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pythonseleniumweb-scrapingscrapyscrapy-splash

Does using scrapy-splash significantly affect scraping speed?


So far, I have been using just scrapy and writing custom classes to deal with websites using ajax.

But if I were to use scrapy-splash, which from what I understand, scrapes the rendered html after javascript, will the speed of my crawler be affected significantly?

What would be the comparison between time it takes to scrape a vanilla html page with scrapy vs javascript rendered html with scrapy-splash?

And lastly, how do scrapy-splash and Selenium compare?


Solution

  • It depends on the amount of javascript present on the page.

    You must know that to render all the javascript the splash takes some time and the python application proceeds without waiting for the rendering to be complete. So sometimes splash is also not able to do it.

    • You can explicitly put a wait for rendering as it needs some time generally.
    • Also it is a good practice to put up some wait.

    Here,

    import scrapy
    from scrapy_splash import SplashRequest
    
    yield scrapy.Request(url, callback=self.parse, meta={'splash':{'args':{'wait':'25'},'endpoint':'render.html'}})
    

    or

    import scrapy
    from scrapy_splash import SplashRequest
    
    yield SplashRequest(url, self.parse, endpoint='render.html',
            args={'wait': 5, 'html' : 1 } ) 
    

    Between scrapy and selenium

    Selenium is only used to automate web browser interaction, Scrapy is used to download HTML, process data and save it(whole web crawling framework).

    Talking about scraping I would recommend scrapy and if the problem is javascript.

    • Scrapy already has its own official project for javascript called scrapy-splash
    • Also, you can create new instance of webdriver from Selenium in the scrapy spider, do some work, extract the data, and then close it after all work done.