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244 lines
9.3 KiB
Markdown
244 lines
9.3 KiB
Markdown
# Proxy management and handling Blocks
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## Introduction
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!!! success "Prerequisites"
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1. You've read the [Getting started](getting-started.md) page and know how to create and run a basic spider.
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2. You've read the [Sessions](sessions.md) page and understand how to configure sessions.
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When scraping at scale, you'll often need to rotate through multiple proxies to avoid rate limits and blocks. Scrapling's `ProxyRotator` makes this straightforward. It works with all session types and integrates with the spider's blocked request retry system.
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If you don't know what a proxy is or how to choose a good one, [this guide can help](https://substack.thewebscraping.club/p/everything-about-proxies).
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## ProxyRotator
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The `ProxyRotator` class manages a list of proxies and rotates through them automatically. Pass it to any session type via the `proxy_rotator` parameter:
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```python
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from scrapling.spiders import Spider, Response
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from scrapling.fetchers import FetcherSession, ProxyRotator
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class MySpider(Spider):
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name = "my_spider"
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start_urls = ["https://example.com"]
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def configure_sessions(self, manager):
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rotator = ProxyRotator([
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"http://proxy1:8080",
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"http://proxy2:8080",
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"http://user:pass@proxy3:8080",
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])
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manager.add("default", FetcherSession(proxy_rotator=rotator))
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async def parse(self, response: Response):
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# Check which proxy was used
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print(f"Proxy used: {response.meta.get('proxy')}")
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yield {"title": response.css("title::text").get("")}
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```
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Each request automatically gets the next proxy in the rotation. The proxy used is stored in `response.meta["proxy"]` so you can track which proxy fetched which page.
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When you use it with browser sessions, you will need some adjustments, like below:
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```python
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from scrapling.fetchers import AsyncDynamicSession, AsyncStealthySession, ProxyRotator
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# String proxies work for all session types
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rotator = ProxyRotator([
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"http://proxy1:8080",
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"http://proxy2:8080",
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])
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# Dict proxies (Playwright format) work for browser sessions
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rotator = ProxyRotator([
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{"server": "http://proxy1:8080", "username": "user", "password": "pass"},
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{"server": "http://proxy2:8080"},
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])
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# Then inside the spider
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def configure_sessions(self, manager):
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rotator = ProxyRotator(["http://proxy1:8080", "http://proxy2:8080"])
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manager.add("browser", AsyncStealthySession(proxy_rotator=rotator))
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```
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!!! info
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1. You cannot use the `proxy_rotator` argument together with the static `proxy` or `proxies` parameters on the same session. Pick one approach when configuring the session, and override it per request later if you want, as we will show later.
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2. Remember that by default, all browser-based sessions use a persistent browser context with a pool of tabs. However, since browsers can't set a proxy per tab, when you use a `ProxyRotator`, the fetcher will automatically open a separate context for each proxy, with one tab per context. Once the tab's job is done, both the tab and its context are closed.
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## Custom Rotation Strategies
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By default, `ProxyRotator` uses cyclic rotation, iterating through proxies sequentially and wrapping around at the end.
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You can provide a custom strategy function to change this behavior, but it has to match the below signature:
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```python
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from scrapling.core._types import ProxyType
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def my_strategy(proxies: list, current_index: int) -> tuple[ProxyType, int]:
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...
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```
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It receives the list of proxies and the current index, and must return the chosen proxy and the next index.
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Below are some examples of custom rotation strategies you can use.
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### Random Rotation
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```python
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import random
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from scrapling.fetchers import ProxyRotator
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def random_strategy(proxies, current_index):
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idx = random.randint(0, len(proxies) - 1)
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return proxies[idx], idx
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rotator = ProxyRotator(
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["http://proxy1:8080", "http://proxy2:8080", "http://proxy3:8080"],
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strategy=random_strategy,
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)
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```
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### Weighted Rotation
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```python
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import random
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def weighted_strategy(proxies, current_index):
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# First proxy gets 60% of traffic, others split the rest
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weights = [60] + [40 // (len(proxies) - 1)] * (len(proxies) - 1)
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proxy = random.choices(proxies, weights=weights, k=1)[0]
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return proxy, current_index # Index doesn't matter for weighted
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rotator = ProxyRotator(proxies, strategy=weighted_strategy)
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```
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## Per-Request Proxy Override
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You can override the rotator for individual requests by passing `proxy=` as a keyword argument:
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```python
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async def parse(self, response: Response):
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# This request uses the rotator's next proxy
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yield response.follow("/page1", callback=self.parse_page)
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# This request uses a specific proxy, bypassing the rotator
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yield response.follow(
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"/special-page",
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callback=self.parse_page,
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proxy="http://special-proxy:8080",
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)
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```
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This is useful when certain pages require a specific proxy (e.g., a geo-located proxy for region-specific content).
