ravif-py

A high-performance AVIF image encoder for Python, powered by the Rust ravif library and rav1e.

ravif-py provides a simple, "batteries-included" interface for converting images to AVIF. It supports 8-bit and 16-bit (HDR) color depths, seamless integration with NumPy and Pillow, and advanced control over compression, speed, and metadata.

It is built using PyO3 and Maturin.

Features

  • ♾️ Universal Input: Supports file paths, bytes, PIL.Image, and numpy.ndarray.
  • 📸 HDR Support: Native encoding of 16-bit images (scaled to 10-bit AVIF).
  • 🚀 Fast: Multi-threaded encoding using Rust's safety and speed.
  • ✨ Optimized: Supports "Clean Alpha" mode which removes invisible color data under transparent pixels to significantly reduce file size.
  • 🏷️ Metadata: Support for embedding EXIF data.

Installation

uv add ravif-py

or

pip install ravif-py

Quick Start

The easiest way to use the library is the encode_file function, which automatically handles different input types.

from ravif_py import encode_file

# Encode from a file path
avif_data = encode_file("input.png", quality=85, speed=4)

# Save the result
with open("output.avif", "wb") as f:
    f.write(avif_data)

Detailed Usage Examples

1. Working with Pillow (PIL)

ravif-py integrates perfectly with Pillow for pre-processing.

from PIL import Image
from ravif_py import encode_file

img = Image.open("photo.jpg")
# Perform crops, resizing, etc.
img = img.resize((800, 600))

# Encode PIL object directly
avif_bytes = encode_file(img, quality=70)

2. NumPy Integration (8-bit and 16-bit HDR)

Useful for computer vision (OpenCV) or AI generation (Diffusers).

import numpy as np
from ravif_py import encode_file

# Example: 8-bit RGB array (0-255)
data_8bit = np.zeros((1024, 1024, 3), dtype=np.uint8)
avif_8bit = encode_file(data_8bit)

# Example: 16-bit HDR array (0-65535)
# ravif-py will automatically encode this as a 10-bit AVIF
data_16bit = np.random.randint(0, 65535, (1024, 1024, 3), dtype=np.uint16)
avif_hdr = encode_file(data_16bit)

3. Advanced Configuration

You can fine-tune the encoder using enums for color models and alpha processing.

from ravif_py import encode_file, ColorModel, AlphaColorMode, BitDepth

avif_data = encode_file(
    "input.png",
    quality=90.0,
    alpha_quality=80.0,      # Different quality for transparency
    speed=3,                  # 1 (slowest/best) to 10 (fastest)
    color_model=ColorModel.YCbCr,
    alpha_mode=AlphaColorMode.UnassociatedClean, # Reduces size for transparent images
    bit_depth=BitDepth.Ten,   # Force 10-bit output for smoother gradients
    threads=4                 # 0 for auto-detection
)

4. Preserving Metadata (EXIF)

You can pass raw EXIF bytes to be embedded in the output file.

from PIL import Image
from ravif_py import encode_file

img = Image.open("input_with_exif.jpg")
exif_data = img.info.get("exif")

avif_data = encode_file(img, exif=exif_data)

API Reference

encode_file(...)

The primary high-level function.

Argument Type Description
input_source Path, str, bytes, Image, ndarray The source image.
quality float Main image quality (1-100). Default: 80.0.
alpha_quality float | None Quality for alpha channel. Defaults to quality.
speed int Encoding speed (1-10). Default: 4.
color_model ColorModel YCbCr (standard) or RGB.
alpha_mode AlphaColorMode How to treat transparent pixels.
bit_depth BitDepth Eight, Ten, or Auto.
threads int Number of CPU threads. 0 for all available.
exif bytes | None Raw EXIF metadata to embed.

Enums

ColorModel

  • YCbCr: Optimized for human vision (smaller files). Recommended for photos.
  • RGB: Direct color encoding. High quality but significantly larger files.

AlphaColorMode

  • UnassociatedClean: Recommended. Fills transparent areas with a solid color to maximize compression.
  • UnassociatedDirty: Keeps original color data even in fully transparent pixels.
  • Premultiplied: Uses premultiplied alpha.

