统计查看页面的当前用户



我正在计算页面上查看用户的数量。基本上,当用户查看URL localhost:8080/itemDetail.do?itemId=1时,页面将显示有多少用户同时在该页面上查看。

解决方案方法

当用户正在查看某个特定页面时,该页面将继续每隔1秒向服务器发送AJAX请求,然后服务器将使用Map<String, Map<String, Integer>>(均使用ConcurrentHashMap进行初始化)来包含itemId(以了解查看了哪个页面)以及IPtimeout计数(在内部Map中)。每次收到请求时,计数将增加1。在请求过程中会触发一个线程,以减少每2秒的超时计数。如果最终,超时计数等于0,应用程序将认为用户已停止查看页面,然后线程将删除该条目,因此用户数量将减少1。这种方法的一个小问题是,由于超时数的增加速度快于减少速度,如果用户打开页面足够长时间并关闭页面,那么应用程序将需要一段时间才能知道该用户已经离开了页面,因为此时的超时数是相当大的

实施

// Controller
    @RequestMapping(value = AppConstants.ACTION_NUMBER_VIEWING, method = GET)
    @ResponseBody
    public int userItemViewing(HttpServletRequest request, @RequestParam(value = "itemId") String itemId) {
        try {
            return eventService.countUserOnline(request, itemId);
        } catch (CAServiceException e) {
            e.printStackTrace();
            LOG.error("========== Error when counting number of online user ==========" + e.getMessage());
        }
        return 0;
    }
// Service
private static Map<String, Map<String, Integer>> numberOfCurrentViews;
private Thread countDownOnlineThread;
class OnlineCountingDownRunnable implements Runnable {
    private List<String> timeoutList = new ArrayList<String>();
    private void cleanTimeoutIps() {
        for (String itemId : numberOfCurrentViews.keySet()) {
            Map<String, Integer> currentIps = numberOfCurrentViews.get(itemId);
            for(String ip : timeoutList){
                currentIps.remove(ip);
            }
        }
    }
    @Override
    public void run() {
        try {
            for (String itemId : numberOfCurrentViews.keySet()) {
                Map<String, Integer> currentIps = numberOfCurrentViews.get(itemId);
                for(String ip : currentIps.keySet()){
                    Integer timeout = new Integer(currentIps.get(ip).intValue() - 1);
                    if (timeout == 0) {
                        timeoutList.add(ip);
                    }
                    currentIps.put(ip, timeout);
                }
            }
            cleanTimeoutIps();
            // counting down time must be double increasing time
            Thread.sleep(2000);
        } catch (InterruptedException e) {
            e.printStackTrace();
            LOG.error("---------------- Thread error in counting down online user: " + e.getMessage());
        }
    }
}
public int countUserOnline(HttpServletRequest request, String itemId) throws CAServiceException {
    // create a count down timer to detect if the user does not view the page anymore
    String ip = request.getRemoteAddr();
    // init counting down online user map
    if (numberOfCurrentViews == null) {
        numberOfCurrentViews = new ConcurrentHashMap<String, Map<String, Integer>>();
    }
    // start thread to check user online
    if (countDownOnlineThread == null) {
        countDownOnlineThread = new Thread(new OnlineCountingDownRunnable());
        countDownOnlineThread.start();
    }
    LOG.debug("---------------- Requested IP: " + ip);
    if (ip == null || ip.isEmpty()) {
        throw new CAServiceException("======= Cannot detect Ip of the client =======");
    }
    if (numberOfCurrentViews.get(itemId) != null) {
        Map<String, Integer> userView = numberOfCurrentViews.get(itemId);
        if (userView.get(ip) != null) {
            userView.put(ip, userView.get(ip).intValue() + 1);
        } else {
            userView.put(ip, 1);
        }
        numberOfCurrentViews.put(itemId, userView);
    } else {
        Map<String, Integer> ips = new ConcurrentHashMap<String, Integer>();
        ips.put(ip, 1);
        numberOfCurrentViews.put(itemId, ips);
    }
    LOG.debug(String.format(
        "============= %s is seeing there is %s users viewing item %s =============",
        ip, numberOfCurrentViews.get(itemId).size(), itemId
    ));
    return numberOfCurrentViews.get(itemId).size();
}

问题

我不知道如何测试这个功能,因为它需要多个IP地址才能查看页面。我尝试过设置JMeter和像这个链接一样设置IP欺骗,但没有成功,所以我做了一个类似的小模拟测试来查看日志

@Test
public void testCountUserOnline() throws Exception {
    List<HttpServletRequest> requests = new ArrayList<HttpServletRequest>();
    for (int i = 0; i < 10; i ++) {
        HttpServletRequest request = Mockito.mock(HttpServletRequest.class);
        Mockito.when(request.getRemoteAddr()).thenReturn(String.format("192.168.1.%s", i));
        requests.add(request);
    }
    List<Thread> threads = new ArrayList<Thread>();
    for (int i = 0; i < 10; i ++) {
        Thread thread = new Thread(new RequestRunnable(requests.get(i)));
        threads.add(thread);
        thread.start();
    }
    for (Thread thread : threads) {
        thread.join();
    }
}
class RequestRunnable implements Runnable {
    private HttpServletRequest request;
    public RequestRunnable(HttpServletRequest request) {
        this.request = request;
    }
    public void run() {
        try {
            int i = 0;
            while (i < 10) {
                eventService.countUserOnline(request, "1");
                i++;
                System.out.println(i);
                Thread.sleep(1000);
            }
        } catch (CAServiceException e) {
            e.printStackTrace();
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
    }
}

