redisTemplate实现轻量级消息队列, 异步处理excel并实现腾讯云cos文件上传下载

背景

公司项目有个需求, 前端上传excel文件, 后端读取数据、处理数据、返回错误数据, 最简单的方式同步处理, 客户端上传文件后一直阻塞等待响应, 但用户体验无疑很差, 处理数据可能十分耗时, 没人愿意傻等, 由于项目暂未使用ActiveMQ等消息队列中间件, 而redis的lpush和rpop很适合作为一种轻量级的消息队列实现, 所以用它完成此次功能开发

一、本文涉及知识点

1. excel文件读写--阿里easyexcel sdk
2. 文件上传、下载--腾讯云对象存储
3. 远程服务调用--restTemplate
4. 生产者、消费者--redisTemplate leftPush和rightPop操作
5. 异步处理数据--Executors线程池
6. 读取网络文件流--HttpClient
7. 自定义注解实现用户身份认证--JWT token认证, 拦截器拦截标注有@LoginRequired注解的请求入口

当然, Java实现咯

涉及的知识点比较多, 每一个知识点都可以作为专题进行学习分析, 本文将完整实现呈现出来, 后期拆分与小伙伴分享学习

二、项目目录结构

说明: 数据库DAO层放到另一个模块了, 不是本文重点

三、主要maven依赖

1. easyexcel

<easyexcel-latestVersion>1.1.2-beta4</easyexcel-latestVersion>

		<dependency>
			<groupId>com.alibaba</groupId>
			<artifactId>easyexcel</artifactId>
			<version>${easyexcel-latestVersion}</version>
		</dependency>

1. JWT

		<dependency>
			<groupId>io.jsonwebtoken</groupId>
			<artifactId>jjwt</artifactId>
			<version>0.7.0</version>
		</dependency>

1. redis

		<dependency>
			<groupId>org.springframework.boot</groupId>
			<artifactId>spring-boot-starter-redis</artifactId>
			<version>1.3.5.RELEASE</version>
		</dependency>

1. 腾讯cos

		<dependency>
			<groupId>com.qcloud</groupId>
			<artifactId>cos_api</artifactId>
			<version>5.4.5</version>
		</dependency>

四、流程

1. 用户上传文件
2. 将文件存储到腾讯cos
3. 将上传后的文件id及上传记录保存到数据库
4. redis生产一条导入消息, 即保存文件id到redis
5. 请求结束, 返回"处理中"状态
6. redis消费消息
7. 读取cos文件, 异步处理数据
8. 将错误数据以excel形式上传至cos, 以供用户下载, 并更新处理状态为"处理完成"
9. 客户端轮询查询处理状态, 并可以下载错误文件
10. 结束

五、实现效果

1. 上传文件
   
   

2. 数据库导入记录
   
   

3. 导入的数据
   
   

4. 下载错误文件
   
   

5. 错误数据提示
   
   

6. 查询导入记录
   
   

六、代码实现

1、导入excel控制层

    @LoginRequired
    @RequestMapping(value = "doImport", method = RequestMethod.POST)
    public JsonResponse doImport(@RequestParam("file") MultipartFile file, HttpServletRequest request) {
        PLUser user = getUser(request);
        return orderImportService.doImport(file, user.getId());
    }

2、service层

    @Override
    public JsonResponse doImport(MultipartFile file, Integer userId) {
        if (null == file || file.isEmpty()) {
            throw new ServiceException("文件不能为空");
        }

        String filename = file.getOriginalFilename();
        if (!checkFileSuffix(filename)) {
            throw new ServiceException("当前仅支持xlsx格式的excel");
        }

        // 存储文件
        String fileId = saveToOss(file);
        if (StringUtils.isBlank(fileId)) {
            throw new ServiceException("文件上传失败, 请稍后重试");
        }

        // 保存记录到数据库
        saveRecordToDB(userId, fileId, filename);

        // 生产一条订单导入消息
        redisProducer.produce(RedisKey.orderImportKey, fileId);

        return JsonResponse.ok("导入成功, 处理中...");
    }

    /**
     * 校验文件格式
     * @param fileName
     * @return
     */
    private static boolean checkFileSuffix(String fileName) {
        if (StringUtils.isBlank(fileName) || fileName.lastIndexOf(".") <= 0) {
            return false;
        }

        int pointIndex = fileName.lastIndexOf(".");
        String suffix = fileName.substring(pointIndex, fileName.length()).toLowerCase();
        if (".xlsx".equals(suffix)) {
            return true;
        }

        return false;
    }

   /**
     * 将文件存储到腾讯OSS
     * @param file
     * @return
     */
    private String saveToOss(MultipartFile file) {
        InputStream ins = null;
        try {
            ins = file.getInputStream();
        } catch (IOException e) {
            e.printStackTrace();
        }

