Oxylabs Proxy Integration With Scrapy

NOTE: A Scrapy project can have multiple spiders. In this case, you only have a single spider whose basic code is written in games.py.

How to modify a spider to scrape desired data?

If you want to scrape titles and prices of all the games at the scraping target (Video games to scrape), you need to modify the games.py files to make the spider scrape what you want.

Let’s open the existing games.py file and overwrite the contents with the following code:

import scrapy


class GamesSpider(scrapy.Spider):
    name = "games"

    def start_requests(self):
        start_urls = ["https://sandbox.oxylabs.io/products"]
        for url in start_urls:
            yield scrapy.Request(url=url, callback=self.parse)

    def parse(self, response):
        for game in response.css(".product-card"):
            yield {
                "title": game.css(".title ::text").get(),
                "price": game.css(".price-wrapper ::text").get(),
            }

The response method above first retrieves the raw contents from the target URL and then passes the response to the parse method. The parse method receives raw contents in the response variable and yields/returns the parsed data after applying the relevant parsing.

In this case, the parse method uses the CSS selectors to select the title and price text from every game on the target page, which are enclosed in the div element with the product-card class, as depicted in the following snippet:

NOTE: For additional Oxylabs’ proxy customization options – such as country-specific entry points – refer to Shared Datacenter, Enterprise Dedicated Datacenter, Self-Service Dedicated Datacenter, and Residential Proxies documentations, respectively.

The following code demonstrates an example of integrating a Residential Proxy IP with the games spider using the proxy as a parameter to the request method.

import scrapy


class GamesSpider(scrapy.Spider):
    name = "games"

    def start_requests(self):
        start_urls = ["https://sandbox.oxylabs.io/products"]
        for url in start_urls:
            yield scrapy.Request(
                url=url,
                callback=self.parse,
                meta={"proxy": "http://username:password@pr.oxylabs.io:7777"},
            )

    def parse(self, response):
        for game in response.css(".product-card"):
            yield {
                "title": game.css(".title ::text").get(),
                "price": game.css(".price-wrapper ::text").get(),
            }

Method 2: Creating custom Scrapy proxy middleware

Scrapy proxy middleware is an intermediary layer to route requests through a proxy server. Once a middleware is defined and registered, every spider in the project has to pass through this middleware.

Using Scrapy proxy middleware is particularly handy when you have multiple spiders. It makes it easy to add, remove, and modify proxy endpoints for the spiders without requiring any changes to the spiders’ actual code.

To use a proxy middleware in Scrapy, you must add it to the list of middleware in your settings.py file. Before registering a middleware, let’s create one first.

Open the middlewares.py file and write the following custom proxy middleware code in it:

class GamesProxyMiddleware:
    @classmethod
    def from_crawler(cls, crawler):
        return cls(crawler.settings)

    def __init__(self, settings):
        self.username = settings.get('PROXY_USER')
        self.password = settings.get('PROXY_PASSWORD')
        self.url = settings.get('PROXY_URL')
        self.port = settings.get('PROXY_PORT')

    def process_request(self, request, spider):
        host = f'http://{self.username}:{self.password}@{self.url}:{self.port}'
        request.meta['proxy'] = host

GamesProxyMiddleware expects all the required information for a proxy endpoint and adds it to the metaparameter of the request.

The next step is to register this middleware in settings.py so that it can serve as an intermediary for each crawl/scrape request. Open the settings.py file and update it as:

PROXY_USER = 'username'
PROXY_PASSWORD = 'password'
PROXY_URL = 'pr.oxylabs.io'
PROXY_PORT = '7777'

DOWNLOADER_MIDDLEWARES = {
    'scrapyproject.middlewares.GamesProxyMiddleware': 100,
    'scrapy.downloadermiddlewares.httpproxy.HttpProxyMiddleware': 110,
}

The GamesProxyMiddleware is added to the DOWNLOADER_MIDDLEWARES list in settings.py with a sequence number equal to 100. The middleware is applied to the spiders in ascending order of the sequence numbers.

Another thing to note here is that all the proxy endpoint credentials are defined in the settings.py file. Whenever you update the endpoint, you only need to change it in the settings.py file. If any change occurs in the proxy endpoint, the proxy middleware saves you from updating code for all the spiders.

Once the code for the middleware is complete and all the proxy parameter values are set, you can run the games spider using the same scrapy crawl games command.

Using rotating proxies for Scrapy

Rotating proxies means alternatively using different proxy IPs from proxy lists. Proxy rotation in Scrapy spiders can help avoid being detected and blocked by website administrators. Your scraper or spider keeps working, even if one of the proxy IPs gets blocked.

To rotate proxies in Scrapy, you must install the scrapy-rotating-proxies package. The package can be installed using the following command:

pip install scrapy-rotating-proxies

Once the scrapy-rotating-proxies package is installed, you need to create a list of available proxies in the setting.py file. For example, the following sample proxy list can serve the purpose when used with proper user credentials and specific IPs:

ROTATING_PROXY_LIST = [
    'http://username:password@pr.oxylabs.io:7777',
    'http://username:password@dc.pr.oxylabs.io:10000',
    'http://username:password@Specific_IP_1:60000',
    'http://username:password@Specific_IP_2:60000',
                  .
                  .
                  .
    'http://username:password@Specific_IP_N:60000'
]

You can also load available proxies from a file instead of writing in a list. If you want to load proxies from a file, you must set the ROTATING_PROXY_LIST_PATH variable in the setting.py to point to your desired file:

ROTATING_PROXY_LIST_PATH = '/path/to/file/proxieslist.txt'

To apply the rotating proxies middleware, you must add the RotatingProxyMiddleware and BanDetectionMiddlewareto the DOWNLOADER_MIDDLEWARES list in the settings.py file, as shown in the code below:

DOWNLOADER_MIDDLEWARES = {
    'rotating_proxies.middlewares.RotatingProxyMiddleware': 610,
    'rotating_proxies.middlewares.BanDetectionMiddleware': 620,
}

Once you’ve done that, you’re all set! Just execute your spider using the scrapy crawl command. The RotatingProxyMiddleware will take on the responsibility of rotating the proxy endpoints periodically.

Conclusion

Due to its speed and reliability, Scrapy is a perfect choice when you want to extract data in vast amounts. It will do a great job of preventing IP blocks and ensuring the efficiency of your scraping operations.

In case your project requires scraping dynamically-loaded content, then check out our detailed analysis of Scrapy vs. Selenium to learn more. For more general information, you can also check out Scrapy vs. Beautiful Soup.

If you have further questions about using Oxylabs’ proxies with Scrapy or any other proxy solution, don’t hesitate to contact our team. You can also check out our integrations profile for more.

Please be aware that this is a third-party tool not owned or controlled by Oxylabs. Each third-party provider is responsible for its own software and services. Consequently, Oxylabs will have no liability or responsibility to you regarding those services. Please carefully review the third party's policies and practices and/or conduct due diligence before accessing or using third-party services.