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fast-scrape

PyPI Python License

8x faster HTML parsing than BeautifulSoup4. Rust-powered with 3000x faster CSS selector queries.

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

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 parse_batch

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

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

Massive performance improvements across all operations:

Parse speed comparison
File size fast-scrape BeautifulSoup4 lxml Speedup
1 KB 11 µs 0.23 ms 0.31 ms 20-28x faster
100 KB 2.96 ms 31.4 ms 28.2 ms 9.5-10.6x faster
1 MB 15.5 ms 1247 ms 1032 ms 66-80x faster

Throughput: 64 MB/s on 1MB files — handles large documents efficiently.

Query performance
Operation fast-scrape BeautifulSoup4 Speedup
find("div") 208 ns 16 µs 77x
find(".class") 20 ns 797 µs 40,000x
find("#id") 20 ns 799 µs 40,000x
select("div > p") 24.7 µs 4.361 ms 176x

CSS selectors dominate: Class and ID selectors run in nanoseconds vs microseconds.

Memory efficiency (100MB HTML)
Library Memory Efficiency
fast-scrape 145 MB 1x baseline
lxml 2,100 MB 14.5x larger
BeautifulSoup4 3,200 MB 22x larger

Result: 14-22x more memory-efficient than Python competitors.

Architecture optimizations:

  • SIMD-accelerated class matching — 2-10x faster selector execution
  • Zero-copy serialization — 50-70% memory reduction in HTML output
  • Batch processing — Parallel parsing uses all CPU cores automatically

Parsing & Selection (Servo browser engine):

Streaming Parser (Cloudflare):

  • lol_html — High-performance streaming HTML parser with constant-memory event-driven API
Platform Package
Rust scrape-core
Node.js @fast-scrape/node
WASM @fast-scrape/wasm

License

MIT OR Apache-2.0

Metadata

Release files for fast-scrape 0.2.13

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for fast-scrape 0.2.13
File Size Uploaded
fast_scrape-0.2.13.tar.gz 130.4 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for fast-scrape 0.2.13
File
fast_scrape-0.2.13-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ x86-64 Details
fast_scrape-0.2.13-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl PyPy 3.11 PyPy 3.11 7.3 Linux glibc 2.17+ ARM64 Details
fast_scrape-0.2.13-cp315-cp315t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.15 CPython 3.15 free-threading Linux glibc 2.17+ x86-64 Details
fast_scrape-0.2.13-cp315-cp315-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.15 CPython 3.15 Linux glibc 2.17+ x86-64 Details
fast_scrape-0.2.13-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-64 Details
fast_scrape-0.2.13-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64 Details
fast_scrape-0.2.13-cp314-cp314-win_amd64.whl CPython 3.14 CPython 3.14 Windows x86-64 Details
fast_scrape-0.2.13-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.17+ x86-64 Details
fast_scrape-0.2.13-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.14 CPython 3.14 Linux glibc 2.17+ ARM64 Details
fast_scrape-0.2.13-cp314-cp314-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
fast_scrape-0.2.13-cp314-cp314-macosx_10_12_x86_64.whl CPython 3.14 CPython 3.14 macOS 10.12+ x86-64 Details
fast_scrape-0.2.13-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
fast_scrape-0.2.13-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-64 Details
fast_scrape-0.2.13-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ ARM64 Details
fast_scrape-0.2.13-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
fast_scrape-0.2.13-cp313-cp313-macosx_10_12_x86_64.whl CPython 3.13 CPython 3.13 macOS 10.12+ x86-64 Details
fast_scrape-0.2.13-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
fast_scrape-0.2.13-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details
fast_scrape-0.2.13-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARM64 Details
fast_scrape-0.2.13-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
fast_scrape-0.2.13-cp312-cp312-macosx_10_12_x86_64.whl CPython 3.12 CPython 3.12 macOS 10.12+ x86-64 Details
fast_scrape-0.2.13-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
fast_scrape-0.2.13-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
fast_scrape-0.2.13-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARM64 Details
fast_scrape-0.2.13-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
fast_scrape-0.2.13-cp311-cp311-macosx_10_12_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.12+ x86-64 Details
fast_scrape-0.2.13-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
fast_scrape-0.2.13-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
fast_scrape-0.2.13-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64 Details

Total release size: 17.4 MB

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0.2.13 This release

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