fast-thumbhash-rs
A fast Python package for ThumbHash image encoding/decoding using Rust bindings (PyO3, maturin) to the fast-thumbhash crate.
Usage Example
image_to_thumb_hash needs the [pillow] extra (see Installation).
from PIL import Image
from thumbhash import image_to_thumb_hash, thumb_hash_to_rgba
thash = image_to_thumb_hash("example.jpg")
width, height, rgba = thumb_hash_to_rgba(thash)
restored = Image.frombytes("RGBA", (width, height), rgba)
restored.save("restored.png")
Installation
pip install fast-thumbhash-rs
With Pillow support (for image_to_thumb_hash):
pip install "fast-thumbhash-rs[pillow]"
API
Each function has a docstring (help(thumbhash.rgba_to_thumb_hash)), also available as editor hints through the bundled type stubs.
rgba_to_thumb_hash(width, height, rgba): encode raw RGBA pixels (at most 100x100) to a ThumbHash (bytes).thumb_hash_to_rgba(hash): decode a ThumbHash to(width, height, rgba).thumb_hash_to_average_rgba(hash): the average color as(r, g, b, a), each from 0 to 1.thumb_hash_to_approximate_aspect_ratio(hash): the approximate width / height of the original image.image_to_thumb_hash(fp): open an image file with Pillow and encode it (requires the[pillow]extra).
Benchmark
Compared with the pure-Python packages thumbhash (encoding only) and thumbhash-python. Run it yourself with just bench (see benchmarks/). Output on an AMD Ryzen 7 5700X, Python 3.14, release build:
rgba_to_thumb_hash, 100x100 RGBA image -> ThumbHash
implementation median ms min ms runs speedup
fast-thumbhash-rs (this package) 0.030 0.029 33215
thumbhash 29.485 28.854 34 998.6x
thumbhash-python 29.776 29.288 33 1008.5x
all implementations produced the same output
thumb_hash_to_rgba, ThumbHash -> 32x32 RGBA image
implementation median ms min ms runs speedup
fast-thumbhash-rs (this package) 0.006 0.006 146563
thumbhash-python 5.770 5.740 172 901.4x
all implementations produced the same output (within +-1 per channel)
speedup = how much faster fast-thumbhash-rs is than that implementation (median)
Other Python packages
Pure-Python implementations of ThumbHash:
License
MIT
1 maintainer
Metadata
1 maintainer
Release files for fast-thumbhash-rs 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
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| fast_thumbhash_rs-0.1.0.tar.gz | 13.9 kB | Details |
Built distributions (wheels)
Total release size: 4.3 MB
Release files / fast_thumbhash_rs-0.1.0.tar.gz
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