Scrapling is an adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl by @D4Vinci1
Follow for daily tips & tricks.scrapling.readthedocs.io/en/latest/Joined April 2025
🕷️ Scrapling tip: spider callbacks are async GENERATORS — `async def` + `yield`, never `return`.
`return item` closes the generator early; the item never reaches your results. Even a callback yielding ONE item must use yield, not return. ⚡
🕷️ Scrapling tip: wait=<ms> on browser fetchers — a FIXED sleep AFTER load_dom + network_idle + wait_selector all pass, right before the page closes
StealthyFetcher.fetch(url, wait=2000)
Catches late-firing analytics or lazy content past every other wait ⚡
🕷️ Scrapling tip: load_dom=True is the DEFAULT on browser fetchers — waits for DOMContentLoaded before returning
Flip load_dom=False when the HTML shell has what you need (SSR, JSON-LD, meta tags) — response returns the moment navigation commits ⚡
🕷️ Scrapling tip: LinkExtractor rewrites every URL it extracts — canonicalize=True is the DEFAULT
Sorts query params + normalizes the path so /a?b=1&a=2 collapses to /a?a=2&b=1 in dedup
Flip canonicalize=False when raw URLs matter (signed URLs, tokens) ⚡
🕷️ Scrapling tip: `download_delay = 1.0` on your Spider — fixed wait BEFORE each request (default 0.0s). Global across domains, so pair with `concurrent_requests_per_domain` for per-host politeness. When robots_txt_obey is on, Crawl-delay is MAX'd on top ⚡
Scrapling v0.4.10 is out 🎉
Use Scrapling's parsing API inside your existing Scrapy spiders now - one decorator on your callback and the response becomes a Scrapling Response.
Plus custom browser support for the MCP server and a batch of fixes 👇
github.com/D4Vinci/Scrapl…
🕷️ Scrapling tip: adaptive fingerprints are bucketed PER DOMAIN
A selector saved on web.archive.org WON'T relocate on the live site.
adaptive_domain="site.com" on Fetcher.configure() buckets both under one key — survive URL changes AND redesigns 🎯
🕷️ Scrapling tip: network_idle=True — the SPA-safe wait
Default load_dom fires at DOMContentLoaded, BEFORE XHRs settle. network_idle waits for 500ms of zero network traffic before returning.
Chain it with wait_selector for bulletproof SPA scrapes ⚡
🕷️ Scrapling tip: pair ProxyRotator with a browser session and Chromium can't set a proxy per tab — Scrapling auto-forks a FRESH context per proxy (one tab each) and tears both down when the fetch ends. No shared tab pool across rotations ⚡
🕷️ Scrapling tip: adaptive scraping isn't only for CSS/XPath. The manual save/retrieve/relocate API fingerprints ANY element you find — by text, regex, similarity — then re-locates it after a site redesign 🎯
🕷️ Scrapling tip: override start_requests() to seed your spider with ANY Request — POST a login first, set custom headers, even pre-assign priority/sid.
start_urls = [...] is just the default. Yield Request objects from start_requests() for full control ⚡
🕷️ Scrapling tip: extra_flags=[...] passes raw Chromium CLI flags to the browser at launch on StealthyFetcher/DynamicFetcher
The escape hatch for browser tuning Scrapling doesn't surface as a named flag (--lang, --disable-features, GPU flags) ⚡
🕷️ Scrapling tip: stats.proxies — every proxy used in a crawl, auto-collected
After a ProxyRotator run, audit which proxies actually touched the crawl — straight off the final CrawlStats dump.
result.stats.proxies
# ['http://p1:8080','http://p2:8080']
⚡
🕷️ Scrapling tip: find_by_text() defaults to case-INSENSITIVE matching — surprising default for a Python API
page.find_by_text("the", partial=True)
→ also matches "The Boys", "The Requiem Red"
Flip case_sensitive=True for exact-case matches ⚡
🕷️ Scrapling tip: LinkExtractor reads <a href> + <area href> by default — but tags AND attrs are both tunable
Pull URLs from <link rel=alternate>, lazy-loaded <img data-src>, <button data-href>, or any (tag, attr) pair you need ⚡
🕷️ Scrapling tip: additional_args on StealthyFetcher/DynamicFetcher forwards ANY Playwright context kwarg — geolocation, permissions, viewport, color_scheme. Higher priority than Scrapling's own settings.
Pair with locale + timezone_id to spoof GPS too ⚡
🕷️ Scrapling tip: `allowed_domains` on Spider silently drops off-domain links — but the count lives in `stats.offsite_requests_count`, so you can see how leaky a crawl was. Subdomains match for free (api.example.com → example.com) ⚡
🕷️ Scrapling tip: LinkExtractor(restrict_css=...) scopes link extraction to a region of the DOM
links = LinkExtractor(
allow=r"/posts/",
restrict_css="main",
)
links.extract(response)
Skip nav/footer/sidebar links entirely — no chaining ⚡
🕷️ Scrapling tip: every Selector has .urljoin() built in — resolves a relative href to an absolute URL using the page's own URL as the base. No urllib.parse import needed:
page.urljoin(el.attrib['href'])
# → absolute URL ⚡
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