {

    @Autowired
    private RedisTemplate redisTemplate;

    // 点赞
    public void like(int userId, int entityType, int entityId) {

        String entityLikeKey = RedisKeyUtil.getEntityLikeKey(entityType, entityId);
        Boolean ismember = redisTemplate.opsForSet().isMember(entityLikeKey, userId);
        if (ismember) {
            redisTemplate.opsForSet().remove(entityLikeKey, userId);
        } else {
            redisTemplate.opsForSet().add(entityLikeKey, userId);
        }
    }

    // 查询某实体点赞的数量
    public long findEntityLikeCount(int entityType, int entityId) {
        String entityLikeKey = RedisKeyUtil.getEntityLikeKey(entityType, entityId);
        return redisTemplate.opsForSet().size(entityLikeKey);
    }

    // 查询某人对某实体的点赞状态
    public int findEntityLikeStatus(int userId, int entityType, int entityId) {
        String entityLikeKey = RedisKeyUtil.getEntityLikeKey(entityType, entityId);
        return redisTemplate.opsForSet().isMember(entityLikeKey, userId) ? 1 : 0;
    }
}

2. controller层

创建 LikeController 层，代码如下：

@Controller
public class LikeController {

    @Autowired
    private LikeService likeService;

    @Autowired
    HostHolder hostHolder;


    @RequestMapping(value = "/like", method = RequestMethod.POST)
    @ResponseBody
    public String like(int entityType, int entityId) {
        User user = hostHolder.getUser();

        // 点赞zzz
        likeService.like(user.getId(), entityType, entityId);

        // 数量
        long likeCount = likeService.findEntityLikeCount(entityType, entityId);

        // 状态
        int likeStatus = likeService.findEntityLikeStatus(user.getId(), entityType, entityId);

        // 返回的结果
        Map<String, Object> map = new HashMap<>();
        map.put("likeCount", likeCount);
        map.put("likeStatus", likeStatus);

        return CommunityUtil.getJSONString(0, null, map);
    }
}

在 DiscussPostController 和 HomeController 类中添加查询点赞数量和点赞状态的方法，代码如下：

@Controller
@RequestMapping("/discuss")
public class DiscussPostController implements CommunityConstant {

    @Autowired
    private DiscussPostService discussPostService;

    @Autowired
    private HostHolder hostHolder;

    @Autowired
    private UserService userService;

    @Autowired
    private CommentService commentService;


    @Autowired
    private LikeService likeService;

    @RequestMapping(path = "/add", method = RequestMethod.POST)
    @ResponseBody
    public String addDiscussPost(String title, String content) {
        User user = hostHolder.getUser();
        if (user == null) {
            return CommunityUtil.getJSONString(403,"你还没有登录哦！");
        }

        DiscussPost post = new DiscussPost();
        post.setUserId(user.getId());
        post.setTitle(title);
        post.setContent(content);
        post.setCreateTime(new Date());
        discussPostService.addDiscussPost(post);

        // 报错的情况，会统一处理
        return CommunityUtil.getJSONString(0, "发布成功!");
    }

    @RequestMapping(path = "/detail/{discussPostId}", method = RequestMethod.GET)
    public String getDiscussPost(@PathVariable("discussPostId") int discussPostId, Model model, Page page) {
        // 帖子
        DiscussPost post = discussPostService.findDiscussPostById(discussPostId);
        model.addAttribute("post", post);

        // 作者
        User user = userService.findUserById(post.getUserId());
        model.addAttribute("user", user);

        // 点赞数量
        long likeCount = likeService.findEntityLikeCount(ENTITY_TYPE_POST, discussPostId);
        model.addAttribute("likeCount", likeCount);

        // 点赞状态
        int likeStatus = hostHolder.getUser() == null ? 0 :
                likeService.findEntityLikeStatus(hostHolder.getUser().getId(), ENTITY_TYPE_POST, discussPostId);
        model.addAttribute("likeStatus", likeStatus);

        // 评论分页信息
        page.setLimit(5);
        page.setPath("/discuss/detail/" + discussPostId);
        page.setRows(post.getCommentCount());