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## Blocked Request Handling
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The spider has built-in blocked request detection and retry. By default, it considers the following HTTP status codes blocked: `401`, `403`, `407`, `429`, `444`, `500`, `502`, `503`, `504`.
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The retry system works like this:
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1. After a response comes back, the spider calls the `is_blocked(response)` method.
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2. If blocked, it copies the request and calls the `retry_blocked_request()` method so you can modify it before retrying.
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3. The retried request is re-queued with `dont_filter=True` (bypassing deduplication) and lower priority, so it's not retried right away.
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4. This repeats up to `max_blocked_retries` times (default: 3).
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!!! tip
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1. On retry, the previous `proxy`/`proxies` kwargs are cleared from the request automatically, so the rotator assigns a fresh proxy.
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2. The `max_blocked_retries` attribute is different than the session retries and doesn't share the counter.
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### Custom Block Detection
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Override `is_blocked()` to add your own detection logic:
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```python
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class MySpider(Spider):
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name = "my_spider"
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start_urls = ["https://example.com"]
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async def is_blocked(self, response: Response) -> bool:
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# Check status codes (default behavior)
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if response.status in {403, 429, 503}:
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return True
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# Check response content
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body = response.body.decode("utf-8", errors="ignore")
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if "access denied" in body.lower() or "rate limit" in body.lower():
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return True
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return False
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async def parse(self, response: Response):
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yield {"title": response.css("title::text").get("")}
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```
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### Customizing Retries
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Override `retry_blocked_request()` to modify the request before retrying. The `max_blocked_retries` attribute controls how many times a blocked request is retried (default: 3):
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```python
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from scrapling.spiders import Spider, SessionManager, Request, Response
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from scrapling.fetchers import FetcherSession, AsyncStealthySession
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class MySpider(Spider):
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name = "my_spider"
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start_urls = ["https://example.com"]
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max_blocked_retries = 5
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def configure_sessions(self, manager: SessionManager) -> None:
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manager.add('requests', FetcherSession(impersonate=['chrome', 'firefox', 'safari']))
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manager.add('stealth', AsyncStealthySession(block_webrtc=True), lazy=True)
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async def retry_blocked_request(self, request: Request, response: Response) -> Request:
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request.sid = "stealth"
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self.logger.info(f"Retrying blocked request: {request.url}")
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return request
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async def parse(self, response: Response):
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yield {"title": response.css("title::text").get("")}
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```
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What happened above is that I left the blocking detection logic unchanged and had the spider mainly use requests until it got blocked, then switch to the stealthy browser.
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Putting it all together:
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```python
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from scrapling.spiders import Spider, SessionManager, Request, Response
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from scrapling.fetchers import FetcherSession, AsyncStealthySession, ProxyRotator
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cheap_proxies = ProxyRotator([ "http://proxy1:8080", "http://proxy2:8080"])
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# A format acceptable by the browser
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expensive_proxies = ProxyRotator([
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{"server": "http://residential_proxy1:8080", "username": "user", "password": "pass"},
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{"server": "http://residential_proxy2:8080", "username": "user", "password": "pass"},
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{"server": "http://mobile_proxy1:8080", "username": "user", "password": "pass"},
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{"server": "http://mobile_proxy2:8080", "username": "user", "password": "pass"},
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])
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class MySpider(Spider):
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name = "my_spider"
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start_urls = ["https://example.com"]
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max_blocked_retries = 5
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def configure_sessions(self, manager: SessionManager) -> None:
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manager.add('requests', FetcherSession(impersonate=['chrome', 'firefox', 'safari'], proxy_rotator=cheap_proxies))
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manager.add('stealth', AsyncStealthySession(block_webrtc=True, proxy_rotator=expensive_proxies), lazy=True)
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async def retry_blocked_request(self, request: Request, response: Response) -> Request:
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request.sid = "stealth"
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self.logger.info(f"Retrying blocked request: {request.url}")
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return request
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async def parse(self, response: Response):
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yield {"title": response.css("title::text").get("")}
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```
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The above logic is: requests are made with cheap proxies, such as datacenter proxies, until they are blocked, then retried with higher-quality proxies, such as residential or mobile proxies. |