        String fileId;
        try {
            String originalFilename = file.getOriginalFilename();
            File f = new File(originalFilename);
            inputStreamToFile(ins, f);
            FileSystemResource resource = new FileSystemResource(f);

            MultiValueMap<String, Object> param = new LinkedMultiValueMap<>();
            param.add("file", resource);

            ResponseResult responseResult = restTemplate.postForObject(txOssUploadUrl, param, ResponseResult.class);
            fileId = (String) responseResult.getData();
        } catch (Exception e) {
            fileId = null;
        }

        return fileId;
    }

3、redis生产者

@Service
public class RedisProducerImpl implements RedisProducer {

    @Autowired
    private RedisTemplate redisTemplate;

    @Override
    public JsonResponse produce(String key, String msg) {
        Map<String, String> map = Maps.newHashMap();
        map.put("fileId", msg);
        redisTemplate.opsForList().leftPush(key, map);
        return JsonResponse.ok();
    }

}

4、redis消费者

@Service
public class RedisConsumer {

    @Autowired
    public RedisTemplate redisTemplate;

    @Value("${txOssFileUrl}")
    private String txOssFileUrl;

    @Value("${txOssUploadUrl}")
    private String txOssUploadUrl;

    @PostConstruct
    public void init() {
        processOrderImport();
    }

    /**
     * 处理订单导入
     */
    private void processOrderImport() {
        ExecutorService executorService = Executors.newCachedThreadPool();
        executorService.execute(() -> {
            while (true) {
                Object object = redisTemplate.opsForList().rightPop(RedisKey.orderImportKey, 1, TimeUnit.SECONDS);
                if (null == object) {
                    continue;
                }
                String msg = JSON.toJSONString(object);
                executorService.execute(new OrderImportTask(msg, txOssFileUrl, txOssUploadUrl));
            }
        });
    }

}

5、处理任务线程类

public class OrderImportTask implements Runnable {
    public OrderImportTask(String msg, String txOssFileUrl, String txOssUploadUrl) {
        this.msg = msg;
        this.txOssFileUrl = txOssFileUrl;
        this.txOssUploadUrl = txOssUploadUrl;
    }
}

    /**
     * 注入bean
     */
    private void autowireBean() {
        this.restTemplate = BeanContext.getApplicationContext().getBean(RestTemplate.class);
        this.transactionTemplate = BeanContext.getApplicationContext().getBean(TransactionTemplate.class);
        this.orderImportService = BeanContext.getApplicationContext().getBean(OrderImportService.class);
    }

    @Override
    public void run() {
        // 注入bean
        autowireBean();

        JSONObject jsonObject = JSON.parseObject(msg);
        String fileId = jsonObject.getString("fileId");

        MultiValueMap<String, Object> param = new LinkedMultiValueMap<>();
        param.add("id", fileId);

        ResponseResult responseResult = restTemplate.postForObject(txOssFileUrl, param, ResponseResult.class);
        String fileUrl = (String) responseResult.getData();
        if (StringUtils.isBlank(fileUrl)) {
            return;
        }

        InputStream inputStream = HttpClientUtil.readFileFromURL(fileUrl);
        List<Object> list = ExcelUtil.read(inputStream);
        process(list, fileId);
    }

    /**
     * 将文件上传至oss
     * @param file
     * @return
     */
    private String saveToOss(File file) {
        String fileId;
        try {
            FileSystemResource resource = new FileSystemResource(file);
            MultiValueMap<String, Object> param = new LinkedMultiValueMap<>();
            param.add("file", resource);

            ResponseResult responseResult = restTemplate.postForObject(txOssUploadUrl, param, ResponseResult.class);
            fileId = (String) responseResult.getData();
        } catch (Exception e) {
            fileId = null;
        }
        return fileId;
    }

说明: 处理数据的业务逻辑代码就不用贴了

6、上传文件到cos

    @RequestMapping("/txOssUpload")
    @ResponseBody
    public ResponseResult txOssUpload(@RequestParam("file") MultipartFile file) throws UnsupportedEncodingException {
        if (null == file || file.isEmpty()) {
            return ResponseResult.fail("文件不能为空");
        }

        String originalFilename = file.getOriginalFilename();
        originalFilename = MimeUtility.decodeText(originalFilename);// 解决中文乱码问题
        String contentType = getContentType(originalFilename);
        String key;