        // 评论: 给帖子的评论
        // 回复: 给评论的评论
        // 评论列表
        List<Comment> commentList = commentService.findCommentsByEntity(
                ENTITY_TYPE_POST, post.getId(), page.getOffset(), page.getLimit());
        // 评论VO列表
        List<Map<String, Object>> commentVoList = new ArrayList<>();
        if (commentList != null) {
            for (Comment comment : commentList) {

                // 评论VO
                Map<String, Object> commentVo = new HashMap<>();
                // 评论
                commentVo.put("comment", comment);
                // 查询到评论的作者
                commentVo.put("user", userService.findUserById(comment.getUserId()));

                // 点赞数量
                likeCount = likeService.findEntityLikeCount(ENTITY_TYPE_COMMENT, comment.getId());
                commentVo.put("likeCount", likeCount);

                // 点赞状态
                 likeStatus = hostHolder.getUser() == null ? 0 :
                        likeService.findEntityLikeStatus(hostHolder.getUser().getId(), ENTITY_TYPE_COMMENT, comment.getId());
                commentVo.put("likeStatus", likeStatus);

                // 回复列表
                List<Comment> replyList = commentService.findCommentsByEntity(
                        ENTITY_TYPE_COMMENT, comment.getId(), 0, Integer.MAX_VALUE);
                // 回复VO列表
                List<Map<String, Object>> replyVoList = new ArrayList<>();
                if (replyList != null) {
                    for (Comment reply : replyList) {
                        Map<String, Object> replyVo = new HashMap<>();
                        // 回复
                        replyVo.put("reply", reply);
                        // 作者
                        replyVo.put("user", userService.findUserById(reply.getUserId()));
                        // 回复目标
                        User target = reply.getTargetId() == 0 ? null : userService.findUserById(reply.getTargetId());
                        replyVo.put("target", target);

                        // 点赞数量
                        likeCount = likeService.findEntityLikeCount(ENTITY_TYPE_COMMENT, reply.getId());
                        replyVo.put("likeCount", likeCount);

                        // 点赞状态
                        likeStatus = hostHolder.getUser() == null ? 0 :
                                likeService.findEntityLikeStatus(hostHolder.getUser().getId(), ENTITY_TYPE_COMMENT, reply.getId());
                        replyVo.put("likeStatus", likeStatus);

                        replyVoList.add(replyVo);
                    }
                }
                commentVo.put("replys", replyVoList);

                // 回复数量
                int replyCount = commentService.findCommentCount(ENTITY_TYPE_COMMENT, comment.getId());
                commentVo.put("replyCount", replyCount);

                commentVoList.add(commentVo);
            }
        }

        model.addAttribute("comments", commentVoList);

        return "/site/discuss-detail";
    }

}

@Controller
public class HomeController implements CommunityConstant {

    @Autowired
    private DiscussPostService discussPostService;

    @Autowired
    private UserService userService;

    @Autowired
    private LikeService likeService;

    @RequestMapping(path = "/index", method = RequestMethod.GET)
    public String getIndexPage(Model model, Page page) {
        // 方法调用时，SpringMVC会自动实例化Model和Page。并将Page注入到Model
        // 所以，在thymeleaf中可以直接访问page对象中的数据
        page.setRows(discussPostService.findDiscussPostRows(0));
        page.setPath("/index");

        List<DiscussPost> list = discussPostService.findDiscussPosts(0, page.getOffset(), page.getLimit());
        List<Map<String, Object>> discussPosts = new ArrayList<>();
        if (list != null) {
            for (DiscussPost post : list) {
                Map<String, Object> map = new HashMap<>();
                map.put("post", post);
                User user = userService.findUserById(post.getUserId());
                map.put("user", user);

                long likeCount = likeService.findEntityLikeCount(ENTITY_TYPE_POST, post.getId());
                map.put("likeCount", likeCount);

                discussPosts.add(map);

            }
        }

        model.addAttribute("discussPosts", discussPosts);
        return "/index";
    }

    @RequestMapping(path = "/error", method = RequestMethod.GET)
    public String getErrorPage() {
        return "/error/500";