BitDepth

  • Eight: Standard 8-bit compatibility.
  • Ten: 10-bit depth. Better for gradients (prevents banding).
  • Auto: Automatically chooses (usually selects 10-bit for higher quality).

Low-level Functions

If you have raw pixel buffers, you can use the core Rust wrappers directly:

  • encode_rgba(pixels: bytes, width: int, height: int, ...): For 8-bit raw RGBA.

    import ravif_py
from PIL import Image

img = Image.open("input.png").convert("RGBA")
width, height = img.size
result = ravif_py.encode_rgba(
    img.tobytes(), 
    width, 
    height, 
    quality=70.0, 
    speed=5
)

with open("output.avif", "wb") as f:
    f.write(result['avif'])

print(f"Compressed to {len(result['avif']) / 1024:.1f} KB")

  • encode_rgba16(pixels: Buffer, width: int, height: int, ...): For 16-bit raw RGBA.

    import numpy as np
import ravif_py

data_16bit = np.random.randint(0, 65535, (1024, 1024, 4), dtype=np.uint16)

result = ravif_py.encode_rgba16(
    data_16bit, 
    1024, 1024, 
    quality=85.0,
)

License

This project is licensed under the same terms as the ravif library (BSD-3-Clause license).

Key dates

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  • Released:
Latest release