        InputStream ins = null;
        File f = null;

        try {
            ins = file.getInputStream();
            f = new File(originalFilename);
            inputStreamToFile(ins, f);
            key = iFileStorageClient.txOssUpload(new FileInputStream(f), originalFilename, contentType);
        } catch (Exception e) {
            return ResponseResult.fail(e.getMessage());
        } finally {
            if (null != ins) {
                try {
                    ins.close();
                } catch (IOException e) {
                    e.printStackTrace();
                }
            }
            if (f.exists()) {// 删除临时文件
                f.delete();
            }
        }

        return ResponseResult.ok(key);
    }

    public static void inputStreamToFile(InputStream ins,File file) {
        try {
            OutputStream os = new FileOutputStream(file);
            int bytesRead = 0;
            byte[] buffer = new byte[8192];
            while ((bytesRead = ins.read(buffer, 0, 8192)) != -1) {
                os.write(buffer, 0, bytesRead);
            }
            os.close();
            ins.close();
        } catch (Exception e) {
            e.printStackTrace();
        }
    }

    public String txOssUpload(FileInputStream inputStream, String key, String contentType) {
        key = Uuid.getUuid() + "-" + key;
        OSSUtil.txOssUpload(inputStream, key, contentType);
        try {
            if (null != inputStream) {
                inputStream.close();
            }
        } catch (IOException e) {
            e.printStackTrace();
        }
        return key;
    }

    public static void txOssUpload(FileInputStream inputStream, String key, String contentType) {
        ObjectMetadata objectMetadata = new ObjectMetadata();
        try{
            int length = inputStream.available();
            objectMetadata.setContentLength(length);
        }catch (Exception e){
            logger.info(e.getMessage());
        }
        objectMetadata.setContentType(contentType);
        cosclient.putObject(txbucketName, key, inputStream, objectMetadata);
    }

7、下载文件

    /**
     * 腾讯云文件下载
     * @param response
     * @param id
     * @return
     */
    @RequestMapping("/txOssDownload")
    public Object txOssDownload(HttpServletResponse response, String id) {
        COSObjectInputStream cosObjectInputStream = iFileStorageClient.txOssDownload(id, response);
        String contentType = getContentType(id);
        FileUtil.txOssDownload(response, contentType, cosObjectInputStream, id);
        return null;
    }

    public static void txOssDownload(HttpServletResponse response, String contentType, InputStream fileStream, String fileName) {
        FileOutputStream fos = null;
        response.reset();
        OutputStream os = null;
        try {
            response.setContentType(contentType + "; charset=utf-8");
            if(!contentType.equals(PlConstans.FileContentType.image)){
                try {
                    response.setHeader("Content-Disposition", "attachment; filename=" + new String(fileName.getBytes("UTF-8"), "ISO8859-1"));
                } catch (UnsupportedEncodingException e) {
                    response.setHeader("Content-Disposition", "attachment; filename=" + fileName);
                    logger.error("encoding file name failed", e);
                }
            }

            os = response.getOutputStream();

            byte[] b = new byte[1024 * 1024];
            int len;
            while ((len = fileStream.read(b)) > 0) {
                os.write(b, 0, len);
                os.flush();
                try {
                    if(fos != null) {
                        fos.write(b, 0, len);
                        fos.flush();
                    }
                } catch (Exception e) {
                    logger.error(e.getMessage());
                }
            }
        } catch (IOException e) {
            IOUtils.closeQuietly(fos);
            fos = null;
        } finally {
            IOUtils.closeQuietly(os);
            IOUtils.closeQuietly(fileStream);
            if(fos != null) {
                IOUtils.closeQuietly(fos);
            }
        }
    }

8、读取网络文件流

	/**
	 * 读取网络文件流
	 * @param url
	 * @return
	 */
	public static InputStream readFileFromURL(String url) {
		if (StringUtils.isBlank(url)) {
			return null;
		}

		HttpClient httpClient = new DefaultHttpClient();
		HttpGet methodGet = new HttpGet(url);
		try {
			HttpResponse response = httpClient.execute(methodGet);
			if (response.getStatusLine().getStatusCode() == 200) {
				HttpEntity entity = response.getEntity();
				return entity.getContent();
			}
		} catch (Exception e) {
			e.printStackTrace();
		}
		return null;
	}

9、ExcelUtil

    /**
     * 读excel
     * @param inputStream 文件输入流
     * @return list集合
     */
    public static List<Object> read(InputStream inputStream) {
        return EasyExcelFactory.read(inputStream, new Sheet(1, 1));
    }