    }
}

4. View层

首页和帖子详情页的代码修改在汇总中进行查看。

discuss.js：

function like(btn, entityType, entityId) {
    $.post(
        CONTEXT_PATH + "/like",
        {"entityType":entityType,"entityId":entityId},
        function(data) {
            data = $.parseJSON(data);
            if(data.code == 0) {
                $(btn).children("i").text(data.likeCount);
                $(btn).children("b").text(data.likeStatus==1?'已赞':"赞");
            } else {
                alert(data.msg);
            }
        }
    );
}

5. 功能测试

在这里插入图片描述

四、我收到的赞

重构点赞功能
- 以用户为 key,记录点赞数量
- increment(key)，decrement(key)
开发个人主页
- 以用户为 key，查询点赞数量

1. util包

在 RedisKeyUtil 中添加 getUserLikeKey 方法：

 */
public class RedisKeyUtil {

    public static final String SPLIT = ":";

    private static final String PREFIX_ENTITY_LIKE = "like:entity";

    private static final String PREFIX_USER_LIKE = "like:user";

    // 某个实体的赞
    // like:entity:entityType:entityId -> set(userId)
    public static String getEntityLikeKey(int entityType, int entityId) {
        return PREFIX_ENTITY_LIKE + SPLIT + entityType + SPLIT + entityId;
    }

    // 某个用户的赞
    //like:user: userId->int
    public static String getUserLikeKey(int userId) {
        return PREFIX_USER_LIKE + SPLIT + userId;
    }
}

2. servic层

在 LikeService 中对 like 方法进行重载，并且添加 findUserLikeCount 方法，代码如下：

@Service
public class LikeService {

    @Autowired
    private RedisTemplate redisTemplate;

    // 点赞
    public void like(int userId, int entityType, int entityId, int entityUserId) {
        redisTemplate.execute(new SessionCallback() {
            @Override
            public Object execute(RedisOperations operations) throws DataAccessException {
                String entityLikeKey = RedisKeyUtil.getEntityLikeKey(entityType, entityId);
                String userLikeKey = RedisKeyUtil.getUserLikeKey(entityUserId);

                boolean isMember = operations.opsForSet().isMember(entityLikeKey, userId);

                operations.multi();

                if (isMember) {
                    operations.opsForSet().remove(entityLikeKey, userId);
                    operations.opsForValue().decrement(userLikeKey);
                } else {
                    operations.opsForSet().add(entityLikeKey, userId);
                    operations.opsForValue().increment(userLikeKey);
                }

                return operations.exec();
            }
        });
    }


    // 查询某实体点赞的数量
    public long findEntityLikeCount(int entityType, int entityId) {
        String entityLikeKey = RedisKeyUtil.getEntityLikeKey(entityType, entityId);
        return redisTemplate.opsForSet().size(entityLikeKey);
    }

    // 查询某人对某实体的点赞状态
    public int findEntityLikeStatus(int userId, int entityType, int entityId) {
        String entityLikeKey = RedisKeyUtil.getEntityLikeKey(entityType, entityId);
        return redisTemplate.opsForSet().isMember(entityLikeKey, userId) ? 1 : 0;
    }

    // 查询某个用户获得的赞
    public int findUserLikeCount(int userId) {
        String userLikeKey = RedisKeyUtil.getUserLikeKey(userId);
        Integer count = (Integer) redisTemplate.opsForValue().get(userLikeKey);
        return count == null ? 0 : count.intValue();
    }
}

3. controller层

LikeController 类中对 like 方法进行重构，代码如下：

@Controller
public class LikeController {

    @Autowired
    private LikeService likeService;

    @Autowired
    private HostHolder hostHolder;

    @RequestMapping(path = "/like", method = RequestMethod.POST)
    @ResponseBody
    public String like(int entityType, int entityId, int entityUserId) {
        User user = hostHolder.getUser();

        // 点赞
        likeService.like(user.getId(), entityType, entityId, entityUserId);

