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https://issues.apache.org/jira/browse/ARROW-10784?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17242407#comment-17242407
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Wes McKinney commented on ARROW-10784:
--------------------------------------

I wonder if this is compiler-specific. I would think that the following is 
thread-safe but perhaps not

{code:cpp}
FunctionRegistry* GetFunctionRegistry() {
  static auto g_registry = internal::CreateBuiltInRegistry();
  return g_registry.get();
}
{code}

> [Python] Loading pyarrow.compute isn't thread safe
> --------------------------------------------------
>
>                 Key: ARROW-10784
>                 URL: https://issues.apache.org/jira/browse/ARROW-10784
>             Project: Apache Arrow
>          Issue Type: Bug
>          Components: Python
>    Affects Versions: 2.0.0
>            Reporter: Micah Kornfield
>            Priority: Major
>             Fix For: 3.0.0
>
>
> When using Arrow in a multithreaded environment it is possible to trigger an 
> initialization race on the pyarrow.compute module when calling Array.flatten.
>  
> Flatten calls _pc() which imports pyarrow compute but if two threads call 
> flatten at the same time is possible that the global initialization of 
> functions from the registry will be incomplete and therefore cause an 
> AttributeError.



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