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