        // 数量
        long likeCount = likeService.findEntityLikeCount(entityType, entityId);
        // 状态
        int likeStatus = likeService.findEntityLikeStatus(user.getId(), entityType, entityId);
        // 返回的结果
        Map<String, Object> map = new HashMap<>();
        map.put("likeCount", likeCount);
        map.put("likeStatus", likeStatus);

        return CommunityUtil.getJSONString(0, null, map);
    }
}

UserController 中添加 getProfilePage 方法，代码如下：

@Controller
@RequestMapping("/user")
public class UserController {

    private static final Logger logger = LoggerFactory.getLogger(AlphaInterceptor.class);

    @Value("${community.path.upload}")
    private String uploadPath;

    @Value("${community.path.domain}")
    private String domain;

    @Value("${server.servlet.context-path}")
    private String contextPath;

    @Autowired
    private UserService userService;

    @Autowired
    private HostHolder hostHolder;

    @Autowired
    private LikeService likeService;

    @LoginRequired
    @RequestMapping(path = "/setting", method = RequestMethod.GET)
    public String getSettingPage() {
        return "/site/setting";
    }

    @LoginRequired
    @RequestMapping(path = "/upload", method = RequestMethod.POST)
    public String uploadHeader(MultipartFile headerImage, Model model) {
        if (headerImage == null) {
            model.addAttribute("error", "您还没有选择图片！");
            return "/site/setting";
        }

        String fileName = headerImage.getOriginalFilename();
        String suffix = fileName.substring(fileName.lastIndexOf("."));
        if (StringUtils.isBlank(suffix)) {
            model.addAttribute("error", "文件的格式不正确!");
            return "/site/setting";
        }

        // 生成随机文件名
        fileName = CommunityUtil.generateUUID() + suffix;
        // 确定文件存放的路径
        File dest = new File(uploadPath + "/" + fileName);
        // 存储文件
        try {
            headerImage.transferTo(dest);
        } catch (IOException e) {
            logger.error("上传文件失败:" + e.getMessage());
            throw new RuntimeException("上传文件失败,服务器发生异常!", e);
        }

        // 更新当前用户头像的路径
        User user = hostHolder.getUser();
        String headerUrl = domain + contextPath + "/user/header/" + fileName;
        userService.updateHeader(user.getId(), headerUrl);


        return "redirect:/index";
    }


    //暴露一个访问接口给外部
    @RequestMapping(path = "/header/{fileName}", method = RequestMethod.GET)
    public void getHeader(@PathVariable("fileName") String fileName, HttpServletResponse response) {
        // 服务器存放路径
        fileName = uploadPath + "/" + fileName;
        // 文件后缀
        String suffix = fileName.substring(fileName.lastIndexOf("."));
        // 响应图片
        response.setContentType("image/" + suffix);
        try (
                FileInputStream fis = new FileInputStream(fileName);
                OutputStream os = response.getOutputStream();
        ) {
            byte[] buffer = new byte[1024];
            int b = 0;
            while ((b = fis.read(buffer)) != -1) {
                os.write(buffer, 0, b);
            }
        } catch (IOException e) {
            logger.error("读取头像失败: " + e.getMessage());
        }
    }

    // 个人主页
    @RequestMapping(path = "/profile/{userId}", method = RequestMethod.GET)
    public String getProfilePage(@PathVariable("userId") int userId, Model model) {
        User user = userService.findUserById(userId);
        if (user == null) {
            throw new RuntimeException("该用户不存在！");
        }

        // 用户
        model.addAttribute("user", user);
        // 点赞数量
        int likeCount = likeService.findUserLikeCount(userId);
        model.addAttribute("likeCount", likeCount);

        return "/site/profile";
    }
}

4. View层

首页、帖子详情页和个人主页的代码修改在汇总中进行查看。
discuss-detail.js：

function like(btn, entityType, entityId, entityUserId) {
    $.post(
        CONTEXT_PATH + "/like",
        {"entityType":entityType,"entityId":entityId,"entityUserId":entityUserId},
        function(data) {
            data = $.parseJSON(data);
            if(data.code == 0) {
                $(btn).children("i").text(data.likeCount);
                $(btn).children("b").text(data.likeStatus==1?'已赞':"赞");
            } else {
                alert(data.msg);
            }
        }
    );
}