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Project description

zw_fast_quantile_py

Installation

pip install zw_fast_quantile_py

Usage

import zw_fast_quantile_py

summary = zw_fast_quantile_py.IntQuantileSummary(0.01)
summary.update(1,2,3,4,5,6,7,8,9,10)
summary.query(0.0)

Benchmark

We calculate the median of [1, 1000], the zw_fast_quantile_py is slightly slower than statistics.quantiles due to the serilization cost between python and extension.

zw_fast_quantile_py

502
4.4792000000000096e-05

statistics.quantiles

499.5
3.883300000000027e-05

Project details

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This version

0.2.0

Dec 30, 2021

0.1.0

Dec 28, 2021

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Source Distribution

zw_fast_quantile_py-0.2.0.tar.gz (9.7 kB view hashes)

Uploaded Dec 30, 2021 Source

Built Distribution

zw_fast_quantile_py-0.2.0-cp39-cp39-macosx_11_0_arm64.whl (172.8 kB view hashes)

Uploaded Dec 30, 2021 CPython 3.9 macOS 11.0+ ARM64

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