This release is a pre-release and may not be stable for production use.
thumbhash-rs
A fast Python package for ThumbHash image encoding/decoding using Rust bindings (PyO3, maturin) to the official thumbhash crate.
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
thumbhash-rs (this package) 1.124 1.120 887
thumbhash 29.452 28.929 34 26.2x
thumbhash-python 29.764 29.182 33 26.5x
all implementations produced the same output
thumb_hash_to_rgba, ThumbHash -> 32x32 RGBA image
implementation median ms min ms runs speedup
thumbhash-rs (this package) 0.049 0.048 20328
thumbhash-python 5.543 5.519 179 113.8x
all implementations produced the same output (within +-1 per channel)
speedup = how much faster thumbhash-rs is than that implementation (median)
Features
- Exposes
rgba_to_thumb_hash,thumb_hash_to_rgba,thumb_hash_to_average_rgba,thumb_hash_to_approximate_aspect_ratio. - Works on raw RGBA bytes with no dependencies.
image_to_thumb_hashwrapper: opens an image file with Pillow (as aPIL.Image, converted to RGBA, resized and EXIF-rotated) and encodes it. Pillow is optional, install it with the[pillow]extra.
Installation
pip install thumbhash-rs
With Pillow support (for image_to_thumb_hash):
pip install "thumbhash-rs[pillow]"
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")
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).
Other Python packages
Pure-Python implementations of ThumbHash:
License
MIT
1 maintainer
Metadata
1 maintainer
Release files for thumbhash-rs 0.1.0a1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| thumbhash_rs-0.1.0a1.tar.gz | 13.6 kB | With provenance | Details for thumbhash_rs-0.1.0a1.tar.gz |
Built distributions (wheels)
Total release size: 4.1 MB
Release files / thumbhash_rs-0.1.0a1.tar.gz
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