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Posted to jira@arrow.apache.org by "ASF GitHub Bot (Jira)" <ji...@apache.org> on 2021/03/01 09:32:00 UTC
[jira] [Updated] (ARROW-11567) [C++][Compute] Variance kernel has
precision issue
[ https://issues.apache.org/jira/browse/ARROW-11567?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
ASF GitHub Bot updated ARROW-11567:
-----------------------------------
Labels: pull-request-available (was: )
> [C++][Compute] Variance kernel has precision issue
> --------------------------------------------------
>
> Key: ARROW-11567
> URL: https://issues.apache.org/jira/browse/ARROW-11567
> Project: Apache Arrow
> Issue Type: Bug
> Components: C++
> Affects Versions: 3.0.0
> Reporter: Yibo Cai
> Assignee: Yibo Cai
> Priority: Major
> Labels: pull-request-available
> Time Spent: 10m
> Remaining Estimate: 0h
>
> For long arrays, variance kernel is not accurate compared with numpy. See below example.
> {noformat}
> In [1]: import numpy as np
> In [2]: import pyarrow.compute as pc
> In [3]: t = np.arange(321000, dtype='float')
> In [4]: np.var(t)
> Out[4]: 8586749999.916667
> In [5]: pc.variance(t)
> Out[5]: <pyarrow.DoubleScalar: 8586749999.899047>
> {noformat}
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