集成
将Shifter与以下工具配合使用 Scrapy
通过简短的下载器中间件,将 Shifter 的住宅代理和 ISP 代理接入任意 Scrapy 爬虫。每请求轮换、粘性会话和按爬虫地理定向——仅需 20 行 Python。
快速入门
安装
pip install scrapy 基本用法
# settings.py
DOWNLOADER_MIDDLEWARES = {
"myproject.middlewares.ShifterProxyMiddleware": 350,
"scrapy.downloadermiddlewares.httpproxy.HttpProxyMiddleware": 360,
}
# middlewares.py
class ShifterProxyMiddleware:
PROXY = (
"customer-USERNAME-country-us-sid-123ABC:"
"PASSWORD@p.shifter.io:443"
)
def process_request(self, request, spider):
request.meta["proxy"] = self.PROXY
# Run as usual:
# scrapy crawl my_spider 功能特性
接入 Scrapy 标准下载器中间件管道——无需分叉或修补运行时
默认按请求轮换,使用`sid`实现粘性会话,使用`ttl-N`实现N秒定时固定
与 scrapy-playwright、scrapy-splash 和 scrapy-rotating-proxies 即插即用兼容
通过用户名参数在 195+ 个国家/地区进行地理定向 — country、region、city、ASN
支持 Scrapy Cloud、Scrapyd、GitHub Actions、Airflow 及任何编排层
兼容 Scrapy 2.x 和 Python 3.7+——同时支持同步和异步回调
示例
下载器中间件(粘性会话)
将代理接入 Scrapy 的标准方式。在用户名中添加 `sid`,爬虫的每个请求将共享同一个住宅 IP。添加 `country-uk-city-london` 可进行地理定向。
# myproject/middlewares.py
import secrets
class ShifterProxyMiddleware:
"""Routes every Scrapy request through Shifter's residential pool."""
def __init__(self, country="us", city=None, ttl=300):
self.sid = secrets.token_hex(4)
parts = [
"customer-USERNAME",
f"country-{country}",
]
if city:
parts.append(f"city-{city}")
parts.append(f"sid-{self.sid}")
parts.append(f"ttl-{ttl}")
username = "-".join(parts)
self.proxy_url = f"http://{username}:PASSWORD@p.shifter.io:443"
@classmethod
def from_crawler(cls, crawler):
s = crawler.settings
return cls(
country=s.get("SHIFTER_COUNTRY", "us"),
city=s.get("SHIFTER_CITY"),
ttl=s.getint("SHIFTER_TTL", 300),
)
def process_request(self, request, spider):
request.meta["proxy"] = self.proxy_url
# myproject/settings.py
DOWNLOADER_MIDDLEWARES = {
"myproject.middlewares.ShifterProxyMiddleware": 350,
"scrapy.downloadermiddlewares.httpproxy.HttpProxyMiddleware": 360,
}
SHIFTER_COUNTRY = "uk"
SHIFTER_CITY = "london" 按请求轮换
不设置 sid——让网关在每次请求时轮换 IP。适用于对分页目标进行大批量抓取,使每个页面看起来来自不同访客。
# myproject/middlewares.py
import secrets
class ShifterRotatingMiddleware:
"""Rotates the residential IP on every Scrapy request."""
PROXY_HOST = "p.shifter.io:443"
def process_request(self, request, spider):
# Unique sid per request -> guaranteed new IP for every fetch
unique_sid = secrets.token_hex(6)
username = (
f"customer-USERNAME-country-{spider.country}"
f"-sid-{unique_sid}"
)
request.meta["proxy"] = (
f"http://{username}:PASSWORD@{self.PROXY_HOST}"
)
# myproject/spiders/products.py
import scrapy
class ProductsSpider(scrapy.Spider):
name = "products"
country = "us" # consumed by the middleware
custom_settings = {
"DOWNLOADER_MIDDLEWARES": {
"myproject.middlewares.ShifterRotatingMiddleware": 350,
},
"CONCURRENT_REQUESTS": 32,
}
start_urls = [
f"https://example.com/products?page={i}" for i in range(1, 100)
]
def parse(self, response):
for card in response.css(".product-card"):
yield {
"title": card.css("h2::text").get(),
"price": card.css(".price::text").get(),
"url": response.urljoin(card.css("a::attr(href)").get()),
} 按国家划分的爬虫(并发地理抓取)
构建一个爬虫类,并在运行时参数化国家。并行运行多个实例——每个实例拥有独立的住宅 IP 池。
# scrapy crawl localized -a country=uk
# scrapy crawl localized -a country=de
# scrapy crawl localized -a country=jp
import scrapy
class LocalizedSpider(scrapy.Spider):
name = "localized"
def __init__(self, country="us", *args, **kwargs):
super().__init__(*args, **kwargs)
self.country = country
self.start_urls = [
f"https://www.example.com/{country}/products",
]
def start_requests(self):
proxy = (
f"customer-USERNAME-country-{self.country}-sid-{self.country}-batch:"
f"PASSWORD@p.shifter.io:443"
)
for url in self.start_urls:
yield scrapy.Request(url, meta={"proxy": proxy}, callback=self.parse)
def parse(self, response):
for product in response.css(".product"):
yield {
"country": self.country,
"title": product.css("h2::text").get(),
"price": product.css(".price::text").get(),
} Scrapy + scrapy-playwright(JS 渲染页面)
当目标页面需要 JavaScript 时,将下载器替换为 scrapy-playwright。在启动选项中传入代理——Scrapy 仍负责调度和管道处理。
# pip install scrapy-playwright
# playwright install chromium
# settings.py
DOWNLOAD_HANDLERS = {
"http": "scrapy_playwright.handler.ScrapyPlaywrightDownloadHandler",
"https": "scrapy_playwright.handler.ScrapyPlaywrightDownloadHandler",
}
TWISTED_REACTOR = "twisted.internet.asyncioreactor.AsyncioSelectorReactor"
PLAYWRIGHT_LAUNCH_OPTIONS = {
"headless": True,
"proxy": {
"server": "http://p.shifter.io:443",
"username": "customer-USERNAME-country-fr-sid-789GHI",
"password": "PASSWORD",
},
}
# spider.py
import scrapy
class JsHeavySpider(scrapy.Spider):
name = "js_heavy"
start_urls = ["https://app.example.com/dashboard"]
def start_requests(self):
for url in self.start_urls:
yield scrapy.Request(
url,
meta={"playwright": True, "playwright_include_page": True},
callback=self.parse,
)
async def parse(self, response):
page = response.meta["playwright_page"]
await page.wait_for_selector(".widget")
widgets = await page.query_selector_all(".widget")
for w in widgets:
yield {"label": await w.text_content()}
await page.close() 常见问题
常见问题
关于将 Shifter 与 Scrapy 搭配使用的常见问题。
编写一个简短的下载器中间件,将 `request.meta['proxy']` 设置为你的 Shifter URL,然后在 DOWNLOADER_MIDDLEWARES 中以低于 750 的优先级注册(使其在 HttpProxyMiddleware 之前运行)。仅需 20 行 Python,无需 SDK。
立即开始
开始将Shifter与以下工具配合使用 Scrapy
通过 20 行中间件将 Shifter 的 205M+ 住宅和 ISP 代理接入您的 Scrapy 爬虫。支持按请求轮换、粘性会话以及完整的 scrapy-playwright 集成。
免费试用 Shifter几分钟内完成设置,随时可取消。