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https://issues.apache.org/jira/browse/ARROW-1035?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16377174#comment-16377174
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Antoine Pitrou commented on ARROW-1035:
---------------------------------------

OTOH, without the {{to_pandas()}} call it seems we're just setting up a bunch 
of pointers and not testing any actual memory access or copy over the data.

> [Python] Add ASV benchmarks for streaming columnar deserialization
> ------------------------------------------------------------------
>
>                 Key: ARROW-1035
>                 URL: https://issues.apache.org/jira/browse/ARROW-1035
>             Project: Apache Arrow
>          Issue Type: Improvement
>          Components: Python
>            Reporter: Wes McKinney
>            Assignee: Antoine Pitrou
>            Priority: Major
>             Fix For: 0.9.0
>
>
> We need to carefully monitor the performance of critical operations like 
> streaming format to pandas wall clock time a la 
> http://wesmckinney.com/blog/arrow-streaming-columnar/



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