Scrapy是一個強大的Python爬蟲框架,你可以通過修改其配置、編寫自定義的爬蟲類、中間件等來定制你的爬蟲。以下是一些常見的修改方法:
Scrapy的配置存儲在settings.py
文件中。你可以直接修改這個文件來改變爬蟲的行為。
# settings.py
# 設置下載延遲時間
DOWNLOAD_DELAY = 3
# 設置User-Agent
USER_AGENT = 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.3'
# 設置是否使用代理
DOWNLOADER_MIDDLEWARES = {
'myproject.middlewares.ProxyMiddleware': 100,
}
你可以創建一個繼承自scrapy.Spider
的類來定義你的爬蟲。
# myspider.py
import scrapy
class MySpider(scrapy.Spider):
name = 'myspider'
start_urls = ['http://example.com']
def parse(self, response):
# 解析邏輯
title = response.css('title::text').get()
yield {'title': title}
Scrapy支持中間件,可以在請求和響應之間插入自定義的邏輯。
# myproject/middlewares.py
import scrapy
class ProxyMiddleware(object):
def process_request(self, request, spider):
request.meta['proxy'] = 'http://your_proxy:port'
然后在settings.py
中啟用這個中間件:
# settings.py
DOWNLOADER_MIDDLEWARES = {
'myproject.middlewares.ProxyMiddleware': 100,
}
Scrapy使用Item
和Field
來定義爬取的數據結構。
# myproject/items.py
import scrapy
class MyItem(scrapy.Item):
title = scrapy.Field()
link = scrapy.Field()
然后在爬蟲中使用這個Item:
# myspider.py
import scrapy
from myproject.items import MyItem
class MySpider(scrapy.Spider):
name = 'myspider'
start_urls = ['http://example.com']
def parse(self, response):
item = MyItem()
item['title'] = response.css('title::text').get()
item['link'] = response.url
yield item
Scrapy提供了信號機制,可以在爬蟲的生命周期中插入自定義邏輯。
# myproject/signals.py
from scrapy import signals
class MySpider(scrapy.Spider):
name = 'myspider'
start_urls = ['http://example.com']
@classmethod
def from_crawler(cls, crawler, *args, **kwargs):
spider = super(MySpider, cls).from_crawler(crawler, *args, **kwargs)
crawler.signals.connect(spider.spider_opened, signal=signals.spider_opened)
return spider
def spider_opened(self, spider):
spider.logger.info('Spider opened: %s' % spider.name)
然后在settings.py
中啟用信號處理:
# settings.py
SPIDER_MIDDLEWARES = {
'myproject.middlewares.MySpiderMiddleware': 543,
}
通過上述方法,你可以根據需要修改Scrapy的行為。根據你的具體需求,可以進一步探索Scrapy的文檔和源碼,了解更多高級用法。