但是,我对的实施没有那么大的信心

此外,这是人类用来统计页面上查看用户数量的正常方式吗?我只是想确保我不会错过任何东西,以防这部分有任何捷径。我正在使用Spring MVC 3.x。我还需要支持IE 9:(((,所以Web Socket不能广泛使用

我第一次实现这个时非常愚蠢。我不应该让计数器基于线程来使问题变得如此复杂。相反,我真正需要的只是在每个请求上保存timestamp,然后创建一个线程,将当前时间与页面上请求的最后时间戳进行比较。如果时间差大于超时数(在这种情况下为10秒),则用户已经离开页面,然后,我只需要从Map中删除该条目。

// make it as static, since this needs to be singleton
private static Map<String, Map<String, Date>> numberOfCurrentViews;
// make it as static, since this needs to be singleton
private static Thread cleaningOffLineUserThread;
class OnlineCountingDownRunnable implements Runnable {
    @Override
    public void run() {
        try {
            while(true) {
                for (String itemId : numberOfCurrentViews.keySet()) {
                    Map<String, Date> userView = numberOfCurrentViews.get(itemId);
                    Iterator<Map.Entry<String, Date>> iterator = userView.entrySet().iterator();
                    while (iterator.hasNext()) {
                        Map.Entry<String, Date> views = iterator.next();
                        Date lastViewTime = views.getValue();
                        Date currentTime = new Date();
                        long seconds = (currentTime.getTime() - lastViewTime.getTime()) / 1000;
                        if (seconds > TIMEOUT) {
                            iterator.remove();
                        }
                    }
                }
                // make the cleaning worker running every 2 seconds
                Thread.sleep(2000);
            }
        } catch (InterruptedException e) {
            e.printStackTrace();
            LOG.error("---------------- Thread error in counting down online user: " + e.getMessage());
        }
    }
}
public int countUserOnline(HttpServletRequest request, String itemId) throws CAServiceException {
    // create a count down timer to detect if the user does not view the page anymore
    String ip = request.getRemoteAddr();
    // init counting down online user map
    if (numberOfCurrentViews == null) {
        numberOfCurrentViews = new ConcurrentHashMap<String, Map<String, Date>>();
    }
    // start thread to check user online
    if (cleaningOffLineUserThread == null) {
        cleaningOffLineUserThread = new Thread(new OnlineCountingDownRunnable());
        cleaningOffLineUserThread.start();
    }
    LOG.debug("---------------- Requested IP: " + ip);
    if (ip == null || ip.isEmpty()) {
        throw new CAServiceException("======= Cannot detect Ip of the client =======");
    }
    Map<String, Date> userView;
    if (numberOfCurrentViews.get(itemId) != null) {
        userView = numberOfCurrentViews.get(itemId);
    } else {
        userView = new ConcurrentHashMap<String, Date>();
    }
    userView.put(ip, new Date());
    numberOfCurrentViews.put(itemId, userView);
    LOG.debug(String.format(
        "============= %s is seeing there is %s users, %s viewing item %s =============",
        ip, numberOfCurrentViews.get(itemId).size(),
        String.valueOf(numberOfCurrentViews.get(itemId).keySet()), itemId
    ));
    return numberOfCurrentViews.get(itemId).size();
}

我使用Mock测试来测试该功能,它通过日志很好地反映了结果

@Test
public void testCountUserOnline() throws Exception {
    List<HttpServletRequest> requests = new ArrayList<HttpServletRequest>();
    HttpServletRequest request1 = Mockito.mock(HttpServletRequest.class);
    HttpServletRequest request2 = Mockito.mock(HttpServletRequest.class);
    HttpServletRequest request3 = Mockito.mock(HttpServletRequest.class);
    Mockito.when(request1.getRemoteAddr()).thenReturn(String.format("192.168.1.%s", 1));
    Mockito.when(request2.getRemoteAddr()).thenReturn(String.format("192.168.1.%s", 2));
    Mockito.when(request3.getRemoteAddr()).thenReturn(String.format("192.168.1.%s", 3));
    requests.add(request1);
    requests.add(request2);
    requests.add(request3);
    List<Thread> threads = new ArrayList<Thread>();
    Thread thread1 = new Thread(new RequestRunnable(request1, 50, "1", "2"));
    Thread thread2 = new Thread(new RequestRunnable(request2, 20, "1", "3"));
    Thread thread3 = new Thread(new RequestRunnable(request3, 10, "3", "1"));
    threads.add(thread1);
    threads.add(thread2);
    threads.add(thread3);

    for (Thread thread : threads) {
        thread.start();
    }
    for (Thread thread : threads) {
        thread.join();
    }
}
class RequestRunnable implements Runnable {
    private HttpServletRequest request;
    private String [] pageSet;
    private int duration;

    public RequestRunnable(HttpServletRequest request, int duration, String ... pageSet) {
        this.request = request;
        this.pageSet = pageSet;
        this.duration = duration;
    }
    public void run() {
        try {
            int i = 0;
            while(i < duration) {
                i ++;
                for (String page : pageSet) {
                    eventService.countUserOnline(request, page);
                }
                LOG.debug("Second " + i);
                Thread.sleep(1000);
            }
        } catch (CAServiceException e) {
            e.printStackTrace();
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
    }
}

您尝试过Apache基准测试工具吗?

http://httpd.apache.org/docs/2.2/programs/ab.html

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