欢迎您访问程序员文章站本站旨在为大家提供分享程序员计算机编程知识!
您现在的位置是: 首页

htmlunit爬虫优化方案

程序员文章站 2022-07-12 16:15:43
...
发现很多人搞爬虫会把python作为首选技术,理由是简单,作为一家公司技术栈,多出一样语言是要多出很多维护成本的;本人最熟悉的还是java,所以对java内存浏览器技术htmlunit做了一次研究,发现原生的htmlunit的性能及对多线程的支持不是那么友好,特别是使用代理ip后,oom是很正常的,监控程序并查看源码总结问题原因:
  • 1、js执行器执行js是使用多线程执行,在关闭js执行线程的时候,使用com.gargoylesoftware.htmlunit.javascript.background.DefaultJavaScriptExecutor这个类的时候,有段代码。

引用
private void killThread() {
        if (eventLoopThread_ == null) {
            return;
        }
        try {
            eventLoopThread_.interrupt();
            eventLoopThread_.join(10_000);
        }
        catch (final InterruptedException e) {
            LOG.warn("InterruptedException while waiting for the eventLoop thread to join ", e);
            // ignore, this doesn't matter, we want to stop it
        }
        if (eventLoopThread_.isAlive()) {
            if (LOG.isWarnEnabled()) {
                LOG.warn("Event loop thread "
                        + eventLoopThread_.getName()
                        + " still alive at "
                        + System.currentTimeMillis());
                LOG.warn("Event loop thread will be stopped");
            }

            // Stop the thread
            eventLoopThread_.stop();
        }
    }

上面代码的问题:
引用
eventLoopThread_.interrupt();
eventLoopThread_.join(10_000);

不要觉得interrupt真的就会关闭线程,比如正在执行io操作或者同样该线程在处于sleep状态,interrupt就不会终止线程,所以这里住线程要等待eventLoopThread执行10秒才会继续往下跑。

2、DefaultJavaScriptExecutor在使用外部线程池开启webclient抓取网页的时候,经常会出现线程不关闭的情况,问题代码如下:

引用
public void run() {
        final boolean trace = LOG.isTraceEnabled();
        // this has to be a multiple of 10ms
        // otherwise the VM has to fight with the OS to get such small periods
        final long sleepInterval = 10;
        while (!shutdown_.get() && !Thread.currentThread().isInterrupted() && webClient_.get() != null) {
            final JavaScriptJobManager jobManager = getJobManagerWithEarliestJob();

            if (jobManager != null) {
                final JavaScriptJob earliestJob = jobManager.getEarliestJob();
                if (earliestJob != null) {
                    final long waitTime = earliestJob.getTargetExecutionTime() - System.currentTimeMillis();

                    // do we have to execute the earliest job
                    if (waitTime < 1) {
                        // execute the earliest job
                        if (trace) {
                            LOG.trace("started executing job at " + System.currentTimeMillis());
                        }
                        jobManager.runSingleJob(earliestJob);
                        if (trace) {
                            LOG.trace("stopped executing job at " + System.currentTimeMillis());
                        }

                        // job is done, have a look for another one
                        continue;
                    }
                }
            }

            // check for cancel
            if (shutdown_.get() || Thread.currentThread().isInterrupted() || webClient_.get() == null) {
                break;
            }

            // nothing to do, let's sleep a bit
            try {
                Thread.sleep(sleepInterval);
            }
            catch (final InterruptedException e) {
                Thread.currentThread().interrupt();
            }
        }
    }


此处问题代码:
引用
while (!shutdown_.get() && !Thread.currentThread().isInterrupted() && webClient_.get() != null)

外部线程内部关闭webclient.close()的时候,当外部线程要主动关闭本线程的时候,就像outStream没把out.close()写在finally里面,永远不会关闭js执行器线程。

  • 3、其实htmlunit性能差还有一个最重要的问题所在,就是每次抓取同一个页面,都要去下载相同的资源,htmlunit下载页面的代码是在类com.gargoylesoftware.htmlunit.HttpWebConnection里面(js,css,jpg)


主要的方法代码如下:
引用
  /**
     * Reads the content of the stream and saves it in memory or on the file system.
     * @param is the stream to read
     * @param maxInMemory the maximumBytes to store in memory, after which save to a local file
     * @return a wrapper around the downloaded content
     * @throws IOException in case of read issues
     */
    public static DownloadedContent downloadContent(final InputStream is, final int maxInMemory) throws IOException {
        if (is == null) {
            return new DownloadedContent.InMemory(null);
        }

        try (ByteArrayOutputStream bos = new ByteArrayOutputStream()) {
            final byte[] buffer = new byte[1024];
            int nbRead;
            try {
                while ((nbRead = is.read(buffer)) != -1) {
                    bos.write(buffer, 0, nbRead);
                    if (bos.size() > maxInMemory) {
                        // we have exceeded the max for memory, let's write everything to a temporary file
                        final File file = File.createTempFile("htmlunit", ".tmp");
                        file.deleteOnExit();
                        try (OutputStream fos = Files.newOutputStream(file.toPath())) {
                            bos.writeTo(fos); // what we have already read
                            IOUtils.copyLarge(is, fos); // what remains from the server response
                        }
                        return new DownloadedContent.OnFile(file, true);
                    }
                }
            }
            catch (final ConnectionClosedException e) {
                LOG.warn("Connection was closed while reading from stream.", e);
                return new DownloadedContent.InMemory(bos.toByteArray());
            }
            catch (final EOFException e) {
                // this might happen with broken gzip content
                LOG.warn("EOFException while reading from stream.", e);
                return new DownloadedContent.InMemory(bos.toByteArray());
            }

            return new DownloadedContent.InMemory(bos.toByteArray());
        }
    }


修改代码,只要把重复下载的代码缓存起来,就可以大大增加抓取性能,同时还可以动态修改网页js。

4、htmlunit设置requestTimeout时是无法单独设置conectiontimeout和socketTimeout,比方说设置requestTimeout=10000,那么 htmlclient的conectiontimeout=10000和socketTimeout=10000,这是有问题的,conectiontimeout一般情况应该设置低于100毫秒为宜,设置代码在 com.gargoylesoftware.htmlunit.HttpWebConnection
方法:
引用
private static RequestConfig.Builder createRequestConfigBuilder(final int timeout, final InetAddress localAddress) {
        final RequestConfig.Builder requestBuilder = RequestConfig.custom()
                .setCookieSpec(HACKED_COOKIE_POLICY)
                .setRedirectsEnabled(false)
                .setLocalAddress(localAddress)

                // timeout
                .setConnectTimeout(timeout)
                .setConnectionRequestTimeout(timeout)
                .setSocketTimeout(timeout);
        return requestBuilder;
    }



综上,把上述几点都完善,htmlunit不比只能多进程的python爬虫性能差,而且能够做黑帽。