High-performance HTML parsing library for Python

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Project description

fast-scrape

10-50x faster HTML parsing for Python. Rust-powered, BeautifulSoup-compatible API.

Installation

pip install fast-scrape

Alternative package managers

# uv (recommended - 10-100x faster)
uv pip install fast-scrape

# Poetry
poetry add fast-scrape

# Pipenv
pipenv install fast-scrape

[!IMPORTANT] Requires Python 3.10 or later. v0.2.0 introduces type-safe document lifecycle with zero performance overhead.

Quick start

from scrape_rs import Soup

soup = Soup("<html><body><div class='content'>Hello, World!</div></body></html>")

div = soup.find("div")
print(div.text)  # Hello, World!

Usage

Find elements

from scrape_rs import Soup

soup = Soup(html)

# Find first element by tag
div = soup.find("div")

# Find all elements
divs = soup.find_all("div")

# CSS selectors
for el in soup.select("div.content > p"):
    print(el.text)

Element properties

element = soup.find("a")

text = element.text          # Get text content
html = element.inner_html    # Get inner HTML
href = element.get("href")   # Get attribute

Batch processing

from scrape_rs import Soup

# Process multiple documents in parallel
documents = [html1, html2, html3]
soups = Soup.parse_batch(documents)

for soup in soups:
    print(soup.find("title").text)

[!TIP] Use parse_batch() for processing multiple documents. Uses all CPU cores automatically.

Type hints

Full IDE support with type stubs:

from scrape_rs import Soup, Tag

def extract_links(soup: Soup) -> list[str]:
    return [a.get("href") for a in soup.select("a[href]")]

Performance

v0.2.0 improvements:

SIMD-accelerated — Class selector matching 2-10x faster on large documents
Zero-copy serialization — 50-70% memory reduction in HTML output
Batch processing — Parallel parsing across multiple documents uses all CPU cores

Compared to BeautifulSoup:

Operation	Speedup
Parse (1 KB)	9.7x faster
Parse (5.9 MB)	10.6x faster
`find(".class")`	132x faster
`select(".class")`	40x faster

Built on Servo

Powered by battle-tested libraries from the Servo browser engine: html5ever (HTML5 parser) and selectors (CSS selector engine).

Related packages

Platform	Package
Rust	`scrape-core`
Node.js	`@fast-scrape/node`
WASM	`@fast-scrape/wasm`

License

MIT OR Apache-2.0

Project details

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Release history Release notifications | RSS feed

0.2.6

Apr 21, 2026

0.2.5

Mar 17, 2026

0.2.4

Feb 20, 2026

0.2.3

Feb 16, 2026

0.2.2

Feb 3, 2026

0.2.1

Feb 3, 2026

This version

0.2.0

Jan 20, 2026

0.1.6

Jan 16, 2026

0.1.5

Jan 16, 2026

0.1.4

Jan 16, 2026

0.1.3

Jan 16, 2026

0.1.2

Jan 16, 2026

0.1.1

Jan 16, 2026

0.1.0

Jan 16, 2026

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