1 maintainer

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Requires

Python >=3.8

Classifiers

Metadata

Key dates

PyPI data
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Latest release

1 maintainer

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Requires

Python >=3.8

Classifiers

Release files for ravif_py 0.1.1

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ravif_py-0.1.1-cp314-cp314t-musllinux_1_2_x86_64.whl 2.1 MB Without provenance CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
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ravif_py-0.1.1-cp314-cp314t-musllinux_1_2_aarch64.whl 1.6 MB Without provenance CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64 Details
ravif_py-0.1.1-cp314-cp314t-manylinux_2_28_aarch64.whl 1.5 MB Without provenance CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ ARM64 Details
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ravif_py-0.1.1-cp314-cp314-win_amd64.whl 1.5 MB Without provenance CPython 3.14 CPython 3.14 Windows x86-64 Details
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ravif_py-0.1.1-cp314-cp314-musllinux_1_2_aarch64.whl 1.6 MB Without provenance CPython 3.14 CPython 3.14 Linux musl 1.2+ ARM64 Details
ravif_py-0.1.1-cp314-cp314-manylinux_2_28_x86_64.whl 1.8 MB Without provenance CPython 3.14 CPython 3.14 Linux glibc 2.28+ x86-64 Details
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ravif_py-0.1.1-cp313-cp313-musllinux_1_2_x86_64.whl 2.1 MB Without provenance CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
ravif_py-0.1.1-cp313-cp313-musllinux_1_2_i686.whl 1.6 MB Without provenance CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-32 Details
ravif_py-0.1.1-cp313-cp313-musllinux_1_2_aarch64.whl 1.6 MB Without provenance CPython 3.13 CPython 3.13 Linux musl 1.2+ ARM64 Details
ravif_py-0.1.1-cp313-cp313-manylinux_2_28_x86_64.whl 1.8 MB Without provenance CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-64 Details
ravif_py-0.1.1-cp313-cp313-manylinux_2_28_i686.whl 1.4 MB Without provenance CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-32 Details
ravif_py-0.1.1-cp313-cp313-manylinux_2_28_aarch64.whl 1.5 MB Without provenance CPython 3.13 CPython 3.13 Linux glibc 2.28+ ARM64 Details
ravif_py-0.1.1-cp313-cp313-macosx_11_0_arm64.whl 1.4 MB Without provenance CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
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ravif_py-0.1.1-cp312-cp312-musllinux_1_2_x86_64.whl 2.1 MB Without provenance CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
ravif_py-0.1.1-cp312-cp312-musllinux_1_2_i686.whl 1.6 MB Without provenance CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-32 Details
ravif_py-0.1.1-cp312-cp312-musllinux_1_2_aarch64.whl 1.6 MB Without provenance CPython 3.12 CPython 3.12 Linux musl 1.2+ ARM64 Details
ravif_py-0.1.1-cp312-cp312-manylinux_2_28_x86_64.whl 1.8 MB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64 Details
ravif_py-0.1.1-cp312-cp312-manylinux_2_28_i686.whl 1.4 MB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-32 Details
ravif_py-0.1.1-cp312-cp312-manylinux_2_28_aarch64.whl 1.5 MB Without provenance CPython 3.12 CPython 3.12 Linux glibc 2.28+ ARM64 Details
ravif_py-0.1.1-cp312-cp312-macosx_11_0_arm64.whl 1.4 MB Without provenance CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
ravif_py-0.1.1-cp312-cp312-macosx_10_12_x86_64.whl 1.7 MB Without provenance CPython 3.12 CPython 3.12 macOS 10.12+ x86-64 Details
ravif_py-0.1.1-cp311-cp311-win_amd64.whl 1.5 MB Without provenance CPython 3.11 CPython 3.11 Windows x86-64 Details
ravif_py-0.1.1-cp311-cp311-musllinux_1_2_x86_64.whl 2.1 MB Without provenance CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
ravif_py-0.1.1-cp311-cp311-musllinux_1_2_i686.whl 1.6 MB Without provenance CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-32 Details
ravif_py-0.1.1-cp311-cp311-musllinux_1_2_aarch64.whl 1.6 MB Without provenance CPython 3.11 CPython 3.11 Linux musl 1.2+ ARM64 Details
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ravif_py-0.1.1-cp311-cp311-manylinux_2_28_i686.whl 1.4 MB Without provenance CPython 3.11 CPython 3.11 Linux glibc 2.28+ x86-32 Details
ravif_py-0.1.1-cp311-cp311-manylinux_2_28_aarch64.whl 1.5 MB Without provenance CPython 3.11 CPython 3.11 Linux glibc 2.28+ ARM64 Details
ravif_py-0.1.1-cp311-cp311-macosx_11_0_arm64.whl 1.4 MB Without provenance CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
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ravif_py-0.1.1-cp310-cp310-musllinux_1_2_i686.whl 1.6 MB Without provenance CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-32 Details
ravif_py-0.1.1-cp310-cp310-musllinux_1_2_aarch64.whl 1.6 MB Without provenance CPython 3.10 CPython 3.10 Linux musl 1.2+ ARM64 Details
ravif_py-0.1.1-cp310-cp310-manylinux_2_28_x86_64.whl 1.8 MB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.28+ x86-64 Details
ravif_py-0.1.1-cp310-cp310-manylinux_2_28_i686.whl 1.4 MB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.28+ x86-32 Details
ravif_py-0.1.1-cp310-cp310-manylinux_2_28_aarch64.whl 1.5 MB Without provenance CPython 3.10 CPython 3.10 Linux glibc 2.28+ ARM64 Details
ravif_py-0.1.1-cp39-cp39-musllinux_1_2_x86_64.whl 2.1 MB Without provenance CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details
ravif_py-0.1.1-cp39-cp39-musllinux_1_2_i686.whl 1.6 MB Without provenance CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-32 Details
ravif_py-0.1.1-cp39-cp39-musllinux_1_2_aarch64.whl 1.6 MB Without provenance CPython 3.9 CPython 3.9 Linux musl 1.2+ ARM64 Details
ravif_py-0.1.1-cp39-cp39-manylinux_2_28_x86_64.whl 1.8 MB Without provenance CPython 3.9 CPython 3.9 Linux glibc 2.28+ x86-64 Details
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ravif_py-0.1.1-cp39-cp39-manylinux_2_28_aarch64.whl 1.5 MB Without provenance CPython 3.9 CPython 3.9 Linux glibc 2.28+ ARM64 Details
ravif_py-0.1.1-cp38-cp38-musllinux_1_2_x86_64.whl 2.1 MB Without provenance CPython 3.8 CPython 3.8 Linux musl 1.2+ x86-64 Details
ravif_py-0.1.1-cp38-cp38-musllinux_1_2_i686.whl 1.6 MB Without provenance CPython 3.8 CPython 3.8 Linux musl 1.2+ x86-32 Details
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