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Project description
zw_fast_quantile_py
zw-fast-quantile python binding
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
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