    /**
     * 写excel
     * @param data list数据
     * @param clazz
     * @param saveFilePath 文件保存路径
     * @throws IOException
     */
    public static void write(List<? extends BaseRowModel> data, Class<? extends BaseRowModel> clazz, String saveFilePath) throws IOException {
        File tempFile = new File(saveFilePath);
        OutputStream out = new FileOutputStream(tempFile);
        ExcelWriter writer = EasyExcelFactory.getWriter(out);
        Sheet sheet = new Sheet(1, 3, clazz, "Sheet1", null);
        writer.write(data, sheet);
        writer.finish();
        out.close();
    }

说明: 至此, 整个流程算是完整了, 下面将其他知识点代码也贴出来参考

七、其他

1、@LoginRequired注解

/**
 * 在需要登录验证的Controller的方法上使用此注解
 */
@Target({ElementType.METHOD})
@Retention(RetentionPolicy.RUNTIME)
public @interface LoginRequired {
}

2、MyControllerAdvice

@ControllerAdvice
public class MyControllerAdvice {

    @ResponseBody
    @ExceptionHandler(TokenValidationException.class)
    public JsonResponse tokenValidationExceptionHandler() {
        return JsonResponse.loginInvalid();
    }

    @ResponseBody
    @ExceptionHandler(ServiceException.class)
    public JsonResponse serviceExceptionHandler(ServiceException se) {
        return JsonResponse.fail(se.getMsg());
    }

    @ResponseBody
    @ExceptionHandler(Exception.class)
    public JsonResponse exceptionHandler(Exception e) {
        e.printStackTrace();
        return JsonResponse.fail(e.getMessage());
    }

}

3、AuthenticationInterceptor

public class AuthenticationInterceptor implements HandlerInterceptor {

    private static final String CURRENT_USER = "user";

    @Autowired
    private UserService userService;

    @Override
    public boolean preHandle(HttpServletRequest request, HttpServletResponse response, Object handler) {
        // 如果不是映射到方法直接通过
        if (!(handler instanceof HandlerMethod)) {
            return true;
        }
        HandlerMethod handlerMethod = (HandlerMethod) handler;
        Method method = handlerMethod.getMethod();

        // 判断接口是否有@LoginRequired注解, 有则需要登录
        LoginRequired methodAnnotation = method.getAnnotation(LoginRequired.class);
        if (methodAnnotation != null) {
            // 验证token
            Integer userId = JwtUtil.verifyToken(request);
            PLUser plUser = userService.selectByPrimaryKey(userId);
            if (null == plUser) {
                throw new RuntimeException("用户不存在，请重新登录");
            }
            request.setAttribute(CURRENT_USER, plUser);
            return true;
        }
        return true;
    }

    @Override
    public void postHandle(HttpServletRequest httpServletRequest, HttpServletResponse httpServletResponse, Object o, ModelAndView modelAndView) throws Exception {
    }

    @Override
    public void afterCompletion(HttpServletRequest httpServletRequest, HttpServletResponse httpServletResponse, Object o, Exception e) throws Exception {
    }
}

4、JwtUtil

    public static final long EXPIRATION_TIME = 2592_000_000L; // 有效期30天
    public static final String SECRET = "pl_token_secret";
    public static final String HEADER = "token";
    public static final String USER_ID = "userId";

    /**
     * 根据userId生成token
     * @param userId
     * @return
     */
    public static String generateToken(String userId) {
        HashMap<String, Object> map = new HashMap<>();
        map.put(USER_ID, userId);
        String jwt = Jwts.builder()
                .setClaims(map)
                .setExpiration(new Date(System.currentTimeMillis() + EXPIRATION_TIME))
                .signWith(SignatureAlgorithm.HS512, SECRET)
                .compact();
        return jwt;
    }

    /**
     * 验证token
     * @param request
     * @return 验证通过返回userId
     */
    public static Integer verifyToken(HttpServletRequest request) {
        String token = request.getHeader(HEADER);
        if (token != null) {
            try {
                Map<String, Object> body = Jwts.parser()
                        .setSigningKey(SECRET)
                        .parseClaimsJws(token)
                        .getBody();

                for (Map.Entry entry : body.entrySet()) {
                    Object key = entry.getKey();
                    Object value = entry.getValue();
                    if (key.toString().equals(USER_ID)) {
                        return Integer.valueOf(value.toString());// userId
                    }
                }
                return null;
            } catch (Exception e) {
                logger.error(e.getMessage());
                throw new TokenValidationException("unauthorized");
            }
        } else {
            throw new TokenValidationException("missing token");
        }
    }

结语: OK, 搞定,睡了, 好困