High-performance BlurHash encoder/decoder

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  • License Expression: MIT
    SPDX License Expression
  • Author: Kamil Monicz
  • Tags blurhash , decoder , encoder , image , loading , placeholder , preview , progressive
  • Requires: Python >=3.9
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Project description

blurhash-rs

High-performance BlurHash encoder/decoder for Python.

Installation

pip install blurhash-rs

Usage

from PIL import Image
from blurhash_rs import blurhash_encode, blurhash_decode

with Image.open('image.jpg') as img:
  # Reduce resolution for faster encoding
  img.thumbnail((100, 100))

  blurhash = blurhash_encode(img, x_components=4, y_components=3)
  preview = blurhash_decode(blurhash, 32, 32)
  preview.save("preview.png")

Benchmarks

Run

benchmark.py --impl blurhash-rs -o blurhash-rs.json --rigorous
benchmark.py --impl blurhash-python -o blurhash-python.json --rigorous
benchmark.py --impl blurhash -o blurhash.json --rigorous

Results

Linux x86_64, CPython 3.14.0:

blurhash-python vs blurhash-rs

Benchmark blurhash-python-1.2.2 blurhash-rs-1.0.0
encode 32x32 (4x3) 486 us 5.57 us: 87.29x faster
encode 64x64 (4x3) 1.91 ms 10.8 us: 177.73x faster
encode 128x128 (4x3) 7.59 ms 30.6 us: 247.76x faster
decode 32x32 (4x3) 160 us 12.0 us: 13.31x faster
decode 64x64 (4x3) 626 us 34.6 us: 18.08x faster
decode 128x128 (4x3) 2.45 ms 122 us: 20.08x faster
Geometric mean (ref) 51.46x faster

blurhash vs blurhash-rs

Benchmark blurhash-1.1.5 blurhash-rs-1.0.0
encode 32x32 (4x3) 6.00 ms 5.57 us: 1078.28x faster
encode 64x64 (4x3) 24.2 ms 10.8 us: 2249.49x faster
encode 128x128 (4x3) 96.4 ms 30.6 us: 3146.95x faster
decode 32x32 (4x3) 6.91 ms 12.0 us: 573.46x faster
decode 64x64 (4x3) 27.6 ms 34.6 us: 797.99x faster
decode 128x128 (4x3) 112 ms 122 us: 912.88x faster
Geometric mean (ref) 1213.21x faster

Project details

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  • License Expression: MIT
    SPDX License Expression
  • Author: Kamil Monicz
  • Tags blurhash , decoder , encoder , image , loading , placeholder , preview , progressive
  • Requires: Python >=3.9
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1.1.0

This version

1.0.0

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