sketch-oxide 0.1.0

State-of-the-art DataSketches library (2025) - UltraLogLog, Binary Fuse Filters, DDSketch

sketch_oxide Python Bindings

State-of-the-art DataSketches library with Python bindings via PyO3.

Installation

pip install sketch-oxide

Development

cd python
pip install maturin
maturin develop --release
pytest

Features

• UltraLogLog (28% more efficient than HyperLogLog)
• Binary Fuse Filter (75% more efficient than Bloom Filter)
• DDSketch (modern quantiles with relative error)
• And more...

Quick Start

import sketch_oxide

# More examples coming soon as we implement algorithms
print(f"sketch_oxide version: {sketch_oxide.__version__}")

License

Licensed under either of:

• Apache License, Version 2.0 (LICENSE-APACHE)
• MIT license (LICENSE-MIT)

at your option.