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How to Avoid Crashes When Scraping Multiple Web Pages with Qt's QWebPage
Qt's QWebPage can facilitate dynamic content rendering, enabling web scraping tasks. However, attempting to load multiple pages can often result in crashes, especially if the underlying QWebPage object is not properly managed.
The Problem with Repeated Page Loading
When you repeatedly load pages using the same QWebPage instance, unexpected issues can arise due to improper object deletion. To ensure stability, it's crucial to create only one QWebPage and avoid creating multiple instances for each URL.
Solution: Creating a Reusable QWebPage
To address this, modify your code to use a single QWebPage object that can handle multiple URL loads. When each load is complete, the page will trigger an internal loop to fetch the next URL. This approach eliminates the need for multiple QApplication and QWebPage creations, which can cause crashes.
Example Code Using the Improved QWebPage
Here's an updated example that demonstrates the use of a reusable QWebPage:
<code class="python">from PyQt5.QtCore import QUrl, pyqtSignal from PyQt5.QtWebEngineWidgets import QWebEnginePage class WebPage(QWebEnginePage): htmlReady = pyqtSignal(str, str) def __init__(self, verbose=False): super().__init__() self._verbose = verbose self.loadFinished.connect(self.handleLoadFinished) def load_urls(self, urls): self._urls = iter(urls) self.load_next() def load_next(self): try: url = next(self._urls) except StopIteration: return False else: self.load(QUrl(url)) return True def process_current_page(self, html): self.htmlReady.emit(html, self.url().toString()) if not self.load_next(): QApplication.instance().quit() def handleLoadFinished(self): self.toHtml(self.process_current_page) def javaScriptConsoleMessage(self, *args, **kwargs): if self._verbose: super().javaScriptConsoleMessage(*args, **kwargs)</code>
Usage:
<code class="python">import sys from PyQt5.QtWidgets import QApplication app = QApplication(sys.argv) webpage = WebPage(verbose=False) webpage.htmlReady.connect(my_html_processor) urls = ['https://en.wikipedia.org/wiki/Special:Random'] * 3 webpage.load_urls(urls) sys.exit(app.exec_())</code>
By utilizing this improved implementation, you can now scrape multiple web pages reliably without encountering crashes.
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