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https://issues.apache.org/jira/browse/ARROW-3253?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16617932#comment-16617932
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Wes McKinney commented on ARROW-3253:
-------------------------------------

I think our CI should just use the toolchain always for performance and we 
should move our "thirdparty testing" to a Crossbow job, so we can verify 
nightly or on demand that all the projects will build automatically from source

> [CI] Investigate Azure CI
> -------------------------
>
>                 Key: ARROW-3253
>                 URL: https://issues.apache.org/jira/browse/ARROW-3253
>             Project: Apache Arrow
>          Issue Type: Task
>          Components: C++, Continuous Integration
>            Reporter: Antoine Pitrou
>            Priority: Major
>
> C++ builds on AppVeyor have become slower and slower. Some of it may be due 
> to the parquet-cpp repository merge, but I also suspect CPU resources on 
> AppVeyor have become much tighter.
> We should perhaps investigate Microsoft's Azure CI services as an alternative:
> https://azure.microsoft.com/en-gb/services/devops/pipelines/



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