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https://issues.apache.org/jira/browse/ARROW-13914?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17410721#comment-17410721
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Antoine Pitrou commented on ARROW-13914:
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We already have JSON and CSV readers that don't go through pure Python objects.

Really, I'd like to see an actual case, not something theoretical.

> [C++][Python] Optimize type inference when converting from python values
> ------------------------------------------------------------------------
>
>                 Key: ARROW-13914
>                 URL: https://issues.apache.org/jira/browse/ARROW-13914
>             Project: Apache Arrow
>          Issue Type: Improvement
>          Components: Python
>            Reporter: Krisztian Szucs
>            Priority: Minor
>
> Currently we use an extensive set of checks to infer arrow type from python 
> sequences. 
> Last time I checked using asv, the inference part had a significant overhead. 
> We could try other approaches to speed-up the type inference, see comments: 
> https://github.com/apache/arrow/pull/11076#discussion_r702808196



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