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Posted to issues@arrow.apache.org by "Joris Van den Bossche (Jira)" <ji...@apache.org> on 2019/10/14 17:13:00 UTC

[jira] [Commented] (ARROW-6876) Reading parquet file becomes really slow for 0.15.0

    [ https://issues.apache.org/jira/browse/ARROW-6876?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16951164#comment-16951164 ] 

Joris Van den Bossche commented on ARROW-6876:
----------------------------------------------

Thanks for the report. Would you be able to share a script that reproduces it (that writes a parquet file that has the issue, or otherwise share a file)? 
What's the schema of the data?

> Reading parquet file becomes really slow for 0.15.0
> ---------------------------------------------------
>
>                 Key: ARROW-6876
>                 URL: https://issues.apache.org/jira/browse/ARROW-6876
>             Project: Apache Arrow
>          Issue Type: Bug
>          Components: Python
>    Affects Versions: 0.15.0
>         Environment: python3.7
>            Reporter: Bob
>            Priority: Major
>         Attachments: image-2019-10-14-18-10-42-850.png, image-2019-10-14-18-12-07-652.png
>
>
> Hi,
>  
> I just noticed that reading a parquet file becomes really slow after I upgraded to 0.15.0 when using pandas.
>  
> Example:
> *With 0.14.1*
> In [4]: %timeit df = pd.read_parquet(path)
> 2.02 s ± 47.5 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)
> *With 0.15.0*
> In [5]: %timeit df = pd.read_parquet(path)
> 22.9 s ± 478 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)
>  
> The file is about 15MB in size. I am testing on the same machine using the same version of python and pandas.
>  
> Have you received similar complain? What could be the issue here?
>  
> Thanks a lot.
>  
>  



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